diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..943d287
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,175 @@
+# From https://raw.githubusercontent.com/github/gitignore/main/Python.gitignore
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+poetry/
+.poetry/
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# Mr Developer
+.mr.developer.cfg
+.project
+.pydevproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# Vscode config files
+.vscode/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
diff --git a/README.md b/README.md
index 86c9861..abaa157 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,7 @@ Tabular data and processed image cutouts are available for download.
   <img src=".figures/minio_service.gif" width="90%" alt="Animated GIF of data download from the MinIO service" />
 </p>
 
-➡️ **[MinIO Service Link](https://df69-152-84-248-250.ngrok-free.app/login)**
+➡️ **[MinIO Service Link](https://e4d6-152-84-248-250.ngrok-free.app/login)**
 **Instructions & Examples:**
 * Data access instructions: **[Data Access Notebook](./notebooks/how_to.ipynb)**.
 * Additional example notebooks (database exploration, proposal planning): `notebooks/` folder, including **[Proposal Planning Notebook](./notebooks/proposals/proposals.ipynb)**.
diff --git a/notebooks/README.md b/notebooks/README.md
index 291eec5..693fb31 100644
--- a/notebooks/README.md
+++ b/notebooks/README.md
@@ -6,6 +6,8 @@ This folder contains Jupyter notebooks designed to help users explore and utiliz
 
 * 📖 **`how_to.ipynb`**: Extract data, match catalogs, and download image cutouts (e.g., for "Cosmic Horseshoe" `J1148+1930`).
 * 🔭 **`proposals/proposals.ipynb`**: Select objects for observation proposals, with visibility plots and filtering (brightness, redshift).
+* 🌐 **`footprints/footprints.ipynb`**: Create plots for footprints of all surveys used in this work.
+* 🍎 **`modified-gravity-tests/*.ipynb`**: Perform several tests related to the applications presented in the aforementioned paper.
 
 ## Getting Started
 
diff --git a/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-deep-color-i-r-g_MOC.fits b/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-deep-color-i-r-g_MOC.fits
new file mode 100644
index 0000000..de560fd
Binary files /dev/null and b/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-deep-color-i-r-g_MOC.fits differ
diff --git a/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-wide-color-i-r-g_MOC.fits b/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-wide-color-i-r-g_MOC.fits
new file mode 100644
index 0000000..d1ce9e7
Binary files /dev/null and b/notebooks/footprints/data/mocs/CDS-P-HSC-DR2-wide-color-i-r-g_MOC.fits differ
diff --git a/notebooks/footprints/data/mocs/delve_objects.ipynb b/notebooks/footprints/data/mocs/delve_objects.ipynb
new file mode 100644
index 0000000..a7b86ec
--- /dev/null
+++ b/notebooks/footprints/data/mocs/delve_objects.ipynb
@@ -0,0 +1,267 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "557b73d7-1e8a-430e-b8a8-d23058b65a8d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import healpy as hp\n",
+    "import pandas as pd\n",
+    "from dl import authClient as ac\n",
+    "from dl import queryClient as qc"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "ca37470f-c924-4a44-b6c5-93ac4faaca9c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'lagrangiana'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ac.whoAmI()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8f63ec1f-3cac-429d-a971-71ab34a50535",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "username = \"\"\n",
+    "# token = ac.login(username,getpass('Account Password: '))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "51e7363c-58e2-446f-82d9-bc48b7269668",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "data\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(qc.list())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "3aead837-a773-483c-b584-05c843080006",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# qc.mydb_drop('tbl_stat',token=token)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "1c4b4943-46ee-410b-ab0b-8729f2597975",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "SELECT DISTINCT t1.ring256\n",
+      "FROM delve_dr2.objects AS t1\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "query_xmatch = \"\"\"\n",
+    "SELECT DISTINCT t1.ring256\n",
+    "FROM delve_dr2.objects AS t1\n",
+    "\"\"\"\n",
+    "print(query_xmatch)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "5a7361f3-61ec-497c-b3ea-e38ddc06029f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# This query took about 1 hour to run\n",
+    "# result = qc.query(sql=query_xmatch,async_=True,wait=True,poll=15,verbose=1,fmt='pandas', token=token,timeout=86400)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "ae878e27-d5c4-4862-b9ae-58ea4eca553e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ring256</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>163021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>163022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>163023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>163024</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>164044</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ring256\n",
+       "0   163021\n",
+       "1   163022\n",
+       "2   163023\n",
+       "3   163024\n",
+       "4   164044"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# result.to_parquet('delve_dr2_pixels.parquet')\n",
+    "result = pd.read_parquet(\"delve_dr2_pixels.parquet\")\n",
+    "result.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "4ff110a3-dba2-4df2-aa1f-e25c2b545db5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pixels_healpy = [\n",
+    "    hp.pix2ang(256, ipix=i, lonlat=True) for i in range(hp.nside2npix(256))\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "4136cf84-ebd4-4614-ba42-49cf3b68102e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pixels_healpy_df = pd.DataFrame(pixels_healpy, columns=[\"ra\", \"dec\"])\n",
+    "pixels_healpy_df[\"ring256\"] = pixels_healpy_df.index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "40116e06-c176-4a19-892a-60aed2636229",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(499457, 499457)"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "delve_pixels = pd.merge(pixels_healpy_df, result, on=\"ring256\", how=\"inner\")\n",
+    "len(delve_pixels), len(result)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "ba8276e7-d427-48fd-a24b-e68d24df9191",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "delve_pixels.to_csv(\"delve_coordinates.csv\", index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/footprints/data/mocs/moc_delve_objects.fits b/notebooks/footprints/data/mocs/moc_delve_objects.fits
new file mode 100644
index 0000000..bfd35b5
Binary files /dev/null and b/notebooks/footprints/data/mocs/moc_delve_objects.fits differ
diff --git a/notebooks/footprints/footprints.ipynb b/notebooks/footprints/footprints.ipynb
new file mode 100644
index 0000000..ca54f51
--- /dev/null
+++ b/notebooks/footprints/footprints.ipynb
@@ -0,0 +1,1749 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "505a2e88-0123-460f-8ed4-ea1bfc0cb61b",
+   "metadata": {},
+   "source": [
+    "In this notebook we use `MOCpy` to plot footprints of many surveys used in this catalog."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2bb00397-9ef1-499c-9d1c-8fa38e60825b",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "# !pip install mocpy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "fb209540-b0d1-498c-b590-960eb36dc2c3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import io\n",
+    "\n",
+    "import astropy.units as u\n",
+    "import matplotlib\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "from astropy.coordinates import Angle, SkyCoord\n",
+    "from minio import Minio\n",
+    "from mocpy import MOC\n",
+    "from mocpy import WCS as World2ScreenMPL\n",
+    "\n",
+    "matplotlib.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 22,\n",
+    "        \"pgf.rcfonts\": False,\n",
+    "        # \"font.family\": \"serif\",\n",
+    "        # \"font.serif\": \"Computer Modern Roman\",\n",
+    "        # \"pgf.texsystem\": \"pdflatex\",\n",
+    "        # \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "\n",
+    "MINIO_ENDPOINT_URL = \"1491-152-84-248-250.ngrok-free.app\"\n",
+    "ACCESS_KEY = \"slcomp\"\n",
+    "SECRET_KEY = \"slcomp@data\"\n",
+    "client = Minio(\n",
+    "    MINIO_ENDPOINT_URL,\n",
+    "    access_key=ACCESS_KEY,\n",
+    "    secret_key=SECRET_KEY,\n",
+    "    secure=True,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "eba12390-25fd-438a-9063-8bf5ce0f0264",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000001.1-350334.9</td>\n",
+       "      <td>0.00471</td>\n",
+       "      <td>-35.05971</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J000001.2+051908.6</td>\n",
+       "      <td>0.00504</td>\n",
+       "      <td>5.31906</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J000002.2+085518.4</td>\n",
+       "      <td>0.00925</td>\n",
+       "      <td>8.92179</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J000006.0+081629.7</td>\n",
+       "      <td>0.02512</td>\n",
+       "      <td>8.27492</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J000006.1+213829.4</td>\n",
+       "      <td>0.02542</td>\n",
+       "      <td>21.6415</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       RA       DEC\n",
+       "0  J000001.1-350334.9  0.00471 -35.05971\n",
+       "1  J000001.2+051908.6  0.00504   5.31906\n",
+       "2  J000002.2+085518.4  0.00925   8.92179\n",
+       "3  J000006.0+081629.7  0.02512   8.27492\n",
+       "4  J000006.1+213829.4  0.02542   21.6415"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "database_object = client.get_object(\"slcomp\", \"Data/Database.csv\").data\n",
+    "database = pd.read_csv(\n",
+    "    io.StringIO(database_object.decode(\"utf-8\")),\n",
+    "    low_memory=False,\n",
+    "    usecols=[\"JNAME\", \"RA\", \"DEC\"],\n",
+    ").convert_dtypes()\n",
+    "database.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "4b63add4-df03-4eea-a6bd-5f410734e249",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000001.2+051908.6</td>\n",
+       "      <td>0.00504</td>\n",
+       "      <td>5.31906</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J000006.1+213829.4</td>\n",
+       "      <td>0.02542</td>\n",
+       "      <td>21.6415</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J000008.9+211702.8</td>\n",
+       "      <td>0.03692</td>\n",
+       "      <td>21.2841</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J000014.7-055702.8</td>\n",
+       "      <td>0.06112</td>\n",
+       "      <td>-5.95079</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J000018.9+001617.7</td>\n",
+       "      <td>0.07883</td>\n",
+       "      <td>0.27158</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       RA      DEC\n",
+       "0  J000001.2+051908.6  0.00504  5.31906\n",
+       "1  J000006.1+213829.4  0.02542  21.6415\n",
+       "2  J000008.9+211702.8  0.03692  21.2841\n",
+       "3  J000014.7-055702.8  0.06112 -5.95079\n",
+       "4  J000018.9+001617.7  0.07883  0.27158"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "photometric_match_object = client.get_object(\n",
+    "    \"slcomp\", \"Data/Photometric_Match.csv\"\n",
+    ").data\n",
+    "photometric_match = pd.read_csv(\n",
+    "    io.StringIO(photometric_match_object.decode(\"utf-8\")),\n",
+    "    low_memory=False,\n",
+    "    usecols=[\"JNAME\", \"RA\", \"DEC\"],\n",
+    ").convert_dtypes()\n",
+    "photometric_match.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "059e2f99-0912-4093-89e6-5f7dcaf94f91",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "      <th>Catalog_Name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000006.9-633539.7</td>\n",
+       "      <td>0.02858</td>\n",
+       "      <td>-63.59437</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J000020.8-002051.0</td>\n",
+       "      <td>0.08679</td>\n",
+       "      <td>-0.3475</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J000025.6+283211.9</td>\n",
+       "      <td>0.10646</td>\n",
+       "      <td>28.53665</td>\n",
+       "      <td>SDSS DR17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J000101.1-003328.3</td>\n",
+       "      <td>0.25442</td>\n",
+       "      <td>-0.55785</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J000106.0+234605.3</td>\n",
+       "      <td>0.27508</td>\n",
+       "      <td>23.76815</td>\n",
+       "      <td>SDSS DR17</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       RA       DEC              Catalog_Name\n",
+       "0  J000006.9-633539.7  0.02858 -63.59437                       CfA\n",
+       "1  J000020.8-002051.0  0.08679   -0.3475  SDSS DR17 § HSC Wide DR3\n",
+       "2  J000025.6+283211.9  0.10646  28.53665                 SDSS DR17\n",
+       "3  J000101.1-003328.3  0.25442  -0.55785  SDSS DR17 § HSC Wide DR3\n",
+       "4  J000106.0+234605.3  0.27508  23.76815                 SDSS DR17"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "spectroscopic_match_object = client.get_object(\n",
+    "    \"slcomp\", \"Data/Spectroscopic_Match.csv\"\n",
+    ").data\n",
+    "spectroscopic_match = pd.read_csv(\n",
+    "    io.StringIO(spectroscopic_match_object.decode(\"utf-8\")),\n",
+    "    low_memory=False,\n",
+    "    usecols=[\"JNAME\", \"RA\", \"DEC\", \"Catalog_Name\"],\n",
+    ").convert_dtypes()\n",
+    "spectroscopic_match.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "c4ff2ad9-f763-4bb1-bf34-137c27a40990",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(31569, 17154, 6440)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(database), len(photometric_match), len(spectroscopic_match)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cc1c594e-454a-4501-911b-904ebfd18849",
+   "metadata": {},
+   "source": [
+    "# Imaging Surveys"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ecedb3ff-6302-4fea-b445-c16db71558a2",
+   "metadata": {
+    "jp-MarkdownHeadingCollapsed": true,
+    "tags": []
+   },
+   "source": [
+    "The surveys we obtained cutouts for all objects in this survey were the following:\n",
+    "\n",
+    "* Dark Energy Spectroscopic Instrument (DESI) **Legacy** Survey: Beijing-Arizona Sky Survey (BASS), Dark Energy Camera Legacy Survey (DECaLS) and Mayall z-band Legacy Survey (MzLS) \n",
+    "  - Telescopes:\n",
+    "    - BASS: Bok (2.3 m)\n",
+    "    - DECaLS: Blanco (4 m)\n",
+    "    - MzLS: Mayall (4 m )\n",
+    "  - Survey area: 14,000 deg² (https://www.legacysurvey.org)\n",
+    "* Dark Energy Survey (**DES**)\n",
+    "  - Telescope: Blanco (4 m)\n",
+    "  - Survey area: 5,000 deg² (https://www.darkenergysurvey.org)\n",
+    "* Hyper Suprime-Cam (**HSC**) Subaru Strategic Survey\n",
+    "  - Telescope: Subaru (8.2 m)\n",
+    "  - Survey area: 1,400 deg² (https://hsc-release.mtk.nao.ac.jp)\n",
+    "  - Source for footprint: https://hsc-release.mtk.nao.ac.jp/doc/index.php/tools-2/\n",
+    "* Kilo-Degree Survey (**KiDS**)\n",
+    "  - Telescope: VLT Survey Telescope (2.6 m)\n",
+    "  - Survey area: 1,350 deg² (http://kids.strw.leidenuniv.nl)\n",
+    "* Red Cluster Sequence Lensing Survey (**RCSLenS**)\n",
+    "  - Telescope: Canada–France–Hawaii (4.2 m)\n",
+    "  - Survey area: 700 deg² (http://www.rcslens.org)\n",
+    "* Canada-France Hawaii Telescope Stripe 82 Survey (**CS82**)\n",
+    "  - Telescope: Canada–France–Hawaii (4.2 m)\n",
+    "  - Survey area: 184 deg² (http://icra.cbpf.br/twiki/bin/view/CS82/SC82ProjectStatus)\n",
+    "* Canada-France Hawaii Telescope Lensing Survey (**CFHTLenS**)* Kilo-Degree Survey DR 3 (KiDS)\n",
+    "    - Source for footprint: same as for imaging\n",
+    "  - Telescope: Canada–France–Hawaii (4.2 m)\n",
+    "  - Survey area: 154 deg² (https://www.cfhtlens.org)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "1061b5c4-6d78-40f7-bd9d-7c33ddf1576c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# Legacy DR8\n",
+    "LegacyNorth = MOC.from_url(\n",
+    "    \"https://cdsarc.cds.unistra.fr/ftp/VII/292/tab_7292_1_VII_292_north.moc.fits\"\n",
+    ")  # https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/292\n",
+    "LegacySouth = MOC.from_url(\n",
+    "    \"https://cdsarc.cds.unistra.fr/ftp/VII/292/tab_7292_2_VII_292_south.moc.fits\"\n",
+    ")  # https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/292\n",
+    "Legacy = (LegacyNorth.extended().union(LegacySouth.extended())).extended()\n",
+    "\n",
+    "# DES DR2\n",
+    "DES = MOC.from_vizier_table(\n",
+    "    \"II/371/des_dr2\"\n",
+    ").extended()  # https://cdsarc.cds.unistra.fr/viz-bin/cat/II/371\n",
+    "\n",
+    "# HSC DR2\n",
+    "HSC_Deep = MOC.load(\"data/mocs/CDS-P-HSC-DR2-deep-color-i-r-g_MOC.fits\", \"fits\")\n",
+    "HSC_Wide = MOC.load(\"data/mocs/CDS-P-HSC-DR2-wide-color-i-r-g_MOC.fits\", \"fits\")\n",
+    "HSC = (HSC_Wide.extended().union(HSC_Deep.extended())).extended()\n",
+    "\n",
+    "# KiDS DR2\n",
+    "KiDS = MOC.from_vizier_table(\"II/347/kids_dr3\").extended()\n",
+    "\n",
+    "# RCSLenS\n",
+    "RCSLenS = MOC.from_vizier_table(\"J/A+A/584/A44/table3\").extended()\n",
+    "\n",
+    "# CS82:\n",
+    "# J/ApJ/794/120/catalog small band\n",
+    "CS82 = MOC.from_vizier_table(\"J/A+A/578/A79/tablea1\").extended()\n",
+    "\n",
+    "# CFHTLenS:\n",
+    "CFHLenS_Deep = MOC.from_vizier_table(\"II/317/cfhtls_d\")\n",
+    "CFHLenS_Wide = MOC.from_vizier_table(\"II/317/cfhtls_w\")\n",
+    "CFHTLS = (CFHLenS_Wide.extended().union(CFHLenS_Deep.extended())).extended()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "1a63106e-57d2-4538-a377-219c10862527",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fill = True\n",
+    "linewidth = 0\n",
+    "alpha = 0.35\n",
+    "\n",
+    "fig = plt.figure(111, figsize=(15, 10), frameon=False)\n",
+    "\n",
+    "with World2ScreenMPL(\n",
+    "    fig,\n",
+    "    fov=330 * u.deg,\n",
+    "    center=SkyCoord(0, 0, unit=\"deg\", frame=\"icrs\"),\n",
+    "    coordsys=\"icrs\",\n",
+    "    rotation=Angle(0, u.degree),\n",
+    "    projection=\"MOL\",\n",
+    ") as wcs:\n",
+    "    ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
+    "    lon = ax.coords[0]\n",
+    "    lat = ax.coords[1]\n",
+    "    lon.set_format_unit(\"deg\")\n",
+    "    lon.set_ticks(np.linspace(-180, 180, 10) * u.degree)\n",
+    "    ax.scatter(\n",
+    "        database.RA.values,\n",
+    "        database.DEC.values,\n",
+    "        0.1,\n",
+    "        color=\"black\",\n",
+    "        transform=ax.get_transform(\"world\"),\n",
+    "        zorder=0,\n",
+    "    )\n",
+    "    Legacy.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"blue\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=1,\n",
+    "    )\n",
+    "    Legacy.border(ax=ax, wcs=wcs, alpha=alpha, color=\"blue\", label=\"Legacy\", zorder=2)\n",
+    "    DES.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkgreen\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=3,\n",
+    "    )\n",
+    "    DES.border(ax=ax, wcs=wcs, alpha=alpha, color=\"darkgreen\", label=\"DES\", zorder=4)\n",
+    "    RCSLenS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"purple\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=5,\n",
+    "    )\n",
+    "    RCSLenS.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"purple\", label=\"RCSLenS\", zorder=6\n",
+    "    )\n",
+    "    KiDS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"red\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=7,\n",
+    "    )\n",
+    "    KiDS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"red\", label=\"KiDS\", zorder=8)\n",
+    "    CFHTLS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkorange\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=9,\n",
+    "    )\n",
+    "    CFHTLS.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"darkorange\", label=\"CFHTLenS\", zorder=10\n",
+    "    )\n",
+    "    HSC.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkcyan\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=11,\n",
+    "    )\n",
+    "    HSC.border(ax=ax, wcs=wcs, alpha=alpha, color=\"darkcyan\", label=\"HSC\", zorder=12)\n",
+    "    CS82.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"yellow\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=13,\n",
+    "    )\n",
+    "    CS82.border(ax=ax, wcs=wcs, alpha=alpha, color=\"yellow\", label=\"CS82\", zorder=14)\n",
+    "    ax.get_legend()\n",
+    "    ax.coords.frame.set_linewidth(0)\n",
+    "handles, labels = ax.get_legend_handles_labels()\n",
+    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
+    "for hs in handles:\n",
+    "    hs.set_lw(0)\n",
+    "plt.legend(\n",
+    "    handles,\n",
+    "    labels,\n",
+    "    framealpha=False,\n",
+    "    bbox_to_anchor=(0.5, 0.025),\n",
+    "    loc=\"lower center\",\n",
+    "    ncol=7,\n",
+    "    columnspacing=1,\n",
+    "    handlelength=1.0,\n",
+    "    handletextpad=0.25,\n",
+    ")\n",
+    "plt.grid(color=\"black\", linestyle=\"-\", zorder=0, alpha=1)\n",
+    "# plt.savefig(\n",
+    "#     \"results/imaging_surveys.png\", dpi=150, bbox_inches=\"tight\", transparent=True\n",
+    "# )\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "da6d60a4-6761-4813-b565-5da92b5962c2",
+   "metadata": {},
+   "source": [
+    "# Photometric Surveys"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a3b2b334-37df-4ecb-8209-7880107e077c",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "* Sloan Digital Sky Survey DR17 (SDSS)\n",
+    "  - Telescope: Sloan Foundation (2.5 m)\n",
+    "  - Survey area: 14,555 deg² (https://www.sdss.org)\n",
+    "* Hyper Suprime-Cam Subaru Strategic Program DR3 (HSC)\n",
+    "* DESI Legacy Imaging Surveys DR9 (Legacy)\n",
+    "* Dark Energy Survey DR2 (DES)\n",
+    "* Canada-France-Hawaii Telescope Legacy Survey (CFHTLS Deep/Wide)\n",
+    "* CS82 (CS82)\n",
+    "* Kilo-Degree Survey DR 3 (KiDS)\n",
+    "* DECam Local Volume Exploration Survey (DELVE)\n",
+    "  - Telescope: Blanco (4 m)\n",
+    "  - Survey area: 5,000 deg² (https://delve-survey.github.io)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1738a2ea-9e60-46c5-8048-7534e749120c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# SDSS DR16\n",
+    "SDSS = MOC.from_vizier_table(\"V/154/sdss16\").extended()\n",
+    "\n",
+    "# HSC DR2\n",
+    "HSC_Deep = MOC.load(\"data/mocs/CDS-P-HSC-DR2-deep-color-i-r-g_MOC.fits\", \"fits\")\n",
+    "HSC_Wide = MOC.load(\"data/mocs/CDS-P-HSC-DR2-wide-color-i-r-g_MOC.fits\", \"fits\")\n",
+    "HSC = (HSC_Wide.extended().union(HSC_Deep.extended())).extended()\n",
+    "\n",
+    "# Legacy DR8\n",
+    "LegacyNorth = MOC.from_url(\n",
+    "    \"https://cdsarc.cds.unistra.fr/ftp/VII/292/tab_7292_1_VII_292_north.moc.fits\"\n",
+    ")  # https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/292\n",
+    "LegacySouth = MOC.from_url(\n",
+    "    \"https://cdsarc.cds.unistra.fr/ftp/VII/292/tab_7292_2_VII_292_south.moc.fits\"\n",
+    ")  # https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/292\n",
+    "Legacy = (LegacyNorth.extended().union(LegacySouth.extended())).extended()\n",
+    "\n",
+    "# DES DR2\n",
+    "DES = MOC.from_vizier_table(\n",
+    "    \"II/371/des_dr2\"\n",
+    ").extended()  # https://cdsarc.cds.unistra.fr/viz-bin/cat/II/371\n",
+    "\n",
+    "# CFHTLenS:\n",
+    "CFHLenS_Deep = MOC.from_vizier_table(\"II/317/cfhtls_d\")\n",
+    "CFHLenS_Wide = MOC.from_vizier_table(\"II/317/cfhtls_w\")\n",
+    "CFHTLS = (CFHLenS_Wide.extended().union(CFHLenS_Deep.extended())).extended()\n",
+    "\n",
+    "# CS82:\n",
+    "# J/ApJ/794/120/catalog small band\n",
+    "CS82 = MOC.from_vizier_table(\"J/A+A/578/A79/tablea1\").extended()\n",
+    "\n",
+    "# KiDS DR2\n",
+    "KiDS = MOC.from_vizier_table(\"II/347/kids_dr3\").extended()\n",
+    "\n",
+    "# DELVE DR2\n",
+    "DELVE = MOC.load(\"data/mocs/moc_delve_objects.fits\", \"fits\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "5ae21c60-03e2-4e37-8a95-dcb7be6651b7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fill = True\n",
+    "linewidth = 0\n",
+    "alpha = 0.35\n",
+    "\n",
+    "fig = plt.figure(111, figsize=(15, 10), frameon=False)\n",
+    "\n",
+    "with World2ScreenMPL(\n",
+    "    fig,\n",
+    "    fov=330 * u.deg,\n",
+    "    center=SkyCoord(0, 0, unit=\"deg\", frame=\"icrs\"),\n",
+    "    coordsys=\"icrs\",\n",
+    "    rotation=Angle(0, u.degree),\n",
+    "    projection=\"MOL\",\n",
+    ") as wcs:\n",
+    "    ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
+    "    lon = ax.coords[0]\n",
+    "    lat = ax.coords[1]\n",
+    "    lon.set_format_unit(\"deg\")\n",
+    "    lon.set_ticks(np.linspace(-180, 180, 10) * u.degree)\n",
+    "    ax.scatter(\n",
+    "        photometric_match.RA.values,\n",
+    "        photometric_match.DEC.values,\n",
+    "        0.1,\n",
+    "        color=\"black\",\n",
+    "        transform=ax.get_transform(\"world\"),\n",
+    "        zorder=0,\n",
+    "    )\n",
+    "    Legacy.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"blue\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=1,\n",
+    "    )\n",
+    "    Legacy.border(ax=ax, wcs=wcs, alpha=alpha, color=\"blue\", label=\"Legacy\", zorder=2)\n",
+    "    SDSS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"dimgrey\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=3,\n",
+    "    )\n",
+    "    SDSS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"dimgrey\", label=\"SDSS\", zorder=4)\n",
+    "    DELVE.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=0.1,\n",
+    "        fill=fill,\n",
+    "        color=\"orchid\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=5,\n",
+    "    )\n",
+    "    DELVE.border(ax=ax, wcs=wcs, alpha=alpha, color=\"orchid\", label=\"DELVE\", zorder=6)\n",
+    "    DES.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkgreen\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=7,\n",
+    "    )\n",
+    "    DES.border(ax=ax, wcs=wcs, alpha=alpha, color=\"darkgreen\", label=\"DES\", zorder=8)\n",
+    "    KiDS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"red\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=9,\n",
+    "    )\n",
+    "    KiDS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"red\", label=\"KiDS\", zorder=10)\n",
+    "    CFHTLS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkorange\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=11,\n",
+    "    )\n",
+    "    CFHTLS.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"darkorange\", label=\"CFHTLS\", zorder=12\n",
+    "    )\n",
+    "    HSC.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkcyan\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=13,\n",
+    "    )\n",
+    "    HSC.border(ax=ax, wcs=wcs, alpha=alpha, color=\"darkcyan\", label=\"HSC\", zorder=14)\n",
+    "    CS82.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"yellow\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=15,\n",
+    "    )\n",
+    "    CS82.border(ax=ax, wcs=wcs, alpha=alpha, color=\"yellow\", label=\"CS82\", zorder=16)\n",
+    "    ax.get_legend()\n",
+    "    ax.coords.frame.set_linewidth(0)\n",
+    "handles, labels = ax.get_legend_handles_labels()\n",
+    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
+    "for hs in handles:\n",
+    "    hs.set_lw(0)\n",
+    "plt.legend(\n",
+    "    handles,\n",
+    "    labels,\n",
+    "    framealpha=0,\n",
+    "    bbox_to_anchor=(0.5, 0.025),\n",
+    "    loc=\"lower center\",\n",
+    "    ncol=8,\n",
+    "    columnspacing=1,\n",
+    "    handlelength=1.0,\n",
+    "    handletextpad=0.25,\n",
+    ")\n",
+    "plt.grid(color=\"black\", linestyle=\"-\", zorder=0, alpha=1)\n",
+    "# plt.savefig(\n",
+    "#     \"results/photometric_surveys.png\", dpi=150, bbox_inches=\"tight\", transparent=True\n",
+    "# )\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2b258b38-d46a-4b92-92e2-80116b365d5a",
+   "metadata": {},
+   "source": [
+    "# Spectroscopic Surveys"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b283513c-e4dd-4c4a-aceb-dec59164b046",
+   "metadata": {},
+   "source": [
+    "* Sloan Digital Sky Survey (SDSS)\n",
+    "  - Source for footprint: same as for photometric\n",
+    "* 2dF Galaxy Redshift Survey (2dF)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/250 (2dfgrs)\n",
+    "* Galaxy And Mass Assembly (GAMA)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/474/3875 (gamadr3)\n",
+    "* OzDES (OzDES)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/472/273 (ozdesdr1)\n",
+    "* WiggleZ Dark Energy Survey (WiggleZ)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/401/1429 (wigglez1)\n",
+    "* 2dF-SDSS LRG and QSO Survey (2SLAQ)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/392/19 (2slaqqso)\n",
+    "* 6dF Galaxy Survey (6dF)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/259 (spectra)\n",
+    "* Large Sky Area Multi-Object Fiber Spectroscopic Telescope Survey (LAMOST)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/V/156 (dr7)\n",
+    "* Southern Sky Redshift Survey (SSRS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/AJ/116/1 (table2 and table3)\n",
+    "* CfA Redshift Survey (CfA)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/193 (zcat)\n",
+    "* 2MASS Redshift Survey (2MASS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/199/26 (table3)\n",
+    "* PSCz catalogue (PSCz)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/221 (pscz)\n",
+    "* Las Campanas Redshift Survey (LCRS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/203 (catalog)\n",
+    "* VIMOS VLT Deep Survey (VIMOS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/559/A14 (cdfsdeep, f02deep, f02udeep, f10wide, f14wide, f22wide)\n",
+    "* VIMOS Public Extragalactic Redshift Survey (VIPERS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/562/A23 (w1spdr1, w4spdr1)\n",
+    "* DEEP2 Redshift Survey (DEEP2)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/III/268 (deep2all)\n",
+    "* zCOSMOS (zCOSMOS)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/753/121 (table5)\n",
+    "* Canadian Network for Observational Cosmology Field Galaxy Redshift Survey (CNOC)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/129/475 (cnoc0223)\n",
+    "* AGN and Galaxy Evolution Survey (AGES)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/200/8 (table2)\n",
+    "* Millennium Galaxy Catalogue (MGC)\n",
+    "  - Source for footprint: https://cdsarc.cds.unistra.fr/viz-bin/cat/VII/240 (mgczcat)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "200c486d-aa58-4906-a04a-846d251a481b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "SDSS = MOC.from_vizier_table(\"V/154/sdss16\").extended()\n",
+    "GAMA = MOC.from_vizier_table(\"J/MNRAS/474/3875/gamadr3\").extended()\n",
+    "OzDES = MOC.from_vizier_table(\"J/MNRAS/472/273/ozdesdr1\").extended()\n",
+    "WiggleZ = MOC.from_vizier_table(\"J/MNRAS/401/1429/wigglez1\").extended()\n",
+    "twoSLAQ = MOC.from_vizier_table(\"J/MNRAS/392/19/2slaqqso\").extended()\n",
+    "twodF = MOC.from_vizier_table(\"VII/250/2dfgrs\").extended()\n",
+    "sixdF = MOC.from_vizier_table(\"VII/259/spectra\").extended()\n",
+    "LAMOST = MOC.from_vizier_table(\"V/156/dr7lrs\").extended()\n",
+    "SSRS = MOC.from_vizier_table(\"J/AJ/116/1/galaxies\").extended()\n",
+    "LCRS = MOC.from_vizier_table(\"VII/203/catalog\").extended()\n",
+    "VIMOS_cdfsdeep = MOC.from_vizier_table(\"J/A+A/559/A14/cdfsdeep\").extended()\n",
+    "VIMOS_f02deep = MOC.from_vizier_table(\"J/A+A/559/A14/f02deep\").extended()\n",
+    "VIMOS_f02udeep = MOC.from_vizier_table(\"J/A+A/559/A14/f02udeep\").extended()\n",
+    "VIMOS_f10wide = MOC.from_vizier_table(\"J/A+A/559/A14/f10wide\").extended()\n",
+    "VIMOS_f14wide = MOC.from_vizier_table(\"J/A+A/559/A14/f14wide\").extended()\n",
+    "VIMOS_f22wide = MOC.from_vizier_table(\"J/A+A/559/A14/f22wide\").extended()\n",
+    "VIMOS = VIMOS_f22wide.union(\n",
+    "    VIMOS_f14wide.union(\n",
+    "        VIMOS_f10wide.union(VIMOS_f02udeep.union(VIMOS_f02deep.union(VIMOS_cdfsdeep)))\n",
+    "    )\n",
+    ").extended()\n",
+    "VIPERS = MOC.from_vizier_table(\"J/A+A/562/A23/spectro\").extended()\n",
+    "DEEP2 = MOC.from_vizier_table(\"III/268/deep2all\").extended()\n",
+    "zCOSMOS = MOC.from_vizier_table(\"J/ApJ/753/121/table5\").extended()\n",
+    "CNOC = MOC.from_vizier_table(\"J/ApJS/129/475/cnoc0223\").extended()\n",
+    "AGES = MOC.from_vizier_table(\"J/ApJS/200/8/table2\").extended()\n",
+    "MGC = MOC.from_vizier_table(\"VII/240/mgczcat\").extended()\n",
+    "twoMASS = MOC.from_vizier_table(\"J/ApJS/199/26/table3\").extended()\n",
+    "PSCz = MOC.from_vizier_table(\"VII/221/pscz\").extended()\n",
+    "CfA = MOC.from_vizier_table(\"VII/193/zcat\").extended()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "32866bcb-44f5-4e2f-8fc1-5961dcd728f1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "      <th>Catalog_Name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>154</th>\n",
+       "      <td>J003441.8-431418.8</td>\n",
+       "      <td>8.67421</td>\n",
+       "      <td>-43.23857</td>\n",
+       "      <td>OzDES DR2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>J003448.9-421403.3</td>\n",
+       "      <td>8.70367</td>\n",
+       "      <td>-42.23426</td>\n",
+       "      <td>OzDES DR2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165</th>\n",
+       "      <td>J003653.6-444953.6</td>\n",
+       "      <td>9.22321</td>\n",
+       "      <td>-44.83155</td>\n",
+       "      <td>OzDES DR2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184</th>\n",
+       "      <td>J004050.0-440750.4</td>\n",
+       "      <td>10.20823</td>\n",
+       "      <td>-44.13066</td>\n",
+       "      <td>OzDES DR2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>657</th>\n",
+       "      <td>J020149.3-055435.6</td>\n",
+       "      <td>30.45562</td>\n",
+       "      <td>-5.9099</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3 § VIPERS</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  JNAME        RA       DEC                       Catalog_Name\n",
+       "154  J003441.8-431418.8   8.67421 -43.23857                          OzDES DR2\n",
+       "157  J003448.9-421403.3   8.70367 -42.23426                          OzDES DR2\n",
+       "165  J003653.6-444953.6   9.22321 -44.83155                          OzDES DR2\n",
+       "184  J004050.0-440750.4  10.20823 -44.13066                          OzDES DR2\n",
+       "657  J020149.3-055435.6  30.45562   -5.9099  SDSS DR17 § HSC Wide DR3 § VIPERS"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = spectroscopic_match[\n",
+    "    spectroscopic_match.Catalog_Name.str.contains(\n",
+    "        \"|\".join(\n",
+    "            [\n",
+    "                \"GAMA\",\n",
+    "                \"OzDES\",\n",
+    "                \"WiggleZ\",\n",
+    "                \"2SLAQ\",\n",
+    "                \"LCRS\",\n",
+    "                \"VIMOS\",\n",
+    "                \"VIPERS\",\n",
+    "                \"DEEP2\",\n",
+    "                \"zCOSMOS\",\n",
+    "                \"AGES\",\n",
+    "                \"CNOC\",\n",
+    "                \"MGC\",\n",
+    "            ]\n",
+    "        )\n",
+    "    )\n",
+    "]\n",
+    "data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "1f897ddb-8d39-4a69-83cf-442c33c516bb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fill = True\n",
+    "linewidth = 0\n",
+    "alpha = 0.35\n",
+    "\n",
+    "fig = plt.figure(111, figsize=(15, 10))\n",
+    "\n",
+    "with World2ScreenMPL(\n",
+    "    fig,\n",
+    "    fov=330 * u.deg,\n",
+    "    center=SkyCoord(0, 0, unit=\"deg\", frame=\"icrs\"),\n",
+    "    coordsys=\"icrs\",\n",
+    "    rotation=Angle(0, u.degree),\n",
+    "    projection=\"MOL\",\n",
+    ") as wcs:\n",
+    "    ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
+    "    lon = ax.coords[0]\n",
+    "    lat = ax.coords[1]\n",
+    "    lon.set_format_unit(\"deg\")\n",
+    "    lon.set_ticks(np.linspace(-180, 180, 10) * u.degree)\n",
+    "    # Small Surveys:\n",
+    "    ax.scatter(\n",
+    "        data.RA.values,\n",
+    "        data.DEC.values,\n",
+    "        0.1,\n",
+    "        color=\"black\",\n",
+    "        transform=ax.get_transform(\"world\"),\n",
+    "        zorder=25,\n",
+    "    )\n",
+    "    GAMA.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"blue\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=1,\n",
+    "    )\n",
+    "    GAMA.border(ax=ax, wcs=wcs, alpha=alpha, color=\"blue\", label=\"GAMA\", zorder=2)\n",
+    "    OzDES.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkgreen\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=3,\n",
+    "    )\n",
+    "    OzDES.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"darkgreen\", label=\"OzDES\", zorder=4\n",
+    "    )\n",
+    "    WiggleZ.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"purple\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=5,\n",
+    "    )\n",
+    "    WiggleZ.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"purple\", label=\"WiggleZ\", zorder=6\n",
+    "    )\n",
+    "    twoSLAQ.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"red\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=7,\n",
+    "    )\n",
+    "    twoSLAQ.border(ax=ax, wcs=wcs, alpha=alpha, color=\"red\", label=\"2SLAQ\", zorder=8)\n",
+    "    LCRS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"dimgrey\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=9,\n",
+    "    )\n",
+    "    LCRS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"dimgrey\", label=\"LCRS\", zorder=10)\n",
+    "    VIMOS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"yellow\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=11,\n",
+    "    )\n",
+    "    VIMOS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"yellow\", label=\"VVDS\", zorder=12)\n",
+    "    VIPERS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkorange\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=13,\n",
+    "    )\n",
+    "    VIPERS.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"darkorange\", label=\"VIPERS\", zorder=14\n",
+    "    )\n",
+    "    DEEP2.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkcyan\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=15,\n",
+    "    )\n",
+    "    DEEP2.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"darkcyan\", label=\"DEEP2\", zorder=16\n",
+    "    )\n",
+    "    zCOSMOS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"indigo\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=17,\n",
+    "    )\n",
+    "    zCOSMOS.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"indigo\", label=\"zCOSMOS\", zorder=18\n",
+    "    )\n",
+    "    CNOC.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"olive\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=19,\n",
+    "    )\n",
+    "    CNOC.border(ax=ax, wcs=wcs, alpha=alpha, color=\"olive\", label=\"CNOC2\", zorder=20)\n",
+    "    AGES.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"lightseagreen\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=21,\n",
+    "    )\n",
+    "    AGES.border(\n",
+    "        ax=ax, wcs=wcs, alpha=alpha, color=\"lightseagreen\", label=\"AGES\", zorder=22\n",
+    "    )\n",
+    "    MGC.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"royalblue\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=23,\n",
+    "    )\n",
+    "    MGC.border(ax=ax, wcs=wcs, alpha=alpha, color=\"royalblue\", label=\"MGC\", zorder=24)\n",
+    "    ax.get_legend()\n",
+    "    ax.coords.frame.set_linewidth(0)\n",
+    "handles, labels = ax.get_legend_handles_labels()\n",
+    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
+    "for hs in handles:\n",
+    "    hs.set_lw(0)\n",
+    "plt.legend(\n",
+    "    handles,\n",
+    "    labels,\n",
+    "    framealpha=0,\n",
+    "    bbox_to_anchor=(0.5, -0.035),\n",
+    "    loc=\"lower center\",\n",
+    "    ncol=6,\n",
+    "    columnspacing=1,\n",
+    "    handlelength=1.0,\n",
+    "    handletextpad=0.25,\n",
+    ")\n",
+    "plt.grid(color=\"black\", linestyle=\"-\", zorder=0, alpha=1)\n",
+    "# plt.savefig(\n",
+    "#     \"results/spectroscopic_surveys_small_with_matched_objects.png\",\n",
+    "#     dpi=150,\n",
+    "#     bbox_inches=\"tight\",\n",
+    "#     transparent=True,\n",
+    "# )\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "399d2a31-3fda-4053-be02-00b93ffa02ba",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "      <th>Catalog_Name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J000020.8-002051.0</td>\n",
+       "      <td>0.08679</td>\n",
+       "      <td>-0.3475</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J000025.6+283211.9</td>\n",
+       "      <td>0.10646</td>\n",
+       "      <td>28.53665</td>\n",
+       "      <td>SDSS DR17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J000101.1-003328.3</td>\n",
+       "      <td>0.25442</td>\n",
+       "      <td>-0.55785</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J000106.0+234605.3</td>\n",
+       "      <td>0.27508</td>\n",
+       "      <td>23.76815</td>\n",
+       "      <td>SDSS DR17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>J000106.5+010329.8</td>\n",
+       "      <td>0.27708</td>\n",
+       "      <td>1.05829</td>\n",
+       "      <td>SDSS DR17 § HSC Wide DR3</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       RA       DEC              Catalog_Name\n",
+       "1  J000020.8-002051.0  0.08679   -0.3475  SDSS DR17 § HSC Wide DR3\n",
+       "2  J000025.6+283211.9  0.10646  28.53665                 SDSS DR17\n",
+       "3  J000101.1-003328.3  0.25442  -0.55785  SDSS DR17 § HSC Wide DR3\n",
+       "4  J000106.0+234605.3  0.27508  23.76815                 SDSS DR17\n",
+       "5  J000106.5+010329.8  0.27708   1.05829  SDSS DR17 § HSC Wide DR3"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = spectroscopic_match[\n",
+    "    spectroscopic_match.Catalog_Name.str.contains(\n",
+    "        \"|\".join([\"SSRS\", \"SDSS\", \"2dF\", \"6dF\", \"LAMOST\"])\n",
+    "    )\n",
+    "]\n",
+    "data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "d0b2af3e-9365-47c8-92d2-054b6c34e016",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fill = True\n",
+    "linewidth = 0\n",
+    "alpha = 0.35\n",
+    "\n",
+    "fig = plt.figure(111, figsize=(15, 10))\n",
+    "\n",
+    "with World2ScreenMPL(\n",
+    "    fig,\n",
+    "    fov=330 * u.deg,\n",
+    "    center=SkyCoord(0, 0, unit=\"deg\", frame=\"icrs\"),\n",
+    "    coordsys=\"icrs\",\n",
+    "    rotation=Angle(0, u.degree),\n",
+    "    projection=\"MOL\",\n",
+    ") as wcs:\n",
+    "    ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
+    "    lon = ax.coords[0]\n",
+    "    lat = ax.coords[1]\n",
+    "    lon.set_format_unit(\"deg\")\n",
+    "    lon.set_ticks(np.linspace(-180, 180, 10) * u.degree)\n",
+    "    # Medium Surveys:\n",
+    "    SSRS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"darkcyan\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=9,\n",
+    "        rasterized=True,\n",
+    "    )\n",
+    "    SSRS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"darkcyan\", label=\"SSRS\", zorder=10)\n",
+    "    SDSS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"dimgrey\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=3,\n",
+    "        rasterized=True,\n",
+    "    )\n",
+    "    SDSS.border(ax=ax, wcs=wcs, alpha=alpha, color=\"dimgrey\", label=\"SDSS\", zorder=4)\n",
+    "    twodF.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"yellow\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=7,\n",
+    "        rasterized=True,\n",
+    "    )\n",
+    "    twodF.border(ax=ax, wcs=wcs, alpha=alpha, color=\"yellow\", label=\"2dFGRS\", zorder=8)\n",
+    "    sixdF.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"purple\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=5,\n",
+    "        rasterized=True,\n",
+    "    )\n",
+    "    sixdF.border(ax=ax, wcs=wcs, alpha=alpha, color=\"purple\", label=\"6dFGS\", zorder=6)\n",
+    "    LAMOST.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"red\",\n",
+    "        linewidth=linewidth,\n",
+    "        zorder=1,\n",
+    "        rasterized=True,\n",
+    "    )\n",
+    "    LAMOST.border(ax=ax, wcs=wcs, alpha=alpha, color=\"red\", label=\"LAMOST\", zorder=2)\n",
+    "    ax.scatter(\n",
+    "        data.RA.values,\n",
+    "        data.DEC.values,\n",
+    "        0.1,\n",
+    "        color=\"black\",\n",
+    "        transform=ax.get_transform(\"world\"),\n",
+    "        zorder=11,\n",
+    "    )\n",
+    "    ax.get_legend()\n",
+    "    ax.coords.frame.set_linewidth(0)\n",
+    "handles, labels = ax.get_legend_handles_labels()\n",
+    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
+    "for hs in handles:\n",
+    "    hs.set_lw(0)\n",
+    "plt.legend(\n",
+    "    handles,\n",
+    "    labels,\n",
+    "    framealpha=0,\n",
+    "    bbox_to_anchor=(0.5, 0.025),\n",
+    "    loc=\"lower center\",\n",
+    "    ncol=5,\n",
+    "    columnspacing=1,\n",
+    "    handlelength=1.0,\n",
+    "    handletextpad=0.25,\n",
+    ")\n",
+    "plt.grid(color=\"black\", linestyle=\"-\", zorder=0, alpha=1)\n",
+    "# plt.savefig(\n",
+    "#     \"results/spectroscopic_surveys_medium_with_matched_objects.png\",\n",
+    "#     dpi=150,\n",
+    "#     bbox_inches=\"tight\",\n",
+    "#     transparent=True,\n",
+    "# )\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "d19e3614-4f76-4aae-a43d-ce80f598418d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "      <th>Catalog_Name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000006.9-633539.7</td>\n",
+       "      <td>0.02858</td>\n",
+       "      <td>-63.59437</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>J000505.9-414828.4</td>\n",
+       "      <td>1.27442</td>\n",
+       "      <td>-41.8079</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>J000940.0-021427.1</td>\n",
+       "      <td>2.4165</td>\n",
+       "      <td>-2.24085</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>J001020.0-352638.8</td>\n",
+       "      <td>2.58321</td>\n",
+       "      <td>-35.44411</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>J001420.6-302401.1</td>\n",
+       "      <td>3.58604</td>\n",
+       "      <td>-30.4003</td>\n",
+       "      <td>CfA</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 JNAME       RA       DEC Catalog_Name\n",
+       "0   J000006.9-633539.7  0.02858 -63.59437          CfA\n",
+       "27  J000505.9-414828.4  1.27442  -41.8079          CfA\n",
+       "46  J000940.0-021427.1   2.4165  -2.24085          CfA\n",
+       "51  J001020.0-352638.8  2.58321 -35.44411          CfA\n",
+       "68  J001420.6-302401.1  3.58604  -30.4003          CfA"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = spectroscopic_match[\n",
+    "    spectroscopic_match.Catalog_Name.str.contains(\"|\".join([\"2MASS\", \"PSCz\", \"CfA\"]))\n",
+    "]\n",
+    "data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "0d813116-4bf4-4616-8641-c7999e54a9ea",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fill = True\n",
+    "linewidth = 0\n",
+    "alpha = 0.35\n",
+    "\n",
+    "fig = plt.figure(111, figsize=(15, 10))\n",
+    "\n",
+    "with World2ScreenMPL(\n",
+    "    fig,\n",
+    "    fov=330 * u.deg,\n",
+    "    center=SkyCoord(0, 0, unit=\"deg\", frame=\"icrs\"),\n",
+    "    coordsys=\"icrs\",\n",
+    "    rotation=Angle(0, u.degree),\n",
+    "    projection=\"MOL\",\n",
+    ") as wcs:\n",
+    "    ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
+    "    lon = ax.coords[0]\n",
+    "    lat = ax.coords[1]\n",
+    "    lon.set_format_unit(\"deg\")\n",
+    "    lon.set_ticks(np.linspace(-180, 180, 10) * u.degree)\n",
+    "    # Full Sky:\n",
+    "    twoMASS.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"#d7191c\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=1,\n",
+    "    )\n",
+    "    twoMASS.border(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        color=\"#d7191c\",\n",
+    "        label=\"2MRS\",\n",
+    "        rasterized=True,\n",
+    "        zorder=2,\n",
+    "    )\n",
+    "    PSCz.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"#fdae61\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=3,\n",
+    "    )\n",
+    "    PSCz.border(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        color=\"#fdae61\",\n",
+    "        label=\"PSCz\",\n",
+    "        rasterized=True,\n",
+    "        zorder=4,\n",
+    "    )\n",
+    "    CfA.fill(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        fill=fill,\n",
+    "        color=\"#2c7bb6\",\n",
+    "        linewidth=linewidth,\n",
+    "        rasterized=True,\n",
+    "        zorder=5,\n",
+    "    )\n",
+    "    CfA.border(\n",
+    "        ax=ax,\n",
+    "        wcs=wcs,\n",
+    "        alpha=alpha,\n",
+    "        color=\"#2c7bb6\",\n",
+    "        label=\"CfA\",\n",
+    "        rasterized=True,\n",
+    "        zorder=6,\n",
+    "    )\n",
+    "    ax.scatter(\n",
+    "        data.RA.values,\n",
+    "        data.DEC.values,\n",
+    "        0.1,\n",
+    "        color=\"black\",\n",
+    "        transform=ax.get_transform(\"world\"),\n",
+    "        zorder=7,\n",
+    "    )\n",
+    "    ax.get_legend()\n",
+    "    ax.coords.frame.set_linewidth(0)\n",
+    "handles, labels = ax.get_legend_handles_labels()\n",
+    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
+    "for hs in handles:\n",
+    "    hs.set_lw(0)\n",
+    "plt.legend(\n",
+    "    handles,\n",
+    "    labels,\n",
+    "    framealpha=0,\n",
+    "    bbox_to_anchor=(0.5, 0.025),\n",
+    "    loc=\"lower center\",\n",
+    "    ncol=3,\n",
+    "    columnspacing=1,\n",
+    "    handlelength=1.0,\n",
+    "    handletextpad=0.25,\n",
+    ")\n",
+    "plt.grid(color=\"black\", linestyle=\"-\", zorder=0, alpha=1)\n",
+    "# plt.savefig(\n",
+    "#     \"results/spectroscopic_surveys_large_with_matched_objects.png\",\n",
+    "#     dpi=150,\n",
+    "#     bbox_inches=\"tight\",\n",
+    "#     transparent=True,\n",
+    "# )\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3b0e3faf-fda6-47fb-a65c-d0004486f9c9",
+   "metadata": {},
+   "source": [
+    "```bash\n",
+    "for f in results/*.png; do \n",
+    "        convert -trim \"$f\" \"$f\"\n",
+    "done\n",
+    "```\n",
+    "\n",
+    "```bash\n",
+    "for FILE in *.pdf; do\n",
+    "  pdfcrop \"${FILE}\" \"${FILE}\"\n",
+    "done\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "9c5e7460-53c2-458e-896d-be8e46582ba4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# %%bash\n",
+    "# for f in results/*.png; do\n",
+    "#         convert -trim \"$f\" \"$f\"\n",
+    "# done"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/how_to.ipynb b/notebooks/how_to.ipynb
index 7aa02c5..78ce864 100644
--- a/notebooks/how_to.ipynb
+++ b/notebooks/how_to.ipynb
@@ -20,10 +20,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
     "import io\n",
     "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
     "from minio import Minio\n",
     "\n",
     "\n",
@@ -61,7 +61,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "MINIO_ENDPOINT_URL = \"b041-152-84-248-250.ngrok-free.app\"\n",
+    "MINIO_ENDPOINT_URL = \"1491-152-84-248-250.ngrok-free.app\"\n",
     "ACCESS_KEY = \"slcomp\"\n",
     "SECRET_KEY = \"slcomp@data\"\n",
     "client = Minio(\n",
diff --git a/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.csv b/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.csv
new file mode 100644
index 0000000..c50bb69
--- /dev/null
+++ b/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.csv
@@ -0,0 +1,133 @@
+JNAME,RA,DEC,System_Type,Lens_Type,Source_Type,theta_E,theta_E_rad,theta_EErr,theta_EMethod,theta_ERef,z_L,z_LErr,z_LType,z_LRef,z_S,z_SErr,z_SType,z_SRef,velDisp,velDispErr,velDispRef,mag_u,mag_uErr,mag_uRef,mag_uS,mag_uSRef,mag_g,mag_gErr,mag_gRef,mag_gS,mag_gSRef,mag_r,mag_rErr,mag_rRef,mag_rS,mag_rSRef,mag_i,mag_iErr,mag_iRef,mag_iS,mag_iSRef,mag_z,mag_zErr,mag_zRef,mag_zS,mag_zSRef,mag_F814W,mag_F814WErr,mag_F814WRef,fiberid,mjd,plate,theta_ap,theta_ap_rad,seeing20,seeing20_rad,seeing50,seeing50_rad,seeing80,seeing80_rad,devrad_r,exprad_r,petror50_r,devrad_r_rad,exprad_r_rad,petror50_r_rad,velDisp0_dev,velDisp0Err_dev,velDisp0_exp,velDisp0Err_exp,velDisp0_petro,velDisp0Err_petro
+J002240.9+143110.1,5.67046,14.51948,Single Lens Galaxy,GALAXY,GALAXY,2.91,1.4108078120287497e-05,0.14,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.38050562,0.0,S,SDSS DR17,2.73,,S,Stark et al. (2013) - arXiv:1302.2663,396.9931,55.420086,SDSS DR17,22.19068,0.58772546,SDSS DR17,23.0,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,19.901407,,Legacy DR9,20.0,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,18.125801,,Legacy DR9,19.8,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.772423,0.0139921,SDSS DR17,19.7,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.187677,,Legacy DR9,19.5,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,,,,198,52233,753,1.5,7.27220521664304e-06,1.44667,7.013654080507323e-06,1.54,7.466130689086854e-06,1.65,7.999425738307343e-06,3.6508102,1.630219,2.548123,1.7699627320942413e-05,7.903524744047067e-06,1.2353648915498742e-05,391.8819590646972,56.01312509134058,413.2993560174643,59.59704381917222,401.2937683901098,57.340201266105346
+J002907.8-005550.5,7.28243,-0.9307,Single Lens Galaxy,GALAXY,GALAXY,0.96,4.654211338651545e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22704253,0.0,S,SDSS DR17,0.931,,S,Leaf et al. (2018) - arXiv:1805.08640,201.65935,18.19063,SDSS DR17,20.529312,0.12854779,SDSS DR17,,,19.0836353,0.00165776967,HSC Wide DR3,,,17.8837967,0.000878638937,HSC Wide DR3,,,17.3364716,0.00106406049,HSC Wide DR3,,,17.0508423,0.00130299921,HSC Wide DR3,,,17.09,,Bolton et al. (2008) - arXiv:0805.1931,88,51782,391,1.5,7.27220521664304e-06,1.71667,8.322651019503071e-06,1.84,8.920571732415462e-06,2.0,9.69627362219072e-06,2.462961,1.2437927,2.2759802,1.1940771888392238e-05,6.030077174241688e-06,1.1034263388944178e-05,204.30178848138323,19.466932424977003,213.72483850425468,21.245016814897742,205.36916917882183,19.61245740793693
+J002927.4+254401.8,7.36412,25.73383,Single Lens Galaxy,GALAXY,GALAXY,0.81,3.926990816987242e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.58688116,0.00015388163,S,SDSS DR17,2.45,,S,Cao et al. (2020) - arXiv:2008.01361,212.64645,51.071056,SDSS DR17,21.674402,0.20303816,SDSS DR17,,,21.595999,,Legacy DR9,,,20.31415,,Legacy DR9,,,19.52557,0.032119535,SDSS DR17,,,19.125235,,Legacy DR9,,,,,,811,56295,6281,1.0,4.84813681109536e-06,1.52523,7.3945237083869764e-06,1.65257,8.01188544991186e-06,1.795,8.70240557591617e-06,1.7050668,1.1312647,1.4077541,8.26639711845657e-06,5.484526035162749e-06,6.824984473180419e-06,214.89741147334814,52.02506191401184,220.79583510833984,53.6014184771849,217.6322979262937,52.73503365888285
+J004402.9+011312.6,11.01208,1.22018,Single Lens Galaxy,GALAXY,GALAXY,0.79,3.830028080765334e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.1195824,0.0,S,SDSS DR17,0.196,,S,Leaf et al. (2018) - arXiv:1805.08640,254.28107,12.22925,SDSS DR17,18.842001,0.038537975,SDSS DR17,,,17.2015877,0.000387434382,HSC Wide DR3,,,16.2108364,0.000218255285,HSC Wide DR3,,,15.8678503,,HSC Wide DR3,,,15.4125319,0.000251494668,HSC Wide DR3,,,15.73,,Bolton et al. (2008) - arXiv:0805.1931,456,51794,393,1.5,7.27220521664304e-06,1.495,7.2479645325875634e-06,1.6925,8.205471552778896e-06,1.97,9.55082951785786e-06,2.7005608,1.5553714,2.0678043,1.3092688225081133e-05,7.5406533392649255e-06,1.0024998144971274e-05,256.05194064178477,14.540999325253988,265.5479676134263,16.115279303410496,260.60359976615433,15.114514289093153
+J014356.6-100633.7,25.98575,-10.10936,,,,1.23,5.963208277647293e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22096924,0.0,S,SDSS DR17,1.1046,,S,Leaf et al. (2018) - arXiv:1805.08640,207.81186,18.66151,SDSS DR17,20.398289,0.17022298,SDSS DR17,,,18.775541,,Legacy DR9,,,17.512342,,Legacy DR9,,,17.192417,0.00535,DELVE DR2,,,16.759989,,Legacy DR9,,,16.85,0.05,Shu et al. (2017) - arXiv:1711.00072,259,52174,664,1.5,7.27220521664304e-06,1.91333,9.276085604773084e-06,2.05333,9.954824758326435e-06,2.26667,1.098912626560552e-05,3.0802178,1.5510582,2.2851312,1.4933317302371163e-05,7.519742355571308e-06,1.1078628688902512e-05,207.4502479113022,19.64193744808689,217.059539892827,21.087136521964876,211.57882310165698,20.121941193217104
+J015930.1-000612.4,29.87558,-0.10345,,,,0.92,4.460285866207731e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.15844078,0.0,S,SDSS DR17,0.7477,,S,Leaf et al. (2018) - arXiv:1805.08640,212.7711,18.071886,SDSS DR17,21.499664,0.18159838,SDSS DR17,,,19.4766712,0.00100316689,HSC Wide DR3,,,18.4253311,0.000735624169,HSC Wide DR3,,,17.9207611,0.000481152209,HSC Wide DR3,,,17.6264496,0.000624867273,HSC Wide DR3,,,17.47,0.05,Shu et al. (2017) - arXiv:1711.00072,171,53287,1555,1.5,7.27220521664304e-06,1.675,8.120629158584728e-06,1.85,8.969053100526416e-06,2.09,1.0132605935189301e-05,0.860075,0.5438092,4.4665055,4.169761267802842e-06,2.6364614007323187e-06,2.1654229731509887e-05,231.05918877997553,22.889885108768798,238.15690037463025,25.305371179606414,207.25487848709315,18.866557230087555
+J020121.4+322829.7,30.33917,32.47493,Single Lens Galaxy,GALAXY,GALAXY,1.44,6.9813170079773176e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.39570424,7.9755286e-05,S,SDSS DR17,2.82,,S,Cao et al. (2020) - arXiv:2008.01361,258.23184,20.32002,SDSS DR17,26.813648,0.93902004,SDSS DR17,,,20.658466,,Legacy DR9,,,18.996351,,Legacy DR9,,,18.129366,0.021216804,SDSS DR17,,,17.949654,,Legacy DR9,,,,,,722,56565,6605,1.0,4.84813681109536e-06,1.4795,7.172818412015585e-06,1.61557,7.832504387901331e-06,1.79105,8.683255435512345e-06,3.017967,1.4830137,1.7165349,1.463151690737103e-05,7.189853310328731e-06,8.321996036219893e-06,251.31395993381793,21.437409860181,263.37963333017774,22.33200175629085,260.8499125047698,22.00653087373685
+J020241.4-064611.3,30.6725,-6.7698,Single Lens Galaxy,GALAXY,GALAXY,1.16,5.623838700870617e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.50198656,0.00010652579,S,SDSS DR17,2.748,,S,Shu et al. (2022) - arXiv:2201.11135,159.52724,25.586084,SDSS DR17,22.994,0.056,CFHTLS Wide,,,21.4598389,0.0084883431,HSC Wide DR3,,,19.8405247,0.00383135164,HSC Wide DR3,,,19.0262566,0.00183656812,HSC Wide DR3,23.95,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.6874046,0.00274521415,HSC Wide DR3,,,,,,379,55946,4398,1.0,4.84813681109536e-06,1.92264,9.321221758484383e-06,2.04698,9.924039089575979e-06,2.21082,1.0718357824705843e-05,0.8158424,0.714877,1.0887493,3.955315571492385e-06,3.4658214991054176e-06,5.278405559384305e-06,169.2531722387766,28.067240520277938,170.73539504973792,28.455284842605437,166.06021295763443,27.299958891597438
+J021652.5-081345.3,34.21886,-8.22926,Single Lens Galaxy,GALAXY,GALAXY,1.16,5.623838700870617e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.33165297,0.0,S,SDSS DR17,0.524,,S,Leaf et al. (2018) - arXiv:1805.08640,332.00018,23.987709,SDSS DR17,20.902,0.017,CFHTLS Wide,,,18.915123,,Legacy DR9,,,17.271545,,Legacy DR9,,,16.960361,0.005542,DELVE DR2,,,16.421583,,Legacy DR9,,,16.93,,Bolton et al. (2008) - arXiv:0805.1931,428,52162,668,1.5,7.27220521664304e-06,1.546,7.495219509953426e-06,1.634,7.921855549329818e-06,1.738,8.426061777683735e-06,3.366077,1.8183681,2.6764064,1.6319201812681435e-05,8.815697321731529e-06,1.297558438929121e-05,329.4868868486617,25.807051650462824,343.1542032868989,27.43806729882012,334.5106013500249,26.200001643019682
+J022511.0-045433.4,36.29597,-4.90928,,,GALAXY,1.76,8.532720787527833e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.2378922,3.5097295e-05,S,SDSS DR17,1.2,,S,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,247.66295,13.287849,SDSS DR17,20.17,0.002,CFHTLS Deep,,,19.2576427,0.000406288484,HSC Deep DR3,,,17.8934231,0.000230234495,HSC Deep DR3,,,17.358345,0.000161261967,HSC Deep DR3,,,17.0622368,0.000169892635,HSC Deep DR3,,,,,,235,55534,4387,1.0,4.84813681109536e-06,1.24442,6.0331184104632884e-06,1.32718,6.43435021294954e-06,1.42434,6.905395185515564e-06,2.1273162,1.2715514,1.898424,1.0313519978059499e-05,6.164655149539841e-06,9.203819277466897e-06,246.65623963774786,15.170435799807196,255.17785508507524,16.142944812148095,248.51640876836683,15.282442041759007
+J023307.1-043838.2,38.27944,-4.64395,,,GALAXY,1.77,8.581202155638788e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.6709407,0.00020094514,S,SDSS DR17,1.869,,S,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,385.55154,110.80694,SDSS DR17,22.663,0.046,CFHTLS Wide,,,22.2549763,0.00870305113,HSC Wide DR3,,,20.7613754,0.0056634238,HSC Wide DR3,,,19.6141777,0.00195657392,HSC Wide DR3,,,19.1203327,0.00268335547,HSC Wide DR3,,,,,,303,55540,4386,1.0,4.84813681109536e-06,1.36006,6.593756951298355e-06,1.48384,7.193859325775739e-06,1.62468,7.876670914250409e-06,2.7575622,1.4741579,1.7663255,1.3369038810705106e-05,7.146919180357033e-06,8.563387676926417e-06,377.46418521936147,109.14542394228624,393.3929001254951,113.74379385999453,388.7261464822157,112.33763087799733
+J023817.8-054555.6,39.57406,-5.76544,Single Lens Galaxy,GALAXY,QUASAR,0.93,4.508767234318685e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.59926045,0.00021367474,S,SDSS DR17,1.763,,S,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,382.24545,86.297585,SDSS DR17,21.59161,0.20652334,SDSS DR17,,,21.1785965,0.00475654611,HSC Wide DR3,,,19.9431267,0.00226725987,HSC Wide DR3,,,18.8734913,0.0016584869,HSC Wide DR3,21.77,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.5128021,0.00188953313,HSC Wide DR3,,,,,,883,55811,4399,1.0,4.84813681109536e-06,1.32646,6.4308595544455505e-06,1.44204,6.9912072070719526e-06,1.55492,7.538464890308397e-06,1.2583283,0.8118045,1.0945164,6.100547751673046e-06,3.935739279862863e-06,5.306365249187574e-06,394.1158514322091,89.96170613978222,405.68271897110526,93.17912902977969,397.76048291441776,90.93462195786695
+J025245.2+003958.4,43.18836,0.66622,Single Lens Galaxy,GALAXY,GALAXY,1.04,5.042062283539175e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.28029707,0.0,S,SDSS DR17,0.982,,S,Leaf et al. (2018) - arXiv:1805.08640,172.09563,10.717397,SDSS DR17,21.872196,0.27442208,SDSS DR17,,,20.25227,,Legacy DR9,,,18.845724,,Legacy DR9,,,18.280281,0.00755,DELVE DR2,,,17.968391,,Legacy DR9,,,18.04,,Bolton et al. (2008) - arXiv:0805.1931,614,52295,807,1.5,7.27220521664304e-06,1.91375,9.278121822233745e-06,2.0725,1.0047763540995132e-05,2.24875,1.090224765395069e-05,1.3514667,0.8508005,1.1894392,6.552095457239569e-06,4.124797222948337e-06,5.766563970079816e-06,181.39557653167557,13.416840392346545,187.02136166996513,15.08706750015963,182.93097830941184,13.823478552386653
+J032415.5+004505.5,51.06458,0.75154,,,,0.55,2.666475246102448e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.32102302,0.0,S,SDSS DR17,0.9199,,S,Leaf et al. (2018) - arXiv:1805.08640,181.54752,20.534771,SDSS DR17,21.467926,0.13737376,SDSS DR17,,,20.320724,,Legacy DR9,,,19.107388,,Legacy DR9,,,18.559399,0.011143,DELVE DR2,,,18.244644,,Legacy DR9,,,18.23,0.22,Shu et al. (2017) - arXiv:1711.00072,424,52945,1629,1.5,7.27220521664304e-06,1.588,7.698841256019432e-06,1.757,8.518176377094547e-06,1.971,9.555677654668954e-06,1.2727307,0.871813,1.1248707,6.1703725572811655e-06,4.226668697691479e-06,5.453527048392605e-06,192.11784795980614,23.12961392546029,196.97557776024757,24.409787770098394,193.69015717928636,23.51695090002944
+J073736.4+321540.3,114.40167,32.26119,Single Lens Galaxy,GALAXY,GALAXY,0.65,3.151288927211984e-06,0.03,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.3589947,7.195432e-05,S,SDSS DR17,0.48,0.03,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,262.02603,20.816559,SDSS DR17,23.42239,0.6784628,SDSS DR17,,,20.898735,,Legacy DR9,,,19.209986,,Legacy DR9,,,18.754826,0.015001228,SDSS DR17,,,18.326412,,Legacy DR9,,,,,,418,55539,4443,1.0,4.84813681109536e-06,1.5338,7.436072240858063e-06,1.6524,8.011061266653973e-06,1.7832,8.645197561545246e-06,0.8518913,0.6501134,1.2490115,4.130085570581881e-06,3.151838705926362e-06,6.055378630631432e-06,277.2088303949233,24.80149842201104,282.19878187906005,26.149743249184162,270.29563460020717,23.334549268640107
+J074249.7+334149.0,115.70702,33.69694,Single Lens Galaxy,GALAXY,GALAXY,1.2,5.817764173314431e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.49366963,0.00010858392,S,SDSS DR17,2.36,,S,Cao et al. (2020) - arXiv:2008.01361,249.23672,30.756437,SDSS DR17,25.327353,1.1059693,SDSS DR17,,,21.175386,,Legacy DR9,,,19.7959,,Legacy DR9,,,19.28853,0.024593433,SDSS DR17,,,18.709066,,Legacy DR9,,,,,,41,55539,4440,1.0,4.84813681109536e-06,1.32487,6.423151016915909e-06,1.48113,7.180720875017671e-06,1.70984,8.289538245083291e-06,1.1631465,0.7831819,1.2438922,5.639093363346729e-06,3.796972999173605e-06,6.030559563854391e-06,258.3141134907029,33.12883318898647,265.14599563097113,34.65751806799472,257.1723928755168,32.90780163135532
+J075428.5+192728.1,118.61883,19.45781,,,,1.04,5.042062283539175e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.1534314,0.0,S,SDSS DR17,0.7401,,S,Leaf et al. (2018) - arXiv:1805.08640,192.15538,16.514164,SDSS DR17,20.623888,0.13026339,SDSS DR17,,,18.512415,,Legacy DR9,,,17.398703,,Legacy DR9,,,17.151909,0.003712,DELVE DR2,,,16.64531,,Legacy DR9,,,17.02,0.1,Shu et al. (2017) - arXiv:1711.00072,627,52939,1582,1.5,7.27220521664304e-06,1.72,8.338795315084019e-06,1.90667,9.24379701361119e-06,2.20667,1.0698238056939797e-05,1.4786375,0.99502105,1.5854306,7.168636894016015e-06,4.823998180319756e-06,7.686384453297003e-06,201.34074811158604,18.92075146513845,206.67389366860834,20.26280980863792,200.41620472335316,18.724614358206853
+J075523.5+344539.6,118.84798,34.761,Single Lens Galaxy,GALAXY,GALAXY,2.05,9.938680462745487e-06,,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.7223376,0.00020263747,S,SDSS DR17,2.6335,,S,Tran et al. (2022) - arXiv:2205.05307,220.66866,47.953865,SDSS DR17,24.715326,1.0573703,SDSS DR17,,,22.089165,,Legacy DR9,,,20.532673,,Legacy DR9,,,20.586685,0.049376436,SDSS DR17,,,18.767607,,Legacy DR9,,,,,,639,55488,3754,1.0,4.84813681109536e-06,1.20856,5.859264224417408e-06,1.28524,6.2310193550922e-06,1.43503,6.957221768026174e-06,0.3028931,0.37909976,0.655836,1.468467187936788e-06,1.8379275015334164e-06,3.1795826536415365e-06,249.9444734227355,56.99839311387534,246.26965720691206,55.68985238025834,237.5199815512367,52.83321883401084
+J075749.0+195616.3,119.45412,19.93786,,,,1.62,7.853981633974484e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12057459,0.0,S,SDSS DR17,0.8326,,S,Leaf et al. (2018) - arXiv:1805.08640,206.20572,11.711088,SDSS DR17,19.524162,0.06822474,SDSS DR17,,,17.17159,,Legacy DR9,,,16.148645,,Legacy DR9,,,15.949508,0.002751,DELVE DR2,,,15.401462,,Legacy DR9,,,15.82,0.09,Shu et al. (2017) - arXiv:1711.00072,347,53315,1922,1.5,7.27220521664304e-06,0.98,4.751174074873453e-06,1.0875,5.272348782066204e-06,1.2075,5.854125199397647e-06,3.6081643,1.9105347,3.20087,1.749287416331012e-05,9.26253360794503e-06,1.5518255674530805e-05,203.70881141965086,13.142889679268102,212.4391160006725,14.006810777970736,205.3255621649652,13.195334281980656
+J080731.5+441048.3,121.88128,44.18008,Single Lens Galaxy,GALAXY,GALAXY,2.1,1.0181087303300256e-05,0.1,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.4487698,0.0,S,SDSS DR17,2.536,0.001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,222.3139,52.74327,SDSS DR17,22.15105,0.40537894,SDSS DR17,,,20.658894,,Legacy DR9,,,18.917835,,Legacy DR9,,,18.688412,0.0207677,SDSS DR17,,,17.88402,,Legacy DR9,,,,,,249,51877,439,1.5,7.27220521664304e-06,1.60333,7.773163193333523e-06,1.69667,8.225688283281164e-06,1.87667,9.098352909278328e-06,1.8398837,0.9906029,1.5539,8.920007894104332e-06,4.802578384667815e-06,7.53351979076108e-06,229.60453183728814,55.03155047339394,239.18131374966092,57.86167173700533,232.17887251000766,55.75065691872256
+J081959.8+535624.2,124.99921,53.94005,Single Lens Galaxy,GALAXY,QUASAR,2.057,9.972617420423155e-06,,,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.2936637,4.104e-05,S,SDSS DR17,2.239,0.002,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,281.45294,13.732641,SDSS DR17,21.777573,0.34936365,SDSS DR17,,,19.238394,,Legacy DR9,,,17.673069,,Legacy DR9,,,17.330496,0.0088026505,SDSS DR17,18.52,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,16.798452,,Legacy DR9,,,,,,217,56749,7376,1.0,4.84813681109536e-06,1.58462,7.68245455359793e-06,1.70364,8.259479796854499e-06,1.82812,8.862975867099649e-06,2.2817466,1.4499454,1.7300514,1.106221968505168e-05,7.029533667818386e-06,8.387525877427063e-06,279.0153650932652,16.027170736190165,287.49120321067255,16.746953432649732,284.1593004036008,16.332488040518264
+J082242.3+265243.5,125.6763,26.87875,Single Lens Galaxy,GALAXY,GALAXY,1.17,5.672320068981571e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.24131711,0.0,S,SDSS DR17,0.594,,S,Leaf et al. (2018) - arXiv:1805.08640,254.685,15.285655,SDSS DR17,20.688223,0.13170312,SDSS DR17,,,18.719147,,Legacy DR9,,,17.339956,,Legacy DR9,,,17.10056,0.004466,DELVE DR2,,,16.57284,,Legacy DR9,,,16.99,,Bolton et al. (2008) - arXiv:0805.1931,253,52932,1267,1.5,7.27220521664304e-06,1.765,8.55696147158331e-06,1.935,9.381144729469522e-06,2.1475,1.0411373801827284e-05,2.2751794,1.3060161,2.178023,1.1030381000985853e-05,6.331744730293198e-06,1.0559353481712349e-05,259.3763279199828,17.563886236414636,269.05481412565746,19.504729347948427,260.12449358671176,17.66893749574603
+J082639.9+563036.0,126.66608,56.50999,,,,1.01,4.896618179206313e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.13181522,0.0,S,SDSS DR17,1.2907,,S,Leaf et al. (2018) - arXiv:1805.08640,163.91096,8.626058,SDSS DR17,20.785336,0.08688337,SDSS DR17,,,17.607925,,Legacy DR9,,,16.584522,,Legacy DR9,,,17.109846,0.0058398466,SDSS DR17,,,15.897744,,Legacy DR9,,,16.27,0.11,Shu et al. (2017) - arXiv:1711.00072,414,53386,1783,1.5,7.27220521664304e-06,1.69333,8.209495506332106e-06,1.79667,8.7105019643907e-06,1.93333,9.373048340994991e-06,0.46987814,0.5882589,0.91578686,2.278033507263019e-06,2.8519596275444645e-06,4.439859987083433e-06,185.24520310026642,15.948694315706593,182.5183253123846,14.782940209543545,177.26360030749584,12.786148779313153
+J084647.5+044605.0,131.69779,4.76805,,,GALAXY,3.4,1.6483665157724223e-05,0.1,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.24144608,0.0,S,SDSS DR17,1.405,0.001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,242.57613,21.73554,SDSS DR17,20.718746,0.19059351,SDSS DR17,,,19.3807411,0.00186347275,HSC Wide DR3,,,18.0189896,0.000933317468,HSC Wide DR3,,,17.4612389,0.000852865225,HSC Wide DR3,,,17.1591415,0.00117491442,HSC Wide DR3,,,,,,554,52650,1188,1.5,7.27220521664304e-06,1.40667,6.81972860806351e-06,1.58333,7.676200457111616e-06,1.86333,9.033678764218317e-06,4.1923413,2.2635522,3.47031,2.0325044181205375e-05,1.0974010744655886e-05,1.682453765691234e-05,237.2771560052023,22.573335308118395,247.12796447092794,23.4642690121375,240.25573321752802,22.731528160894097
+J084727.7+234819.5,131.86537,23.80542,,,,0.96,4.654211338651545e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.15508929,0.0,S,SDSS DR17,0.5327,,S,Leaf et al. (2018) - arXiv:1805.08640,200.70135,15.771011,SDSS DR17,20.623156,0.11316417,SDSS DR17,,,18.3861,,Legacy DR9,,,17.28025,,Legacy DR9,,,17.114178,0.005991,DELVE DR2,,,16.519482,,Legacy DR9,,,17.0,0.06,Shu et al. (2017) - arXiv:1711.00072,342,53379,2085,1.5,7.27220521664304e-06,1.0425,5.054182625566912e-06,1.12,5.429913228426803e-06,1.2625,6.1207727240078915e-06,1.7349093,1.0021552,1.8179815,8.411077641241683e-06,4.858585515550633e-06,8.81382303204036e-06,208.08847593979388,17.90209144056921,215.76380265659483,19.756187696994193,207.44711157157425,17.782407516198962
+J085141.9+050507.0,132.92454,5.08528,,,,0.91,4.411804498096778e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12759489,0.0,S,SDSS DR17,0.6371,,S,Leaf et al. (2018) - arXiv:1805.08640,176.28224,11.85112,SDSS DR17,20.24775,0.064274706,SDSS DR17,,,18.3711395,0.00128096773,HSC Wide DR3,,,17.3831882,0.000807505217,HSC Wide DR3,,,16.8776245,0.000418191863,HSC Wide DR3,,,16.5860081,0.000565452327,HSC Wide DR3,,,16.77,0.11,Shu et al. (2017) - arXiv:1711.00072,132,52668,1189,1.5,7.27220521664304e-06,1.22,5.914726909536339e-06,1.33667,6.480359031286835e-06,1.50667,7.304542289173046e-06,1.2779579,0.84797883,1.3168759,6.1957147380201235e-06,4.111117380752574e-06,6.384394526434332e-06,186.49554897686227,14.699625865967894,191.6130803273284,16.211604506286168,186.12666815709133,14.605733761595884
+J085621.6+201040.5,134.08996,20.17793,Single Lens Galaxy,GALAXY,GALAXY,0.98,4.751174074873453e-06,,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.50736374,0.00014875237,S,SDSS DR17,2.2335,,S,Shu et al. (2016) - arXiv:1604.01842,233.7753,36.32847,SDSS DR17,26.675983,0.4640282,SDSS DR17,,,22.026628,,Legacy DR9,,,20.306496,,Legacy DR9,,,19.692438,0.026697,DELVE DR2,,,19.183481,,Legacy DR9,,,,,,755,55955,5175,1.0,4.84813681109536e-06,2.32517,1.1272742269054598e-05,2.52453,1.223926682371457e-05,2.77801,1.3468172542591021e-05,1.5467302,0.9526591,1.3269007,7.4987596194528884e-06,4.6186216511349755e-06,6.4329961283382e-06,237.77448045500532,37.68617372819997,245.50295640433757,39.31718144134694,240.19240283867092,38.15372108876045
+J085856.0-010208.5,134.73328,-1.03568,Single Lens Galaxy,GALAXY,GALAXY,1.0,4.84813681109536e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.4674695,0.00011627824,S,SDSS DR17,1.421,,S,Shu et al. (2022) - arXiv:2201.11135,184.74664,27.167465,SDSS DR17,21.841,0.019,CFHTLS Wide,,,21.0372086,0.00295738899,HSC Wide DR3,,,19.8150749,0.00166158716,HSC Wide DR3,,,18.8068085,0.000998593052,HSC Wide DR3,21.71,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.3687477,0.00134789688,HSC Wide DR3,,,,,,90,55537,3815,1.0,4.84813681109536e-06,1.32175,6.408024830065292e-06,1.41676,6.868646308487462e-06,1.52132,7.375567493455593e-06,1.4276416,0.9474591,1.1677282,6.921401794011077e-06,4.59341133971728e-06,5.661306071774125e-06,188.90335075680366,28.428680519016435,194.08480572318194,29.518964285903763,191.42557998417155,28.92982037219543
+J090311.6+003906.5,135.79833,0.6518,Single Lens Galaxy,GALAXY,GALAXY,1.56,7.563093425308762e-06,0.11,,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.29969585,4.370042e-05,S,SDSS DR17,3.042,,S,Negrello et al. (2016) - arXiv:1611.03922,243.1775,16.491121,SDSS DR17,23.19682,0.64438,KiDS DR3,,,20.2723885,0.0020197914,HSC Wide DR3,,,18.7912827,0.000914965756,HSC Wide DR3,,,18.1966248,0.000665478874,HSC Wide DR3,,,17.8614235,0.000755226065,HSC Wide DR3,,,,,,626,55532,3818,1.0,4.84813681109536e-06,1.19016,5.770058507093254e-06,1.24409,6.031518525315626e-06,1.31164,6.359010166905118e-06,1.6808457,0.96991813,1.6815901,8.148969911941348e-06,4.702295789801775e-06,8.152578864983527e-06,245.98381408057483,18.295325723113596,255.07438837819697,19.871647252327126,245.97662577571933,18.29451420236768
+J091205.3+002901.2,138.02211,0.48367,Single Lens Galaxy,GALAXY,GALAXY,1.63,7.902463002085436e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16419417,0.0,S,SDSS DR17,0.324,,S,Leaf et al. (2018) - arXiv:1805.08640,309.71875,11.792473,SDSS DR17,19.56738,0.03165,KiDS DR3,,,17.2935486,0.000416349038,HSC Wide DR3,,,16.145359,0.000259998837,HSC Wide DR3,,,15.6776209,0.00015878609,HSC Wide DR3,,,15.3101616,0.000214002663,HSC Wide DR3,,,15.57,,Bolton et al. (2008) - arXiv:0805.1931,429,51955,472,1.5,7.27220521664304e-06,2.674,1.2963917832868992e-05,2.802,1.3584479344689198e-05,2.922,1.4166255762020642e-05,3.9183881,2.2644129,2.5024257,1.8996881587768006e-05,1.0978183536009196e-05,1.2132102153201073e-05,304.3073268164282,14.992694597395158,315.522569265315,15.572434314777137,313.44811466753526,15.30931528094386
+J091859.2+510452.6,139.74671,51.08128,Single Lens Galaxy,GALAXY,GALAXY,1.56,7.563093425308762e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.5811148,0.00017013498,S,SDSS DR17,2.4,,S,Cao et al. (2020) - arXiv:2008.01361,294.4123,57.78207,SDSS DR17,22.24616,0.49215075,SDSS DR17,,,21.108295,,Legacy DR9,,,20.146133,,Legacy DR9,,,19.293026,0.036613807,SDSS DR17,,,18.968851,,Legacy DR9,,,,,,697,56607,5730,1.0,4.84813681109536e-06,1.51998,7.369070990128726e-06,1.62424,7.874537734053526e-06,1.75918,8.528745315342734e-06,2.633088,1.5061702,1.5300647,1.2765570859653458e-05,7.30211919039486e-06,7.4179629954275785e-06,289.1167245839694,57.46175703522688,299.97443390515963,59.62365213588618,299.6629725571876,59.55462003389807
+J092048.3+302818.3,140.20117,30.47176,,,,0.7,3.393695767766752e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.28813732,0.0,S,SDSS DR17,0.3918,,S,Leaf et al. (2018) - arXiv:1805.08640,302.64917,17.171574,SDSS DR17,20.639626,0.14612876,SDSS DR17,,,18.49994,,Legacy DR9,,,16.976841,,Legacy DR9,,,16.529675,0.005638726,SDSS DR17,,,16.176695,,Legacy DR9,,,16.25,0.05,Shu et al. (2017) - arXiv:1711.00072,111,53379,1938,1.5,7.27220521664304e-06,1.24333,6.027833941339194e-06,1.36333,6.6096103586706365e-06,1.56667,7.595430497838768e-06,3.3797832,1.8381432,2.7098606,1.638565134544167e-05,8.91156971198462e-06,1.3137774927796958e-05,300.2775241779912,19.30815580968369,312.59386730661413,20.689052437353578,304.68774829546714,19.581769634996718
+J093600.8+091335.8,144.00327,9.22661,Single Lens Galaxy,GALAXY,GALAXY,1.09,5.284469124093943e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.18969856,0.0,S,SDSS DR17,0.588,,S,Leaf et al. (2018) - arXiv:1805.08640,238.41168,11.523771,SDSS DR17,20.290905,0.10374889,SDSS DR17,,,18.078678,,Legacy DR9,,,16.87392,,Legacy DR9,,,16.648344,0.0061845654,SDSS DR17,,,16.143063,,Legacy DR9,,,16.52,,Bolton et al. (2008) - arXiv:0805.1931,78,53050,1303,1.5,7.27220521664304e-06,1.2875,6.241976144285276e-06,1.4375,6.96919666594958e-06,1.635,7.926703686140914e-06,2.3830273,1.4763092,2.1673281,1.1553242374975187e-05,7.157348977078742e-06,1.0507503143331367e-05,242.0622220832806,13.892892718862562,249.83416452050972,15.368057174428042,243.58273538154657,14.101396834230396
+J094656.7+100652.8,146.73621,10.11467,Single Lens Galaxy,GALAXY,GALAXY,1.38,6.690428799311596e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22193049,0.0,S,SDSS DR17,0.608,,S,Leaf et al. (2018) - arXiv:1805.08640,256.57837,20.485062,SDSS DR17,20.94602,0.18506987,SDSS DR17,,,18.901012,,Legacy DR9,,,17.588116,,Legacy DR9,,,17.25079,0.003953,DELVE DR2,,,16.79745,,Legacy DR9,,,17.09,,Bolton et al. (2008) - arXiv:0805.1931,503,52757,1305,1.5,7.27220521664304e-06,1.14,5.5268759646487095e-06,1.23667,5.995545350177298e-06,1.61,7.80550026586353e-06,2.5286024,1.2866203,2.1122766,1.2259010376064073e-05,6.237711238332555e-06,1.0240605939675348e-05,259.48958327607005,22.180140266196087,271.3228174991976,24.350883004451646,262.5889778222208,22.60154030723676
+J095557.5+301450.9,148.98954,30.24748,,,,0.54,2.6179938779914943e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.32144183,0.0,S,SDSS DR17,0.4671,,S,Leaf et al. (2018) - arXiv:1805.08640,259.66708,28.626251,SDSS DR17,22.03327,0.59129244,SDSS DR17,,,19.277397,,Legacy DR9,,,17.729538,,Legacy DR9,,,17.57917,0.007117,DELVE DR2,,,16.91343,,Legacy DR9,,,17.26,0.04,Shu et al. (2017) - arXiv:1711.00072,379,53436,1950,1.5,7.27220521664304e-06,1.13667,5.510731669067763e-06,1.21667,5.898582613955391e-06,1.29,6.254096486313014e-06,3.172134,1.526697,2.6401837,1.5378939615127167e-05,7.401635925088852e-06,1.2799971784023949e-05,258.7126690327357,29.562058945553467,271.5058607977094,31.60478169458919,261.8659572166186,29.938853016151203
+J095629.8+510006.6,149.1241,51.00184,Single Lens Galaxy,GALAXY,GALAXY,1.33,6.448021958756829e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.24054681,0.0,S,SDSS DR17,0.47,,S,Leaf et al. (2018) - arXiv:1805.08640,297.43375,16.247213,SDSS DR17,20.44439,0.11603882,SDSS DR17,,,18.588263,,Legacy DR9,,,17.16524,,Legacy DR9,,,16.643677,0.005703446,SDSS DR17,,,16.450485,,Legacy DR9,,,16.68,,Bolton et al. (2008) - arXiv:0805.1931,68,52409,902,1.5,7.27220521664304e-06,1.53,7.417649320975901e-06,1.65333,8.015570033888292e-06,1.79667,8.7105019643907e-06,2.7061188,1.3631074,2.0460129,1.3119634169477202e-05,6.608531163416488e-06,9.919350456465969e-06,299.46450720425355,18.69058435070414,313.3294847168836,21.161948338815304,305.04246181368273,19.39686823425014
+J095654.8+553947.3,149.2285,55.66313,,,,1.17,5.672320068981571e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.19591375,0.0,S,SDSS DR17,0.8483,,S,Leaf et al. (2018) - arXiv:1805.08640,188.92395,11.555434,SDSS DR17,20.595139,0.12404846,SDSS DR17,,,18.498678,,Legacy DR9,,,17.239397,,Legacy DR9,,,16.957249,0.006390019,SDSS DR17,,,16.494005,,Legacy DR9,,,16.84,0.02,Shu et al. (2017) - arXiv:1711.00072,390,52652,945,1.5,7.27220521664304e-06,1.8825,9.126617546887015e-06,2.1125,1.0241689013438947e-05,2.4525,1.1890055529211371e-05,1.9967144,1.2190768,2.1404202,9.680344583884185e-06,5.910251109632336e-06,1.0377049962832092e-05,194.0689996686171,13.47568724014436,200.49288704208965,14.901625427974356,193.18085473606342,13.335381907175325
+J095901.0+441639.4,149.75402,44.2776,Single Lens Galaxy,GALAXY,GALAXY,0.96,4.654211338651545e-06,0.01,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.23687448,0.0,S,SDSS DR17,0.531,0.001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,238.48656,19.836023,SDSS DR17,20.460875,0.12087155,SDSS DR17,,,18.819448,,Legacy DR9,,,17.438328,,Legacy DR9,,,16.99804,0.0067772777,SDSS DR17,,,16.730797,,Legacy DR9,,,16.9,,Bolton et al. (2008) - arXiv:0805.1931,499,52703,942,1.5,7.27220521664304e-06,1.46667,7.110616816729231e-06,1.59333,7.72468182522257e-06,1.75,8.484239419416879e-06,2.2235093,1.4666593,2.2377765,1.0779877287142875e-05,7.110564941665354e-06,1.0849046624654135e-05,243.24803538243984,21.641849586933493,250.0208240124987,22.881633528060156,243.145372892433,21.62707426418969
+J095944.1+041017.0,149.93368,4.17139,Single Lens Galaxy,GALAXY,GALAXY,0.99,4.799655442984406e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12597495,0.0,S,SDSS DR17,0.535,,S,Leaf et al. (2018) - arXiv:1805.08640,202.76117,12.295512,SDSS DR17,20.55073,0.07548818,SDSS DR17,,,18.2144356,0.000731592649,HSC Wide DR3,,,17.211441,0.000510444981,HSC Wide DR3,,,16.6377411,0.000256713363,HSC Wide DR3,,,16.2597733,0.000405307539,HSC Wide DR3,,,16.92,,Bolton et al. (2008) - arXiv:0805.1931,495,52289,572,1.5,7.27220521664304e-06,1.6825,8.156990184667944e-06,1.8225,8.835729338221293e-06,1.97,9.55082951785786e-06,1.4846721,1.1801593,1.34584,7.197893460416251e-06,5.721573745286531e-06,6.524816445844579e-06,212.39641166281805,15.192043784711318,215.63870230112113,16.028703828284048,213.77712143670706,15.529395015370095
+J101026.8+312417.6,152.61167,31.40489,,,,1.14,5.5268759646487095e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16677487,0.0,S,SDSS DR17,0.4245,,S,Leaf et al. (2018) - arXiv:1805.08640,220.76707,12.101607,SDSS DR17,19.600954,0.07490656,SDSS DR17,,,17.572372,,Legacy DR9,,,16.417767,,Legacy DR9,,,16.143337,0.0043784874,SDSS DR17,,,15.717566,,Legacy DR9,,,15.98,0.05,Shu et al. (2017) - arXiv:1711.00072,114,53378,1952,1.5,7.27220521664304e-06,1.125,5.45415391248228e-06,1.225,5.938967593591816e-06,1.3425,6.508623668895521e-06,3.4662507,1.8863935,2.9718845,1.6804857615155057e-05,9.145493767561014e-06,1.4408102642773728e-05,218.67218200173372,13.70420459318895,227.63160751631096,14.645074676903327,220.90431002871097,13.804150938288497
+J101622.9+385903.3,154.09533,38.98425,,,,1.09,5.284469124093943e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16794638,0.0,S,SDSS DR17,0.439,,S,Leaf et al. (2018) - arXiv:1805.08640,250.57309,13.494784,SDSS DR17,20.568304,0.09156868,SDSS DR17,,,18.384367,,Legacy DR9,,,17.187368,,Legacy DR9,,,16.864594,0.005959037,SDSS DR17,,,16.477055,,Legacy DR9,,,16.71,,Bolton et al. (2008) - arXiv:0805.1931,461,52996,1427,1.5,7.27220521664304e-06,2.03,9.84171772652358e-06,2.23667,1.0843682161272659e-05,2.52667,1.2249641836490314e-05,1.5319692,1.1855264,1.709534,7.427196271984309e-06,5.747594180365362e-06,8.288054715219095e-06,261.93765139458446,17.16100379387248,266.40740381326634,18.339830051125723,260.0485882466506,16.742096263973174
+J102026.5+112241.1,155.11053,11.37809,Single Lens Galaxy,GALAXY,GALAXY,1.2,5.817764173314431e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.28218752,0.0,S,SDSS DR17,0.553,,S,Leaf et al. (2018) - arXiv:1805.08640,273.9655,18.60591,SDSS DR17,22.395664,0.32191136,SDSS DR17,,,19.327728,,Legacy DR9,,,17.810095,,Legacy DR9,,,18.079115,0.011298345,SDSS DR17,,,17.002594,,Legacy DR9,,,17.21,,Bolton et al. (2008) - arXiv:0805.1931,353,53033,1598,1.5,7.27220521664304e-06,1.165,5.648079384926094e-06,1.285,6.229855802257537e-06,1.445,7.005557692032795e-06,1.2291685,0.85039425,1.188314,5.959177051888867e-06,4.122827667368831e-06,5.7611088465399715e-06,290.5838846278768,23.208962133956877,297.7357181562068,25.338952849920215,291.23288942018064,23.382513459811907
+J102332.3+423001.8,155.88446,42.50051,Single Lens Galaxy,GALAXY,GALAXY,1.41,6.835872903644457e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.19114423,0.0,S,SDSS DR17,0.696,,S,Leaf et al. (2018) - arXiv:1805.08640,254.76361,13.742515,SDSS DR17,20.67527,0.11120255,SDSS DR17,,,18.479921,,Legacy DR9,,,17.195745,,Legacy DR9,,,16.8669,0.005876412,SDSS DR17,,,16.448572,,Legacy DR9,,,16.77,,Bolton et al. (2008) - arXiv:0805.1931,418,53002,1359,1.5,7.27220521664304e-06,1.55333,7.530756352778756e-06,1.85,8.969053100526416e-06,2.20333,1.0682045279990739e-05,2.0701678,1.2557801,1.995828,1.0036456716324297e-05,6.088193729451012e-06,9.67604719541483e-06,261.0784530739556,16.428537180423795,269.8355087330635,18.37191231271499,261.7093698121224,16.532588715601904
+J103121.0+302658.0,157.83754,30.44945,,,,0.88,4.266360393763916e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16710034,0.0,S,SDSS DR17,0.7469,,S,Leaf et al. (2018) - arXiv:1805.08640,196.17195,13.312088,SDSS DR17,20.712902,0.11754339,SDSS DR17,,,18.578156,,Legacy DR9,,,17.44799,,Legacy DR9,,,17.168577,0.003674,DELVE DR2,,,16.734081,,Legacy DR9,,,17.01,0.04,Shu et al. (2017) - arXiv:1711.00072,403,53799,2354,1.5,7.27220521664304e-06,1.11333,5.397576155896797e-06,1.18667,5.75313850962253e-06,1.27667,6.189470822621113e-06,1.4032409,1.028139,1.5977606,6.803103862124582e-06,4.984558532822772e-06,7.74616198017781e-06,206.2605561565557,16.15377550362578,210.53848374548784,17.30222622686197,204.50086024015957,15.757344247888797
+J104058.5+362628.6,160.24375,36.44127,,,,0.59,2.860400718546262e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.122494854,0.0,S,SDSS DR17,0.2846,,S,Leaf et al. (2018) - arXiv:1805.08640,183.11433,10.867581,SDSS DR17,20.485954,0.10812717,SDSS DR17,,,18.343847,,Legacy DR9,,,17.260029,,Legacy DR9,,,17.004469,0.0059487633,SDSS DR17,,,16.546463,,Legacy DR9,,,16.93,0.04,Shu et al. (2017) - arXiv:1711.00072,570,53446,2096,1.5,7.27220521664304e-06,1.10667,5.365287564734902e-06,1.22,5.914726909536339e-06,1.37333,6.65809172678159e-06,1.6190593,1.075488,1.5744175,7.849420991676286e-06,5.214112962691326e-06,7.63299143778273e-06,190.72208823017422,13.263778271248507,195.94147253414926,14.621303431234905,191.0743633112179,13.340939063292744
+J104122.9+011224.2,160.34521,1.20673,,,,0.6,2.9088820866572157e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.10064489,0.0,S,SDSS DR17,0.2172,,S,Leaf et al. (2018) - arXiv:1805.08640,198.09712,7.579279,SDSS DR17,19.524012,0.05064229,SDSS DR17,,,17.6359692,0.000503011514,HSC Wide DR3,,,16.7064438,0.00036025641,HSC Wide DR3,,,16.18466,0.000238504479,HSC Wide DR3,,,15.860137,0.000319689221,HSC Wide DR3,,,16.08,0.09,Shu et al. (2017) - arXiv:1711.00072,575,51913,274,1.5,7.27220521664304e-06,1.56667,7.595430497838768e-06,1.66167,8.056003494892827e-06,1.80833,8.767031239608073e-06,2.4960942,1.5010505,2.195455,1.2101406174981624e-05,7.277298184363096e-06,1.0643866202603363e-05,200.51595747567671,9.824633052480767,207.36052056085907,11.139751269751748,202.22160121042504,10.050268978813392
+J105109.4+443908.5,162.78921,44.65236,,,,0.99,4.799655442984406e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16338341,0.0,S,SDSS DR17,0.538,,S,Leaf et al. (2018) - arXiv:1805.08640,216.0523,16.156672,SDSS DR17,20.301592,0.08760162,SDSS DR17,,,18.726124,,Legacy DR9,,,17.559034,,Legacy DR9,,,17.167116,0.0074884454,SDSS DR17,,,16.872017,,Legacy DR9,,,17.06,0.03,Shu et al. (2017) - arXiv:1711.00072,142,53053,1434,1.5,7.27220521664304e-06,1.08667,5.268324828512995e-06,1.21,5.866245541425386e-06,1.37667,6.674284503730649e-06,1.6371146,1.0452236,1.6823021,7.936955556241657e-06,5.067387010985612e-06,8.156030738393027e-06,224.86386825499244,18.667407845911104,231.62268362714622,20.328643326761807,224.46014216603712,18.58636515465928
+J105657.6+414114.6,164.24004,41.6874,,,,0.72,3.4906585039886588e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.13434963,0.0,S,SDSS DR17,0.8318,,S,Leaf et al. (2018) - arXiv:1805.08640,157.16553,10.339163,SDSS DR17,20.449297,0.09560456,SDSS DR17,,,18.678078,,Legacy DR9,,,17.597975,,Legacy DR9,,,17.207989,0.0069447714,SDSS DR17,,,16.907871,,Legacy DR9,,,16.95,0.02,Shu et al. (2017) - arXiv:1711.00072,78,53050,1362,1.5,7.27220521664304e-06,1.11167,5.389528248790378e-06,1.37,6.641947431200643e-06,1.585,7.684296845586145e-06,1.397692,1.0423869,1.6368254,6.7762020357734956e-06,5.053634301293577e-06,7.935553475075886e-06,165.291357556728,12.656381700345033,168.52230625067298,13.528681171149449,163.57734266958306,12.270936242861206
+J110024.4+532913.9,165.10165,53.48719,Single Lens Galaxy,GALAXY,GALAXY,1.52,7.369167952864947e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.31712374,0.0,S,SDSS DR17,0.858,,S,Leaf et al. (2018) - arXiv:1805.08640,189.74492,25.027512,SDSS DR17,21.256142,0.31449923,SDSS DR17,,,18.81904,,Legacy DR9,,,17.337486,,Legacy DR9,,,17.09759,0.008442675,SDSS DR17,,,16.543312,,Legacy DR9,,,17.18,,Bolton et al. (2008) - arXiv:0805.1931,175,52652,1011,1.5,7.27220521664304e-06,1.65667,8.03176281083735e-06,1.94,9.405385413524997e-06,2.31667,1.1231533106160287e-05,3.7096648,1.9130943,2.6827776,1.7984962473704708e-05,9.27494289892671e-06,1.3006472838542064e-05,187.10443079751974,25.343448482147,195.46344971888854,26.599008777250173,191.14967851670858,25.866323494388272
+J110113.1+152339.6,165.30471,15.39434,,,,1.18,5.720801437092524e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.17804211,0.0,S,SDSS DR17,0.5169,,S,Leaf et al. (2018) - arXiv:1805.08640,274.53372,15.024964,SDSS DR17,21.019354,0.12188499,SDSS DR17,,,18.79657,,Legacy DR9,,,17.603146,,Legacy DR9,,,17.331833,0.003174,DELVE DR2,,,16.851192,,Legacy DR9,,,17.22,0.04,Shu et al. (2017) - arXiv:1711.00072,203,53852,2487,1.5,7.27220521664304e-06,1.26667,6.140989454510159e-06,1.39667,6.771247239952557e-06,1.51,7.320686584753994e-06,1.1933844,0.83210063,1.3827474,5.785690839426949e-06,4.03413769483864e-06,6.7037485703864e-06,291.75492383290003,20.256795979317378,298.78176714139556,22.530247223336442,288.93268244844637,19.48651394583034
+J110646.1+522837.8,166.69222,52.47717,Single Lens Galaxy,GALAXY,GALAXY,1.23,5.963208277647293e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.095504895,0.0,S,SDSS DR17,0.407,,S,Leaf et al. (2018) - arXiv:1805.08640,263.7968,10.212546,SDSS DR17,18.85735,0.030801712,SDSS DR17,,,16.973518,0.004493434,SDSS DR17,,,16.018782,0.0034036362,SDSS DR17,,,15.612634,0.0033490504,SDSS DR17,,,15.290541,0.0062724813,SDSS DR17,,,15.52,,Bolton et al. (2008) - arXiv:0805.1931,7,52652,1011,1.5,7.27220521664304e-06,1.65667,8.03176281083735e-06,1.94,9.405385413524997e-06,2.31667,1.1231533106160287e-05,2.315274,1.8129225,1.9796305,1.1224765107171998e-05,8.789296307913027e-06,9.597519499417113e-06,268.3463965288178,13.3415612958107,272.7134114055403,14.104881450641853,271.13461908327423,13.79043419365765
+J111027.1+280838.5,167.61296,28.14402,Single Lens Galaxy,GALAXY,GALAXY,0.66,3.199770295322938e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.60737944,0.00022221301,S,SDSS DR17,2.4,,S,Cao et al. (2020) - arXiv:2008.01361,193.52126,42.244453,SDSS DR17,25.123116,0.88602155,SDSS DR17,,,22.22927,,Legacy DR9,,,20.563078,,Legacy DR9,,,19.835587,0.026138,DELVE DR2,,,19.243301,,Legacy DR9,,,,,,855,56341,6435,1.0,4.84813681109536e-06,1.71567,8.317802882691976e-06,1.79655,8.70992018797337e-06,1.9037,9.229398047282236e-06,0.4688973,0.6106375,0.8406165,2.2732782607532243e-06,2.960454141985243e-06,4.075423797664142e-06,212.96367491965538,48.020054042272285,209.28348260115266,46.83692833447827,204.91474061415653,45.53085929340703
+J111040.4+364924.4,167.66846,36.82344,Single Lens Galaxy,GALAXY,GALAXY,1.99,9.647792254079766e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.73302466,0.00021557306,S,SDSS DR17,2.5,,S,Cao et al. (2020) - arXiv:2008.01361,353.54083,116.15264,SDSS DR17,23.803808,0.84375954,SDSS DR17,,,21.82243,,Legacy DR9,,,20.824583,,Legacy DR9,,,19.976957,0.04406679,SDSS DR17,,,19.50343,,Legacy DR9,,,,,,615,55629,4622,1.0,4.84813681109536e-06,1.52017,7.369992136122833e-06,1.63595,7.931309416111453e-06,1.78555,8.65659068305132e-06,0.90562296,0.8249702,1.090395,4.390584009349141e-06,3.9995683946767015e-06,5.286384138134325e-06,372.51951329279075,123.28242071031363,374.8198924002972,124.14018882690702,367.9823789207219,121.62353570176671
+J111250.6+082610.4,168.21083,8.43622,Single Lens Galaxy,GALAXY,GALAXY,1.49,7.223723848532086e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.27288583,0.0,S,SDSS DR17,0.63,,S,Leaf et al. (2018) - arXiv:1805.08640,298.8622,21.427824,SDSS DR17,22.695387,0.78007376,SDSS DR17,,,19.26071,,Legacy DR9,,,17.732504,,Legacy DR9,,,17.470932,0.009248,DELVE DR2,,,16.936686,,Legacy DR9,,,17.22,,Bolton et al. (2008) - arXiv:0805.1931,28,52751,1221,1.5,7.27220521664304e-06,2.525,1.2241545448015783e-05,3.02,1.4641373169507987e-05,3.6775,1.7829023122803187e-05,1.5533284,1.0032206,1.5788053,7.530748595759858e-06,4.863750720509173e-06,7.654264092482453e-06,312.1315113492702,25.188851022189873,321.26900390880473,27.537999598315626,311.7965503210454,25.117282492066945
+J111634.6+091503.1,169.144,9.25085,Single Lens Galaxy,GALAXY,GALAXY,1.22,5.914726909536339e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.5500075,0.00015160175,S,SDSS DR17,2.45,,S,Cao et al. (2020) - arXiv:2008.01361,256.13687,37.90501,SDSS DR17,23.662418,0.9087353,SDSS DR17,,,21.86353,,Legacy DR9,,,20.276207,,Legacy DR9,,,19.60543,0.02197,DELVE DR2,,,19.08341,,Legacy DR9,,,,,,541,56272,5369,1.0,4.84813681109536e-06,1.56572,7.5908247678682265e-06,1.6478,7.988759837322934e-06,1.74838,8.476385437782905e-06,1.3691951,1.0375769,1.3000863,6.638045165881392e-06,5.030314763232208e-06,6.3029962486307655e-06,262.6233674139811,39.791219445377905,267.47471806522987,40.80129720583292,263.52262858217904,39.96716258889069
+J111641.7+072945.6,169.17358,7.496,,,,0.82,3.9754721850981945e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16965349,0.0,S,SDSS DR17,0.686,,S,Leaf et al. (2018) - arXiv:1805.08640,190.34645,11.826409,SDSS DR17,20.268476,0.12436022,SDSS DR17,,,18.270586,,Legacy DR9,,,17.130014,,Legacy DR9,,,17.082703,0.009096,DELVE DR2,,,16.418825,,Legacy DR9,,,16.87,0.07,Shu et al. (2017) - arXiv:1711.00072,393,53112,1617,1.5,7.27220521664304e-06,1.13,5.478394596537756e-06,1.24667,6.044026718288252e-06,1.46,7.078279744199225e-06,3.0519292,1.5780339,2.5028565,1.4796170299376813e-05,7.650524239746375e-06,1.2134190730539294e-05,190.1309728450631,13.118455411686762,198.59079147003382,14.333948115192689,192.6362483488121,13.340675128006692
+J112738.7+231244.4,171.91125,23.21232,,,,1.25,6.0601710138692e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.13029806,0.0,S,SDSS DR17,0.361,,S,Leaf et al. (2018) - arXiv:1805.08640,231.89946,9.68169,SDSS DR17,19.363876,0.052656803,SDSS DR17,,,17.364424,,Legacy DR9,,,16.312271,,Legacy DR9,,,16.087852,0.002685,DELVE DR2,,,15.589211,,Legacy DR9,,,15.91,0.03,Shu et al. (2017) - arXiv:1711.00072,46,54154,2497,1.5,7.27220521664304e-06,1.67333,8.112532770110199e-06,1.81,8.775127628082602e-06,1.97,9.55082951785786e-06,2.8127666,1.5720394,2.4393268,1.3636677294479537e-05,7.621462083632263e-06,1.1826190053371447e-05,232.88789539688162,11.983082802316119,242.0043397237715,13.469481543401912,235.08770755397956,12.192046231817162
+J113405.9+602713.5,173.52456,60.45375,Single Lens Galaxy,GALAXY,GALAXY,1.1,5.332950492204896e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.1528016,0.0,S,SDSS DR17,0.474,,S,Leaf et al. (2018) - arXiv:1805.08640,232.80614,10.174842,SDSS DR17,20.227959,0.084804,SDSS DR17,,,18.189259,0.00847715,SDSS DR17,,,17.064695,0.0052820104,SDSS DR17,,,16.599054,0.005088198,SDSS DR17,,,16.258673,0.010508891,SDSS DR17,,,16.44,,Bolton et al. (2008) - arXiv:0805.1931,524,52409,952,1.5,7.27220521664304e-06,2.0425,9.902319436662273e-06,2.205,1.069014166846527e-05,2.3775,1.1526445268379218e-05,2.0742393,1.3469707,1.8653861,1.0056195905350671e-05,6.530298234136884e-06,9.04364701831561e-06,238.54578562735503,12.974871944045766,245.44082108977796,14.537930995367109,240.2225077472641,13.279765589406136
+J113728.6+181812.4,174.36921,18.30343,,,,1.29,6.254096486313014e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12406989,0.0,S,SDSS DR17,0.4627,,S,Leaf et al. (2018) - arXiv:1805.08640,222.27019,9.001986,SDSS DR17,19.595806,0.065570764,SDSS DR17,,,17.5496,,Legacy DR9,,,16.516579,,Legacy DR9,,,16.296011,0.00238,DELVE DR2,,,15.806894,,Legacy DR9,,,16.14,0.05,Shu et al. (2017) - arXiv:1711.00072,565,53856,2503,1.5,7.27220521664304e-06,1.026667,4.97742207543684e-06,1.11,5.38143186031585e-06,1.21667,5.898582613955391e-06,1.8304241,1.2096605,1.7688804,8.874146459126094e-06,5.864599598978018e-06,8.575774181665085e-06,229.63749974268657,12.164482726624271,236.00186369582937,13.839142351889183,230.15643638032196,12.274411143466578
+J114154.7+221628.9,175.47796,22.27469,Single Lens Galaxy,GALAXY,GALAXY,1.33,6.448021958756829e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.5857836,0.00017206933,S,SDSS DR17,2.76,,S,Cao et al. (2020) - arXiv:2008.01361,267.8598,61.629696,SDSS DR17,24.45975,1.13315,SDSS DR17,,,22.054844,,Legacy DR9,,,20.509766,,Legacy DR9,,,19.812813,0.024138,DELVE DR2,,,19.257454,,Legacy DR9,,,,,,303,56328,6422,1.0,4.84813681109536e-06,1.11618,5.411393345808419e-06,1.16606,5.653218409945856e-06,1.22984,5.962432575757518e-06,0.8957716,0.8294349,1.1375362,4.342823268293789e-06,4.0212138710971985e-06,5.514931125173534e-06,282.4427939038338,65.96128676344085,283.8807133026178,66.38276712596641,278.0236976250276,64.71711018169304
+J114238.2+250905.5,175.65929,25.15153,,,,0.79,3.830028080765334e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16404493,0.0,S,SDSS DR17,0.6595,,S,Leaf et al. (2018) - arXiv:1805.08640,158.9359,10.122629,SDSS DR17,20.447815,0.08878696,SDSS DR17,,,18.630608,,Legacy DR9,,,17.553944,,Legacy DR9,,,17.182213,0.005346,DELVE DR2,,,16.854727,,Legacy DR9,,,17.11,0.04,Shu et al. (2017) - arXiv:1711.00072,570,53856,2505,1.5,7.27220521664304e-06,1.066667,5.171347547880654e-06,1.14,5.5268759646487095e-06,1.21,5.866245541425386e-06,1.4414179,0.9658292,1.3793436,6.98819118116177e-06,4.6824720977507824e-06,6.6872464823087934e-06,166.8137610342987,12.417826467048158,171.28076202709158,13.654519003973757,167.29910811061504,12.535031135381866
+J114257.3+100111.8,175.73888,10.01995,Single Lens Galaxy,GALAXY,GALAXY,0.98,4.751174074873453e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22186452,0.0,S,SDSS DR17,0.504,,S,Leaf et al. (2018) - arXiv:1805.08640,212.87328,22.136982,SDSS DR17,20.98903,0.19292043,SDSS DR17,,,18.68751,,Legacy DR9,,,17.308098,,Legacy DR9,,,17.161705,0.005332,DELVE DR2,,,16.538683,,Legacy DR9,,,17.1,,Bolton et al. (2008) - arXiv:0805.1931,306,52734,1226,1.5,7.27220521664304e-06,1.75,8.484239419416879e-06,1.92667,9.340759749833098e-06,2.17,1.052045688007693e-05,2.3591235,1.2295059,2.3567226,1.1437353482270124e-05,5.96081281324893e-06,1.1425713590600365e-05,216.27663808635285,23.470846532318085,225.78180153741414,25.32450753388345,216.2911730054846,23.472956126442238
+J114329.6-014430.0,175.87347,-1.74166,,,GALAXY,1.68,8.144869842640205e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.106046475,0.0,S,SDSS DR17,0.402,,S,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,261.71167,4.9915257,SDSS DR17,18.55588,0.02199,KiDS DR3,,,16.9784622,0.000416148017,HSC Wide DR3,,,16.0759792,0.000278893946,HSC Wide DR3,,,15.5785255,0.000213168736,HSC Wide DR3,,,15.2578201,0.000230847319,HSC Wide DR3,,,14.96,,Bolton et al. (2008) - arXiv:0805.1931,535,52282,328,1.5,7.27220521664304e-06,1.69429,8.214149717670757e-06,1.87571,9.093698697939677e-06,2.07286,1.0049508870247128e-05,3.952615,2.037964,2.9433157,1.9162818281587685e-05,9.880328288087145e-06,1.4269597191844905e-05,256.9914729641756,9.430498553730294,268.47640387487746,10.140369958763713,262.04136897034925,9.316891365803984
+J114331.5-014508.0,175.88108,-1.75222,Single Lens Galaxy,GALAXY,GALAXY,1.45,7.029798376088272e-06,0.07,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.10360716,0.0,S,SDSS DR17,0.91,0.56,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,237.56577,9.444337,SDSS DR17,19.62988,0.03477,KiDS DR3,,,17.4278469,0.00057755626,HSC Wide DR3,,,16.5435982,0.000460917596,HSC Wide DR3,,,16.0780067,0.00028773956,HSC Wide DR3,,,15.7513084,0.000296478422,HSC Wide DR3,,,,,,331,52056,329,1.5,7.27220521664304e-06,1.51667,7.3530236572839995e-06,1.63,7.902463002085436e-06,1.79667,8.7105019643907e-06,1.6234112,1.2207049,1.7764431,7.870519598264492e-06,5.918144361174481e-06,8.612439185926355e-06,247.39196160863955,13.301980864852558,252.0911284325197,14.614591920245067,245.92545399392392,12.965292025457261
+J114440.1+043650.5,176.16721,4.61403,,,,0.76,3.6845839764324736e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.10364194,0.0,S,SDSS DR17,0.2551,,S,Leaf et al. (2018) - arXiv:1805.08640,200.99937,14.879054,SDSS DR17,20.089544,0.07373841,SDSS DR17,,,18.3297977,0.000738212606,HSC Wide DR3,,,17.4323845,0.000589641044,HSC Wide DR3,,,16.947094,0.000316158519,HSC Wide DR3,,,16.6299267,0.000466812169,HSC Wide DR3,,,16.97,0.04,Shu et al. (2017) - arXiv:1711.00072,230,52373,839,1.5,7.27220521664304e-06,1.35333,6.561128990559683e-06,1.43667,6.96517271239637e-06,1.55,7.514612057197808e-06,1.3171041,0.9929657,1.5872526,6.3855008712546244e-06,4.814033562325071e-06,7.695217758566819e-06,212.22169177787293,17.90437405140629,216.21560673462645,18.986474649876463,209.62450973477732,17.312871204596888
+J115310.8+461205.3,178.29498,46.20147,Single Lens Galaxy,GALAXY,GALAXY,1.05,5.090543651650128e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.17968723,0.0,S,SDSS DR17,0.875,,S,Leaf et al. (2018) - arXiv:1805.08640,210.923,14.673497,SDSS DR17,20.67896,0.09561987,SDSS DR17,,,18.748186,,Legacy DR9,,,17.55913,,Legacy DR9,,,17.260092,0.006759963,SDSS DR17,,,16.829435,,Legacy DR9,,,17.2,,Bolton et al. (2008) - arXiv:0805.1931,211,53080,1446,1.5,7.27220521664304e-06,1.48333,7.19138677600208e-06,1.60667,7.789355970282583e-06,1.81333,8.79127192366355e-06,1.4146609,0.96314055,1.5972437,6.8584695845072925e-06,4.669437154713631e-06,7.743655978260154e-06,221.6516085965912,17.669803952441626,227.34762647183643,19.217904494490654,219.8828940604569,17.27500454901169
+J120159.0+474323.2,180.49596,47.72311,Single Lens Galaxy,GALAXY,GALAXY,0.9,4.363323129985824e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.56280816,0.00015610731,S,SDSS DR17,2.13,,S,Cao et al. (2020) - arXiv:2008.01361,226.78882,47.191685,SDSS DR17,21.81869,0.2558954,SDSS DR17,,,20.879707,,Legacy DR9,,,19.88867,,Legacy DR9,,,19.351873,0.030726021,SDSS DR17,,,18.704779,,Legacy DR9,,,,,,474,56386,6672,1.0,4.84813681109536e-06,2.03483,9.86513422732117e-06,2.1491,1.0419130820725038e-05,2.28385,1.1072417256020139e-05,2.1591785,1.1696944,1.3705564,1.0467992767575661e-05,5.670838478372101e-06,6.644644934522336e-06,225.64544807195813,47.442654690394,234.9615735176426,49.57261404890746,232.5168468479853,48.9697936632045
+J120444.1+035806.4,181.18366,3.96844,Single Lens Galaxy,GALAXY,GALAXY,1.31,6.351059222534921e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16436547,0.0,S,SDSS DR17,0.631,,S,Leaf et al. (2018) - arXiv:1805.08640,246.18465,15.715,SDSS DR17,20.400513,0.08223518,SDSS DR17,,,18.4986191,0.00157196424,HSC Wide DR3,,,17.4028282,0.000502672396,HSC Wide DR3,,,16.8924732,0.000278806896,HSC Wide DR3,,,16.6180954,0.000374729309,HSC Wide DR3,,,16.84,,Bolton et al. (2008) - arXiv:0805.1931,208,52376,842,1.5,7.27220521664304e-06,1.32667,6.4318776631758815e-06,1.41,6.835872903644457e-06,1.51,7.320686584753994e-06,1.500099,1.0073973,1.5281065,7.272685182187339e-06,4.883999933528076e-06,7.408469373924092e-06,257.70750034503925,19.10848320845569,264.56946655102183,20.952158954288883,257.39306070593796,19.037288445514303
+J120540.4+491029.4,181.41842,49.17483,Single Lens Galaxy,GALAXY,GALAXY,1.22,5.914726909536339e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.21497631,0.0,S,SDSS DR17,0.481,,S,Leaf et al. (2018) - arXiv:1805.08640,295.8969,13.771117,SDSS DR17,20.753342,0.17361932,SDSS DR17,,,18.482845,,Legacy DR9,,,17.119959,,Legacy DR9,,,16.730793,0.0059804977,SDSS DR17,,,16.373545,,Legacy DR9,,,16.56,,Bolton et al. (2008) - arXiv:0805.1931,134,52442,969,1.5,7.27220521664304e-06,2.116,1.0258657492277781e-05,2.268,1.0995574287564275e-05,2.56,1.2411230236404122e-05,2.538598,1.6153071,2.2572603,1.2307470412373057e-05,7.831229812733695e-06,1.0943506752654155e-05,299.1763217767687,16.64766775442277,308.23757644447494,18.19222033399768,301.50466047830344,16.932955692926463
+J120602.1+514229.4,181.50872,51.70815,Single Lens Galaxy,GALAXY,GALAXY,3.82,1.8519882618384273e-05,0.03,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.4223719,0.0,S,SDSS DR17,2.0,,S,Stark et al. (2013) - arXiv:1302.2663,361.37347,51.795128,SDSS DR17,22.279863,0.7453648,SDSS DR17,21.2,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,19.984203,,Legacy DR9,20.0,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,18.239979,,Legacy DR9,19.7,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.709774,0.013281069,SDSS DR17,19.4,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.277533,,Legacy DR9,19.1,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,,,,264,52430,883,1.5,7.27220521664304e-06,2.10333,1.0197231598881204e-05,2.36667,1.1473939946715056e-05,2.63,1.2750599813180796e-05,3.9189858,1.9334434,2.3828437,1.8999779319139998e-05,9.37359811970937e-06,1.1552352257056668e-05,355.0559584270682,52.08663575138283,372.00467027716,54.740631639644874,366.90865973788704,53.80041453557618
+J120623.9+001507.1,181.59939,0.25197,Single Lens Galaxy,GALAXY,GALAXY,1.17,5.672320068981571e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.56321204,0.00020083603,S,SDSS DR17,3.12,,S,Shu et al. (2022) - arXiv:2201.11135,271.18137,46.952328,SDSS DR17,23.79859,0.45952,KiDS DR3,,,22.2956085,0.00631749909,HSC Wide DR3,,,20.7500248,0.00236828742,HSC Wide DR3,,,19.6965828,0.00130418886,HSC Wide DR3,,,19.2835007,0.00165462866,HSC Wide DR3,,,,,,535,55323,3845,1.0,4.84813681109536e-06,1.5275,7.405528978948162e-06,1.60969,7.80399734345209e-06,1.6923,8.204501925416677e-06,2.0575433,1.0671266,2.0569034,9.975251413152622e-06,5.173575751559033e-06,9.972149090407202e-06,270.67415973089254,47.56347873956386,282.66079607257467,50.01352575287282,270.67971654488207,47.56444047613895
+J121052.5-011905.2,182.71856,-1.3181,Single Lens Galaxy,GALAXY,,1.16,5.623838700870617e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.6997722,0.00021848023,S,SDSS DR17,2.295,,S,Shu et al. (2022) - arXiv:2201.11135,334.17868,65.92685,SDSS DR17,23.53611,0.33625,KiDS DR3,,,23.0938301,0.0172695201,HSC Wide DR3,,,21.527195,0.00628194725,HSC Wide DR3,,,20.2119141,0.00174567068,HSC Wide DR3,22.34,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,19.7781467,0.00236866111,HSC Wide DR3,,,,,,230,55323,3845,1.0,4.84813681109536e-06,1.5275,7.405528978948162e-06,1.60969,7.80399734345209e-06,1.6923,8.204501925416677e-06,1.7051693,1.181693,1.3226547,8.266894052479707e-06,5.729009332713709e-06,6.412410939438289e-06,337.71477671940625,67.41381751594956,345.9882986702187,69.30226037103122,343.42448155801617,68.68978842076554
+J121303.7+293022.4,183.2655,29.50622,,,,1.35,6.544984694978736e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.090619445,0.0,S,SDSS DR17,0.5954,,S,Leaf et al. (2018) - arXiv:1805.08640,233.54082,7.800123,SDSS DR17,19.264969,0.038300302,SDSS DR17,,,17.238338,,Legacy DR9,,,16.27745,,Legacy DR9,,,16.0113,0.001872,DELVE DR2,,,15.586926,,Legacy DR9,,,15.82,0.04,Shu et al. (2017) - arXiv:1711.00072,64,53818,2228,1.5,7.27220521664304e-06,1.24,6.011689645758246e-06,1.33667,6.480359031286835e-06,1.45,7.029798376088272e-06,2.1516056,1.5199935,1.7594681,1.0431278312318918e-05,7.369136439975674e-06,8.530142063558011e-06,238.72091345940737,11.032526978697074,244.25937940041237,12.259131210489755,241.9121221838167,11.66606139813027
+J121340.6+670829.0,183.41914,67.14138,Single Lens Galaxy,GALAXY,GALAXY,1.42,6.884354271755411e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.1228466,0.0,S,SDSS DR17,0.64,,S,Leaf et al. (2018) - arXiv:1805.08640,278.41934,9.958898,SDSS DR17,19.268015,0.04988052,SDSS DR17,,,17.286716,0.005583871,SDSS DR17,,,16.273077,0.0038915616,SDSS DR17,,,15.772832,0.003815253,SDSS DR17,,,15.440919,0.0071747648,SDSS DR17,,,15.6,,Bolton et al. (2008) - arXiv:0805.1931,145,51957,493,1.5,7.27220521664304e-06,2.1575,1.045985516993824e-05,2.2925,1.1114353639436112e-05,2.4525,1.1890055529211371e-05,3.251373,1.9433984,2.8093476,1.5763101127901553e-05,9.421861321663825e-06,1.3620101514722403e-05,276.9446589818849,12.949945873007284,286.5129926654612,13.991505234210488,279.6285050744624,13.0683964178915
+J121826.7+083050.3,184.61123,8.51398,Single Lens Galaxy,GALAXY,GALAXY,1.45,7.029798376088272e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.13501915,0.0,S,SDSS DR17,0.717,,S,Leaf et al. (2018) - arXiv:1805.08640,222.21953,9.512316,SDSS DR17,19.302855,0.057865214,SDSS DR17,,,17.318037,,Legacy DR9,,,16.259329,,Legacy DR9,,,15.971737,0.002603,DELVE DR2,,,15.563109,,Legacy DR9,,,15.74,,Bolton et al. (2008) - arXiv:0805.1931,415,53140,1625,1.5,7.27220521664304e-06,1.8,8.726646259971648e-06,1.96,9.502348149746906e-06,2.1475,1.0411373801827284e-05,3.4125443,1.866817,2.877955,1.6544481640323645e-05,9.050584217278607e-06,1.3952719576175946e-05,220.33782589242998,11.555510755603365,229.28704234310385,12.511197290331221,222.82949887855617,11.651718066480855
+J122151.9+380610.5,185.4663,38.10292,Single Lens Galaxy,GALAXY,GALAXY,0.7,3.393695767766752e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.5348269,0.00019654735,S,SDSS DR17,1.2843771,,S,Talbot et al. (2020) - arXiv:2007.09006,218.98665,48.771194,SDSS DR17,22.116762,0.2914651,SDSS DR17,,,21.654278,,Legacy DR9,,,20.314264,,Legacy DR9,,,19.52696,0.039974958,SDSS DR17,,,19.212465,,Legacy DR9,22.497334,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.5,,Brownstein et al. (2011) - arXiv:1112.3683,586,55302,3965,1.0,4.84813681109536e-06,1.10423,5.353458110915829e-06,1.167,5.657775658548285e-06,1.2646,6.130953811311192e-06,1.7181796,0.9846506,1.2598675,8.329969766833101e-06,4.7737208199271326e-06,6.108010003852683e-06,221.19285528413283,49.719825581759075,229.4716285065767,51.846344466027766,225.7689317218671,50.85251790468622
+J122656.5+545739.1,186.73525,54.96085,Single Lens Galaxy,GALAXY,GALAXY,1.12,5.429913228426803e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.49800843,9.422395e-05,S,SDSS DR17,2.73,,S,Cao et al. (2020) - arXiv:2008.01361,237.51389,28.510128,SDSS DR17,22.62435,0.50014484,SDSS DR17,,,21.20285,,Legacy DR9,,,19.589201,,Legacy DR9,,,18.88629,0.018724658,SDSS DR17,,,18.476053,,Legacy DR9,,,,,,181,56413,6833,1.0,4.84813681109536e-06,1.29087,6.258314365338667e-06,1.38437,6.711615157176084e-06,1.47067,7.130009363973612e-06,1.1826869,0.68218756,1.4553478,5.733827895890256e-06,3.3073386217073245e-06,7.0557252421266474e-06,245.8938044640143,30.721098962312464,254.98776469394193,32.82161735559164,242.54994691796588,30.117835641861124
+J125028.3+052349.1,192.61779,5.39697,Single Lens Galaxy,GALAXY,GALAXY,1.13,5.478394596537756e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.23176008,0.0,S,SDSS DR17,0.795,,S,Leaf et al. (2018) - arXiv:1805.08640,246.32397,14.934856,SDSS DR17,20.160814,0.087199,SDSS DR17,,,18.514544,,Legacy DR9,,,17.2676888,0.00105272792,HSC Wide DR3,,,16.7433739,0.00072354672,HSC Wide DR3,,,16.514162,,Legacy DR9,,,16.7,,Bolton et al. (2008) - arXiv:0805.1931,549,52426,847,1.5,7.27220521664304e-06,1.91333,9.276085604773084e-06,2.10333,1.0197231598881204e-05,2.41333,1.1700154010320765e-05,1.7661209,1.1914833,1.6665565,8.562395748134867e-06,5.776474046535376e-06,8.079693915420244e-06,255.08993897804578,17.82312521017365,261.8031531928308,19.42412435589269,256.06873469918725,18.02046970716957
+J130126.9+083425.2,195.362,8.57367,,,,1.0,4.84813681109536e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.09015198,0.0,S,SDSS DR17,0.5331,,S,Leaf et al. (2018) - arXiv:1805.08640,180.40024,8.223233,SDSS DR17,19.369667,0.047410186,SDSS DR17,,,17.561457,,Legacy DR9,,,16.62158,,Legacy DR9,,,16.325485,0.001844,DELVE DR2,,,15.970541,,Legacy DR9,,,16.16,0.05,Shu et al. (2017) - arXiv:1711.00072,124,53883,1793,1.5,7.27220521664304e-06,1.39333,6.755054463003498e-06,1.51333,7.336830880334941e-06,1.60333,7.773163193333523e-06,1.6853762,1.457077,1.576428,8.170934395764016e-06,7.064108640300393e-06,7.642738616841435e-06,187.39807321102373,10.830119149443329,189.2070299977408,11.266632534528318,188.22643662550072,11.021637582597386
+J131829.4-010421.6,199.62247,-1.07268,Single Lens Galaxy,GALAXY,GALAXY,0.68,3.296733031544845e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.6592055,0.0001402957,S,SDSS DR17,1.3958951,,S,Talbot et al. (2020) - arXiv:2007.09006,204.44635,29.459637,SDSS DR17,25.63665,0.79497355,SDSS DR17,,,22.0765419,0.00772998808,HSC Wide DR3,,,20.7623329,0.00425416091,HSC Wide DR3,,,19.5006638,0.00176002621,HSC Wide DR3,,,19.1011505,0.00241501024,HSC Wide DR3,22.866939,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.87,,Brownstein et al. (2011) - arXiv:1112.3683,121,55321,4004,1.0,4.84813681109536e-06,1.18587,5.749260000173654e-06,1.25968,6.107100978200602e-06,1.36715,6.628130241289021e-06,0.9621843,0.80602187,0.959818,4.664801123888021e-06,3.907704298494919e-06,4.653328977751926e-06,214.56174649467977,32.002309373079285,217.0843175872832,32.607981029851196,214.59661855737477,32.01033815672908
+J133031.4+175040.5,202.63083,17.84459,,,,1.01,4.896618179206313e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.20739521,0.0,S,SDSS DR17,0.3717,,S,Leaf et al. (2018) - arXiv:1805.08640,249.50156,12.347943,SDSS DR17,20.061739,0.107398026,SDSS DR17,,,17.980612,,Legacy DR9,,,16.69168,,Legacy DR9,,,16.426369,0.003637,DELVE DR2,,,15.943857,,Legacy DR9,,,16.2,0.04,Shu et al. (2017) - arXiv:1711.00072,253,54230,2641,1.5,7.27220521664304e-06,1.16667,5.656175773400624e-06,1.29333,6.270240781893962e-06,1.41,6.835872903644457e-06,2.9211595,1.5495359,2.1966445,1.4162180903030915e-05,7.5123620369037784e-06,1.0649633061340162e-05,249.94049196297047,14.466516858629463,260.621331825666,16.11773238474928,254.68720236129752,14.970528543010852
+J133045.5-014841.6,202.68964,-1.81156,Single Lens Galaxy,GALAXY,GALAXY,0.87,4.217879025652963e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.08081221,0.0,S,SDSS DR17,0.712,,S,Leaf et al. (2018) - arXiv:1805.08640,182.70668,9.018773,SDSS DR17,20.297934,0.07273644,SDSS DR17,,,18.5124474,0.00096076302,HSC Wide DR3,,,17.6218681,0.000625442888,HSC Wide DR3,,,17.1488457,0.000501759991,HSC Wide DR3,,,16.8657722,0.000712874928,HSC Wide DR3,,,16.99,,Bolton et al. (2008) - arXiv:0805.1931,503,52377,910,1.5,7.27220521664304e-06,1.41,6.835872903644457e-06,1.4825,7.187362822448871e-06,1.57,7.6115747934197155e-06,1.295419,1.1478312,1.3370533,6.2803685396923405e-06,5.56484269364376e-06,6.4822173221265276e-06,193.119154565599,12.372598325621322,194.66706414925275,12.827032758601757,192.71637292698006,12.26111297578638
+J133751.3+362018.1,204.46378,36.33836,Single Lens Galaxy,GALAXY,GALAXY,1.39,6.73891016742255e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.5641943,0.00011564616,S,SDSS DR17,1.182,,S,Leaf et al. (2018) - arXiv:1805.08640,245.26337,39.06217,SDSS DR17,22.661942,0.44336134,SDSS DR17,,,21.259855,,Legacy DR9,,,19.68433,,Legacy DR9,,,19.183445,0.02912347,SDSS DR17,,,18.455757,,Legacy DR9,21.707515,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,21.71,,Brownstein et al. (2011) - arXiv:1112.3683,713,55329,3986,1.0,4.84813681109536e-06,1.77827,8.621296247066545e-06,1.87535,9.091953368687684e-06,1.99133,9.654240276038523e-06,2.1604939,1.3062457,1.5674429,1.0474370006736977e-05,6.332857862505026e-06,7.5991776227800635e-06,244.01704865299948,39.552007921868494,252.25688548027043,41.036037345473666,249.2401574405587,40.44331897773448
+J135219.0+321651.8,208.07914,32.28106,Single Lens Galaxy,GALAXY,GALAXY,1.82,8.823608996193555e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.46339992,0.00010583456,S,SDSS DR17,1.033611,,S,Talbot et al. (2020) - arXiv:2007.09006,162.73784,24.598652,SDSS DR17,22.089342,0.4353398,SDSS DR17,,,21.098434,,Legacy DR9,,,19.635103,,Legacy DR9,,,19.116995,0.028795578,SDSS DR17,,,18.6788,,Legacy DR9,21.972948,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,21.97,,Brownstein et al. (2011) - arXiv:1112.3683,393,55274,3861,1.0,4.84813681109536e-06,1.3602,6.594435690451909e-06,1.51469,7.343424346398031e-06,1.64384,7.969561215550997e-06,1.7600204,1.1832911,1.4602027,8.53281968951878e-06,5.7367571401515205e-06,7.079262461530834e-06,164.11654242611107,25.300390660108228,168.4738426436405,26.125855916628286,166.15187988484612,25.662598736888988
+J140228.2+632133.5,210.61754,63.35931,Single Lens Galaxy,GALAXY,GALAXY,1.35,6.544984694978736e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.20455554,0.0,S,SDSS DR17,0.481,,S,Leaf et al. (2018) - arXiv:1805.08640,267.60867,15.337714,SDSS DR17,20.511774,0.13266756,SDSS DR17,,,18.137918,,Legacy DR9,,,16.793066,,Legacy DR9,,,16.486864,0.00523603,SDSS DR17,,,16.019709,,Legacy DR9,,,16.33,,Bolton et al. (2008) - arXiv:0805.1931,503,52353,605,1.5,7.27220521664304e-06,2.16,1.0471975511965977e-05,2.37,1.1490084242296004e-05,2.56667,1.2443567308934126e-05,2.8991215,1.5531187,2.606317,1.4055337663987998e-05,7.529731941470571e-06,1.2635781389083625e-05,268.21347869551226,17.3535668686934,279.49283287567954,19.072977302030903,270.1048514673464,17.518212470997604
+J140309.7+330917.8,210.79029,33.15494,,,,1.02,4.945099547317267e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.06246097,0.0,S,SDSS DR17,0.772,,S,Leaf et al. (2018) - arXiv:1805.08640,190.78131,6.549516,SDSS DR17,18.792458,0.03198537,SDSS DR17,,,16.955933,,Legacy DR9,,,16.080252,,Legacy DR9,,,15.706528,0.0035415362,SDSS DR17,,,15.360244,,Legacy DR9,,,15.56,0.03,Shu et al. (2017) - arXiv:1711.00072,444,54180,2121,1.5,7.27220521664304e-06,0.98,4.751174074873453e-06,1.06333,5.155169315342029e-06,1.16333,5.639982996451565e-06,2.1055143,1.5225215,1.7903416,1.0207821384117678e-05,7.381392529834125e-06,8.679821015395364e-06,195.29188100655944,9.191292063936281,199.5155008326026,10.133155447208445,197.3931419058514,9.607046913437623
+J140929.7-011410.8,212.37375,-1.23632,Single Lens Galaxy,GALAXY,QUASAR,1.24,6.011689645758246e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.5842391,0.0001569852,S,SDSS DR17,2.302,,S,Shu et al. (2022) - arXiv:2201.11135,187.00964,32.86072,SDSS DR17,23.45944,0.48731,KiDS DR3,,,22.7205124,0.0100510651,HSC Wide DR3,,,21.200119,0.00354814343,HSC Wide DR3,,,20.0737953,0.00164664653,HSC Wide DR3,22.08,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,19.657196,0.00241194502,HSC Wide DR3,,,,,,545,55383,4035,1.0,4.84813681109536e-06,1.53281,7.431272585415079e-06,1.64626,7.981293706633847e-06,1.81706,8.809355473968933e-06,1.9113806,1.0972923,1.4685439,9.266634646873536e-06,5.319823192161493e-06,7.119701740299543e-06,187.5698626675841,33.437242192866115,194.56767980105226,34.89700234466501,190.86110606025255,34.07833461575978
+J141300.1-012608.2,213.25028,-1.4356,Single Lens Galaxy,GALAXY,QUASAR,1.14,5.5268759646487095e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.7490449,0.0002495848,S,SDSS DR17,2.666,,S,Shu et al. (2022) - arXiv:2201.11135,243.2257,67.41699,SDSS DR17,23.50033,0.35538,KiDS DR3,,,22.8773804,0.0164700802,HSC Wide DR3,,,21.5239639,0.00664757984,HSC Wide DR3,,,20.2156143,0.00287025166,HSC Wide DR3,22.09,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,19.768631,0.00425352016,HSC Wide DR3,,,,,,753,55383,4035,1.0,4.84813681109536e-06,1.53281,7.431272585415079e-06,1.64626,7.981293706633847e-06,1.81706,8.809355473968933e-06,4.8423285,1.9536343,1.5283326,2.3476271052266176e-05,9.471486365248516e-06,7.40956553765708e-06,229.43721442059515,64.31593352709828,243.60252510975718,67.91603715009425,247.58199708937212,69.06021462798904
+J141815.7+015832.3,214.56554,1.97563,Single Lens Galaxy,GALAXY,GALAXY,1.4,6.787391535533504e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.5559036,0.0001311065,S,SDSS DR17,2.139,,S,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,219.28467,29.806479,SDSS DR17,22.10707,0.11581,KiDS DR3,,,21.334585,,Legacy DR9,,,19.871838,,Legacy DR9,,,19.7732773,0.00196824921,HSC Wide DR3,23.15,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,19.2447662,0.00344841322,HSC Wide DR3,,,,,,117,55634,4030,1.0,4.84813681109536e-06,1.33952,6.494176221198457e-06,1.43042,6.934871857327024e-06,1.54138,7.472821117886166e-06,2.1108234,1.1750165,1.4519368,1.0233560627261466e-05,5.696640747294431e-06,7.039188247464001e-06,218.50552658406608,30.417847932056663,227.11893843191658,31.86465186842009,223.9688923925784,31.26557070394152
+J141820.8+523611.3,214.58654,52.60314,Single Lens Galaxy,GALAXY,GALAXY,0.67,3.2482516634338913e-06,0.01,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.5800293,0.00013868338,S,SDSS DR17,0.9818,0.0001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,170.91373,24.692945,SDSS DR17,22.136,0.008,CFHTLS Deep,,,22.1136627,0.0055420287,HSC Wide DR3,,,20.7811737,0.00367905083,HSC Wide DR3,,,19.7483902,0.00136785314,HSC Wide DR3,,,19.3106155,0.00211539422,HSC Wide DR3,,,,,,347,56397,6717,1.0,4.84813681109536e-06,2.21805,1.0753409853850062e-05,2.37686,1.1523342460820118e-05,2.54292,1.2328424059670613e-05,1.8310306,1.1823748,1.7143451,8.877086854102023e-06,5.732314792391514e-06,8.311379586230956e-06,171.9123282973347,25.37196573447068,176.94695403463456,26.289699188474124,172.66107775141523,25.49263609576268
+J142015.8+601914.8,215.06604,60.32078,Single Lens Galaxy,GALAXY,GALAXY,1.0424,5.053697811885803e-06,0.0004,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.06290922,0.0,S,SDSS DR17,0.535,0.001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,198.88329,4.0295906,SDSS DR17,18.231134,0.021756012,SDSS DR17,,,16.42236,0.0034352585,SDSS DR17,,,15.549964,0.002795183,SDSS DR17,,,15.157535,0.0029063052,SDSS DR17,,,14.844705,0.0053257057,SDSS DR17,,,15.08,,Bolton et al. (2008) - arXiv:0805.1931,605,52338,788,1.5,7.27220521664304e-06,1.82,8.823608996193555e-06,2.08333,1.0100268862659297e-05,2.28,1.1053751929297419e-05,2.808321,2.240321,2.2576642,1.3615124417472131e-05,1.0861382708769967e-05,1.0945464915112155e-05,199.75185132008127,7.244299858276248,202.7532488546445,7.595428866792994,202.6500809523579,7.578462941765693
+J142720.5+001916.0,216.8356,0.32112,Single Lens Galaxy,GALAXY,GALAXY,1.4,6.787391535533504e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.5506772,0.000110630666,S,SDSS DR17,1.266,,S,Shu et al. (2022) - arXiv:2201.11135,240.45128,31.248152,SDSS DR17,24.15358,1.3551314,SDSS DR17,,,22.0786343,0.00624092389,HSC Wide DR3,,,20.4275017,0.00210387376,HSC Wide DR3,,,19.3425503,0.000842255773,HSC Wide DR3,22.56,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.8932781,0.00125151069,HSC Wide DR3,,,,,,889,55621,4028,1.0,4.84813681109536e-06,1.35665,6.5772248047725195e-06,1.46145,7.085309542575313e-06,1.59602,7.737723313244415e-06,1.4844662,0.9627216,1.216408,7.196895229046847e-06,4.667406027796622e-06,5.897312402110884e-06,245.2287770504531,32.79599111792043,252.33879554505683,34.20170270145007,248.47336488779686,33.389764129100605
+J143004.1+410557.2,217.51704,41.09921,Single Lens Galaxy,GALAXY,GALAXY,1.52,7.369167952864947e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.28491762,0.0,S,SDSS DR17,0.575,,S,Leaf et al. (2018) - arXiv:1805.08640,294.2747,29.708693,SDSS DR17,20.07667,0.08998863,SDSS DR17,,,18.834335,,Legacy DR9,,,17.467676,,Legacy DR9,,,16.830984,0.0062247086,SDSS DR17,,,16.721355,,Legacy DR9,,,16.87,,Bolton et al. (2008) - arXiv:0805.1931,406,52797,1349,1.5,7.27220521664304e-06,1.37333,6.65809172678159e-06,1.58333,7.676200457111616e-06,1.79333,8.694309187441642e-06,2.6467001,1.4654335,1.801924,1.283156418273977e-05,7.104622095562312e-06,8.735974075196195e-06,296.7183573259813,31.27408653957403,308.5241502459988,33.30209828390284,304.34370369722984,32.45939705803326
+J143034.8+610404.8,217.64488,61.06799,,,,1.0,4.84813681109536e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.1688374,0.0,S,SDSS DR17,0.6537,,S,Leaf et al. (2018) - arXiv:1805.08640,182.46283,15.305924,SDSS DR17,20.0772,0.08139312,SDSS DR17,,,18.396347,,Legacy DR9,,,17.236132,,Legacy DR9,,,16.794067,0.0062332177,SDSS DR17,,,16.490124,,Legacy DR9,,,16.72,0.02,Shu et al. (2017) - arXiv:1711.00072,404,52368,607,1.5,7.27220521664304e-06,1.682,8.154566116262396e-06,1.796,8.707253712727266e-06,1.96,9.502348149746906e-06,2.5502362,1.5563557,2.3582609,1.2363893998207948e-05,7.545425360328086e-06,1.1433171479456872e-05,184.4293783925243,16.460206491550107,190.53958917934403,17.46920258679814,185.3844689298318,16.581090782214076
+J143213.3+631703.8,218.05558,63.28438,Single Lens Galaxy,GALAXY,GALAXY,1.26,6.108652381980153e-06,0.01,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.12305117,0.0,S,SDSS DR17,0.664,0.001,S,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,193.69354,7.617968,SDSS DR17,18.449163,0.042318117,SDSS DR17,,,16.78619,,Legacy DR9,,,15.739776,,Legacy DR9,,,15.254634,0.003372698,SDSS DR17,,,15.050594,,Legacy DR9,,,15.16,,Bolton et al. (2008) - arXiv:0805.1931,5,51988,499,1.5,7.27220521664304e-06,2.23667,1.0843682161272659e-05,2.35333,1.1409265801655045e-05,2.47167,1.1982994311880068e-05,6.3732057,3.5760233,4.3351903,3.089817315885277e-05,1.7337050198064706e-05,2.1017595676533536e-05,184.29668163081865,10.203324947305344,191.46117369818413,9.535543012779717,189.04387043992818,9.629088121714492
+J143351.6+283516.4,218.46512,28.58788,,,,1.53,7.417649320975901e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.09117804,0.0,S,SDSS DR17,0.4115,,S,Leaf et al. (2018) - arXiv:1805.08640,231.21548,6.628954,SDSS DR17,18.554707,0.029306564,SDSS DR17,,,16.545261,,Legacy DR9,,,15.583043,,Legacy DR9,,,15.246634,0.0030958166,SDSS DR17,,,14.895799,,Legacy DR9,,,15.17,0.03,Shu et al. (2017) - arXiv:1711.00072,575,53876,2134,1.5,7.27220521664304e-06,1.035,5.017821599483697e-06,1.11,5.38143186031585e-06,1.25,6.0601710138692e-06,3.719889,2.326519,3.2663467,1.8034530794088706e-05,1.1279282405612765e-05,1.5835695674069854e-05,227.95647415554936,9.59679875863587,235.12795895110347,9.954443400604756,229.92108449892487,9.562753587796047
+J143607.5+494313.2,219.03121,49.72034,Single Lens Galaxy,GALAXY,GALAXY,2.03,9.84171772652358e-06,0.04,,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.12535109,0.0,S,SDSS DR17,1.231,,S,Talbot et al. (2018) - arXiv:1803.03604,282.42966,10.31132,SDSS DR17,18.726463,0.04669919,SDSS DR17,,,16.779882,0.0050258418,SDSS DR17,,,15.632642,0.0033102771,SDSS DR17,,,15.200663,0.0032033143,SDSS DR17,,,14.790039,0.0063435035,SDSS DR17,,,,,,390,52733,1047,1.5,7.27220521664304e-06,1.84,8.920571732415462e-06,2.00667,9.728610694720727e-06,2.25667,1.0940644897494566e-05,5.2912025,2.8470473,4.3326473,2.5652473615209796e-05,1.3802874818059654e-05,2.100526686462292e-05,272.0481123045755,13.827883443104412,283.40679385025373,13.401018183370738,275.6605293560911,13.448339091433946
+J143627.5-000029.2,219.11466,-0.00811,Single Lens Galaxy,GALAXY,GALAXY,1.12,5.429913228426803e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.285207,0.0,S,SDSS DR17,0.805,,S,Leaf et al. (2018) - arXiv:1805.08640,217.61642,16.908747,SDSS DR17,21.1346,0.14123,KiDS DR3,,,19.6760941,0.00201525632,HSC Wide DR3,,,18.2782192,0.000718209776,HSC Wide DR3,,,17.6704292,0.000451168453,HSC Wide DR3,,,17.3657074,0.000587440329,HSC Wide DR3,,,17.24,,Bolton et al. (2008) - arXiv:0805.1931,35,51637,306,1.5,7.27220521664304e-06,1.73,8.387276683194972e-06,1.925,9.332663361358569e-06,2.085,1.0108365251133824e-05,2.7472007,1.3034595,2.6090057,1.331880484113694e-05,6.319349983721952e-06,1.2648816574527617e-05,218.8844445256241,18.242011432505823,229.92448718319818,20.167892658320095,219.63134058605445,18.321112536708693
+J144307.2-004056.1,220.77986,-0.68226,Single Lens Galaxy,GALAXY,,1.1,5.332950492204896e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.50020343,0.00012887066,S,SDSS DR17,1.071,,S,Shu et al. (2022) - arXiv:2201.11135,266.9121,35.158466,SDSS DR17,21.44466,0.06453,KiDS DR3,,,21.0867882,0.00393002201,HSC Wide DR3,,,19.9661217,0.00187036023,HSC Wide DR3,,,19.030468,0.000852067256,HSC Wide DR3,20.43,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.577301,0.00120184256,HSC Wide DR3,,,,,,368,55352,4022,1.0,4.84813681109536e-06,1.26617,6.1385653861046115e-06,1.33075,6.451658061365151e-06,1.50615,7.302021258031277e-06,1.8136636,1.1416619,1.2442901,8.79288926210373e-06,5.534933083215069e-06,6.032488637491526e-06,268.64050630527674,36.30263508234956,276.97384908990364,37.767362955871086,275.404741698651,37.45527321709672
+J145128.2-023936.4,222.86747,-2.66011,Single Lens Galaxy,GALAXY,GALAXY,1.04,5.042062283539175e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12533149,0.0,S,SDSS DR17,0.52,,S,Leaf et al. (2018) - arXiv:1805.08640,212.67827,13.248729,SDSS DR17,19.85149,0.03734,KiDS DR3,,,17.492958,,Legacy DR9,,,16.403826,,Legacy DR9,,,16.20909,0.002426,DELVE DR2,,,15.612827,,Legacy DR9,,,16.09,,Bolton et al. (2008) - arXiv:0805.1931,293,52380,921,1.5,7.27220521664304e-06,2.18333,1.0585082543768834e-05,2.36,1.1441602874185049e-05,2.62,1.2702118445069843e-05,2.2003818,1.2892022,2.0628679,1.0667752003044269e-05,6.2502286427651226e-06,1.0001065802416982e-05,217.0742208393239,15.172338918027744,224.87021403338323,16.763687756403215,218.0007602634011,15.311934015133616
+J151118.7+471340.2,227.82803,47.22784,Single Lens Galaxy,GALAXY,GALAXY,5.4,2.6179938779914945e-05,0.1,SIE model,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,0.45148906,0.0,S,SDSS DR17,0.98,,S,Stark et al. (2013) - arXiv:1302.2663,402.16846,43.61114,SDSS DR17,24.10834,2.62392,SDSS DR17,22.9,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,20.223406,,Legacy DR9,22.3,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,18.266663,,Legacy DR9,23.1,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.465746,0.010620577,SDSS DR17,22.2,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,17.206703,,Legacy DR9,22.2,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,,,,405,52721,1050,1.5,7.27220521664304e-06,0.9,4.363323129985824e-06,0.95,4.6057299705405916e-06,1.05,5.090543651650128e-06,3.4602852,1.8288119,3.0357702,1.677593605500847e-05,8.866330292959246e-06,1.4717829256646322e-05,398.3975195782944,44.86426100495312,415.52279575916003,47.24185943883575,401.85397072835724,45.21416585874617
+J152506.7+332747.4,231.27792,33.46318,Single Lens Galaxy,GALAXY,GALAXY,1.31,6.351059222534921e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.35829347,0.0,S,SDSS DR17,0.717,,S,Leaf et al. (2018) - arXiv:1805.08640,302.576,29.241125,SDSS DR17,21.198193,0.20359056,SDSS DR17,,,19.326746,,Legacy DR9,,,17.684938,,Legacy DR9,,,17.310087,0.008418461,SDSS DR17,,,16.822227,,Legacy DR9,,,17.11,,Bolton et al. (2008) - arXiv:0805.1931,532,53118,1387,1.5,7.27220521664304e-06,1.34333,6.5126476224487295e-06,1.44667,7.013654080507323e-06,1.62333,7.87012592955543e-06,3.3404846,1.6629609,2.2541065,1.619512635615716e-05,8.06226195470227e-06,1.0928216698779322e-05,300.43674965469313,30.419855758983026,314.59097947487527,32.41737838087447,308.3387927253531,31.336070587439835
+J153150.1-010545.7,232.95866,-1.09602,Single Lens Galaxy,GALAXY,GALAXY,1.71,8.290313946973065e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.15960732,0.0,S,SDSS DR17,0.744,,S,Leaf et al. (2018) - arXiv:1805.08640,247.00748,12.781914,SDSS DR17,20.379622,0.124313734,SDSS DR17,,,17.702589,,Legacy DR9,,,16.43278,,Legacy DR9,,,16.16866,0.003168,DELVE DR2,,,15.576871,,Legacy DR9,,,16.08,,Bolton et al. (2008) - arXiv:0805.1931,124,51641,314,1.5,7.27220521664304e-06,1.74333,8.451902346886873e-06,1.84667,8.952908804945468e-06,1.97333,9.566973813438807e-06,2.883161,1.526403,2.6234355,1.3977958976414508e-05,7.400210572866391e-06,1.271877421908436e-05,247.6559467213759,14.816943078705245,258.2723652822379,16.486927825265838,249.20380090138912,14.946725568484586
+J154118.6+181235.1,235.32739,18.20975,Single Lens Galaxy,GALAXY,GALAXY,0.64,3.1028075591010305e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.56025475,0.00011202039,S,SDSS DR17,1.1133329,,S,Talbot et al. (2020) - arXiv:2007.09006,187.36063,27.228373,SDSS DR17,25.455856,0.8618703,SDSS DR17,,,22.058748,,Legacy DR9,,,20.620468,,Legacy DR9,,,19.846167,0.03278509,SDSS DR17,,,19.352169,,Legacy DR9,23.800694,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,23.8,,Brownstein et al. (2011) - arXiv:1112.3683,361,55352,3937,1.0,4.84813681109536e-06,1.13569,5.5059804949928895e-06,1.20801,5.856597749171306e-06,1.30591,6.331230342977541e-06,0.77805537,0.6517545,0.88328135,3.7721188803674206e-06,3.1597949832470506e-06,4.282268827489004e-06,199.40664402494772,30.235145111778266,201.75149948295555,30.854595097097455,197.74421166296744,29.824000308624196
+J154122.3+364231.7,235.34279,36.70882,,,,1.17,5.672320068981571e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.14059201,0.0,S,SDSS DR17,0.7389,,S,Leaf et al. (2018) - arXiv:1805.08640,193.72354,11.514442,SDSS DR17,20.005901,0.06904484,SDSS DR17,,,18.161608,,Legacy DR9,,,17.036373,,Legacy DR9,,,16.702705,0.0054173763,SDSS DR17,,,16.29087,,Legacy DR9,,,16.57,0.04,Shu et al. (2017) - arXiv:1711.00072,381,52875,1416,1.5,7.27220521664304e-06,1.58,7.660056161530668e-06,1.74333,8.451902346886873e-06,2.12,1.0278050039522163e-05,1.5736276,1.019048,1.7243502,7.629161894515645e-06,4.940484121073104e-06,8.359885679839646e-06,202.15145413612927,14.130644748971651,208.0326747650256,15.709459033901929,200.93478114322164,13.872884594500576
+J154246.3+162951.8,235.693,16.49772,Single Lens Galaxy,GALAXY,GALAXY,1.04,5.042062283539175e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.3521089,6.350762e-05,S,SDSS DR17,1.0233349,,S,Talbot et al. (2020) - arXiv:2007.09006,217.50462,17.487644,SDSS DR17,21.681873,0.31266168,SDSS DR17,,,20.461407,,Legacy DR9,,,18.813686,,Legacy DR9,,,18.276796,0.01696637,SDSS DR17,,,17.911106,,Legacy DR9,22.323544,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.32,,Brownstein et al. (2011) - arXiv:1112.3683,331,55337,3932,1.0,4.84813681109536e-06,1.05245,5.102421586837312e-06,1.12608,5.459389900238263e-06,1.20812,5.8571310442205265e-06,1.8199664,1.0038431,1.8143574,8.823446098796702e-06,4.866768685674081e-06,8.796252899423268e-06,218.8629675450569,18.79426576847661,227.6284392342502,20.20873968985892,218.9075591002868,18.798916456529096
+J154339.9+220223.3,235.91642,22.0398,,,,0.78,3.781546712654381e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.26807207,0.0,S,SDSS DR17,0.3966,,S,Leaf et al. (2018) - arXiv:1805.08640,286.69418,16.897429,SDSS DR17,20.499113,0.11213504,SDSS DR17,,,18.883392,,Legacy DR9,,,17.485275,,Legacy DR9,,,17.13173,0.007034965,SDSS DR17,,,16.67765,,Legacy DR9,,,16.9,0.11,Shu et al. (2017) - arXiv:1711.00072,606,54232,2166,1.5,7.27220521664304e-06,1.10667,5.365287564734902e-06,1.22,5.914726909536339e-06,1.39667,6.771247239952557e-06,1.8316215,1.1854262,1.6322025,8.8799516181437e-06,5.74710839705689e-06,7.913141023411875e-06,296.1840866943963,20.17296540890327,304.81277241820806,22.21717102951165,298.4460209101517,20.627904241064453
+J154503.6+274805.3,236.26493,27.80147,Single Lens Galaxy,GALAXY,GALAXY,1.21,5.866245541425386e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.5217547,9.314283e-05,S,SDSS DR17,1.2885885,,S,Talbot et al. (2020) - arXiv:2007.09006,237.12605,36.181877,SDSS DR17,21.760843,0.38530695,SDSS DR17,,,21.273758,,Legacy DR9,,,19.50657,,Legacy DR9,,,18.693422,0.026621122,SDSS DR17,,,18.247995,,Legacy DR9,22.579236,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.58,,Brownstein et al. (2011) - arXiv:1112.3683,927,55330,3952,1.0,4.84813681109536e-06,1.64558,7.977996973602302e-06,1.79422,8.698624029203516e-06,2.06224,9.998021657313295e-06,3.5705283,1.5573902,1.7323617,1.7310409686287735e-05,7.550440757859164e-06,8.398726527901737e-06,228.2269376989702,35.758123295231286,241.07324610967768,37.54116321035209,239.3850920750704,37.24316302427288
+J155010.6+202013.5,237.54425,20.33709,,,,1.01,4.896618179206313e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.13507588,0.0,S,SDSS DR17,0.3501,,S,Leaf et al. (2018) - arXiv:1805.08640,244.51866,9.749937,SDSS DR17,19.75008,0.058825523,SDSS DR17,,,17.817963,,Legacy DR9,,,16.748577,,Legacy DR9,,,16.467571,0.003739,DELVE DR2,,,16.022621,,Legacy DR9,,,16.29,0.1,Shu et al. (2017) - arXiv:1711.00072,595,53886,2168,1.5,7.27220521664304e-06,1.36,6.59346606308969e-06,1.51667,7.3530236572839995e-06,1.66,8.047907106418298e-06,1.9069217,1.2797132,1.7511387,9.245017289646542e-06,6.2042246725646385e-06,8.489759992803674e-06,251.9416916716247,13.124031504780044,258.66196652824107,14.814809283278752,253.36280231591059,13.41997010376645
+J155316.1+300425.7,238.31725,30.0738,,,,0.84,4.072434921320102e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.16035648,0.0,S,SDSS DR17,0.5663,,S,Leaf et al. (2018) - arXiv:1805.08640,196.355,15.456953,SDSS DR17,20.56261,0.11648847,SDSS DR17,,,18.634676,,Legacy DR9,,,17.511517,,Legacy DR9,,,17.266964,0.007525819,SDSS DR17,,,16.796991,,Legacy DR9,,,17.05,0.06,Shu et al. (2017) - arXiv:1711.00072,235,53473,1579,1.5,7.27220521664304e-06,0.98,4.751174074873453e-06,1.03667,5.025917987958227e-06,1.13333,5.494538892118704e-06,1.7999601,1.1780747,1.6203053,8.726452819312885e-06,5.711467319290123e-06,7.855461770142911e-06,203.08816591689026,17.447790603835315,208.85003901702774,18.73634079587962,204.50247818159679,17.72220483532464
+J160113.3+213833.9,240.30533,21.64275,Single Lens Galaxy,GALAXY,GALAXY,0.86,4.169397657542009e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.5433355,0.00010991793,S,SDSS DR17,1.446,,S,Leaf et al. (2018) - arXiv:1805.08640,278.37537,32.26567,SDSS DR17,23.394222,0.7621236,SDSS DR17,,,21.974588,,Legacy DR9,,,20.316706,,Legacy DR9,,,19.787672,0.02887068,SDSS DR17,,,19.115356,,Legacy DR9,22.840624,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.84,,Brownstein et al. (2011) - arXiv:1112.3683,93,55326,3935,1.0,4.84813681109536e-06,1.80479,8.749868835296794e-06,1.92022,9.309489267401531e-06,2.06675,1.0019886754331334e-05,0.9095577,0.762355,1.0567638,4.40966016718523e-06,3.696001338622603e-06,5.123335479413014e-06,293.2351245810223,35.926458434915894,296.6718967811821,36.7531804800247,290.34626506178734,35.29544055989372
+J161109.8+170526.6,242.79083,17.09072,Single Lens Galaxy,GALAXY,GALAXY,0.58,2.8119193504353087e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.47659066,0.00012464312,S,SDSS DR17,1.2108935,,S,Talbot et al. (2020) - arXiv:2007.09006,99.58145,22.422073,SDSS DR17,23.80419,1.0749929,SDSS DR17,,,21.906324,,Legacy DR9,,,20.427813,,Legacy DR9,,,19.893946,0.039472792,SDSS DR17,,,19.390787,,Legacy DR9,22.133224,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.13,,Brownstein et al. (2011) - arXiv:1112.3683,847,55362,4072,1.0,4.84813681109536e-06,1.58644,7.691278162594122e-06,1.66012,8.048488882835629e-06,1.72848,8.379907515242107e-06,1.0865203,0.8585741,1.104053,5.267599062432374e-06,4.162484699263069e-06,5.352599990700265e-06,103.67353990962411,23.642087164190876,105.29726519634302,24.09839579475401,103.564065466147,23.61235453540977
+J162133.0+393144.6,245.38747,39.52907,Single Lens Galaxy,GALAXY,GALAXY,1.29,6.254096486313014e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.24480326,0.0,S,SDSS DR17,0.602,,S,Leaf et al. (2018) - arXiv:1805.08640,228.21793,20.339714,SDSS DR17,20.163954,0.09819951,SDSS DR17,,,18.619413,,Legacy DR9,,,17.214113,,Legacy DR9,,,16.879955,0.006855937,SDSS DR17,,,16.461767,,Legacy DR9,,,16.81,,Bolton et al. (2008) - arXiv:0805.1931,318,52759,1172,1.5,7.27220521664304e-06,1.54333,7.482274984667802e-06,1.80667,8.758983332501654e-06,2.19333,1.0633563911879785e-05,2.6962094,1.4767689,2.3568702,1.3071592042561332e-05,7.159577665570802e-06,1.1426429175593683e-05,229.83175104050028,21.628029602953525,239.14711013194255,23.174015023473416,231.88123821698437,21.883617196872706
+J162746.5-005357.6,246.9436,-0.89933,Single Lens Galaxy,GALAXY,GALAXY,1.23,5.963208277647293e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.207579,0.0,S,SDSS DR17,0.524,,S,Leaf et al. (2018) - arXiv:1805.08640,286.13788,13.146812,SDSS DR17,20.907118,0.1324948,SDSS DR17,,,18.708443,,Legacy DR9,,,17.325785,,Legacy DR9,,,17.084091,0.003902,DELVE DR2,,,16.493597,,Legacy DR9,,,16.91,,Bolton et al. (2008) - arXiv:0805.1931,84,52000,364,1.5,7.27220521664304e-06,1.77667,8.613539228168794e-06,1.85,8.969053100526416e-06,1.93667,9.38924111794405e-06,2.2292528,1.2172937,2.1576433,1.0807722560917401e-05,5.901606396884471e-06,1.046054990794327e-05,291.8010449427924,16.26521664782467,303.6891410642541,18.95805889573775,292.4305230900896,16.358635721205577
+J163028.2+452036.3,247.61742,45.34342,Single Lens Galaxy,GALAXY,GALAXY,1.78,8.629683523749741e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.24788925,0.0,S,SDSS DR17,0.793,,S,Leaf et al. (2018) - arXiv:1805.08640,252.23877,16.095854,SDSS DR17,20.63323,0.12710515,SDSS DR17,,,18.82443,,Legacy DR9,,,17.348028,,Legacy DR9,,,16.885086,0.006493757,SDSS DR17,,,16.551626,,Legacy DR9,,,16.79,,Bolton et al. (2008) - arXiv:0805.1931,518,52057,626,1.5,7.27220521664304e-06,1.44667,7.013654080507323e-06,1.54333,7.482274984667802e-06,1.68667,8.17720691517021e-06,2.3379107,1.3252583,2.0297165,1.1334510925723721e-05,6.425033548439658e-06,9.840343279737636e-06,256.424312713879,18.203741761246732,266.2134585269808,20.09668718687806,258.8279112437551,18.55313039825477
+J163150.3+185404.1,247.95967,18.90114,Single Lens Galaxy,GALAXY,GALAXY,1.63,7.902463002085436e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.40798908,4.608631e-05,S,SDSS DR17,1.0862565,,S,Talbot et al. (2020) - arXiv:2007.09006,293.67838,16.714798,SDSS DR17,21.172087,0.19689472,SDSS DR17,,,19.876097,,Legacy DR9,,,18.275139,,Legacy DR9,,,17.628172,0.009700049,SDSS DR17,,,17.342148,,Legacy DR9,20.412461,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,20.41,,Brownstein et al. (2011) - arXiv:1112.3683,790,55366,4064,1.0,4.84813681109536e-06,1.63936,7.947841562637289e-06,1.76291,8.54682886564812e-06,1.86379,9.03590890715142e-06,2.4500184,1.2754351,1.8192266,1.1878024392900955e-05,6.1834838584730915e-06,8.819859447183853e-06,289.7709060341259,18.74396055935456,302.5286458803486,19.97545674429553,295.520373447033,19.035565594996484
+J163257.7+424611.3,248.24058,42.7698,,GALAXY,QUASAR,1.64,7.950944370196389e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.22820336,0.0,S,SDSS DR17,0.41,,P,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,293.75485,16.290525,SDSS DR17,20.330029,0.10252261,SDSS DR17,,,18.7741852,0.00102432433,HSC Wide DR3,,,17.491724,0.00056813081,HSC Wide DR3,,,16.9689674,0.000316315098,HSC Wide DR3,17.85,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,16.679554,0.000428618718,HSC Wide DR3,,,,,,356,52083,628,1.5,7.27220521664304e-06,1.795,8.70240557591617e-06,1.9575,9.490227807719167e-06,2.1175,1.0265929697494426e-05,2.214653,1.3104824,1.9758625,1.0736940733102772e-05,6.353397963732593e-06,9.579251719912906e-06,299.6987096061851,19.133152162715277,310.25914389204695,21.32087971938448,301.96395508489957,19.488507001367648
+J163344.2+144154.9,248.434,14.69859,,,,1.39,6.73891016742255e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.12810156,0.0,S,SDSS DR17,0.5804,,S,Leaf et al. (2018) - arXiv:1805.08640,234.43816,9.0584345,SDSS DR17,20.424023,0.150369,SDSS DR17,,,17.57629,,Legacy DR9,,,16.44812,,Legacy DR9,,,16.163368,0.004597222,SDSS DR17,,,15.630302,,Legacy DR9,,,16.04,0.11,Shu et al. (2017) - arXiv:1711.00072,379,53877,2204,1.5,7.27220521664304e-06,1.0275,4.981460573400483e-06,1.1225,5.442033570454542e-06,1.205,5.842004857369909e-06,2.7118833,1.5583943,2.379236,1.3147581254124762e-05,7.555308772031186e-06,1.153486163388328e-05,236.0056614233108,11.571661722564867,244.7944694785497,13.091609799975652,238.05287477289735,11.786610915581822
+J163602.6+470729.6,249.01087,47.12489,Single Lens Galaxy,GALAXY,GALAXY,1.09,5.284469124093943e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22820282,0.0,S,SDSS DR17,0.674,,S,Leaf et al. (2018) - arXiv:1805.08640,222.94696,15.157878,SDSS DR17,21.128635,0.16202752,SDSS DR17,,,18.976791,,Legacy DR9,,,17.609882,,Legacy DR9,,,17.227028,0.0071791206,SDSS DR17,,,16.873947,,Legacy DR9,,,17.03,,Bolton et al. (2008) - arXiv:0805.1931,464,52144,627,1.5,7.27220521664304e-06,1.24333,6.027833941339194e-06,1.35333,6.561128990559683e-06,1.44,6.9813170079773176e-06,1.7653457,1.0557178,1.6725552,8.558637472478906e-06,5.118264328308609e-06,8.108776433708962e-06,230.88769774548828,17.627293215648628,238.85668466446654,19.566279111856087,231.71195814415202,17.789392272752828
+J163714.6+143930.1,249.31079,14.65836,Single Lens Galaxy,GALAXY,GALAXY,0.65,3.151288927211984e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.39080998,0.00010107664,S,SDSS DR17,0.87442356,,S,Talbot et al. (2020) - arXiv:2007.09006,214.86504,35.286488,SDSS DR17,26.941141,0.3080946,SDSS DR17,,,21.744005,,Legacy DR9,,,20.041578,,Legacy DR9,,,19.502625,0.03098124,SDSS DR17,,,19.054895,,Legacy DR9,22.989129,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.99,,Brownstein et al. (2011) - arXiv:1112.3683,515,55368,4065,1.0,4.84813681109536e-06,1.80605,8.755977487678775e-06,1.88653,9.14615553823573e-06,2.02231,9.804435554446257e-06,0.77286285,0.6160562,1.0639418,3.7469448330130714e-06,2.9867247409235256e-06,5.158135405443058e-06,228.7804857583725,38.862225356146226,232.2302535479431,39.80588039421251,224.00471448991786,37.68615527812798
+J212252.0+040935.5,320.71678,4.15986,Single Lens Galaxy,GALAXY,GALAXY,1.58,7.660056161530668e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.6261068,0.00013058413,S,SDSS DR17,1.4517026,,S,Talbot et al. (2020) - arXiv:2007.09006,308.13083,48.913425,SDSS DR17,22.155365,0.50454235,SDSS DR17,,,21.276546,,Legacy DR9,,,19.929539,,Legacy DR9,,,19.063004,0.030206861,SDSS DR17,,,18.564924,,Legacy DR9,22.305092,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,22.31,,Brownstein et al. (2011) - arXiv:1112.3683,241,55365,4081,1.0,4.84813681109536e-06,1.7691,8.5768388325088e-06,1.83167,8.880186752779038e-06,1.89715,9.197642751169561e-06,2.6179688,1.24828,1.4566933,1.2692270909579146e-05,6.051832218554116e-06,7.062248410205976e-06,302.70352523592686,48.976359873479545,317.8678033397075,51.589780388656784,314.6450018838558,50.93806629589411
+J222802.0+012805.6,337.00824,1.46823,Single Lens Galaxy,GALAXY,QUASAR,1.73,8.387276683194972e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.6472058,0.00019918475,S,SDSS DR17,2.462,,S,Shu et al. (2022) - arXiv:2201.11135,301.04623,46.231384,SDSS DR17,26.269552,0.5861383,SDSS DR17,,,21.872467,,Legacy DR9,,,20.195938,,Legacy DR9,,,19.572573,0.02405,DELVE DR2,22.85,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.756649,,Legacy DR9,,,,,,449,55884,4323,1.0,4.84813681109536e-06,1.44312,6.996443194827935e-06,1.5072,7.307111801682927e-06,1.58693,7.693653749631558e-06,1.6665595,0.9643012,1.1539403,8.079708459830677e-06,4.6750641447034286e-06,5.594460446236422e-06,304.69196263448913,47.71098536425367,315.8952778726631,50.01030822605438,312.17424650113213,49.17396818121243
+J222825.8+120504.0,337.10737,12.08443,Single Lens Galaxy,GALAXY,GALAXY,1.14,5.5268759646487095e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.53049135,0.00020876781,S,SDSS DR17,2.83,,S,Cao et al. (2020) - arXiv:2008.01361,241.71933,61.69839,SDSS DR17,24.765795,1.5260298,SDSS DR17,,,22.14288,,Legacy DR9,,,20.50382,,Legacy DR9,,,19.79081,0.043416403,SDSS DR17,,,19.272005,,Legacy DR9,,,,,,801,56218,5048,1.0,4.84813681109536e-06,1.29544,6.280470350565373e-06,1.36624,6.623718436790924e-06,1.44993,7.029459006511495e-06,1.0991188,0.6301001,1.390655,5.328678314046959e-06,3.0548114894848675e-06,6.742085697033817e-06,251.46087099890568,64.8173429097589,260.86651197171244,67.77730932964417,247.58645469163298,63.700180802044585
+J223733.5+005015.7,339.38975,0.8377,Single Lens Galaxy,GALAXY,GALAXY,1.29,6.254096486313014e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.6045253,0.0001597616,S,SDSS DR17,2.143,,S,Shu et al. (2022) - arXiv:2201.11135,243.79288,42.440914,SDSS DR17,23.547005,1.1221515,SDSS DR17,,,21.923777,,Legacy DR9,,,20.349771,,Legacy DR9,,,19.626122,0.022098,DELVE DR2,22.9,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.940077,,Legacy DR9,,,,,,951,55447,4203,1.0,4.84813681109536e-06,1.25324,6.075878977137148e-06,1.3195,6.397116522240327e-06,1.37534,6.667836481771892e-06,1.6596721,0.8125,2.095682,8.046317402357939e-06,3.93911115901498e-06,1.0160153048549946e-05,246.81271318301106,43.62641109697134,258.72634609612334,46.3470888903901,243.04210739842776,42.9355015933146
+J230053.2+002238.0,345.22152,0.37723,Single Lens Galaxy,GALAXY,GALAXY,1.24,6.011689645758246e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.22846797,0.0,S,SDSS DR17,0.464,,S,Leaf et al. (2018) - arXiv:1805.08640,267.2193,18.099037,SDSS DR17,20.766317,0.1562137,SDSS DR17,,,19.1865177,0.00136784068,HSC Wide DR3,,,17.8248558,0.000698222255,HSC Wide DR3,,,17.2349854,0.000395799871,HSC Wide DR3,,,16.9376869,0.000503998424,HSC Wide DR3,,,17.07,,Bolton et al. (2008) - arXiv:0805.1931,520,52606,677,1.5,7.27220521664304e-06,1.74,8.435758051305926e-06,1.93333,9.373048340994991e-06,2.21667,1.0746719425050752e-05,1.9135807,1.1571674,1.7591022,9.277301032671627e-06,5.610105868539509e-06,8.528368130298833e-06,275.2681329406116,20.796243611282563,284.55988473463543,22.899165904634714,276.80161142197517,21.07659182310289
+J230321.7+142217.9,345.84047,14.37164,Single Lens Galaxy,GALAXY,GALAXY,1.62,7.853981633974484e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.15529019,0.0,S,SDSS DR17,0.517,,S,Leaf et al. (2018) - arXiv:1805.08640,248.74602,15.25887,SDSS DR17,20.389118,0.1569961,SDSS DR17,,,17.975342,,Legacy DR9,,,16.680532,,Legacy DR9,,,16.303648,0.005472066,SDSS DR17,,,15.774626,,Legacy DR9,,,16.1,,Bolton et al. (2008) - arXiv:0805.1931,304,52262,743,1.5,7.27220521664304e-06,1.37667,6.674284503730649e-06,1.48333,7.19138677600208e-06,1.6,7.757018897752577e-06,3.8286145,1.9117994,2.5625825,1.8561646892943456e-05,9.268665046570023e-06,1.2423750549718775e-05,244.7740621435396,16.83035095476441,256.2541752651477,17.908599028746732,251.34682578265213,17.213187854547826
+J230335.2+003703.2,345.89656,0.61755,Single Lens Galaxy,GALAXY,GALAXY,1.02,4.945099547317267e-06,,,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,0.45817515,9.871276e-05,S,SDSS DR17,0.936,,S,Shu et al. (2022) - arXiv:2201.11135,260.08417,29.965488,SDSS DR17,22.781963,0.54922426,SDSS DR17,,,21.2375584,0.0044225296,HSC Wide DR3,,,19.6754379,0.00166040647,HSC Wide DR3,,,18.835659,0.000875595433,HSC Wide DR3,22.74,SuGOHI Candidate List (2021) - www-utap.phys.s.u-tokyo.ac.jp/~oguri/sugohi/,18.471859,0.00125821179,HSC Wide DR3,23.100999,Moustakas et al. (2012) - adsabs:2012hst..prop12833M,23.1,,Brownstein et al. (2011) - arXiv:1112.3683,933,55475,4207,1.0,4.84813681109536e-06,1.71378,8.308639904119006e-06,1.85621,8.999160030123318e-06,2.02726,9.828433831661179e-06,1.4379892,0.8722439,1.251374,6.971568374477568e-06,4.2287577598433795e-06,6.0668323538476445e-06,265.80921215228335,31.77828933727832,274.726020515756,33.56192989568313,268.2590294623674,32.20654899073898
+J230946.4-003912.9,347.44317,-0.65359,,,,1.14,5.5268759646487095e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.2905114,0.0,S,SDSS DR17,1.0048,,S,Leaf et al. (2018) - arXiv:1805.08640,185.13374,13.977398,SDSS DR17,20.866793,0.14925934,SDSS DR17,,,19.8983612,0.00174375321,HSC Wide DR3,,,18.6527443,0.000984070241,HSC Wide DR3,,,17.907011,0.000614229299,HSC Wide DR3,,,17.5664654,0.000795355125,HSC Wide DR3,,,17.29,0.07,Shu et al. (2017) - arXiv:1711.00072,163,51811,381,1.5,7.27220521664304e-06,1.59,7.708537529641623e-06,1.69,8.193351210751158e-06,1.785,8.653924207805216e-06,2.181187,1.1993732,1.9774601,1.0574692986582654e-05,5.8147253611612365e-06,9.586997103282312e-06,189.06966122912192,15.488402327546366,196.68198875635272,17.05068646008903,190.29723029852667,15.679926004288705
+J232120.9-093910.3,350.33718,-9.65286,Single Lens Galaxy,GALAXY,GALAXY,1.6,7.757018897752577e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.08185432,0.0,S,SDSS DR17,0.532,,S,Leaf et al. (2018) - arXiv:1805.08640,238.8343,7.9556713,SDSS DR17,18.117792,0.031591747,SDSS DR17,,,16.145237,,Legacy DR9,,,15.183777,,Legacy DR9,,,14.935814,0.001366,DELVE DR2,,,14.486476,,Legacy DR9,,,14.66,,Bolton et al. (2008) - arXiv:0805.1931,517,52203,645,1.5,7.27220521664304e-06,1.45333,7.04594267166922e-06,1.58,7.660056161530668e-06,1.73,8.387276683194972e-06,4.751397,2.8291764,3.3604503,2.303542269982806e-05,1.371623424992225e-05,1.6291922801286445e-05,231.69491024964387,10.965419575362889,239.76022574547954,10.758068825876272,237.05246032639354,10.663682495018845
+J232427.8+010558.5,351.11571,1.09958,,,,0.59,2.860400718546262e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.18993625,0.0,S,SDSS DR17,0.2775,,S,Leaf et al. (2018) - arXiv:1805.08640,245.06494,15.065539,SDSS DR17,20.672318,0.11693922,SDSS DR17,,,18.9218941,0.000965729007,HSC Wide DR3,,,17.8089867,0.000560216431,HSC Wide DR3,,,17.2966766,0.000351672148,HSC Wide DR3,,,17.0122147,0.000526338525,HSC Wide DR3,,,17.19,0.08,Shu et al. (2017) - arXiv:1711.00072,564,52200,680,1.5,7.27220521664304e-06,1.65333,8.015570033888292e-06,1.72333,8.354939610664966e-06,1.81333,8.79127192366355e-06,1.5304774,1.0650786,1.4674051,7.419963821489518e-06,5.163646767369911e-06,7.114180682099067e-06,256.1961563079385,18.42573951627281,262.40010051969386,20.06476797352701,256.9087434310787,18.590268121086055
+J234111.6+000018.7,355.29825,0.00519,Single Lens Galaxy,GALAXY,GALAXY,1.44,6.9813170079773176e-06,,,Leaf et al. (2018) - arXiv:1805.08640,0.18594977,0.0,S,SDSS DR17,0.807,,S,Leaf et al. (2018) - arXiv:1805.08640,223.81316,13.710816,SDSS DR17,19.928553,0.08363272,SDSS DR17,,,18.0629005,0.000755534973,HSC Wide DR3,,,16.9329681,0.000389777706,HSC Wide DR3,,,16.3592777,0.000317736936,HSC Wide DR3,,,16.0265694,0.000340694882,HSC Wide DR3,,,16.36,,Bolton et al. (2008) - arXiv:0805.1931,594,52525,682,1.5,7.27220521664304e-06,1.25667,6.092508086399205e-06,1.41667,6.868209976174464e-06,1.54667,7.49846776161686e-06,3.8888402,2.2146184,2.2871914,1.8853629326087442e-05,1.0736772987569109e-05,1.1088616820360733e-05,220.01257065797813,15.125175901684406,228.3420491958268,15.742575643466694,227.85662284448205,15.67571873563004
+J234248.7-012032.6,355.70282,-1.34238,Single Lens Galaxy,GALAXY,GALAXY,1.52,7.369167952864947e-06,,,Cao et al. (2020) - arXiv:2008.01361,0.5270637,0.00017123988,S,SDSS DR17,2.265,,S,Shu et al. (2022) - arXiv:2201.11135,286.28403,41.229446,SDSS DR17,22.152615,0.5357997,SDSS DR17,,,21.9248238,0.0207051877,HSC Wide DR3,,,20.5126572,0.00623419229,HSC Wide DR3,,,19.5246773,0.00306824967,HSC Wide DR3,,,19.1025925,0.00465372764,HSC Wide DR3,,,,,,547,55829,4356,1.0,4.84813681109536e-06,1.26497,6.132747621931297e-06,1.3782,6.681702153051625e-06,1.47888,7.169812567192706e-06,1.9648571,1.2628965,1.5041656,9.525896035052075e-06,6.122695010253492e-06,7.292400615343339e-06,286.6191856746479,42.16412300221646,295.10381890703593,43.64219774104058,291.71824274045144,43.00145645101987
diff --git a/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.ipynb b/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.ipynb
new file mode 100644
index 0000000..e073328
--- /dev/null
+++ b/notebooks/modified-gravity-tests/01_LaStBeRu_cosmo_ground.ipynb
@@ -0,0 +1,2719 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "199bdba6-1cf7-417a-be87-bf819872db15",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "# !pip install matplotlib-venn UpSetPlot pqdm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "443eac67-afaf-4962-8237-94c29e2b9113",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n"
+     ]
+    }
+   ],
+   "source": [
+    "import io\n",
+    "import os\n",
+    "import shutil\n",
+    "import sys\n",
+    "\n",
+    "import matplotlib\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "\n",
+    "from glob import glob\n",
+    "from astropy import units as u\n",
+    "from matplotlib import gridspec\n",
+    "from matplotlib_venn import venn3, venn3_circles\n",
+    "from PIL import Image\n",
+    "from pqdm.processes import pqdm\n",
+    "from tqdm import tqdm\n",
+    "from upsetplot import UpSet\n",
+    "\n",
+    "matplotlib.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 12,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a84ffba6-6906-4e40-9755-0fe2cbb77d53",
+   "metadata": {},
+   "source": [
+    "In this notebook, we aim to create a sample of strong lensed objects that is used to constrain $\\gamma_{\\mathrm{PPN}}$:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b5f20ab6-3de1-4af0-8823-c799bb0fd4ff",
+   "metadata": {},
+   "source": [
+    "Access the database"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "625b952f-0547-49a9-8ef2-5aef82bc6b8e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from minio import Minio\n",
+    "\n",
+    "MINIO_ENDPOINT_URL = \"1491-152-84-248-250.ngrok-free.app\"\n",
+    "ACCESS_KEY = \"slcomp\"\n",
+    "SECRET_KEY = \"slcomp@data\"\n",
+    "client = Minio(\n",
+    "    MINIO_ENDPOINT_URL,\n",
+    "    access_key=ACCESS_KEY,\n",
+    "    secret_key=SECRET_KEY,\n",
+    "    secure=True,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "13320030-87ed-4fc9-b172-f5d2e0207eba",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 1. Load the Database and Consolidated Catalog"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "c30b415f-48a6-4930-8966-efe66482fb38",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Database_object = client.get_object(\"slcomp\", \"Data/Database.csv\").data\n",
+    "Database = pd.read_csv(\n",
+    "    io.StringIO(Database_object.decode(\"utf-8\")), low_memory=False, dtype=object\n",
+    ")\n",
+    "Consolidated_Catalog_object = client.get_object(\n",
+    "    \"slcomp\", \"Data/Consolidated_Data.csv\"\n",
+    ").data\n",
+    "Database_C = pd.read_csv(\n",
+    "    io.StringIO(Consolidated_Catalog_object.decode(\"utf-8\")),\n",
+    "    low_memory=False,\n",
+    "    dtype=object,\n",
+    ").convert_dtypes()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7918e04-0df6-403e-bcbd-e64f8b057174",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 2. Get systems with $\\theta_E$, $z_L$, $z_S$, $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e1c69532-46e9-466a-9d61-13f205f214ce",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "409"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Database_C.query(\n",
+    "    \"theta_E.notnull() and z_L.notnull() and z_S.notnull() and velDisp.notnull() and velDispErr.notnull()\"\n",
+    ").reset_index(drop=True)\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "218492fc-42d9-44ab-ad1a-95665db09fd8",
+   "metadata": {},
+   "source": [
+    "Note: this list contains only Einstein ring sizes were estimated using any kind of strong lensing modeling, and remove $\\theta_E$ estimation using, e.g., half image separation."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "533b5b6d-176b-4cbc-9fdd-fe50420b521f",
+   "metadata": {},
+   "source": [
+    "Let's see how many systems we loose after each cut based only on these parameters:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "1abd8199-33a8-44c6-bc00-07ecd1cea8aa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Stats_Data = (\n",
+    "    Database[[\"JNAME\"]]\n",
+    "    .merge(Database_C, on=\"JNAME\", how=\"outer\")[\n",
+    "        [\"JNAME\", \"z_L\", \"z_S\", \"velDisp\", \"velDispErr\", \"theta_E\"]\n",
+    "    ]\n",
+    "    .convert_dtypes()\n",
+    ")\n",
+    "Stats_Data = Stats_Data.rename(\n",
+    "    columns={\n",
+    "        \"z_L\": \"$z_L$\",\n",
+    "        \"z_S\": \"$z_S$\",\n",
+    "        \"velDisp\": r\"$\\sigma_v$\",\n",
+    "        \"velDispErr\": r\"$\\delta\\sigma_v$\",\n",
+    "        \"theta_E\": r\"$\\theta_{E}$\",\n",
+    "    }\n",
+    ")\n",
+    "Stats_Data.index = Stats_Data.JNAME\n",
+    "Stats_Data = ~Stats_Data.isna()\n",
+    "Stats_Data.JNAME = 1\n",
+    "Stats_Data = Stats_Data.groupby(\n",
+    "    [\"$z_L$\", \"$z_S$\", r\"$\\sigma_v$\", r\"$\\delta\\sigma_v$\", r\"$\\theta_{E}$\"]\n",
+    ").agg(\"sum\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3420a940-1d4f-4eab-b6e1-a51329eb6eee",
+   "metadata": {},
+   "source": [
+    "Mention on the test:\n",
+    "\n",
+    "- This image isn't showing all empty subjects nor subjects with intersection less than 2;\n",
+    "- Differences between theta_E is due to remover of other methods of obtaining theta_E"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "47455fe5-7260-4288-b195-2b76f3873463",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "matplotlib.rcParams.update(\n",
+    "    {\"axes.labelsize\": 18, \"xtick.labelsize\": 18, \"ytick.labelsize\": 18}\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "aebbeb54-d044-4e61-9c45-ac5a4964b98e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:795: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linewidth\"].fillna(1, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:796: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"facecolor\"].fillna(self._facecolor, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:797: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"edgecolor\"].fillna(styles[\"facecolor\"], inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:798: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linestyle\"].fillna(\"solid\", inplace=True)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1083.33x916.667 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(15, 10), dpi=150)\n",
+    "d = UpSet(\n",
+    "    Stats_Data,\n",
+    "    sort_by=\"degree\",\n",
+    "    subset_size=\"sum\",\n",
+    "    min_subset_size=100,\n",
+    "    sum_over=\"JNAME\",\n",
+    "    show_counts=True,\n",
+    "    facecolor=\"#003f5c\",\n",
+    "    element_size=40,\n",
+    ")\n",
+    "d.style_subsets(present=Stats_Data.index.names, edgecolor=\"red\", linewidth=1)\n",
+    "d.plot(fig=fig)\n",
+    "plt.suptitle(\"Feature Selection\", fontsize=18)\n",
+    "plt.xlabel(\"Feature Selection\", fontsize=18)\n",
+    "# plt.savefig(\"graphics/feature_cuts.png\", dpi=300, bbox_inches=None)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2946ae0d-a180-4cba-9154-bf505f2065f1",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:795: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linewidth\"].fillna(1, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:796: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"facecolor\"].fillna(self._facecolor, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:797: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"edgecolor\"].fillna(styles[\"facecolor\"], inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:798: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linestyle\"].fillna(\"solid\", inplace=True)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1833.33x916.667 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(15, 10), dpi=150)\n",
+    "d = UpSet(\n",
+    "    Stats_Data,\n",
+    "    sort_by=\"degree\",\n",
+    "    subset_size=\"sum\",\n",
+    "    sum_over=\"JNAME\",\n",
+    "    show_counts=True,\n",
+    "    facecolor=\"#003f5c\",\n",
+    "    element_size=40,\n",
+    ")\n",
+    "d.style_subsets(present=Stats_Data.index.names, edgecolor=\"red\", linewidth=1)\n",
+    "d.plot(fig=fig)\n",
+    "plt.suptitle(\"Feature Selection\", fontsize=18)\n",
+    "plt.xlabel(\"Feature Selection\", fontsize=18)\n",
+    "# plt.savefig(\"graphics/feature_cuts_thesis.png\", dpi=300, bbox_inches=None)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "572baaa5-df3a-4784-9de3-464d336748e3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !convert -trim graphics/feature_cuts_thesis.png graphics/feature_cuts_thesis.png"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "14fe576b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !convert -trim graphics/feature_cuts.png graphics/feature_cuts.png"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ed163638",
+   "metadata": {},
+   "source": [
+    "## Show all data:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "6ec927c0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/data.py:385: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
+      "  df.fillna(False, inplace=True)\n"
+     ]
+    }
+   ],
+   "source": [
+    "from upsetplot import from_contents\n",
+    "\n",
+    "# Read cutouts\n",
+    "cutouts = pd.read_parquet(io.BytesIO(client.get_object(\"slcomp\", \"Cutouts/FITS.parquet\").data))\n",
+    "d = (\n",
+    "    cutouts.query('cutout_size==\"20asec\"')[[\"JNAME\", \"survey\"]]\n",
+    "    .query('survey!=\"SDSS\"')\n",
+    "    .drop_duplicates(keep=\"first\")\n",
+    "    .groupby([\"survey\"])\n",
+    "    .agg(list)\n",
+    "    .to_dict()[\"JNAME\"]\n",
+    ")\n",
+    "data = from_contents(d)\n",
+    "\n",
+    "matplotlib.rcParams.update({\"font.size\": 24})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "7b4456ed",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:795: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linewidth\"].fillna(1, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:796: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"facecolor\"].fillna(self._facecolor, inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:797: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"edgecolor\"].fillna(styles[\"facecolor\"], inplace=True)\n",
+      "/home/renan/miniforge3/lib/python3.12/site-packages/upsetplot/plotting.py:798: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  styles[\"linestyle\"].fillna(\"solid\", inplace=True)\n"
+     ]
+    },
+    {
+     "data": {
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+      "text/plain": [
+       "<Figure size 4593.75x1218.75 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(40, 17), dpi=150)\n",
+    "d = UpSet(\n",
+    "    data,\n",
+    "    sort_by=\"degree\",\n",
+    "    subset_size=\"count\",\n",
+    "    show_counts=True,\n",
+    "    facecolor=\"#40B0A6\",\n",
+    "    element_size=45,\n",
+    "    orientation=\"horizontal\",\n",
+    ")\n",
+    "d.style_subsets(\n",
+    "    present=[\"CFHTLenS\", \"CS82\", \"DES\", \"HSC\", \"Legacy\"],\n",
+    "    edgecolor=\"#5D3A9B\",\n",
+    "    linewidth=2,\n",
+    ")\n",
+    "d.style_subsets(\n",
+    "    present=[\"CS82\", \"DES\", \"HSC\", \"Legacy\", \"RCSLenS\"],\n",
+    "    edgecolor=\"#5D3A9B\",\n",
+    "    linewidth=2,\n",
+    ")\n",
+    "d.plot(fig=fig)\n",
+    "# plt.savefig(\"graphics/feature_cuts_surveys_all.png\", dpi=300, bbox_inches=None)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "d5e480f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !convert -trim graphics/feature_cuts_surveys_all.png graphics/feature_cuts_surveys_all.png"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "87790ca8-97ee-4987-82d8-d48f35126c96",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 3. Only `SDSS` data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "393cc992-b40c-4858-896d-b2014a126cad",
+   "metadata": {},
+   "source": [
+    "Because we need later the seeing/aperture size, and it will be easy to retrieve this information later"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "a04bc547-5a45-4121-81ea-b1ba12966229",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "352"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = (\n",
+    "    Data.query('velDispRef == \"SDSS DR17\"')\n",
+    "    .dropna(axis=1, how=\"all\")\n",
+    "    .reset_index(drop=True)\n",
+    ")\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8939ba4f-e15a-4a84-9377-26307a0476b1",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 4. Cleaning lens type"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f22e1dc9-1f7d-4a95-aa24-cc641da36a7e",
+   "metadata": {},
+   "source": [
+    "Removing any kind of system that were previously classified as cluster, groups of galaxies, `Non Single Lens Galaxy` and `Non Single Lens Galaxy Merged`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "16e4f3e9-6ff8-44e9-a4a6-319af75ac45f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(<StringArray>\n",
+       " [<NA>, 'GALAXY', 'QUASAR', 'GROUP', 'CLUSTER']\n",
+       " Length: 5, dtype: string,\n",
+       " <StringArray>\n",
+       " [                           <NA>,            'Single Lens Galaxy',\n",
+       "         'Non Single Lens Galaxy', 'Non Single Lens Galaxy Merged']\n",
+       " Length: 4, dtype: string)"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data.Lens_Type.unique(), Data.System_Type.unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "69fcb212-4f71-4072-a8bf-ca6a95b3cc7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "331"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Initially we considered only Lens Type, but in this time we will restrict our analysis for Non Single Lens galaxy systems.\n",
+    "Data = Data.query(\n",
+    "    '~Lens_Type.isin([\"GROUP\", \"CLUSTER\"]) and ~System_Type.isin([\"Non Single Lens Galaxy\", \"Non Single Lens Galaxy Merged\"])'\n",
+    ").reset_index(drop=True)\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5da6ddb0-7d5a-4722-9199-c743b9baf1dd",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 5. Remove Late-Type galaxies"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "173a0ef9-9ada-44ca-9991-76b9c27b8755",
+   "metadata": {},
+   "source": [
+    "Late Type Galaxies might have an impact on the value of  $\\sigma_v$, for example (merger). Early-Type galaxies are suitable for this kind of test we want to perform. We should remove for now galaxies that are in the SWELLS sample (this sample contains only late type galaxies):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "eb3052c2-2315-4de2-ade5-22e8696a29f5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "316"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Data[\n",
+    "    ~Data.JNAME.isin(Database[Database.Reference.str.contains(\"Treu\")].JNAME.values)\n",
+    "].reset_index(drop=True)\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4779ac7a-a2d7-4b2f-b521-628b1b7bc03f",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 6. Get spectra info"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "32860a74-46f8-44fd-b6da-c544d1268a53",
+   "metadata": {},
+   "source": [
+    "In this section we obtain the fiber radius based on the instrument responsible to obtain the spectra information we used and observational seeing:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "6d3a4b82-c444-4a9f-8e32-ce6c3df996ec",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "316"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Spectra = pd.read_csv(io.StringIO((client.get_object(\"slcomp\", \"Data/Spectroscopic_Match.csv\").data).decode(\"utf-8\")))\n",
+    "Spectra = Spectra[Spectra.JNAME.isin(Data.JNAME)].reset_index(drop=True)\n",
+    "len(Spectra)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "f4bd4de7-4309-491c-9f20-f0542d1951f2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def fiber_rad(x):\n",
+    "    if \"BOSS\" in x:\n",
+    "        return 1\n",
+    "    elif \"SDSS\" in x:\n",
+    "        return 1.5\n",
+    "    else:\n",
+    "        return \"Bug\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "0ea529e9-0a57-42dd-8b0b-901bd4a123b5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Spectra[\"theta_ap\"] = Spectra.instrument.apply(fiber_rad)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "e0fcfe9f-a7fd-4df3-9948-7af4a465f248",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_value(x):\n",
+    "    if \" § \" in x:\n",
+    "        x = x.split(\" § \")\n",
+    "        x = np.hstack(np.array(x))\n",
+    "        x = x[x != \"nan\"]\n",
+    "        return int(float(x))\n",
+    "    else:\n",
+    "        return int(float(x))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "d28b333d-18ff-4ede-bd89-acc8868cf514",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_577523/2523328443.py:6: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
+      "  return int(float(x))\n"
+     ]
+    }
+   ],
+   "source": [
+    "Spectra.fiberid = Spectra.fiberid.apply(get_value)\n",
+    "Spectra.mjd = Spectra.mjd.apply(get_value)\n",
+    "Spectra.plate = Spectra.plate.apply(get_value)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "3f5a9852-bfa6-493e-9553-ba87b144b9dd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Spectra = Spectra[[\"JNAME\", \"fiberid\", \"mjd\", \"plate\", \"theta_ap\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "50cd10ba-53b8-49c3-af8c-d0b4598911da",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "316"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Data.merge(Spectra, on=\"JNAME\")\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3a1698e9-4cb5-4113-996b-8f6749eb5252",
+   "metadata": {},
+   "source": [
+    "To obtain the seeing information (https://www.sdss.org/dr17/algorithms/spectro_seeing/), we had to look into each plate files. Also,  check [this page](http://skyserver.sdss.org/dr17/MoreTools/browser?table=platex) for more information. We submitted the following SQL query:\n",
+    "\n",
+    "```sql\n",
+    "    SELECT p.plate,p.mjd,p.isPrimary,p.seeing20,p.seeing50,p.seeing80\n",
+    "    FROM platex AS p\n",
+    "    WHERE p.isPrimary = 1\n",
+    "```\n",
+    "\n",
+    "in [this page](http://skyserver.sdss.org/dr17/SearchTools/sql)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "3599e52d-ab73-4aec-b3f3-e8ec8d0dc028",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6460\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>plate</th>\n",
+       "      <th>mjd</th>\n",
+       "      <th>isPrimary</th>\n",
+       "      <th>seeing20</th>\n",
+       "      <th>seeing50</th>\n",
+       "      <th>seeing80</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>266</td>\n",
+       "      <td>51630</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.7300</td>\n",
+       "      <td>1.8100</td>\n",
+       "      <td>1.8975</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>267</td>\n",
+       "      <td>51608</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.7350</td>\n",
+       "      <td>1.8575</td>\n",
+       "      <td>1.9800</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>268</td>\n",
+       "      <td>51633</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.5325</td>\n",
+       "      <td>1.6125</td>\n",
+       "      <td>1.6950</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   plate    mjd  isPrimary  seeing20  seeing50  seeing80\n",
+       "0    266  51630          1    1.7300    1.8100    1.8975\n",
+       "1    267  51608          1    1.7350    1.8575    1.9800\n",
+       "2    268  51633          1    1.5325    1.6125    1.6950"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "query_output = pd.read_csv(\"data/Skyserver_SQL7_13_2022 2_43_17 PM.csv\", skiprows=1)\n",
+    "# isPrimary = 1 is this plateX entry both good and the best observation of the plate\n",
+    "query_output = query_output.query(\"isPrimary == 1\").reset_index(drop=True)\n",
+    "print(len(query_output))\n",
+    "query_output.iloc[0:3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "5d1e2655-5d8e-43ad-bbfc-32be4c61e7de",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "305"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Data.merge(query_output, on=[\"plate\", \"mjd\"]).reset_index(drop=True)\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8a9aaf2c-68bc-4c70-8304-1771192077ec",
+   "metadata": {},
+   "source": [
+    "Before we look for outliers, let's see the common values for $\\sigma_v$ based on the consolidated data (based only in SDSS DR17 data):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "27bf20dc-3e84-4676-a313-3581b682ca79",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "velDisp = Database_C.query('velDispRef==\"SDSS DR17\"').velDisp.astype(float)\n",
+    "\n",
+    "plt.boxplot(velDisp)\n",
+    "plt.show()\n",
+    "\n",
+    "plt.boxplot(velDisp[velDisp > 800])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9e7041be-dbae-405e-b2dc-e1bab53fdb86",
+   "metadata": {},
+   "source": [
+    "In which we see that $\\sigma_v=850$ is an outlier, thus these values should be removed."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "cfea9e1f-0d47-4895-945d-8c783c0afd26",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "print(sum(Data.velDisp.astype(float) > 400))\n",
+    "p = Data.velDisp.astype(float)\n",
+    "plt.boxplot(p)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c4fe514c-441a-4746-8cbb-5347d84cc240",
+   "metadata": {},
+   "source": [
+    "Removing wrong values for $\\sigma_v$ and observational seeing:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "754be001-3b1a-4808-8fde-4d40360dcceb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[['seeing20', 'seeing50', 'seeing80', 'velDisp']] = Data[['seeing20', 'seeing50', 'seeing80', 'velDisp']].apply(pd.to_numeric)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "6642f700-ffb3-4dc8-bdda-02728e3d9de4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "245"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Data.query(\n",
+    "    \"seeing20 != 0 and seeing50 != 0 and seeing80 != 0 and velDisp != 0 and velDisp != 850\"\n",
+    ").reset_index(drop=True)\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3c277620-df2d-4d6a-8be2-2f4de22da99c",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 7. Adding photometric info"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e67f0e59-0c6e-4ebe-a01e-6cb03501deab",
+   "metadata": {},
+   "source": [
+    "Another way to test $\\gamma_{\\mathrm{PPN}}$ is using the effective radius, assuming a system radius. In order to obtain $\\sigma_0$, we need the effective radius $\\theta_{\\mathrm{eff}}$, which can be obtained from SDSS. The three choices for the system radius presented in SDSS database are the exponential, de Vaucouleurs and Petrosian radius. For reference, we always use the radius in the r band."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "68dd3a72-fde4-4ac2-a1f4-bbe99203feb1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "245"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Photo = pd.read_csv(io.StringIO((client.get_object(\"slcomp\", \"Data/Photometric_Match.csv\").data).decode(\"utf-8\")))\n",
+    "Photo = Photo[Photo.JNAME.isin(Data.JNAME)].reset_index(drop=True)\n",
+    "len(Photo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "5516ffe4-ff9d-4919-b8a6-158684fdaf51",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['JNAME', 'RA', 'DEC', 'Matching_Index', 'Catalog_Name', 'Survey_ID',\n",
+       "       'mag_u', 'mag_g', 'mag_r', 'mag_i', 'mag_z', 'mag_uErr', 'mag_gErr',\n",
+       "       'mag_rErr', 'mag_iErr', 'mag_zErr', 'devrad_u', 'devrad_g', 'devrad_r',\n",
+       "       'devrad_i', 'devrad_z', 'devraderr_u', 'devraderr_g', 'devraderr_r',\n",
+       "       'devraderr_i', 'devraderr_z', 'exprad_u', 'exprad_g', 'exprad_r',\n",
+       "       'exprad_i', 'exprad_z', 'expraderr_u', 'expraderr_g', 'expraderr_r',\n",
+       "       'expraderr_i', 'expraderr_z', 'petror50_u', 'petror50_g', 'petror50_r',\n",
+       "       'petror50_i', 'petror50_z', 'petror50err_u', 'petror50err_g',\n",
+       "       'petror50err_r', 'petror50err_i', 'petror50err_z', 'Photo-z_L',\n",
+       "       'Photo-z_LErr', 'galdepth_g', 'galdepth_r', 'galdepth_z', 'brickname',\n",
+       "       'Spec-z_L', 'mag_y', 'mag_yErr', 'tilename', 'System_ID', 'object_id',\n",
+       "       'Photo-z_LRisk'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Photo.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "81b12a28-47b2-4969-a332-aacda7238bc6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_value2(x):\n",
+    "    if type(x) == float:\n",
+    "        return x\n",
+    "    elif \" § \" in x:\n",
+    "        x = x.split(\" § \")\n",
+    "        x = np.hstack(np.array(x))\n",
+    "        x = x[np.where(x != \"nan\")]\n",
+    "        return float(x)\n",
+    "    else:\n",
+    "        return float(x)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "c6bd8a26-2574-4c73-a1d8-db780c62e7a4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_577523/1222884193.py:8: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
+      "  return float(x)\n"
+     ]
+    }
+   ],
+   "source": [
+    "Photo.exprad_r = Photo.exprad_r.apply(get_value2)\n",
+    "Photo.devrad_r = Photo.devrad_r.apply(get_value2)\n",
+    "Photo.petror50_r = Photo.petror50_r.apply(get_value2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "98923e6a-cc06-49fc-bfe6-2a2b32bea97a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "245"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data = Data.merge(Photo[[\"JNAME\", \"devrad_r\", \"exprad_r\", \"petror50_r\"]], on=\"JNAME\")\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "b3e9cc59-6d7c-412c-a962-d1e76befe493",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['JNAME', 'RA', 'DEC', 'System_Type', 'Lens_Type', 'Source_Type',\n",
+       "       'theta_E', 'theta_EErr', 'theta_EMethod', 'theta_ERef', 'z_L', 'z_LErr',\n",
+       "       'z_LType', 'z_LRef', 'velDisp', 'velDispErr', 'velDispRef', 'z_S',\n",
+       "       'z_SErr', 'z_SType', 'z_SRef', 'mag_u', 'mag_uErr', 'mag_uRef',\n",
+       "       'mag_uS', 'mag_uSRef', 'mag_g', 'mag_gErr', 'mag_gRef', 'mag_gS',\n",
+       "       'mag_gSRef', 'mag_r', 'mag_rErr', 'mag_rRef', 'mag_rS', 'mag_rSRef',\n",
+       "       'mag_i', 'mag_iErr', 'mag_iRef', 'mag_iS', 'mag_iSRef', 'mag_z',\n",
+       "       'mag_zErr', 'mag_zRef', 'mag_zS', 'mag_zSRef', 'mag_F814W',\n",
+       "       'mag_F814WErr', 'mag_F814WRef', 'mag_F814WS', 'mag_F814WSRef',\n",
+       "       'fiberid', 'mjd', 'plate', 'theta_ap', 'isPrimary', 'seeing20',\n",
+       "       'seeing50', 'seeing80', 'devrad_r', 'exprad_r', 'petror50_r'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "a9162063-c6f3-4bf3-83fc-27ef4c7bd5fc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data[\n",
+    "    [\n",
+    "        \"JNAME\",\n",
+    "        \"RA\",\n",
+    "        \"DEC\",\n",
+    "        \"System_Type\",\n",
+    "        \"Lens_Type\",\n",
+    "        \"Source_Type\",\n",
+    "        \"theta_E\",\n",
+    "        \"theta_EErr\",\n",
+    "        \"theta_EMethod\",\n",
+    "        \"theta_ERef\",\n",
+    "        \"z_L\",\n",
+    "        \"z_LErr\",\n",
+    "        \"z_LType\",\n",
+    "        \"z_LRef\",\n",
+    "        \"z_S\",\n",
+    "        \"z_SErr\",\n",
+    "        \"z_SType\",\n",
+    "        \"z_SRef\",\n",
+    "        \"velDisp\",\n",
+    "        \"velDispErr\",\n",
+    "        \"velDispRef\",\n",
+    "        \"mag_u\",\n",
+    "        \"mag_uErr\",\n",
+    "        \"mag_uRef\",\n",
+    "        \"mag_uS\",\n",
+    "        \"mag_uSRef\",\n",
+    "        \"mag_g\",\n",
+    "        \"mag_gErr\",\n",
+    "        \"mag_gRef\",\n",
+    "        \"mag_gS\",\n",
+    "        \"mag_gSRef\",\n",
+    "        \"mag_r\",\n",
+    "        \"mag_rErr\",\n",
+    "        \"mag_rRef\",\n",
+    "        \"mag_rS\",\n",
+    "        \"mag_rSRef\",\n",
+    "        \"mag_i\",\n",
+    "        \"mag_iErr\",\n",
+    "        \"mag_iRef\",\n",
+    "        \"mag_iS\",\n",
+    "        \"mag_iSRef\",\n",
+    "        \"mag_z\",\n",
+    "        \"mag_zErr\",\n",
+    "        \"mag_zRef\",\n",
+    "        \"mag_zS\",\n",
+    "        \"mag_zSRef\",\n",
+    "        \"mag_F814W\",\n",
+    "        \"mag_F814WErr\",\n",
+    "        \"mag_F814WRef\",\n",
+    "        \"mag_F814WS\",\n",
+    "        \"mag_F814WSRef\",\n",
+    "        \"fiberid\",\n",
+    "        \"mjd\",\n",
+    "        \"plate\",\n",
+    "        \"theta_ap\",\n",
+    "        \"seeing20\",\n",
+    "        \"seeing50\",\n",
+    "        \"seeing80\",\n",
+    "        \"devrad_r\",\n",
+    "        \"exprad_r\",\n",
+    "        \"petror50_r\",\n",
+    "    ]\n",
+    "].convert_dtypes()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "0acad103-d947-4cd2-99e3-0afaca8a494c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>fiberid</th>\n",
+       "      <th>mjd</th>\n",
+       "      <th>plate</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>seeing20</th>\n",
+       "      <th>seeing50</th>\n",
+       "      <th>seeing80</th>\n",
+       "      <th>devrad_r</th>\n",
+       "      <th>exprad_r</th>\n",
+       "      <th>petror50_r</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>243.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>238.34106</td>\n",
+       "      <td>432.742857</td>\n",
+       "      <td>54651.383673</td>\n",
+       "      <td>3604.689796</td>\n",
+       "      <td>1.204082</td>\n",
+       "      <td>1.513188</td>\n",
+       "      <td>1.635243</td>\n",
+       "      <td>1.787144</td>\n",
+       "      <td>1.923659</td>\n",
+       "      <td>1.159147</td>\n",
+       "      <td>1.703452</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>76.93087</td>\n",
+       "      <td>255.385074</td>\n",
+       "      <td>1679.743057</td>\n",
+       "      <td>2283.827219</td>\n",
+       "      <td>0.24625</td>\n",
+       "      <td>0.321736</td>\n",
+       "      <td>0.354426</td>\n",
+       "      <td>0.401223</td>\n",
+       "      <td>0.997115</td>\n",
+       "      <td>0.458507</td>\n",
+       "      <td>0.663681</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>68.74223</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>51637.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>0.95</td>\n",
+       "      <td>1.05</td>\n",
+       "      <td>0.302893</td>\n",
+       "      <td>0.326608</td>\n",
+       "      <td>0.655836</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>196.87993</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>52932.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.26617</td>\n",
+       "      <td>1.37</td>\n",
+       "      <td>1.4771</td>\n",
+       "      <td>1.225528</td>\n",
+       "      <td>0.849187</td>\n",
+       "      <td>1.219221</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>231.21548</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>55365.0</td>\n",
+       "      <td>3973.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.5123</td>\n",
+       "      <td>1.61912</td>\n",
+       "      <td>1.75456</td>\n",
+       "      <td>1.735894</td>\n",
+       "      <td>1.075488</td>\n",
+       "      <td>1.587253</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>267.2193</td>\n",
+       "      <td>606.0</td>\n",
+       "      <td>56034.0</td>\n",
+       "      <td>5314.0</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>1.71378</td>\n",
+       "      <td>1.84975</td>\n",
+       "      <td>2.0153</td>\n",
+       "      <td>2.435644</td>\n",
+       "      <td>1.396349</td>\n",
+       "      <td>2.037865</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>747.9916</td>\n",
+       "      <td>998.0</td>\n",
+       "      <td>58396.0</td>\n",
+       "      <td>11316.0</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>2.6925</td>\n",
+       "      <td>3.02</td>\n",
+       "      <td>3.6775</td>\n",
+       "      <td>6.373206</td>\n",
+       "      <td>3.576023</td>\n",
+       "      <td>4.477787</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         velDisp     fiberid           mjd        plate  theta_ap  seeing20  \\\n",
+       "count      245.0       245.0         245.0        245.0     245.0     245.0   \n",
+       "mean   238.34106  432.742857  54651.383673  3604.689796  1.204082  1.513188   \n",
+       "std     76.93087  255.385074   1679.743057  2283.827219   0.24625  0.321736   \n",
+       "min     68.74223         5.0       51637.0        274.0       1.0      0.87   \n",
+       "25%    196.87993       211.0       52932.0       1349.0       1.0   1.26617   \n",
+       "50%    231.21548       405.0       55365.0       3973.0       1.0    1.5123   \n",
+       "75%     267.2193       606.0       56034.0       5314.0       1.5   1.71378   \n",
+       "max     747.9916       998.0       58396.0      11316.0       1.5    2.6925   \n",
+       "\n",
+       "       seeing50  seeing80  devrad_r  exprad_r  petror50_r  \n",
+       "count     245.0     245.0     243.0     243.0       243.0  \n",
+       "mean   1.635243  1.787144  1.923659  1.159147    1.703452  \n",
+       "std    0.354426  0.401223  0.997115  0.458507    0.663681  \n",
+       "min        0.95      1.05  0.302893  0.326608    0.655836  \n",
+       "25%        1.37    1.4771  1.225528  0.849187    1.219221  \n",
+       "50%     1.61912   1.75456  1.735894  1.075488    1.587253  \n",
+       "75%     1.84975    2.0153  2.435644  1.396349    2.037865  \n",
+       "max        3.02    3.6775  6.373206  3.576023    4.477787  "
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data.describe()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "50d445db-8210-4728-9af7-83fe220f4cdd",
+   "metadata": {},
+   "source": [
+    "# 8. Removing NaN's (if any)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "31dfc3d5-a4bf-4cf3-839b-be8cd12f73de",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(245, (245, 61))"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(Data), Data.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "33e2d5f3-dd06-4efc-97c7-64e0d1ab27eb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data.dropna(axis=1, how=\"all\")\n",
+    "Data = Data.dropna(\n",
+    "    subset=[\n",
+    "        \"z_L\",\n",
+    "        \"z_S\",\n",
+    "        \"theta_E\",\n",
+    "        \"velDisp\",\n",
+    "        \"velDispErr\",\n",
+    "        \"seeing20\",\n",
+    "        \"seeing50\",\n",
+    "        \"seeing80\",\n",
+    "        \"theta_ap\",\n",
+    "        \"devrad_r\",\n",
+    "        \"exprad_r\",\n",
+    "        \"petror50_r\",\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "2e78412f-8a82-4484-9243-5da595cfef93",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(243, (243, 59))"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(Data), Data.shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "892975d8-995f-42df-a0b4-f787359ce8df",
+   "metadata": {},
+   "source": [
+    "- Converting variables to radians:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "440157d2-afae-40ea-a96e-189ed58e21e8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[['theta_E', 'theta_ap', 'seeing20', 'seeing50', 'seeing80', 'exprad_r', 'devrad_r', 'petror50_r']] = Data[['theta_E', 'theta_ap', 'seeing20', 'seeing50', 'seeing80', 'exprad_r', 'devrad_r', 'petror50_r']].apply(pd.to_numeric)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "7d8e524a-7e49-48bf-b5ee-4dce18cee50f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[\"theta_E_rad\"] = Data[\"theta_E\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"theta_ap_rad\"] = Data[\"theta_ap\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"seeing20_rad\"] = Data[\"seeing20\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"seeing50_rad\"] = Data[\"seeing50\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"seeing80_rad\"] = Data[\"seeing80\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"exprad_r_rad\"] = Data[\"exprad_r\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"devrad_r_rad\"] = Data[\"devrad_r\"] * u.arcsec.to(u.rad)\n",
+    "Data[\"petror50_r_rad\"] = Data[\"petror50_r\"] * u.arcsec.to(u.rad)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "10aa39ff-c07b-4023-bb3b-37c253f1234d",
+   "metadata": {},
+   "source": [
+    "# 9. Effective radius"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "2ebb27b3-ef18-403a-a44b-fe8e027b5cb1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[\"velDisp0_exp\"] = Data[\"velDisp\"] * (\n",
+    "    (Data[\"exprad_r_rad\"] / (2 * Data[\"theta_ap_rad\"])) ** (-0.066)\n",
+    ")\n",
+    "Data[\"velDisp0_dev\"] = Data[\"velDisp\"] * (\n",
+    "    (Data[\"devrad_r_rad\"] / (2 * Data[\"theta_ap_rad\"])) ** (-0.066)\n",
+    ")\n",
+    "Data[\"velDisp0_petro\"] = Data[\"velDisp\"] * (\n",
+    "    (Data[\"petror50_r_rad\"] / (2 * Data[\"theta_ap_rad\"])) ** (-0.066)\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "95d99bc1-f308-4b8d-8c3e-5811aa6fc2ab",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "@np.vectorize\n",
+    "def cal_velDispErr(velDisp, velDispErr, theta_eff, theta_ap, velDisp0):\n",
+    "    term_1 = (velDispErr**2) / (velDisp**2)\n",
+    "    term_2 = 0.03**2\n",
+    "    term_3 = (np.log(theta_eff / (2 * theta_ap)) * 0.033) ** 2\n",
+    "    return np.sqrt((term_1 + term_2 + term_3) * velDisp0**2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "a2b466c7-83d9-4e32-93ad-1e7c68ab9128",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[['velDispErr']] = Data[['velDispErr']].apply(pd.to_numeric)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "98da85ec-a1aa-484e-a57a-1321bc0e449b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[\"velDisp0Err_exp\"] = cal_velDispErr(\n",
+    "    Data[\"velDisp\"],\n",
+    "    Data[\"velDispErr\"],\n",
+    "    Data[\"exprad_r_rad\"],\n",
+    "    Data[\"theta_ap_rad\"],\n",
+    "    Data[\"velDisp0_exp\"],\n",
+    ")\n",
+    "Data[\"velDisp0Err_dev\"] = cal_velDispErr(\n",
+    "    Data[\"velDisp\"],\n",
+    "    Data[\"velDispErr\"],\n",
+    "    Data[\"devrad_r_rad\"],\n",
+    "    Data[\"theta_ap_rad\"],\n",
+    "    Data[\"velDisp0_dev\"],\n",
+    ")\n",
+    "Data[\"velDisp0Err_petro\"] = cal_velDispErr(\n",
+    "    Data[\"velDisp\"],\n",
+    "    Data[\"velDispErr\"],\n",
+    "    Data[\"petror50_r_rad\"],\n",
+    "    Data[\"theta_ap_rad\"],\n",
+    "    Data[\"velDisp0_petro\"],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3b07bba9-beec-416f-a017-1835a11b4d9a",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 10. Obtain cutouts"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a1c6062a-b220-41e7-8492-0670e404a063",
+   "metadata": {},
+   "source": [
+    "In this section of the notebook, we aim to obtain cutouts for each object in the database and visually select early-type galaxies based on certain criteria. These criteria include:\n",
+    "\n",
+    "- A score of 3 is assigned to galaxies that appear to be isolated early-type systems without any neighboring objects that could interfere with the measurement of $\\sigma_v$ and do not belong to any cluster or group.\n",
+    "- A score of 2 is assigned to systems that might belong to a cluster or have substructure, appear to be late-type galaxies, and have neighboring objects with similar colors.\n",
+    "- A score of 1 is assigned to systems that cannot be classified (for internal use).\n",
+    "\n",
+    "In the first round of classification, images from surveys with higher resolution (in the photometric scale) were presented, and the aforementioned scores were assigned. In case of any errors in the image, a score of 1 was given. In the second classification round, all available combined images captured for all surveys were presented. In this case, some information might be more useful and highlighted in one survey than in others.\n",
+    "\n",
+    "After the two classification rounds using `lensrater`, systems classified as 3-3 were kept, and systems classified as 2-2 were discarded."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "ec991ed9-b804-4b67-98d5-8e139d1665a3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>survey</th>\n",
+       "      <th>cutout_size</th>\n",
+       "      <th>processing</th>\n",
+       "      <th>is_rgb</th>\n",
+       "      <th>file_name</th>\n",
+       "      <th>file_path</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000001.1-350334.9</td>\n",
+       "      <td>DES</td>\n",
+       "      <td>20asec</td>\n",
+       "      <td>lsb</td>\n",
+       "      <td>True</td>\n",
+       "      <td>J000001.1-350334.9.jpeg</td>\n",
+       "      <td>Processed_Cutouts_Legacy/20asec/DES/J000001.1-...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J000001.1-350334.9</td>\n",
+       "      <td>Legacy</td>\n",
+       "      <td>20asec</td>\n",
+       "      <td>trilogy</td>\n",
+       "      <td>False</td>\n",
+       "      <td>J000001.1-350334.9_legacysurvey-0001m350-image...</td>\n",
+       "      <td>Processed_Cutouts/20asec/Legacy/J000001.1-3503...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J000001.1-350334.9</td>\n",
+       "      <td>Legacy</td>\n",
+       "      <td>20asec</td>\n",
+       "      <td>trilogy</td>\n",
+       "      <td>False</td>\n",
+       "      <td>J000001.1-350334.9_legacysurvey-0001m350-image...</td>\n",
+       "      <td>Processed_Cutouts/20asec/Legacy/J000001.1-3503...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME  survey cutout_size processing is_rgb  \\\n",
+       "0  J000001.1-350334.9     DES      20asec        lsb   True   \n",
+       "1  J000001.1-350334.9  Legacy      20asec    trilogy  False   \n",
+       "2  J000001.1-350334.9  Legacy      20asec    trilogy  False   \n",
+       "\n",
+       "                                           file_name  \\\n",
+       "0                            J000001.1-350334.9.jpeg   \n",
+       "1  J000001.1-350334.9_legacysurvey-0001m350-image...   \n",
+       "2  J000001.1-350334.9_legacysurvey-0001m350-image...   \n",
+       "\n",
+       "                                           file_path  \n",
+       "0  Processed_Cutouts_Legacy/20asec/DES/J000001.1-...  \n",
+       "1  Processed_Cutouts/20asec/Legacy/J000001.1-3503...  \n",
+       "2  Processed_Cutouts/20asec/Legacy/J000001.1-3503...  "
+      ]
+     },
+     "execution_count": 49,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Cutouts = pd.read_parquet(io.BytesIO(client.get_object(\"slcomp\", \"Cutouts/Processed_Cutouts.parquet\").data))\n",
+    "Cutouts.iloc[0:3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "id": "fe92012c-71f4-42cb-970c-c691a6c3a6b3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Cutouts = Cutouts[Cutouts.JNAME.isin(Data.JNAME)].reset_index(drop=True)\n",
+    "Cutouts = Cutouts[\n",
+    "    ((Cutouts.survey == \"CS82\") | (Cutouts.is_rgb == \"True\"))\n",
+    "    & (Cutouts.cutout_size == \"20asec\")\n",
+    "].reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "83ea7e18-4fbc-4e94-999c-1e71c41da2b7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(243, 243)"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(Data), len(Cutouts.JNAME.unique())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ad4a3f7d-fe6c-4f1f-9300-86522b4ee52b",
+   "metadata": {},
+   "source": [
+    "Get mosaics for all cutouts of the same object:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "2ca0a36e-fd06-4496-8961-281e17ba3754",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cutouts = Cutouts\n",
+    "jnames = Cutouts.JNAME.unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "id": "1786f62d-681b-4e0f-855b-9bffa03eefff",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_cutouts(i):\n",
+    "    jname = jnames[i]\n",
+    "    data = cutouts[cutouts.JNAME == jname].reset_index(drop=True)\n",
+    "\n",
+    "    nrow = 1\n",
+    "    ncol = len(data)\n",
+    "\n",
+    "    fig = plt.figure(figsize=(2 * (ncol + 1), 2 * (nrow + 1)))  # (ncol+1, nrow+1))\n",
+    "\n",
+    "    gs = gridspec.GridSpec(\n",
+    "        nrow,\n",
+    "        ncol,\n",
+    "        wspace=0.0,\n",
+    "        hspace=0.0,\n",
+    "        top=1.0 - 0.5 / (nrow + 1),\n",
+    "        bottom=0.5 / (nrow + 1),\n",
+    "        left=0.5 / (ncol + 1),\n",
+    "        right=1 - 0.5 / (ncol + 1),\n",
+    "    )\n",
+    "\n",
+    "    k = 0\n",
+    "    for i in range(nrow):\n",
+    "        for j in range(ncol):\n",
+    "            test = data.iloc[k]\n",
+    "            file_name = test.file_name\n",
+    "            if \".png\" in file_name:\n",
+    "                survey_tag = f\"T: {test.survey}\"\n",
+    "            elif \".jpeg\" in file_name:\n",
+    "                survey_tag = f\"LSB: {test.survey}\"\n",
+    "\n",
+    "            im = plt.imread(test.file_path)\n",
+    "            ax = plt.subplot(gs[i, j])\n",
+    "            if test.survey == \"CS82\":\n",
+    "                ax.imshow(im, interpolation=\"lanczos\", aspect=\"auto\", cmap=\"gray\")\n",
+    "            else:\n",
+    "                ax.imshow(im, interpolation=\"lanczos\", aspect=\"auto\")\n",
+    "            ax.set_xticklabels([])\n",
+    "            ax.set_yticklabels([])\n",
+    "            ax.set_xticks([])\n",
+    "            ax.set_yticks([])\n",
+    "\n",
+    "            left, width = 0.05, 0.5\n",
+    "            bottom, height = 0.05, 0.5\n",
+    "\n",
+    "            ax.text(\n",
+    "                left,\n",
+    "                bottom,\n",
+    "                survey_tag,\n",
+    "                horizontalalignment=\"left\",\n",
+    "                verticalalignment=\"bottom\",\n",
+    "                transform=ax.transAxes,\n",
+    "                color=\"gold\",\n",
+    "                fontsize=8,\n",
+    "            )\n",
+    "            k += 1\n",
+    "\n",
+    "    # plt.show()\n",
+    "    dir_name = f\"images/20_asec_full/\"\n",
+    "    os.makedirs(dir_name, exist_ok=True)\n",
+    "    plt.savefig(dir_name + f\"/{jname}.png\", dpi=300, transparent=True)\n",
+    "    plt.close()\n",
+    "\n",
+    "    im = Image.open(dir_name + f\"/{jname}.png\")\n",
+    "    im2 = im.crop(im.getbbox())\n",
+    "    im2.save(dir_name + f\"/{jname}.png\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "158b3c23-4e4d-4140-83af-07a7651ac270",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# args = range(len(jnames))\n",
+    "# result = pqdm(args, get_cutouts, n_jobs=35)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1b3b4450-5497-4a4f-9292-d46da9aa5254",
+   "metadata": {},
+   "source": [
+    "\"Best\" $20^{\\prime\\prime}$ image:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "id": "8a1ffbaf-94c3-46a6-af06-434ff2adb1bd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_cutouts_small(i):\n",
+    "    jname = jnames[i]\n",
+    "    data = cutouts[cutouts.JNAME == jname].reset_index(drop=True)\n",
+    "    data[\"Survey\"] = pd.Categorical(\n",
+    "        data[\"survey\"],\n",
+    "        [\"HSC\", \"RCSLenS\", \"DES\", \"CFHTLenS\", \"CS82\", \"Legacy\", \"KiDS\", \"SDSS\"],\n",
+    "    )\n",
+    "    survey = data.sort_values([\"survey\"])[\"survey\"].unique()[0]\n",
+    "    data = data[data.survey == survey].reset_index(drop=True)\n",
+    "\n",
+    "    nrow = 1\n",
+    "    ncol = len(data)\n",
+    "\n",
+    "    fig = plt.figure(figsize=(2 * (ncol + 1), 2 * (nrow + 1)))  # (ncol+1, nrow+1))\n",
+    "\n",
+    "    gs = gridspec.GridSpec(\n",
+    "        nrow,\n",
+    "        ncol,\n",
+    "        wspace=0.0,\n",
+    "        hspace=0.0,\n",
+    "        top=1.0 - 0.5 / (nrow + 1),\n",
+    "        bottom=0.5 / (nrow + 1),\n",
+    "        left=0.5 / (ncol + 1),\n",
+    "        right=1 - 0.5 / (ncol + 1),\n",
+    "    )\n",
+    "\n",
+    "    k = 0\n",
+    "    for i in range(nrow):\n",
+    "        for j in range(ncol):\n",
+    "            test = data.iloc[k]\n",
+    "            file_name = test.file_name\n",
+    "            if \".png\" in file_name:\n",
+    "                survey_tag = f\"T: {test.survey}\"\n",
+    "            elif \".jpeg\" in file_name:\n",
+    "                survey_tag = f\"LSB: {test.survey}\"\n",
+    "\n",
+    "            im = plt.imread(test.file_path)\n",
+    "            ax = plt.subplot(gs[i, j])\n",
+    "            if test.survey == \"CS82\":\n",
+    "                ax.imshow(im, interpolation=\"lanczos\", aspect=\"auto\", cmap=\"gray\")\n",
+    "            else:\n",
+    "                ax.imshow(im, interpolation=\"lanczos\", aspect=\"auto\")\n",
+    "            ax.set_xticklabels([])\n",
+    "            ax.set_yticklabels([])\n",
+    "            ax.set_xticks([])\n",
+    "            ax.set_yticks([])\n",
+    "\n",
+    "            left, width = 0.05, 0.5\n",
+    "            bottom, height = 0.05, 0.5\n",
+    "\n",
+    "            ax.text(\n",
+    "                left,\n",
+    "                bottom,\n",
+    "                survey_tag,\n",
+    "                horizontalalignment=\"left\",\n",
+    "                verticalalignment=\"bottom\",\n",
+    "                transform=ax.transAxes,\n",
+    "                color=\"gold\",\n",
+    "                fontsize=8,\n",
+    "            )\n",
+    "            k += 1\n",
+    "\n",
+    "    # plt.show()\n",
+    "    dir_name = f\"images/20_asec_best/\"\n",
+    "    os.makedirs(dir_name, exist_ok=True)\n",
+    "    plt.savefig(dir_name + f\"/{jname}.png\", dpi=300, transparent=True)\n",
+    "    plt.close()\n",
+    "\n",
+    "    im = Image.open(dir_name + f\"/{jname}.png\")\n",
+    "    im2 = im.crop(im.getbbox())\n",
+    "    im2.save(dir_name + f\"/{jname}.png\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "id": "c2a4836c-4bdd-44ed-8db7-b932631ed275",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# args = range(len(jnames))\n",
+    "# result = pqdm(args, get_cutouts_small, n_jobs=35)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "43e5f93d-d820-4f51-83ef-0c4808c5e218",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 11. Performing visual inspection"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9e33f5f0-c111-4dac-8909-2d2959cc8ca8",
+   "metadata": {},
+   "source": [
+    "For this task, we used [lensrater](https://github.com/oliveirara/lensrater) to classify all objects. After each visual inspection, we get a `csv` file containing all scores."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "200bbd99-0a40-4fb0-bfce-e9ed2262743f",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "# 12. Visual inspection round and Final Sample"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "id": "15606b12-e06e-4cff-ab45-f51d4a2eff40",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "visual_inspection_1 = pd.read_csv(\"images/20_asec_best/scores.csv\")\n",
+    "visual_inspection_2 = pd.read_csv(\"images/20_asec_full/scores.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "id": "264c16e1-7c6f-487a-91d3-314f35e81c34",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(243, 243)"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(visual_inspection_1), len(visual_inspection_2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "id": "eea69343-1908-435f-902e-8954c7a8c007",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>username_x</th>\n",
+       "      <th>image</th>\n",
+       "      <th>score_x</th>\n",
+       "      <th>username_y</th>\n",
+       "      <th>score_y</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>renan</td>\n",
+       "      <td>J000408.1+141150.7.png</td>\n",
+       "      <td>3</td>\n",
+       "      <td>renan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>renan</td>\n",
+       "      <td>J001016.4+175852.2.png</td>\n",
+       "      <td>3</td>\n",
+       "      <td>renan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>renan</td>\n",
+       "      <td>J001321.4+114039.6.png</td>\n",
+       "      <td>3</td>\n",
+       "      <td>renan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>renan</td>\n",
+       "      <td>J002123.2-042926.2.png</td>\n",
+       "      <td>3</td>\n",
+       "      <td>renan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>renan</td>\n",
+       "      <td>J002240.9+143110.1.png</td>\n",
+       "      <td>3</td>\n",
+       "      <td>renan</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  username_x                   image  score_x username_y  score_y\n",
+       "0      renan  J000408.1+141150.7.png        3      renan        3\n",
+       "1      renan  J001016.4+175852.2.png        3      renan        3\n",
+       "2      renan  J001321.4+114039.6.png        3      renan        3\n",
+       "3      renan  J002123.2-042926.2.png        3      renan        3\n",
+       "4      renan  J002240.9+143110.1.png        3      renan        3"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_inspection = pd.merge(visual_inspection_1, visual_inspection_2, on=\"image\")\n",
+    "data_inspection.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "id": "f3255280-4cc3-481d-afc5-73b260ca672f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([3, 2, 1]), array([3, 2]))"
+      ]
+     },
+     "execution_count": 60,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(\n",
+    "    data_inspection.score_x.unique(),\n",
+    "    data_inspection.score_y.unique(),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 61,
+   "id": "63e5c1e7-7139-48c0-9fb5-eaccfda32c5d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([3]), array([3]))"
+      ]
+     },
+     "execution_count": 61,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "both_agree = data_inspection[\n",
+    "    (data_inspection.score_x == 3) & (data_inspection.score_y == 3)\n",
+    "]\n",
+    "both_agree.score_x.unique(), both_agree.score_y.unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "id": "05a62249-99be-42e9-b73d-bd223231b86d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "243"
+      ]
+     },
+     "execution_count": 62,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(data_inspection)  # total objects"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "id": "51f5b94c-11d0-42b7-97c4-d8c69f823408",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "183"
+      ]
+     },
+     "execution_count": 63,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(both_agree)  # objects classified as 3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "id": "8bc03a8e-1c32-4452-a40d-332bd72b4ed2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "30"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(\n",
+    "    data_inspection[(data_inspection.score_x == 2) & (data_inspection.score_y == 2)]\n",
+    ")  # discarted objects"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "id": "b90ae6f7-7f17-487f-b17f-c5a7edf89beb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "30"
+      ]
+     },
+     "execution_count": 65,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "243 - 183 - 30"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a6f39916-7e9f-473c-8eaf-676072fba1c3",
+   "metadata": {},
+   "source": [
+    "There are 31 systems that raised some doubts, i.e., from first and second classification rounds, e.g., 3-2, 2-3, 1-3, 1-2:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "id": "166890af-22bf-405e-a47b-66f23bc7f2e0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "30"
+      ]
+     },
+     "execution_count": 66,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_re_inspection = data_inspection[\n",
+    "    ((data_inspection.score_x == 3) & (data_inspection.score_y == 2))\n",
+    "    | ((data_inspection.score_x == 2) & (data_inspection.score_y == 3))\n",
+    "    | ((data_inspection.score_x == 1) & (data_inspection.score_y == 3))\n",
+    "    | ((data_inspection.score_x == 1) & (data_inspection.score_y == 2))\n",
+    "]\n",
+    "len(data_re_inspection)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "id": "96f9d591-f1c2-435f-a254-38b8bdef8d5c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# for image in data_re_inspection.image:\n",
+    "#     shutil.copy(\"images/20_asec_full/\" + image, \"images/20_asec_full_re_check/\" + image)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "id": "ada7bc04-0318-43d9-be21-43672f7d1aa4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "23"
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "visual_inspection_3 = pd.read_csv(\"images/20_asec_full_re_check/scores.csv\")\n",
+    "len(visual_inspection_3[visual_inspection_3.score == 3])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "id": "c4969071-7b52-488d-9062-d486d7b9404b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "206"
+      ]
+     },
+     "execution_count": 69,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "jnames = [\n",
+    "    image.split(\".png\")[0]\n",
+    "    for image in np.hstack(\n",
+    "        (both_agree.image, visual_inspection_3[visual_inspection_3.score == 3].image)\n",
+    "    )\n",
+    "]\n",
+    "len(jnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "id": "1945fd0b-497d-4dd1-aef4-ba25e65a2e00",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data[\"vis_inspec\"] = Data.JNAME.isin(jnames)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "id": "234dcde2-9def-4dfe-a94d-08a5577db9cd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "206"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(Data.vis_inspec)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1c64cebd-9029-4a7a-96d9-ecb33371b30b",
+   "metadata": {},
+   "source": [
+    "The sample containing `vis_inspec==True` is dubbed `LaStBeRu_cosmo_ground` and will be the sample we'll use in the next notebooks."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "477baa02-a93b-41d2-8c7f-e74bc587eff3",
+   "metadata": {},
+   "source": [
+    "# 13. Saving the data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "id": "8f248687-943b-4914-9e9e-548952ebb2d0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['JNAME', 'RA', 'DEC', 'System_Type', 'Lens_Type', 'Source_Type',\n",
+       "       'theta_E', 'theta_EErr', 'theta_EMethod', 'theta_ERef', 'z_L', 'z_LErr',\n",
+       "       'z_LType', 'z_LRef', 'z_S', 'z_SErr', 'z_SType', 'z_SRef', 'velDisp',\n",
+       "       'velDispErr', 'velDispRef', 'mag_u', 'mag_uErr', 'mag_uRef', 'mag_uS',\n",
+       "       'mag_uSRef', 'mag_g', 'mag_gErr', 'mag_gRef', 'mag_gS', 'mag_gSRef',\n",
+       "       'mag_r', 'mag_rErr', 'mag_rRef', 'mag_rS', 'mag_rSRef', 'mag_i',\n",
+       "       'mag_iErr', 'mag_iRef', 'mag_iS', 'mag_iSRef', 'mag_z', 'mag_zErr',\n",
+       "       'mag_zRef', 'mag_zS', 'mag_zSRef', 'mag_F814W', 'mag_F814WErr',\n",
+       "       'mag_F814WRef', 'fiberid', 'mjd', 'plate', 'theta_ap', 'seeing20',\n",
+       "       'seeing50', 'seeing80', 'devrad_r', 'exprad_r', 'petror50_r',\n",
+       "       'theta_E_rad', 'theta_ap_rad', 'seeing20_rad', 'seeing50_rad',\n",
+       "       'seeing80_rad', 'exprad_r_rad', 'devrad_r_rad', 'petror50_r_rad',\n",
+       "       'velDisp0_exp', 'velDisp0_dev', 'velDisp0_petro', 'velDisp0Err_exp',\n",
+       "       'velDisp0Err_dev', 'velDisp0Err_petro', 'vis_inspec'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Data.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "id": "166f75e1-4b88-494f-81d4-6907a8887031",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data.query(\"vis_inspec==True\").reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "id": "3110710e-74a1-4e54-a4fe-49a2a9900b9d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data[\n",
+    "    [\n",
+    "        \"JNAME\",\n",
+    "        \"RA\",\n",
+    "        \"DEC\",\n",
+    "        \"System_Type\",\n",
+    "        \"Lens_Type\",\n",
+    "        \"Source_Type\",\n",
+    "        \"theta_E\",\n",
+    "        \"theta_E_rad\",\n",
+    "        \"theta_EErr\",\n",
+    "        \"theta_EMethod\",\n",
+    "        \"theta_ERef\",\n",
+    "        \"z_L\",\n",
+    "        \"z_LErr\",\n",
+    "        \"z_LType\",\n",
+    "        \"z_LRef\",\n",
+    "        \"z_S\",\n",
+    "        \"z_SErr\",\n",
+    "        \"z_SType\",\n",
+    "        \"z_SRef\",\n",
+    "        \"velDisp\",\n",
+    "        \"velDispErr\",\n",
+    "        \"velDispRef\",\n",
+    "        \"mag_u\",\n",
+    "        \"mag_uErr\",\n",
+    "        \"mag_uRef\",\n",
+    "        \"mag_uS\",\n",
+    "        \"mag_uSRef\",\n",
+    "        \"mag_g\",\n",
+    "        \"mag_gErr\",\n",
+    "        \"mag_gRef\",\n",
+    "        \"mag_gS\",\n",
+    "        \"mag_gSRef\",\n",
+    "        \"mag_r\",\n",
+    "        \"mag_rErr\",\n",
+    "        \"mag_rRef\",\n",
+    "        \"mag_rS\",\n",
+    "        \"mag_rSRef\",\n",
+    "        \"mag_i\",\n",
+    "        \"mag_iErr\",\n",
+    "        \"mag_iRef\",\n",
+    "        \"mag_iS\",\n",
+    "        \"mag_iSRef\",\n",
+    "        \"mag_z\",\n",
+    "        \"mag_zErr\",\n",
+    "        \"mag_zRef\",\n",
+    "        \"mag_zS\",\n",
+    "        \"mag_zSRef\",\n",
+    "        \"mag_F814W\",\n",
+    "        \"mag_F814WErr\",\n",
+    "        \"mag_F814WRef\",\n",
+    "        \"fiberid\",\n",
+    "        \"mjd\",\n",
+    "        \"plate\",\n",
+    "        \"theta_ap\",\n",
+    "        \"theta_ap_rad\",\n",
+    "        \"seeing20\",\n",
+    "        \"seeing20_rad\",\n",
+    "        \"seeing50\",\n",
+    "        \"seeing50_rad\",\n",
+    "        \"seeing80\",\n",
+    "        \"seeing80_rad\",\n",
+    "        \"devrad_r\",\n",
+    "        \"exprad_r\",\n",
+    "        \"petror50_r\",\n",
+    "        \"devrad_r_rad\",\n",
+    "        \"exprad_r_rad\",\n",
+    "        \"petror50_r_rad\",\n",
+    "        \"velDisp0_dev\",\n",
+    "        \"velDisp0Err_dev\",\n",
+    "        \"velDisp0_exp\",\n",
+    "        \"velDisp0Err_exp\",\n",
+    "        \"velDisp0_petro\",\n",
+    "        \"velDisp0Err_petro\",\n",
+    "    ]\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "226e7d82-2e4a-48df-9c94-9fc83847e2e0",
+   "metadata": {},
+   "source": [
+    "# Data Cleaning"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "id": "2d8086ed-4d3c-4895-b794-25481a29d01a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "jnames_to_remove = [\n",
+    "    \"J082227.5+182855.8\", # Late type galaxy\n",
+    "    \"J015618.1-010747.1\", # Wrong classification theta_E method (label wrong from Master Lens Database)\n",
+    "    \"J220506.9+014703.7\", # Velocity dispersion from SDSS doesn't match\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "id": "520ba0ce-9aaa-40f2-a6ae-b030043be26e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data.query(\"~JNAME.isin(@jnames_to_remove)\").reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "0ffeca17-576b-4b1c-b4c0-aef1a53dddd2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "71"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "jnames_from_Cao = Data.query(\"theta_ERef == 'Cao et al. (2020) - arXiv:2008.01361'\").JNAME\n",
+    "jnames_from_bellsgallery = Database.query(\"Other_Matches.str.contains('BELLSGALLERY', na=False)\").JNAME\n",
+    "jnames_from_Cao_that_are_not_in_bellsgallery = jnames_from_Cao[~jnames_from_Cao.isin(jnames_from_bellsgallery)]\n",
+    "len(jnames_from_Cao_that_are_not_in_bellsgallery)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "id": "5a7e1762-2205-4846-8dc6-80c8fc913662",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data = Data.query(\"~JNAME.isin(@jnames_from_Cao_that_are_not_in_bellsgallery)\").reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "id": "8825dac6-51a9-4361-95cf-a162236dfa4d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Data.to_csv(\"01_LaStBeRu_cosmo_ground.csv\", index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/02.1_LaStBeRu_triangle_plot.ipynb b/notebooks/modified-gravity-tests/02.1_LaStBeRu_triangle_plot.ipynb
new file mode 100644
index 0000000..ca263bd
--- /dev/null
+++ b/notebooks/modified-gravity-tests/02.1_LaStBeRu_triangle_plot.ipynb
@@ -0,0 +1,352 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "029e513c-3cdd-4531-b556-1c628639c38d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import getdist\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import rings2cosmo\n",
+    "from getdist import MCSamples, plots\n",
+    "\n",
+    "pd.set_option(\"display.max_colwidth\", None)\n",
+    "\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "37e6b5b8-aa6a-4699-b69a-bd3eec2671de",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpl.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 20,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Data used for plotting and `rings2cosmo` script to obtain gamma_PPN:\n",
+    "colors = plt.cm.turbo(np.linspace(0.1, 0.9, 20))\n",
+    "labels = [r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "8b57b896-2114-46ce-9194-414a76302906",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "132"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Loading the data\n",
+    "Data = pd.read_csv(\"01_LaStBeRu_cosmo_ground.csv\")\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "98a48860-b922-4a47-9169-0e7621156876",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "alpha_true = 2\n",
+    "beta_true = 0.18\n",
+    "delta_true = 2.4\n",
+    "gamma_true = 1\n",
+    "nsteps = 15_000  # Number of steps"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "2a970a2b-a7d6-461b-b6e6-e94ed165b2c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_mcmc(z_L, z_S, theta_E, theta_ap, seeing_atm, velDisp, velDispErr, label):\n",
+    "    sampler = rings2cosmo.logprobability_sampling(\n",
+    "        z_S,\n",
+    "        z_L,\n",
+    "        velDisp,\n",
+    "        velDispErr,\n",
+    "        theta_E,\n",
+    "        seeing_atm,\n",
+    "        theta_ap,\n",
+    "        seed=42,\n",
+    "        alpha_ini=alpha_true,\n",
+    "        beta_ini=beta_true,\n",
+    "        delta_ini=delta_true,\n",
+    "        gamma_ini=gamma_true,\n",
+    "        alpha_0_value=alpha_true,\n",
+    "        eps_alpha_0_value=0.08,\n",
+    "        beta_0_value=beta_true,\n",
+    "        eps_beta_0_value=0.13,\n",
+    "        delta_0_value=delta_true,\n",
+    "        eps_delta_0_value=0.11,\n",
+    "        n_dim=4,\n",
+    "        n_walkers=64,\n",
+    "        n_burn=500,\n",
+    "        n_steps=nsteps,\n",
+    "        progress=\"notebook\",\n",
+    "        processes=64,\n",
+    "    )\n",
+    "    samples = MCSamples(\n",
+    "        samples=sampler.get_chain(discard=500, thin=1, flat=True),\n",
+    "        names=[\"alpha\", \"beta\", \"delta\", \"gamma\"],\n",
+    "        labels=labels,\n",
+    "        label=label,\n",
+    "    )\n",
+    "    # Customized triangle plot\n",
+    "    g = plots.get_subplot_plotter(subplot_size=4)\n",
+    "    g.settings.figure_legend_frame = False\n",
+    "    g.settings.alpha_filled_add = 0.5\n",
+    "    g.settings.title_limit_fontsize = 20\n",
+    "    g.settings.axes_fontsize = 20\n",
+    "    g.settings.axes_labelsize = 20\n",
+    "    g.settings.legend_fontsize = 20\n",
+    "    g.triangle_plot(\n",
+    "        [samples],\n",
+    "        filled=True,\n",
+    "        legend_labels=[label],\n",
+    "        legend_loc=\"upper right\",\n",
+    "        line_args=[{\"ls\": \"--\", \"color\": \"black\"}],\n",
+    "        contour_colors=[\"black\"],\n",
+    "        title_limit=1,\n",
+    "        markers={\n",
+    "            \"alpha\": alpha_true,\n",
+    "            \"beta\": beta_true,\n",
+    "            \"delta\": delta_true,\n",
+    "            \"gamma\": gamma_true,\n",
+    "        },\n",
+    "    )\n",
+    "    return samples"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "79bf4dc7-ca7b-44dc-a403-34f1dbb87847",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<unknown>:9: SyntaxWarning: invalid escape sequence '\\m'\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a4ce8a1574dc47debeb58e1d12eb80b5",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3f91385eb47d407aba83feba10a4cd66",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CPU times: user 4min 35s, sys: 1min 5s, total: 5min 41s\n",
+      "Wall time: 13min 45s\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%%time\n",
+    "case_2_3 = get_mcmc(\n",
+    "    z_L=Data[\"z_L\"].values,\n",
+    "    z_S=Data[\"z_S\"].values,\n",
+    "    theta_E=Data[\"theta_E_rad\"].values,\n",
+    "    theta_ap=Data[\"theta_ap_rad\"].values,\n",
+    "    seeing_atm=Data[\"seeing50_rad\"].values,\n",
+    "    velDisp=Data[\"velDisp0_petro\"].values,\n",
+    "    velDispErr=Data[\"velDisp0Err_petro\"].values,\n",
+    "    label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b7a89797-a654-40f1-b170-8a355521045d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_633239/2129189087.py:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label = \"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "label = \"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"\n",
+    "# Customized triangle plot\n",
+    "g = plots.get_subplot_plotter(subplot_size=4)\n",
+    "g.settings.figure_legend_frame = False\n",
+    "g.settings.alpha_filled_add = 0.5\n",
+    "g.settings.title_limit_fontsize = 20\n",
+    "g.settings.axes_fontsize = 20\n",
+    "g.settings.axes_labelsize = 20\n",
+    "g.settings.legend_fontsize = 20\n",
+    "g.triangle_plot(\n",
+    "    [case_2_3],\n",
+    "    filled=True,\n",
+    "    labels=[r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma_\\mathrm{PPN}\"],\n",
+    "    legend_labels=[label],\n",
+    "    legend_loc=\"upper right\",\n",
+    "    line_args=[{\"ls\": \"--\", \"color\": \"#1186c0\"}],\n",
+    "    contour_colors=[\"#1186c0\"],\n",
+    "    title_limit=1,\n",
+    "    markers={\n",
+    "        \"alpha\": alpha_true,\n",
+    "        \"beta\": beta_true,\n",
+    "        \"delta\": delta_true,\n",
+    "        \"gamma\": gamma_true,\n",
+    "    },\n",
+    ")\n",
+    "# plt.savefig(\n",
+    "#     \"graphics/mcmc-example.pdf\",\n",
+    "#     dpi=300,\n",
+    "#     bbox_inches=\"tight\",\n",
+    "# )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "8151c8a6-eb51-4be3-a914-3814d5491893",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !convert -trim graphics/mcmc-example.pdf graphics/mcmc-example.pdf"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/02_Exploring_LaStBeRu_cosmo_ground.ipynb b/notebooks/modified-gravity-tests/02_Exploring_LaStBeRu_cosmo_ground.ipynb
new file mode 100644
index 0000000..74cb442
--- /dev/null
+++ b/notebooks/modified-gravity-tests/02_Exploring_LaStBeRu_cosmo_ground.ipynb
@@ -0,0 +1,1394 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "fd996ee6-e150-4210-9a23-294852dd3dbc",
+   "metadata": {},
+   "source": [
+    "For this notebook, we test the data sample using different setups for obtaining $\\gamma_{\\mathrm{PPN}}$ in the following scenarios:\n",
+    "\n",
+    "- $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$\n",
+    "- $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV, exp and petro radius), $\\mathtt{SEEING50}$\n",
+    "- $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$, $\\mathtt{SEEING50}$ and $\\mathtt{SEEING80}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "f6ae0347-1f99-4742-8f2c-1e23a21f68f7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !pip install ipywidgets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "029e513c-3cdd-4531-b556-1c628639c38d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import rings2cosmo\n",
+    "from getdist import plots, MCSamples\n",
+    "import getdist\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "37e6b5b8-aa6a-4699-b69a-bd3eec2671de",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpl.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 20,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Data used for plotting and `rings2cosmo` script to obtain gamma_PPN:\n",
+    "colors = plt.cm.turbo(np.linspace(0.1, 0.9, 20))\n",
+    "labels = [r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8b57b896-2114-46ce-9194-414a76302906",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "132"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Loading the data\n",
+    "Data = pd.read_csv(\"01_LaStBeRu_cosmo_ground.csv\")\n",
+    "len(Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f35ca786-c99d-4964-8fa4-4ee8a95aeec5",
+   "metadata": {},
+   "source": [
+    "Priors for each value:\n",
+    "\n",
+    "- $\\alpha$: Total mass density index\n",
+    "- $\\beta$: Anisotropy parameter\n",
+    "- $\\delta$: Luminosity density index\n",
+    "- $\\gamma$: Parameterized Post-Newtonian parameter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "98a48860-b922-4a47-9169-0e7621156876",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "alpha_true = 2\n",
+    "beta_true = 0.18\n",
+    "delta_true = 2.4\n",
+    "gamma_true = 1\n",
+    "nsteps = 15_000  # Number of steps"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "2a970a2b-a7d6-461b-b6e6-e94ed165b2c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_mcmc(z_L, z_S, theta_E, theta_ap, seeing_atm, velDisp, velDispErr, label):\n",
+    "    sampler = rings2cosmo.logprobability_sampling(z_S, z_L, \\\n",
+    "                                              velDisp, velDispErr, \\\n",
+    "                                              theta_E, seeing_atm, theta_ap, \\\n",
+    "                                              seed=42, alpha_ini=alpha_true, beta_ini=beta_true, delta_ini=delta_true, gamma_ini=gamma_true, \\\n",
+    "                                              alpha_0_value=alpha_true, eps_alpha_0_value=0.08, beta_0_value=beta_true, eps_beta_0_value=0.13, delta_0_value=delta_true, eps_delta_0_value=0.11, \\\n",
+    "                                              n_dim=4, n_walkers=64, n_burn=500, n_steps=nsteps, progress=\"notebook\", processes=64)\n",
+    "    samples = MCSamples(samples=sampler.get_chain(discard=500, thin=1, flat=True), names=[\"alpha\", \"beta\", \"delta\", \"gamma\"], labels=labels, \\\n",
+    "                        label=label)\n",
+    "    # Customized triangle plot\n",
+    "    g = plots.get_subplot_plotter(subplot_size=4)\n",
+    "    g.settings.figure_legend_frame = False\n",
+    "    g.settings.alpha_filled_add = 0.5\n",
+    "    g.settings.title_limit_fontsize = 20\n",
+    "    g.settings.axes_fontsize = 20\n",
+    "    g.settings.axes_labelsize = 20\n",
+    "    g.settings.legend_fontsize = 20\n",
+    "    g.triangle_plot(\n",
+    "        [samples],\n",
+    "        filled=True,\n",
+    "        legend_labels=[label],\n",
+    "        legend_loc=\"upper right\",\n",
+    "        line_args=[{\"ls\": \"--\", \"color\": \"black\"}],\n",
+    "        contour_colors=[\"black\"],\n",
+    "        title_limit=1,\n",
+    "        markers={\n",
+    "            \"alpha\": alpha_true, \"beta\": beta_true, \"delta\": delta_true, \"gamma\": gamma_true},\n",
+    "    )\n",
+    "    return samples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "67e43092-44d3-4721-901f-cf17e85e0e23",
+   "metadata": {},
+   "source": [
+    "# 1. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "403f22af-8592-461b-a573-9f1787939185",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/1707233192.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2d521fce6bd748c1b25e83dd4c4aa78e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "603d1b2bc03f40e6b22551c995288795",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_1 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing50_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp\"].values, velDispErr=Data[\"velDispErr\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "849070fa-33e2-43d6-9faf-cb21ff372952",
+   "metadata": {},
+   "source": [
+    "# 2. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV, exp and petro radius), $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79bc2757-52f4-45a4-ab6b-0f61837aa237",
+   "metadata": {},
+   "source": [
+    "## 2.1. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "4eff7730-1e25-498b-8c51-5764439e8a55",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/3079748008.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2cf5d86e76194ac1b4f88f7ed26f76cf",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8140e144195d44d2bc366521d634b095",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_2_1 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing50_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_dev\"].values, velDispErr=Data[\"velDisp0Err_dev\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4234b2b4-6274-4e89-ba46-68a128775541",
+   "metadata": {},
+   "source": [
+    "## 2.2 $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "c557109a-5e45-4ee5-a961-c93ad4060dec",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/2509140058.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8e598da3092843b5bc48cc63428a5dfa",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8fa288e8dc2e483aaa41aed9f1928739",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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3cVeusb72IjkK0rccTEcF+FCuc+1ZsWJFWK/JcI8Lxol/pDnR0qVLJXX8x932ji0qKlJBQUGbP6615PtD6YnvD98fHDpaU9p3WywKwxQ8gW7go48+arXhzzXXXKN7771Xv/3tb3XBBRdo3bp16t+/v8GEwfGNNAEAoDNlZWWtPjD5fqFvbzOHEz8gtlx7LpiRKL417DoTiQJPeyMfWk5tDySckVa+89fRh7GOPpR25UNcdna2v5gSiO8xZWdnd/j4fLe13Kwk0Cie4uLiTvvtqlDzhio/P19Op9O/4VUkplaHmzlar4/2dDbSOhLP6ZIlS7Ry5Ur/dPaW35eOX3fKy8sjVgSLxehO6fhIw0DPlW8DIN+6vi119BwOHjy403Vj2xNoo56Wwr3mFRUV+YuHLdfzDIdvE6toFWXC+ZkVrfdAqO/jrlxja2pqojblu6PRjr7XS2cjQdvjcrnkcDhCHuUd7nHB8v2RJtBzYbfb/df29l43gYqSvhHdHX02971+2zufvoJ3e+v8lpWVye12q7CwMCZT/yl4Aglu27Ztmj17tr761a+qublZkjRnzhzdeOON+sEPfqBVq1Zp9+7dGjlypCTJ6/WqtrbWZOSA5s6dazoCACBBFBUVtfplvKP1OF0uV8APXw6Ho8MPkBUVFe3uitveKKRg1gTtiG+Eit1ub7Um1gMPPCC32x2wIFVWVtZm6qTvA3MwI6lOfPwtP6T42g20gUa4fEWJQCOBSkpK/Pl8O8IGep58u/K2LEx0VOSw2WxR/aAVTt5gRWvzrHAzR+v10R7faybQh/RI9JeXl+df67Lle7DltPZw/0AfjWtGsHy7Vrdn2bJl/o3aQhVOga2jdQV9wrnmFRQUaPny5f5/t1zPs6P+Ar3mfa+3rmx81JFwfmZF6z0Qzvs43Gusy+XqcKp/V/5QUlZW1u7PFLfb7R+9HGiH+2CEW1CO5h828vPzO3wuWi410PK17na7tWzZsnaP8f2Bp6ioqM37w+PxKC8vTxUVFQGn7/vW/HU4HK1ePy13dm/5Xo0mCp5AAnO73Vq4cKEOHDigP/zhD0pKav8t3bdvX///OxwOzZw5U59//nmsYgZt9erVpiMAAAzr7IOB2+1WTk5Om41bfB9qT/zlvKSkxD/dt73pmaWlpXI6nXI4HG36rqio8G9+cSKbzSa73d7qtkBTXYP5AFdSUqKcnBzZ7XatW7eu1W1Wq1Xl5eXKy8tr8/hcLpdqamparb3ldrv9I0XLy8sDTt3Pzs72Ty333e7xeFp9UPUVek5cj6vl+a+srOz08bVn3bp1WrlyZZsP7yduaGCz2VRaWuqfvteSb7RIe89Re6NLSkpK2kzb7ag4HMwH1RPvE27eYNTU1PiL9L4dejt7ffnydVb8DidzuK+PcM65b81Ah8PRJmNFRYV/tGFXisK+EVPtFWtO3LioPZ2d42CuGV19PbanuLi43QKi770Q6D3c0R8Gwp1a7SuGdTayPJRrnu/6f2LewsJC2Ww25eTkBDx3mzdvbpOlpKREK1eubHMtDlYw77lwfmZ15T3QUZZw38fBXmNb6mjUrMPhUGZmZrvtBsNms2nFihWyWCzKyclRXl6ecnJylJmZ6b+GtXyNtBx96XQ6W+1a3vLrxKnd4R4nHT+nLe/jex5bfu/En4kOh8M/itN3HfJZunRphyNqW15zsrKylJOT4z8nHS1XUV5eLo/Ho6ysLKWnp/vPZXp6un99445+jlVWVspqtfr7y8vL848cLS8vj8noTkmyeL1eb0x66uHq6+uVlpamuro6DRo0yHQcdAO1tbWaM2eOPvzwQ1VUVAQ9OvLJJ5/UVVddJbvdrg0bNrQqhpr26KOP6uqrrzYdA0Hiuga0z+VyBTX9OZFVVlZGfF0z34c83y/yVqu1zZpzJxZ3ysvL24zqKy0tld1u9/8yn5ub6/8QVF5erpycHP9Ippa7vFdUVPhHuflGn9hstg7XVvONdLDZbMrMzPQXEEN5TDU1Nf4PHXl5eR2OPvF4PP7RK77dfG02W6tzUFZW5t/wqKUZM2YE3JnW96HLN7rtxJFeHfVrsVj8//btzmuxWAI+Bun4bJNAbfs+fLWX1e12q7i42P+hqbq6WhkZGW3y+kbl2u12/9IHvg+DNpvN37bv+fO9rmw2m7/wZ7Va/cUWXyFl+vTpcjqd/g1RfNMEfbc5HI5Wz0WweSUFfc46ur6cuEOy7/Ft2bLF/xrzZQ9UcAgls08orw/f6zycc35if76+fM+1733o62/dunVhfah2OBzKyclp9xxlZWUFLA7m5OS0elztbXTU0TWjK6/HYHg8Hi1btsw/pbympkZLly7tcMdqj8ej9PR0lZaWtrmfxWJRYWFhWCMgfcWTzkbbdXbNy8rKavUHm6qqqlbno2Xx7cRz5ltDs6qqqlXh0Vc0XL58ecivn1Dfc6H+zDrxvAT7Hgj2tRns+9j3c6uza2x7cnJy2oygbnk+HA5Hp5vxtHec0+lUZWWl/5y2fLy+0b4nXkfGjx8f0h8RSktLlZ2dHdZxvsfrcDg6Lei2LCa2l/PE951vB3rfxlftcblcKioqarVUTHFxsVwulx5//PF2i5e+18SWLVv8xW+73a6CgoKgZij4rjm+n8m+110sRrX7UPCMEQoDiLRDhw7puuuu05IlS/zDzoN1//3364YbbtBXvvIV/e1vf+v0l+xYeffddzVlyhTTMRAkrmtA+3bt2qVJkyapoaHBdJSo6NOnj3bs2KGxY8eajgL0KL71Ix0OR5sP7m63W06n0/9hv6OCAxCK9PR0FRcXtylOWiyWNn90CpavONPRTs7R1rLgGcsCTE+Xnp7e6fJqJSUlXZp6Dvj0Mh0AQHj69eun0tLSsIqV3/72t7V161Y9/PDDev/99zVx4sQoJAxdoCn5AJBIxo4dqx07duiLL74wHSUqhgwZQrETiDHfemvtFQqsVqvsdrucTqdycnLkcDgoeCJilixZoqqqqlbf8420D3dDn+zsbBUUFLRZQgPdW1lZWVADdaK55iV6FgqeQIJ56623ZLPZ1L9//y6NzLz77rt1yy23aPz48RFM1zUul0uTJk0yHQMAumzs2LEUBQFETEVFRZvlENrjW5MViBTfFP+WU2idTmeXd54uKChQSUlJWJslITFF4nUDhILhVEACqa2t1YUXXqhLLrmky23169cvroqdAAAAaF92dra2bNnS6f0621QHCJVvHVGHw6GysjKtWLFCGRkZXZ5yXFhY6N+IBd1fRUWFf03TjrhcLq5hiBhGeAIJ5Oabb9ann36qBx98MGJtHjlyRH/84x+VlZWlc845J2LthuPSSy812j8AAEA88m2glZOTE3DTh7KyMjmdzrB3lgYCsdvtEd+oTjq+e3zLzeNiyTdtmunTsVFcXNzhrt4+jAJFJLFpUYywuQe6au3atbrkkkv0zW9+Uw888EDE2t23b58yMzM1adIkvfbaa0bX0Vy3bp0WLVpkrH+EhusaAACx5ducSJIyMjL836+qqlJOTg5rdyLhrFixQna7PWaj+gLtpG5yA6XuzuFwaOnSpZ0WzV0ulyRFpbiOnomCZ4xQGEBXXXHFFdq0aZN27typtLS0iLZdVFSkH//4x1q1apWuuOKKiLYdikcffVRXX321sf4RGq5rAAAA6KqSkhJlZ2ezW3o3VFZWJpvNRhETRlDwjBEKA+iqY8eOaceOHZo6dWrE2z5w4IDGjx+v0aNHy+VydWkzpK5Yu3atLr74YiN9I3Rc1wAAAAAA8YhNi4AE0atXr6gUOyVpwIAB+uEPf6iamhrt3r07Kn0Eg+nsAAAAAACgqyh4AnFu9erV2rVrV9T7+d73vqedO3dqzJgxUe8rkFWrVhnrGwAAAAAAdA8UPIE4Vl1drWuuuUbf+MY3ot5Xnz591Lt376j3AwAAAAAAEE0UPIE4dvfdd+vAgQP68Y9/HLM+P/nkE61duzZm/bV02mmnGekXAAAAAAB0H71MBwDQvtraWt1zzz2aO3euFixYELN+v/71r+u1117TJ598ogEDBsSsX0nq169fTPsDAAAAAADdDyM8gTi1cuVK7d+/Xz/72c9iumv6t771LdXX1+vhhx+OWZ8+r7/+esz7BAAAAAAA3QsFTyBOFRQU6I033lB2dnZM+/3Sl76kkSNH6n//939j2i8AAAAAAEAkUPAE4ti0adNiOrpTknr16qWvfOUrev3117Vz586Y9n3RRRfFtD8AAAAAAND9UPAE4tD27duN9n/DDTdo48aNmjBhQkz7feONN2LaHwAAAAAA6H4oeAJxZuvWrZoyZYruvfdeYxnGjx+vc845J+ajSz/99NOY9gcAAAAAALofCp5AnHnwwQclSZdeeqnhJMc1NzfHrK9Y7woPAAAAAAC6HwqeQBw5cuSIHn30US1YsEDjx483nmXBggW6+eabY9bnxRdfHLO+AAAAAABA90TBE4gja9euVU1Nja677jrTUdS7d28lJSXpscce05EjR2LS58qVK2PSDwAAAAAA6L4oeAJxZNq0abrlllt01VVXmY4iSbrmmmtUXV2t8vJy01EAAAAAAACCQsETiCM2m01FRUUaNGiQ6SiSpMWLFys5OVmrVq2KSX+TJ0+OST8AAAAAAKD7ouAJIKDBgwdryZIlOumkk2LWHwAAAAAAQFf0Mh0AwHHf+ta3dOaZZ+pb3/qW6SitPPLIIzHr6+WXX9a4ceNi1h8AAAAAAOh+GOEJxIHPPvtMJSUlevPNN01HAQAAAAAASGgUPIE48MQTT8jr9So3N9d0lHbt27dPDz30kJqbm6PaT05OTlTbBwAAAAAA3R8FTyAO/P3vf1dGRobmz59vOkq7HnroIX3ta1/T5s2bo9rP9u3bo9o+AAAAAADo/ih4AoY1NjaqqqpKixcvVq9e8bms7hVXXCFJUd+t/eOPP45q+wAAAAAAoPuj4AkYlpqaKrfbrbvvvtt0lIBsNpvOOOMMPfHEE1Htp2/fvlFtHwAAAAAAdH8UPIE4kJSUpIEDB5qO0aFLL71UO3fu1Pvvvx+1PhYvXhy1tgEAAAAAQM9AwRMw6MiRI/rss89MxwjK1772Na1Zs0ajRo2KWh+PPfZY1NoGAAAAAAA9AwVPwKANGzZo5MiRKisrMx2lUxMnTtTFF18c1WnnXq83am0DAAAAAICegYInYNCaNWskSWeffbbhJPFh4sSJpiMAAAAAAIAER8ETMOjpp5/WWWedpZEjR5qOEpTt27frS1/6kl588cWotD98+PCotAsAAAAAAHoOCp6AIe+9957ef/99XXLJJaajBG3QoEF66qmn9NRTT0Wl/Zdeeikq7QIAAAAAgJ6DgidgSEpKim688UZdeeWVpqMEbeTIkZo2bZr++c9/mo4CAAAAAADQLgqegCHjx4/Xvffeq7POOst0lJBceOGF2rZtm3bt2hXxthcuXBjxNgEAAAAAQM9CwRNASC666CINGDBA27Zti3jbH374YcTbBAAAAAAAPQsFT8CArVu36v7771dtba3pKCGbN2+eqqurdeGFF0a87Q8++CDibQIAAAAAgJ6FgidgwKOPPqobbrhBBw4cMB0lZMnJyerdu3dU2k5JSYlKuwAAAAAAoOeg4AkYUF5ersmTJ2vMmDGmo4Tt4MGDqq6ujmibubm5EW0PAAAAAAD0PBQ8gRjbu3ev/vWvf+n88883HSVse/fu1eDBg3X33XdHtN2ysrKItgcAAAAAAHoeCp5AjFVUVEiScnJyDCcJ39ChQzVy5Ei98MILEW336NGjEW0PAAAAAAD0PL1MBwB6mquuukojRozQzJkzTUfpkoULF+r//u//dODAAQ0YMCAibY4fPz4i7QAAAAAAgJ6LEZ5AjKWmpmrhwoXq37+/6ShdsnDhQh07dkybNm2KWJsnn3xyxNoCAAAAAAA9EwVPAGE577zz9JWvfEXp6ekRazPSU+QBAAAAAEDPQ8ETiKH7779fOTk52rt3r+koXTZq1Cg9/PDDCT81HwAAAAAAdC8UPIEYeuqpp+RyuZSRkWE6SlyaN2+e6QgAAAAAACDBUfAEYqSxsVEvvviisrOzlZycbDpORBw8eFArV67UW2+9FZH29uzZE5F2AAAAAABAz0XBE4iR1157TYcPH9aiRYtMR4mY+vp6LV26VA899FBE2tu5c2dE2gEAAAAAAD0XBU8gRj777DMNHjxYCxcuNB0lYkaMGKFJkyZFbLMhi8USkXYAAAAAAEDPZfF6vV7TIXqC+vp6paWlqa6uToMGDTIdB4Y0NzfLYrF0q8Let7/9bTmdTtXW1iotLc10HMQQ1zUAAAAAQDxihCcQQ0lJSd2q2Ckd32jI6/Xq1Vdf7XJbTz75ZNcDAQAAAACAHo2CJxAD1dXV8ng8pmNERXZ2tsrKyjRz5swut3X48OEIJAIAAAAAAD0ZBU8gBu69915lZGTo448/Nh0l4oYOHaqrrrpK6enpXW5rzJgxEUgEAAAAAAB6MgqeQAy88MILGjlypEaPHm06SlybPHmy6QgAAAAAACDBUfAEouzw4cN69dVXtXDhwm63fqfPW2+9pauvvlpbt27tUjvl5eWRCQQAAAAAAHosCp5AlL3yyis6cuSIFixYYDpK1DQ1Nemxxx7TCy+8YDoKAAAAAADo4Sh4AlE2ePBgfeMb39CiRYtMR4ma008/XQMHDtTGjRu71M7ZZ58doUQAAAAAAKCnouAJRNmZZ56pBx98UOPGjTMdJWqSk5M1Z84cbdq0SV6vN+x2ampqIpgKAAAAAAD0RBQ8AUTE3LlzVVNTo927d4fdxvbt2yOYCAAAAAAA9EQUPIEoevvtt/XQQw+prq7OdJSo++53v6v6+nqNGTPGdBQAAAAAANCDUfAEoujRRx/V1772NXk8HtNRom7QoEHq06dPl9pYsmRJhNIAAAAAAICeioInEEUvvviixo8f363X7zxRc3Nz2MeuXbs2gkkAAAAAAEBPRMETiJIDBw7o9ddf14IFC0xHiZkVK1ZoyJAhOnz4cFjHHzhwIMKJAAAAAABAT0PBE4iSl19+WceOHdPChQtNR4mZ9PR01dbWyuVyhXX8yJEjI5wIAAAAAAD0NBQ8gSg5++yztWbNGl144YWmo8TMrFmzJEmvvfZaWMefccYZkYwDAAAAAAB6IAqeQJQMGDBAF198sU466STTUWJm6tSp6t+/v1599dWwjn/mmWcinAgAAAAAAPQ0vUwHANB9JCcn65JLLpHVajUdBQAAAAAA9FCM8ASi4Pnnn9fixYu1Y8cO01Fi7vHHH5fT6Qzr2JkzZ0Y4DQAAAAAA6GkoeAJR8M9//lOrV6/WgAEDTEdJKIcOHTIdAQAAAAAAJDgKnkAUvPjii5o4caJGjRplOooRtbW12rlzZ8jHvf3221FIAwAAAAAAehIKnkCE1dXVqbKyUgsXLjQdxRi73a5ly5aZjgEAAAAAAHogCp5AhG3fvl19+vTRggULTEcxZubMmdqyZYuOHTsW0nFXXnlllBIBAAAAAICegoInEGGzZs2Sx+Pp0cW72bNn6+DBg3rnnXdCOm7dunVRSgQAAAAAAHoKCp5AFKSkpCg1NdV0DGNmz54tSXr11VdDOq6uri4acQAAAAAAQA9CwROIoKNHj+rw4cOmYxh31llnKT8/X6eeempIxw0dOjRKiQAAAAAAQE9BwROIoI0bN8pqteqpp54yHcWoPn36yOl0at68eSEdN3PmzCglAgAAAAAAPQUFTyCCXnrpJR05ckRTpkwxHSUhPf3006YjAAAAAACABEfBE4igDRs2aMSIEcrMzDQdxbja2lr95S9/0bZt20xHAQAAAAAAPQgFTyBCjhw5opdfflnz58+XxWIxHce46upqff3rX9eqVauCPsZut0cxEQAAAAAA6Al6mQ4AdBd1dXW6/PLLdckll5iOEhcyMzOVkZER0k7tzc3NUUwEAAAAAAB6AgqeQIScdNJJevTRR03HiBsWi0WzZs3Sq6++Kq/XG9So161bt7L+KQAAAAAA6BKmtAOImlmzZqm6ulput9t0FAAAAAAA0ENQ8AQioKmpSatWrdIXX3xhOkpcufrqq7V27VqNGDEiqPtffvnlUU4EAAAAAAC6OwqeQAS8/fbbuuqqq/TXv/7VdJS4MnHiRF100UXq169fUPffuHFjlBMBAAAAAIDujoInEAEbNmyQJM2bN89wksRWXV1tOgIAAAAAAEhwFDyBCHjppZfUv39/nXXWWaajxJ1nnnlGV155pQ4fPtzpfQcPHhyDRAAAAAAAoDuj4Al0kdfr1YYNGzRnzhylpKSYjhN3Pv74Yz3xxBNyuVyd3nf+/PkxSAQAAAAAALozCp5AFzU3N+vee+/VD3/4Q9NR4tKcOXMkSa+++mqn933yySejnAYAAAAAAHR3vUwHABJdcnKy8vLyTMeIW6eeeqoGDBigV155xXQUAAAAAADQAzDCE0BUJScna+bMmXrzzTc7ve+0adNikAgAAAAAAHRnFDyBLrrpppv01FNPmY4R1x555BFt27at0/uxBioAAAAAAOgqCp5AF3z00Uf6wx/+oNdee810lLg2bNgw9erV+QoalZWVMUgDAAAAAAC6MwqeQBe89NJLkqR58+YZTpIYvF6v6QgAAAAAAKCbo+AJdMFLL72kpKQknX322aajxL2lS5cqOzu7w/tccsklMUoDAAAAAAC6KwqeQBe8/PLLstvtGjhwoOkocS8lJUUvv/yyjhw5EvA+W7ZsiWEiAAAAAADQHVHwBLrgtdde06OPPmo6RkKYPXu2Ghoa9MYbbwS8z+effx7DRAAAAAAAoDui4Al0Qb9+/TRhwgTTMRLC7NmzJUmvvvpqwPsMGjQoVnEAAAAAAEA3RcETCBMb8ITmjDPO0KRJkzq8z/nnnx+jNAAAAAAAoLui4AmE6dxzz9V3vvMd0zESRkpKirZv366bbrop4H3KyspimAgAAAAAAHRHFDyBMHg8Hm3cuNF0DAAAAAAAAJyAgicQhk2bNsnr9Wr+/PmmoyScPXv2aM+ePe3eNnXq1BinAQAAAAAA3Q0FTyAMGzZskCTNmzfPcJLEsmfPHo0YMUL33HNPu7cPGDAgxokAAAAAAEB3Q8ETCNOMGTM0cuRI0zESyvDhwzVmzJiAO7W/9tprMU4EAAAAAAC6m16mAwCJqLi42HSEhDV79mytXbtWx44dU69eXIIAAAAAAEBkMcITQEzNnj1bBw8e1DvvvNPmtgsuuMBAIgAAAAAA0J1Q8ARCVFVVpfr6etMxElZ2drZuvvlm9e/fv81tb7/9toFEAAAAAACgO2E+KRCiZcuWqaqqSh999JHpKAlp2rRp+v3vf9/ubZ988kmM0wAAAAAAgO6GEZ5ACI4cOaJXXnlF55xzjuko3VJ7oz4BAAAAAABCQcETCMGWLVvU0NCg+fPnm46S0Hbv3q37779f1dXVrb5/6aWXGkoEAAAAAAC6CwqeQAg2bNggSRQ8u2jz5s264YYb/OfT5/HHHzeUCAAAAAAAdBcUPIEQZGVl6dvf/ramTJliOkpC8y0JsGnTJsNJAAAAAABAd8OmRUAIcnJylJOTYzpGwhs6dKgmTpyojRs3tvr+pEmTDCUCAAAAAADdBSM8ARgxd+5cuVwuHTp0yP+9IUOGGEwEAAAAAAC6AwqeQJDWrVunhx9+WEeOHDEdpVu4+eab9dxzzyklJcX/Paa4AwAAAACArmJKOxCk++67TxUVFfryl79sOkq3cOaZZ5qOAAAAAAAAuiFGeAJB8Hq92rBhg+bOnavk5GTTcbqt7Oxs0xEAAAAAAECCo+AJBOHdd99VdXW15s2bZzpKt7Jy5UpdfvnlampqkiS99957hhMBAAAAAIBER8ETCMJLL70kSZo/f77hJN3Lrl279I9//EPvvPOO/98AAAAAAABdwRqeQBCWLl2qkSNHavr06aajdCtz586VJG3cuFHTpk1Tamqq4UQAAAAAACDRMcITCILVatVll11GQS7C7Ha7+vTpo40bN0qSrrzySsOJAAAAAABAoqPgCcCY3r17a+bMmdq2bZsk6fHHHzecCAAAAAAAJDoKnkAn/v73v+uqq67S7t27TUfpllatWiWXyyVJam5uNpwGAAAAAAAkOgqeQCfWrl2rf/zjH0pPTzcdpVvKyMhQUtLxS1FmZqbhNAAAAAAAINFR8AQ6sWHDBk2fPl39+/c3HaVbO3bsmEaNGmU6BgAAAAAASHAUPIEOfPrpp3r//fc1b94801G6tS9/+cuaPXu2NmzYYDoKAAAAAABIcBQ8gQ68++676tu3rxYsWGA6Src2ePBguVwuHTt2zHQUAAAAAACQ4Ch4Ah1YtGiRPB6PcnJyTEfp1ubNmyev16s+ffqYjgIAAAAAABIcBU+gE71791ZKSorpGN3aueeeK0naunWr2SAAAAAAACDhUfAEAmhsbFRjY6PpGD3CyJEjdf755zPCEwAAAAAAdBkFTyCA1atXKy0tTZs2bTIdpUd49tlnNXnyZNMxAAAAAABAgqPgCQTw4osv6siRI5o6darpKD1GXl6e6QgAAAAAACDBUfAEAli/fr3OOOMMWa1W01F6jIceekgul8t0DAAAAAAAkMAoeALt2Ldvn7Zt2+bfTAexsWHDBn3nO98xHQMAAAAAACQwCp5AO/bv36+8vDxddNFFpqP0KP3799eWLVt04MAB01EAAAAAAECC6mU6ABCPbDabVq5caTpGj3P66afr2LFjevnll3X++eebjgMAAAAAABIQIzwBxI2kpOOXpPXr1xtOAgAAAAAAEhUFT+AEHo9HTz75pDwej+koPU7fvn3185//XJdeeqnpKAAAAAAAIEFR8ARO8OKLL+qKK65QRUWF6Sg9zty5c3Xrrbdqzpw5pqMAAAAAAIAERcETOIFvOvX8+fMNJ+l59u7dazoCAAAAAABIcBQ8gROsX79ep556qoYOHWo6So/z3nvv6dixY7r77rv16KOPmo4DAAAAAAASEAVPoIXa2lpt3bpV5557rukoPVZycrJ+97vf6f777zcdBQAAAAAAJKBepgMA8SQ1NVUPP/ywJkyYYDpKj3T11VdLks4991w9/vjjOnz4sPr27Ws4FQAAAAAASCSM8ARa6Nevn66++mrNmDHDdJQeafXq1ZKkBQsW6MiRI3rttdcMJwIAAAAAAImGgieAuHHo0CFJ8i8psGHDBpNxAAAAAABAAqLgCfxbfX29vva1r2njxo2mo/RYo0ePliTZbDa9/vrrWr58ueFEAAAAAAAg0VDwBP5t48aNeuihh7Rr1y7TUXqsU089VZJksVg0Y8YMpaSkGE4EAAAAAAASDQVP4N/Wr18vSezQbtBzzz1nOgIAAAAAAEhwFDyBf1u/fr0yMzM1atQo01Eg6eDBg5o3b55uv/1201EAAAAAAEACoeAJSGpoaNAbb7zB6E7D5syZ4////v37a8+ePXrmmWcMJgIAAAAAAImml+kAQDzo06eP9u7dqwMHDpiO0qPV1dW1+veiRYv0wAMPyOPxyGq1mgkFAAAAAAASCiM8gX8bOHCgRowYYTpGj7Zt27ZW/160aJGam5v14osvmgkEAAAAAAASDgVPQFJzc7PpCGjHwoULNXLkyDYjPwEAAAAAAAKh4Ike79ChQxo2bJjuvvtu01F6vLy8vFb/HjJkiHbv3q2vfe1rhhIBAAAAAIBEQ8ETPd4rr7yiL774gjUi48A///nPNt+zWCwGkgAAAAAAgERFwRM93vr16yVJCxYsMBsE2r9/f7vf37t3rz788MPYhgEAAAAAAAmJgid6vBdffFFjxozRySefbDpKjzd8+PA23zt8+LDGjBmj22+/PfaBAAAAAABAwullOgBgktfr1ZAhQ3T66aczdToO2O32Nt/r27evZs2apXXr1snr9fI8AQAAAACADjHCEz2axWLRqlWrdN9995mOAklr165t9/uLFi3S7t27tXPnzhgnAgAAAAAAiYaCJ4C4t2jRIklSRUWF4SQAAAAAACDeUfBEj7ZlyxYdPHjQdAz824wZM9r9/qxZs3TTTTe1O+UdAAAAAACgJQqe6LEaGxs1b9485efnm46Cf2toaGj3+ykpKbrnnns0e/bsGCcCAAAAAACJhoIneqzXX39dDQ0Nmj9/vuko+Le33nrLdAQAAAAAAJDgKHiix1q/fr0k6dxzzzWcBME4duyYSkpKVFZWZjoKAAAAAACIYxav1+s1HaInqK+vV1pamurq6jRo0CDTcaDjG+G88847+uyzz2SxWEzHgY5Pae/Tp0+7t3m9Xp188skaPXq0Nm3aFONkaA/XNQAAAABAPGKEJ3qs//qv/9JPf/pTip1x5MUXXwx4m8Vi0QUXXKDXXntNHo8nZpkAAAAAAEBioeCJHuvaa6/Vd77zHdMx0EJtbW2Ht19wwQVqamrSunXrYpQIAAAAAAAkGgqeAOLGkCFDOrx90aJFSkpKUnl5eYwSAQAAAACARNPLdADAhF//+tc67bTTdNFFF5mOghbmzJnT4e1Wq1Uvv/yyzjjjjBglAgAAAAAAiYYRnuhxDh48qB//+McqLS01HQUneOqppzq9z6xZswJubAQAAAAAAEDBEz3Oxo0bdezYMZ133nmmo6ALvF6v6QgAAAAAACAOUfBEj/PCCy9IkhYuXGg4CU501llnBXW/r371q8rLy4tyGgAAAAAAkIgoeKLHeeGFF3TKKado1KhRpqMgTEePHtXatWvV0NBgOgoAAAAAAIgzFDzR46xZs0aPPfaY6Rhox7/+9a+g7nfBBRfo8OHD2rRpU5QTAQAAAACAREPBEz3OkCFDgp46jfh0wQUXSJKeffZZw0kAAAAAAEC8oeAJIG5cdtllQd1v9OjRmjNnjiwWS5QTAQAAAACAREPBEz3KggULdOutt5qOgQBeeeWVoO+7adMmFRcXRzENAAAAAABIRBQ80WN8/PHHWr9+vY4cOWI6CgL44osvgr4vozsBAAAAAEB7KHiix3juueck/Wf9R8Sf9PT0kO5fX1+vjRs3RikNAAAAAABIRBQ80WM899xz6tu3r8455xzTURDAggULQrp/QUGBcnJydOjQoegEAgAAAAAACYeCJ3qMpqYmXXDBBerTp4/pKAjgiSeeCOn+F198sRoaGvT8889HKREAAAAAAEg0vUwHAGKlrKxMXq/XdAxE0EUXXSSLxaI1a9bo0ksvNR0HAAAAAADEAUZ4okdho5v4dvrpp4d0/yFDhmjOnDl6+umnKWYDAAAAAABJjPBED+FyuXTaaaepd+/epqOgA+EsN+BwOHTw4EE1NzcrOTk5CqkAAAAAAEAiYYQnuj2Px6OZM2fqu9/9ruko6MTmzZtDPuZLX/qSrr76aoqdAAAAAABAEgVP9ADPP/+8mpqatGjRItNRAAAAAAAAEGUUPNHtPffcc0pKSqLgmQAuvvjisI7bsmWLrr32Wn3xxRcRTgQAAAAAABINBU90a16vV2vXrtWsWbOUnp5uOg464XK5wjru888/19/+9jetXbs2wokAAAAAAECioeCJbu3YsWMqLCzU9773PdNREIQ9e/aEddx5552nfv36afXq1RFOBAAAAAAAEg27tKNbS0lJ0Y033mg6BoI0cODAsI7r27evLrjgAj377LM6fPiw+vbtG+FkAAAAAAAgUTDCE0DcuPDCC8M+dvHixWpsbNTWrVsjFwgAAAAAACQcCp7otvbs2aObb75Z27ZtMx0FQSotLQ372NzcXO3bt09z5syJYCIAAAAAAJBoKHii21qzZo3uvfde7d6923QUxEC/fv1ktVpNxwAAAAAAAIZR8ES39dRTT2nAgAE699xzTUdBkE499dQut3H06FHV1dVFIA0AAAAAAEhEFDzRLR06dEjl5eU6//zzlZqaajoOgpSWltal46urqzV06FD98pe/jFAiAAAAAACQaCh4olt65ZVXdOjQIV111VWmoyAEr7zySpeOz8jI0JgxY7R69eoIJQIAAAAAAImGgie6pUWLFmnXrl26/PLLTUdBjF1++eXasWOHtm/fbjoKAAAAAAAwgIInuq0xY8aof//+pmMgBOeff36X21i8eLEkMcoTAAAAAIAeioInup39+/fL6/WajoEwbNu2rctt2O12XX311TrllFMikAgAAAAAACSaXqYDAJF20003aePGjdq2bZt69+5tOg5CsHv37i63YbFY9Mgjj0QgDQAAAAAASESM8ES3cvToUf3jH/9QZmYmxc4E1K9fP9MRAAAAAABAgqPgiW7lueeeU21trfLy8kxHQRgiucnUyy+/rN/85jcRaw8AAAAAACQGCp7oVv72t7+pd+/eys3NNR0FYXj00Ucj1tYjjzyi//7v/9Ynn3wSsTYBAAAAAED8o+CJbmX27Nm6+eabZbVaTUeBYb6i96pVqwwnAQAAAAAAsWTxsp11TNTX1ystLU11dXUaNGiQ6ThAXKqsrFRWVlZE2mpqatKoUaN0yimnaMOGDRFpE61xXQMAAAAAxCNGeAKIG0OHDo1YW8nJybryyiu1adMmVVdXR6xdAAAAAAAQ3yh4olv47LPP9OMf/1gfffSR6Sjogo0bN0a0vVtuuUUfffSRMjIyItouAAAAAACIXxQ80S088sgjKioqouCJVsaOHavRo0ebjgEAAAAAAGKIgicSntfr1V//+leNHTtWc+fONR0HXXDeeedFpV2v16ujR49GpW0AAAAAABBfKHgi4b3++ut66623dP311yspiZd0IquqqopKm+PGjdODDz4Y8bYBAAAAAED8oTqEhPfMM88oKSlJ119/veko6KJoLEkwbtw4HT58WKWlpRFvGwAAAAAAxB8Knkh4t99+u3bs2KExY8aYjoIu6t27d8Tb7NWrl6644gqtX79en3/+ecTbBwAAAAAA8YWCJ7qFCRMmmI6ACLjqqqui0u6SJUvU3NzMKE8AAAAAAHoACp5IaNu3bzcdAREUrYLkwoULdf755ysjIyMq7QMAAAAAgPhBwRMJa+vWrZoyZYr+8Ic/mI6CCDl27FhU2k1OTtazzz6rq6++OirtAwAAAACA+EHBEwnrvvvuk8Vi0cUXX2w6CiLEZrOZjgAAAAAAABIcBU8kpOrqav3tb3/TZZddRpGsGxk7dmxU23/33Xf1q1/9Sl6vN6r9AAAAAAAAcyh4IiE9+OCDamho0M0332w6CiLoxRdfjGr7q1at0vLly7Vly5ao9gMAAAAAAMyh4ImElJubq7vuukvnnXee6ShIIF/5ylckSQ8//LDhJAAAAAAAIFosXuZ2xkR9fb3S0tJUV1enQYMGmY4DxKVPPvlEo0aNimofc+fO1Xvvvafdu3erd+/eUe2ru+O6BgAAAACIR4zwRMKhRt99ffLJJ1Hv4/rrr9e+ffuiPn0eAAAAAACYQcETCWXr1q2aMmWKNm3aZDoKoqCqqirqfSxdulRvvPGGzj///Kj3BQAAAAAAYo+CJxLKvffeq507d0Z92jPMSEqK/iWpf//+mjZtWtT7AQAAAAAAZlDwRML44osv9PDDD+uyyy7TySefbDoOomDp0qUx68vr9WrPnj0x6w8AAAAAAMQGBU8kjAceeECNjY26+eabTUdBlKxatSpmfV133XWy2+06duxYzPoEAAAAAADRR8ETCWPw4MG64IILtHDhQtNRECWNjY0x62vevHn67LPP9MQTT8SsTwAAAAAAEH0WL1tex0R9fb3S0tJUV1enQYMGmY4DxKVNmzbpnHPOiUlfhw4d0ujRozV16lS99NJLMemzu+G6BgAAAACIR4zwBBA3TjnllJj11a9fPy1btkwbN26Uy+WKWb8AAAAAACC6KHgi7r3wwgu6/fbbVVdXZzoKoqyioiKm/d1www1yOBwaMWJETPsFAAAAAADRQ8ETce/nP/+5fvvb36q5udl0FHQz48aN069+9SsKngAAAAAAdCMUPBHXNm/erBdeeEH5+flKT083HQdRFqv1O9vDcsYAAAAAAHQPFDwR11asWKGUlBR9//vfNx0FMfDFF18Y6Xft2rWaPHmyPvvsMyP9AwAAAACAyKHgibjV2Nio999/X1/96lc1evRo03EQAzt27DDSb3p6ut577z39z//8j5H+AQAAAABA5FDwRNxKTU2Vy+XSvffeazoKurk5c+bovPPO0/3336+9e/eajgMAAAAAALqAgifimsVi0YABA0zHQIwsXbrUWN933HGHDh48qLvuustYBgAAAAAA0HUUPBGX/vjHP2rnzp2mYyDGnn76aWN9z507V9/85jc1bdo0YxkAAAAAAEDX9TIdADjRtm3bdMMNN+i6667TX/7yF9NxEEMHDx402v8DDzxgtH8AAAAAANB1jPBE3LnzzjuVlJSkW2+91XQUxNioUaNMR/Brbm42HQEAAAAAAISBgifiyltvvaWVK1fquuuu04QJE0zHQYyddtpppiNIkn7xi18oJydHXq/XdBQAAAAAABAiCp6IK2vXrlXv3r3105/+1HQUGPDss8+ajiBJ8nq9ev755/Xwww+bjgIAAAAAAEJk8TKEKSbq6+uVlpamuro6DRo0yHScuPbxxx9rzJgxpmPAgEcffVRXX3216RhqaGjQ1KlTdejQIe3YsYP3bABc1wAAAAAA8YgRnog7FDt7rlmzZpmOIEnq06ePfve732nPnj268847TccBAAAAAAAhoOCJuFBaWqp169aZjgHDDhw4YDqC36WXXqqbbrpJixcvNh0FAAAAAACEoJfpAMCnn36qb37zmxo7dqy2bt2q5ORk05FgyDvvvKNp06aZjiFJslgsuueee0zHAAAAAAAAIWKEJ4y7+eabtX//fpWUlFDsRNz64IMPTEcAAAAAAABBoOAJo/7xj3/o73//u2644QbNmTPHdBwYlpubazpCu371q19pypQpevfdd01HAQAAAAAAnaDgCaM+++wzjR8/Xr/85S9NR0EceO6550xHaNcVV1whi8Wia6+9VkeOHDEdBwAAAAAAdICCJ4wqKCjQtm3bNGjQINNREAfq6+tNR2jXpEmT9Otf/1qVlZX62c9+ZjoO4kBJSYkcDof/q6CgQB6Px3QsdEFZWRnPIQAAANBNsGkRjDhy5Ih69+4tSerTp4/hNIgXw4YNMx0hoO985zv65z//qf/3//6ffvjDH+qkk04yHQmGFBQUqKCgQPn5+f7vVVRUaPz48frggw9ktVrNheuEx+NRUVGRJCkjI0NVVVXKycmJ2HISBQUFysvLU3Z2dqc5HA6HJKmmpkaSNGPGDBUWFhrJLUlFRUWyWq2dZg9FNHJ3tc1gn6OuHgMAAACYRMETMffee+8pOztb99xzjxYvXmw6DuLI9OnTTUcIyGKx6H//939VV1dHsbMHKygoUHFxcZuipq8QVFJSErBoZ5rH41FWVpZKS0tlt9v93y8oKNDmzZtVXFwcVrtut1sVFRVyOp1yuVzKy8vr8P4ul0tOp7PNeSwrK1NWVpYqKytjkjvaopE73DZDfY7CPQYAAACIF0xpR0wdOHBAV1xxhb744guNHz/edBzEmTVr1piO0KGhQ4dq4sSJpmPAkJKSEuXl5XU4grO6ujp2gUKUl5en3NzcVoUySXI6nSopKVFFRUXIbfqm9ksKuoDncDjkdDrbnMfc3Fz/6Nlo546FaOQOp81wnqNwjgEAAADiCQVPxIzX69U3vvENbdu2TSUlJTrjjDNMRwLC4vV69fvf/1533nmn6SiIocrKyoBTet1utzwej2bMmBHjVMHxjdY7sZjos2TJkrAKW/n5+SotLVV+fr4GDx7c6f1dLpdsNlvA25csWdKqaBet3NEWjdzhthnqcxTuMQAAAEA8oeCJmNmwYYNWrlyp73znO7rmmmtMx0EcysrKMh0hKF6vV88884xuu+02Pfnkk6bjIAZ8ozsDKS4uls1mi+iakpHkdDolKWCxMTMzUxUVFVHftMdXtAukpqam1cjPeMkdqmjkTtRzAQAAAJhAwRMxc+6556q0tFT/8z//YzoK4tTRo0dNRwhKUlKSHnnkEdlsNl133XV68803TUdClJWXlwcc3VlWVqaVK1eqvLw8xqmC53K5OpyK7yuibdmyJao57Ha73G53wOKx0+nU0qVL/f+Ol9yhikbuRD0XAAAAgAkUPBF1x44d8/9/bm6uf3d24ESJVDgcPHiwVq9eLYvFossuu0wNDQ2mIyGKfMUkl8ulrKws5eXlKSsrSzk5OSoqKtIHH3zQ4VRt09xud4dTk32FNLfbHdUcNptN+fn5Kisr849I9PGNTmy56VO85A5VNHIn6rkAAAAATKDgiah66aWXNHXqVL311lumowARd9ppp2n16tW6//771adPH9NxECUVFRX+tTltNpuWLl0qm83m32DH7XarpqbGcMqOnThV/ES+QlospkP7dmh3u93KyclRQUGBVqxY4b+tpXjKHYpo5E7UcwEAAACY0Mt0AHRfFRUVuvzyyzVo0CClpKSYjoMEsHjxYtMRQrZgwYJW/25ublZSEn9L6k7Ky8u1fPlyScdH0bUcgShJmzdvVl5eniorK4Nu0+Fw+It84bBarSotLQ04zf5EwRbBYrXLfGFhoaxWqwoKClRSUuJ/PCeKVO6ysrIO12D1ycnJ6fB2u90e1PMcjfMdb88hAAAAEM/4VI6oWLNmjS699FINHjxYGzZs0OTJk01HQgLYsGGD6Qhd8txzz2n69On67LPPTEdBBHk8ng5H1uXk5MjlcoU0lbi4uFherzfsr9ra2qCLnfHI4XBIOr4BWGFhoTwej3+0ZzTk5uaqtra2wy+bzabS0tIO7xNKURsAAACAORQ8ERWlpaUaOXKkNmzYoIkTJ5qOgwQR79OCO+PxePTmm29q/vz52rlzp+k4iJCOip3Sf6YSu1yuGKQJj9VqDWqEYEZGRtSz5OTkKCcnR/n5+ZKOF38rKytls9lUUlLSaiRmJHNbrdYufwUrGuc7np5DAAAAIN5R8ERUOJ1OvfLKKxo/frzpKEggif5BfcmSJSorK9Mnn3yiWbNm6cUXXzQdCV3Ucv3OQBJhk5iONruR/vPHhlCKeuFYsWKF7HZ7m9GpdrtdVVVV/g2NfJsZxUvuUEUjd6KeCwAAAMAECp6IiNraWn33u9/1jz5JTU3VsGHDzIZCwpk7d67pCF22ePFirV+/Xqmpqdq8ebPpOOgil8vV6dRx3/Nst9tjESksNputwxHUvmt3tHeadzqd/vVQA91ut9tVXl7uzxMPuUMVjdyJei4AAAAAEyh4ostef/112e123XPPPVq1apXpOEhgq1evNh0hImbMmKG3335bP/rRj/zfa2pqMpgI4dq8eXOnI+ZKSkpks9lCKjQ5HA5ZLJYufflGQQbDbrd3OB3aN0o12uuCut3uTs9nQUGBP2u85A5VNHIn6rkAAAAATKDgibA1NTWpqKhIc+fOlcfj0ZNPPqnrr7/edCwgLmRkZMhisUiSdu7cqUmTJunhhx+W1+s1nAyh6GxdzpKSEnk8nnZ3GO9IVzct8nq9IRW2li5d2uHj2bx5c0wKZTabrdMlAKqqqpSVlSUpfnKHKhq5E/VcAAAAACZQ8ETYLBaL/vnPf2rmzJnaunWrLr/8ctORkODOPPNM0xGiorq6WpJ0zTXX6Pzzz9f7779vOBGC4SssBRpV53a75XA4/NOw45lv3czHH3+83dvLysr8O6e35PF45HA4QhpN2pHc3Nx2+2nZn8vl0pIlS7qU27RonO9EPRcAAACACRQ8EZLPP//cPzonKSlJq1at0vr16zVu3DjDydAdJCV1z0vS7Nmz9dZbb+knP/mJ1q9fr9NPP10fffSR6VjoREVFhUpLS7Vs2bI2t5WVlSknJ0cPPPCAf7fxeFdaWqqysrI2IwQLCgpUWFjY7ujAkpISrVixotXO6YH4fjZ0NO26uLjY3+eJ93O5XMrLy1NxcXGrae/h5G6Px+Pp8lcoonG+u3ougnmOInEMAAAAYJrFy/zKmKivr1daWprq6uo0aNAg03FCVl9fr3vuuUfFxcWaNWtWxEb7AC09+uijuvrqq03HiKp33nlHq1ev1o9//GP/9xoaGtSnTx+DqcKT6Ne1zjgcDhUXF8vtdvsLddLx3bBnzJihwsJCg+nC4xtBaLValZGRoaqqKuXk5Cg3N7fd+7tcLi1atEhLliyR0+lsc3tZWZn/+1u2bJHH45HVatX06dMlSXl5ee0WhCsqKtq0Z7PZWp3nruRuL2cwRdvO2O12VVZWBn3/SJ/vcNoM5zkK93kFAAAA4gUFzxhJ5MLAbbfdpt/97neqr6/XrFmz9Nvf/lbnnHOO6VjohnpCwfNEzz//vL7yla/oxhtvVH5+voYOHWo6UtAS+boWDF/BEwAAAACQWLrn/FF0ydGjR3XkyBH/vz/99FOdccYZ+sc//qFXXnmFYiei5tJLLzUdIeYsFouGDx+un/70pxozZoyuu+46ffzxx6Zj9Xhut1szZswwHQMAAAAAEAYKnpAkNTY2as2aNfrmN7+pUaNG6ZFHHvHfdt9992nDhg267LLL/LtOA9Hw+uuvm44QcwsXLtS//vUvrV+/XpdddplWrlyp1NRU/+0ffPCBjh07ZjBhz1RRURH3GxEBAAAAANpHwbOHarmSgcvl0uDBg3XppZfqL3/5i04//XQNGTLEf3vv3r1NROxUY2Ojbr/9djU2NpqOgghobGzUSy+91COfT4vFovnz56usrEx79uzxT2s/duyYZs+erYyMDC1evFj33nuvtm/fbjhtz1BZWSmbzWY6BgAAAAAgDL1MB0D0NTc366WXXtIbb7zh/xozZoyeeOIJSdLkyZP1pS99SRdccIEuu+wyZWRkGE4cnMbGRt1xxx36wQ9+0GpEHBJTY2OjXn/9dTU2Nvbo57Pl7tRHjx7VrbfeqoqKCj3//PNavXq1Fi5cqOeff16SdOjQIZWXl8tut2v06NGMwAYAAAAAQBQ8u42NGzfqgw8+0J49e/TRRx9p//79+utf/yrp+OixK6+8UjU1NerVq5emTJmikSNH+o/t16+fHn30UVPRAb9169aZjhBX+vbtq5tuukk33XSTjh07pi1btrSa3u5yubR48WJJx9/HEyZM0I033qhly5ZJkvbs2aPt27drxIgRGjZsmNLS0iiKBsHj8SgzM9N0DAAAAABAmCh4xti7776rlJQUHTlyRKeddpoGDBgg6fjahVVVVTpy5IgaGhq0f/9+5efn+3c+vvPOO7Vx40bt379f9fX1qq2t1QcffOAfCfeDH/xAmzdv9vczevRoNTU1KTk5WRaLRQ8//LCGDx+uKVOm9OjRc4hvV111lekIcatXr16aPXt2q++ddtppeuKJJ7R161bt3LlTO3fubLVcxbp163TNNdf4/52UlCSn06lvfvObkqQ1a9booYceUnp6uqxWq9LT03XllVdq4sSJkqTt27frgw8+UJ8+fdSnTx/17dtXEydOVP/+/SUdLwx2R1arVYWFhaZjAAAAAADCRMEzRpqamiSpVcHihRde8G+K8bvf/a7NKMtFixb5Rxnt2LFD7733ngYOHKi0tDSNHTtWe/bsUXp6uiTpF7/4hbxer0466SSNHDlSffv21cGDB/1tnX322ZKOTxvuLmsk1tfXt/ovElt9fb2OHj3K8xmCpKQknXfeeTrvvPNafd93Ds8880w9+OCD2rt3rz7//HN5PB6NHj3af/v27dv17LPPqq6uzn/s2LFjNWzYMEnSn/70J/3mN79p1faaNWs0d+5cSdLPfvYzSVJNTU10HiAAxJjX69X+/fs1cuRIJSWx1D0AAECisnhbDgdC1GzevFkzZ840HQMAAACd+PjjjzV69GjTMQAAABAmRnjGyIQJEyRJ77zzjn+aOrpm//79OvXUU7Vt2zYNHDjQdBx00f79+7V8+XIVFRXxfCaITz75RLNnz9bHH3/MdQ1RVVpaqry8PNMx0APU19drzJgx/BwCAABIcBQ8YyQ5OVnS8bU1KQxEhm9a7qhRozin3UB9fb369evH85mABg0axHOGqOrXrx+vMcQUG7wBAAAkNhYnAhA3HnvsMdMRAMShpUuXmo4AAAAAIIFQ8AQQNy677DLTEQDEoaefftp0BAAAAAAJhIInElZqaqpuu+02paammo6CCEhNTdVZZ53F8wmgjYMHD5qOAAAAACCBsIYnElZqaqpuv/120zEQIampqTrvvPMoeAJoY9SoUaYjAAAAAEggjPAEEDdOO+000xEAxCGuDQAAAABCQcETQNx49tlnTUcAEIe4NgAAAAAIBQVPAAAAAAAAAN0GBU8AcWPWrFmmIwCIQ1wbAAAAAISCgieAuHHgwAHTEQDEIa4NAAAAAEJBwRNA3HjnnXdMRwAQh7g2AAAAAAgFBU8AAAAAAAAA3QYFTwBxIzc313QEAHGIawMAAACAUFDwBBA3nnvuOdMRAMQhrg0AAAAAQkHBE0DcqK+vNx0BQBzi2gAAAAAgFBQ8AcSNYcOGmY4AIA5xbQAAAAAQCgqeAOLG9OnTTUcAEIe4NgAAAAAIBQVPAHFjzZo1piMAiENcGwAAAACEgoInAAAAAAAAgG6DgieAuJGVlWU6AoA4xLUBAAAAQCgoeAKIG0ePHjUdAUAc4toAAAAAIBQUPAHEjTfffNN0BABxiGsDAAAAgFBQ8AQAAAAAAADQbVDwBBA3Fi9ebDoCgDjEtQEAAABAKCh4AogbGzZsMB0BQBx6/vnntWfPHnm9XtNRAAAAACQACp4A4kZNTY3pCAAM27t3r37xi1/oL3/5i/9777//vkaMGKHhw4fry1/+Mn8cAQAAANAhCp4A4kZGRobpCAAMaWxs1O23366xY8fq1ltv1aZNm/y3DR8+XD/5yU901lln6YknntC5556rv/71rwbTAgAAAIhnvUwHAACfuXPnmo4AwACv16vzzz9fGzZs0Lnnnqs777xT8+bN899+2WWXaenSpZKOjwC97777lJubayouAAAAgDjHCE8AcWP16tWmIwAwwGKx6Jvf/KbuvfdevfDCC5o/f74sFov/9pbXhqFDh+qOO+5Q//79JUkHDhzQm2++GfPMAAAAAOIXIzwBAIBx1157bVjHXX311dq0aZNeeuklTZ06NcKpAAAAACQiRngCiBtnnnmm6QgAYqSpqUnXXnutKioqOr1vR9eG22+/XceOHdNll12murq6CCYEAAAAkKgoeAKIG0lJXJKAnuLuu+/W3/72Nz3//POd3reja0NWVpb++te/6oMPPlB+fn4kIwIAAABIUFQXAMQNl8tlOgKAGHj33Xd16623avbs2fr5z3/e6f07uzZcccUVuuGGG7R9+3Z5PJ4IpQQAAACQqFjDEwAAxIzX69UNN9wgSfrLX/6i5OTkiLT761//WikpKUpJSYlIewAAAAASFwVPAHHj0ksvNR0BQJQ1Nzdr8eLFuvDCCzVp0qSgjgnm2tCvX7+uRgMAAADQTTClHUDceP31101HABBlycnJ+u53vyuHwxH0MaFcGz788ENde+21+uijj8KJBwAAAKAbYIQngLixd+9e0xEARFFTU1NYU9hDuTZ4PB797W9/U69evfTnP/855L4AAAAAJD5GeAKIG2lpaaYjAIiSAwcOaNKkSSopKQn52FCuDWeeeaa+8pWv6KGHHtI777wTcl8AAAAAEh8FTwBxY9GiRaYjAIiSP/zhD6qqqtJJJ50U8rGhXhvuvPNOJSUl6Y477gi5LwAAAACJj4IngLixatUq0xEARMH+/fv161//WmeddZYWL14c8vGhXhsyMzN1zTXX6NixY2pqagq5PwAAAACJjTU8AQBAVP31r39VTU2NHnzwQVkslpj0+eCDD4a1XigAAACAxMcITwBx47TTTjMdAUAUTJgwQXl5efrSl74U1vHhXBsodgIAAAA9FyM8AcSNfv36mY4AIAouvPBCXXjhhWEfH+61obm5Wf/85z917NixsIutAAAAABIPIzwBxI3XX3/ddAQAcagr14abb75ZP/rRj+T1eiOYCAAAAEA8o+AJAACiYseOHbruuutUVVVlpP+kpCQVFBRo586deuGFF4xkAAAAABB7FDwBxI2LLrrIdAQAEfSnP/1J//d//6eGhoYutdOVa8N//dd/qXfv3nI6nV3KAAAAACBxUPAEEDfeeOMN0xEARMjRo0f117/+VbNmzdLUqVO71FZXrg0nnXSSrrrqKj3zzDM6cOBAl3IAAAAASAwUPAHEjU8//dR0BAARsmbNGu3du1ff+MY3utxWV68Nv/rVr/TBBx9owIABXc4CAAAAIP6xSzuAuEExAug+3nzzTQ0cOFBLly7tcltdvTaMHTu2yxkAAAAAJA6Ll21LY6K+vl5paWmqq6vToEGDTMcB4lJTU5OSk5NNx0CQdu/erTFjxnBdQ0D19fUReW1E6tpw5MgRHT58WGlpaV1uC90Tv68BAAB0D0xpBxA3Vq5caToCgAiKVMEoEteG6upqjRw5UnfddVcEEgEAAACIZxQ8AQBARL322mtqamoyHaOVjIwMZWZm6uGHH467bAAAAAAii4IngLgxefJk0xEAdNH777+v2bNn6/bbb49Ym5G6Nlx33XX67LPP9Pzzz0ekPQAAAADxiYIngDaam5tVX18f834HDx4c8z4BRNZjjz0mSVq8eHHE2ozUtSEvL08Wi0WrVq2KSHsAAAAA4hO7tANxprq6Wnv37pXVatXQoUNjuolPY2Ojbr75Zu3bt08Wi0XDhw/X7373O6WkpMSk/5dfflnjxo2LSV8AIs/r9eqRRx7RKaecIrvdHrF2I3VtGDp0qL7//e/rrLPOikAqAAAAAPGKgicQJ/bv368f/ehHqqmp0eDBg3Xo0CE1NDRo7NixuvPOO9W/f/+o9t/Y2KhvfOMbGjJkiHJyciRJ77zzjvLz8/XnP/85qn0D6B7eeustvfvuu7rttttksVhMx2nXb3/7W9MRAAAAAEQZBU8gho4ePaoPP/xQDzzwgJqbm7Vs2TJZrVYdPnxYhYWFOvnkk3XmmWf6R3UePHhQH330ka677jqNGjVK3/3udzVmzBj17t27074OHjwoj8ejgwcPyuv1qm/fvho1alTAEaM//elPlZaWplNPPdX/vdNPP10vvPCCvwgbbb5CK4DENGLECP3+97/XxRdfHNF2uTYAAAAACIXF6/V6TYfoCerr65WWlqa6ujoNGjTIdBzE2NGjR3XLLbfoww8/VHp6utLS0mSxWFRfX6+GhgY1NTVp6tSpGjJkSLvHNzY2avfu3dq3b5/q6uqUnJysAQMGaODAgcrPz9fw4cN15MgRffHFF7r//vtVU1OjpqYm9e/fX6mpqbJYLGpoaFB9fb1GjBih4uJiDRgwwN9+Q0ODrrvuOs2ePbvV9yXp7bffVu/evfWb3/wmqudIkjZu3Ki5c+dGvR9Exu7duzVmzBiua4i6SF8bNm/erNWrV+vnP/953I5EhRn8vgYAANA9MMITiCKv16udO3fqZz/7mTIyMnTuueeqT58+IbeTmpqqzMxMZWZmSjpeAN2/f7/279+ve+65R/v371dKSor69eunIUOGaOLEierXr1+bD/JHjx6V2+3Wf/3Xf2nixIm66667dPToUd14440aPXp0m2KnJE2YMEEbNmzQ3r17NXTo0PBORJA+/vjjqLYPIDFF+trw3HPP6Re/+IVyc3N15plnRrRtAAAAAOZR8ASiYN++ffrlL3+pTz75RH379tWZZ54Z0SnhqampSk1N1ZAhQzR+/Pigj0tJSdGkSZM0ZswYvfPOO7rqqquUnJysoUOH6pRTTmn3mD59+mjq1Kn6zne+o9TUVKWkpOjIkSPyer1KSUnR2LFjddttt6lXr65fTvr27dvlNgCY8b//+7966623dNddd0V8zeFIXxuuvPJK3XrrrVq1ahUFTwAAAKAbYkp7jDBFqmfYtWuXbrvtNh0+fFijR4/WqFGjor7ZUFc0NzcrKSkpqPt6vV7V19erublZKSkpSkpK0qFDh/Thhx/q4MGD+u1vf6vhw4dHOTHiCVPa0dKcOXO0e/duffTRR0FfV0yaPHmyUlNT9cYbb5iOgjjC72sAAADdQ/x/IgESQHV1tZYtWyaHw6Fx48Zp4cKFOuWUU+K62CkppKKExWJRWlqa0tPTNWDAAP/0+enTp2vChAn67ne/q4KCAn3xxRdh53nsscfCPhaAOZ9++qleffVVLV68OCrFzmhcGy655BK9+eab+vzzzyPeNgAAAACzmNIOdIHX69Utt9wit9utiRMnKisrKyFGNkXaqFGjNHz4cO3atUs33HCDkpKSNGDAAFksFiUlJal3797Kz8/X5MmTlZKSErAdBpwDienpp5+WJC1evDgq7Ufj2vD9739f3//+9zVs2LCItw0AAADALAqeQJh809e9Xq/mzZsX1mZE3UlycrLGjx+vk08+WQ0NDTpw4IAkqampSY2Njbr33ntVXV2tMWPG6Je//KX69esn6fhGSm+//bbuu+8+paamau3atbr99tv9GzQBiH9vv/22Bg4cqHnz5kWl/YkTJ0a8zdGjR0e8TQAAAADxgTU8Y4Q1obqH5uZm7dixQytWrNDhw4c1efJkjRgxos1u6GjfkSNHVFVVpY8++khpaWlKSkpSbW2thg4dqlGjRqlPnz46evSo3nzzTY0bN07FxcWmI6MDrOGJlmpra5Wenh6Vtnfv3h21AqXv1yCu45D4fQ0AAKC7YIQnEIS6ujrddttt+vTTTzVgwACNHz9eQ4cO7ZHT17uid+/emjJlik455RR5PB41NTVp+vTpSk5OliTV1NRoyJAhmjt3rl566SV9+OGHOvnkk82GBhCUaBU7Jemll17S1VdfHfF2N2zYoGuvvVYPPfSQzj333Ii3DwAAAMAMqjVAB44dO6bvfe97+sY3vqFevXppzpw5mj17toYPH06xswuSk5OVkZGhoUOH+oudLfXu3VtnnnmmHA6HGhoaDCQEEKx9+/Yl7Pq7Y8eO1a5du/TMM8+YjgIAAAAggqjYAAEcPHhQ119/vRoaGhJm1/VEN3DgQP//Z2RkaOTIkbr55psTtpgCdHder1dz5szRl770paj2s3Dhwqi0e/LJJ2vKlCkUPAEAAIBuhoIn0I5Dhw5p2bJlGj58uM4666wOdxZH5Bw5cqTVvydNmqQjR47I4XAYSgSgIzt37lRVVZXOOuusqPbz4YcfRq3tiy66SG+++aY++eSTqPUBAAAAILYoeALt+OEPf6jhw4drwoQJbGQRQ42Nja3+nZSUpKysLO3atUs33XSTDh8+bCgZgPasWbNGknTJJZdEtZ8PPvggam1ffPHFmjFjhj7//POo9QEAAAAgtih4Aif48MMP5fF4NHHiRNNRepz2isupqamaN2+eevXqpeuuuy6qhQ8AoVm7dq2GDBmi6dOnR7WfaI6yX7RokV5//XXZ7fao9QEAAAAgttilHTjBHXfcoUmTJrW7mQ6iK9AuzykpKZoyZYqGDx+uwsJCnXrqqbrjjjtinA7AiRYsWKB58+ZF/XqZm5sb1fYBAAAAdC+M8ARa2L17txoaGjR8+HDTUXqk2traDm9PT0/X2WefrbfffluHDh2KUSoAgfzkJz/Rz372s6j3U1ZWFtX2m5ub5XK5tHfv3qj2AwAAACA2KHgC/1ZXV6cf//jHOuWUU5SUxFvDhGB2Y+/fv7/GjBmjW2+9NQaJAMSDo0ePRrX91157TVlZWVq5cmVU+wEAAAAQGwkzpd3j8aioqEiSlJGRoaqqKuXk5HRpmpvL5ZLT6VRNTY1cLpesVqsKCgqUn58f0xww49ChQ9qzZ4/++Mc/qq6uTtXV1bLZbBo5cqTpaD1WampqUPez2WzasGGDDh06pH79+kU5FYD2/PGPf9Q555yj008/Pep9jR8/PqrtT58+XQMHDtS6det04403RrUvAAAAANFn8QYzpMowj8ejrKwslZaWttpUoKCgQFarVcXFxSG3WVJSIkmtipsVFRXKy8vT4MGDVVlZKavVGrEc9fX1SktLU11dnQYNGhRyXoTv0KFD2rVrl/785z+rsbFRjY2N8ng8Onr0qNLS0jRo0CClpaXppJNOiurGGOjc0aNHg34O3n33XdXV1em+++5T3759o5wM7dm9e7fGjBnDda0H+vTTTzVq1Cj94Ac/0G9/+9uo97dnz56oLzVy2WWXaePGjfriiy9Yw7kH4/c1AACA7iEh5u3m5eUpNze3zQ6qTqdTJSUlqqioCKk9t9stj8fTZiRndna21q1bJ7fbrby8vKjnQHTt379fN9xwg6699lrdfffdOnr0qPr166dhw4Zp5syZysnJ0axZszRlyhSNHDmSYmcc2L9/f9D3nTx5stLT0/X1r39db7zxhurr69XU1BTFdAB81q1bJ0nKycmJSX8vvPBC1PtYtGiRPB6PXC5X1PsCAAAAEF1xP6Xd7XaroqJCTqez3duXLFmi4uJiZWdnB92m0+nU8uXL273NbrcrOztbFRUVcrvdstlsUcuB6Pnggw9UWFio8ePHa+rUqRQzuyGLxaJJkyYpIyND999/v2pra3X06FE1NzdLkk466ST94Q9/CHqaPIDgVVRUKCUlRfPmzTMdJWIuvfRSNTQ0aMSIEaajAAAAAOiiuC94+gqMvsLjiTIzM1VSUiKPx9NmCnogFRUVKikp0QcffNDuMXa7XRUVFXK5XP5+o5ED0XHHHXfonXfe0fTp05Wenm46DkIwYMCAkI8ZMmSIhgwZ0up7Xq9X27dv1/XXX6+SkhL1798/UhGBHs/r9aqiokJnn312zN5bsSisTpgwQbfcckvU+wEAAAAQfXE/pd23mVAgvgLkli1bgm5z8ODB8ng8crvdRnMg8txut95++23Nnj2bYmcCitROzBaLRVOmTNHQoUMpYABR8PTTT/s38IuFPXv2xKwvAAAAAIkv7guebrdbgwcPDni7rwgZSvGyvLxcVVVVbdbibNmnpFa3RyMHIuuLL76Qw+HQzJkzwxopCPMaGxsj2t6ECRP02Wef6cCBAxFtF+jJLBaLzjrrLM2ZMydmfe7cuTMm/ezevVs//elPtXXr1pj0BwAAACA64r7gWVNT0+HISl8R0uPxhNRuoKnpklRWVia73d7qPpHKUV9f3+or0gWenqqxsVE33XSTpk6dqrS0NNNxECdSUlI0cuRI3XnnnaajdAuNjY2trl+hbDIFdIXFYolJPwcPHtRdd92lp59+Oib9AQAAAIiOuC94BlvIrK6ujkh/K1askCQ98MADUckxZswYpaWl+b9iOSWwuzp69Ki+/e1va9iwYRo5cqTpOOiCjkZRh2vcuHHatWuXvF5vxNvuaYqKilpdv0499VTTkRBjR48e1YIFC/S3v/0tpv1++ctfjkk/p5xyioYNG6YNGzbEpD8AAAAA0RH3Bc9YcrlccjgcKi0tDTjdvas+/vhj1dXV+b8C7RaPznm9Xn366af65je/qf79+2vKlCmmI6GLQh2pHYyBAweqT58+uu222yLedk+zfPnyVtevbdu2mY6EGNu8ebPWr1+vurq6mPb75JNPxqQfi8Wi+fPn6+WXX47YmsIAAAAAYi/ud2m3Wq1BFUEyMjK63FdeXp6cTqdyc3OjlmPQoEEaNGhQuBF7PK/Xq5/85Cfat2+fPB6PUlNTNWbMGJ188skxm/KI6Glubo5Ku9OmTdMrr7yizz//XMOGDYtKHz1BamqqUlNT/f+ur683mAYmVFRUSJKys7Nj2u/hw4dj1tf8+fNVWlqqf/3rX5o5c2bM+gUAAAAQOXFf8OxsimtNTY0kdbi+ZjDy8vJUUFCg/Px8ozkQ2NGjR3XDDTeoqalJ48eP1+mnn64+ffqYjoUI6t27d1TaHTBggKZNm6Ybb7xRU6ZMYU1PIEzl5eUaPXq0TjnllJj2O2bMmJj1tXTpUp1//vmaOHFizPoEAAAAEFlxP6XdZrP5i4nt8Y267GgTos44HA7NmDFDhYWFRnOgYzfddJN69+6tmTNnatiwYRQ7u6FoPqfDhg3TnDlz5Ha7/YVzAME7duyYPv/8c+Xk5MR8RP3kyZNj1tdJJ52kU045hVkDAAAAQAKL+4Kn3W7vcCq52+2WFP70upKSEmVmZrZb7GzZb7RzoGP19fWqrq7W6aefrqSkuH/ZIkzRniI9YMAAnXPOOWpqatK3vvUtHTt2LKr9Ad1Jr169tGPHDv2///f/Yt53eXl5zPsEAAAAkLjivnK0dOlSScc3FGrP5s2bwy4ylpWVSVK709jdbrd/rbJo50Dn3n33XY0YMYJiJ7osOTlZZ511lnr16qUf/OAHpuMACcVisfSI0fUVFRWaOnWqtm7dajoKAAAAgDDEffXIbrcrOztbjz/+eLu3l5WVyeFwtPm+x+ORw+FoVbRsyeVyqaamJuCanRUVFa12ag83ByLj4YcfZrOnHqB///4x6ScpKUmnnXaaPv3005jvNg0kqn379hnr++yzz45pf1arVdu2bdP69etj2i8AAACAyLB4vV6v6RCd8Xg8ysrKUmlpaasiZEFBgaxWq4qLi9scs2LFCjkcDlmtVtXW1ra6ze12KycnJ+CIzJqaGlVUVLQ5LpwcPvX19UpLS1NdXR2FuzBcf/31mjBhgoYMGWI6CqLo0KFD6tevX8z6e/vtt3XttddqxowZMeuzO9m9e7fGjBnDda0HqK+vV3p6ugoLC1VUVBTz/v/1r3/prLPOill/x44dU3p6us4//3z9/e9/j1m/MI/f1wAAALqHuN+lXTo+0qKystJfwMzIyFBVVZVycnKUm5vb7jHZ2dmyWq1asmRJm9tycnLkdrtVUlISsM/2Nh8KJwe6zuv1av/+/Ro4cKDpKAmjoKAgqPs5nc4oJwlNQ0NDTAueAwcO1P/93/9R8AQ6sXHjRjU3N+v000830v/27dtjWvDs1auXzjnnHG3YsEFer5cNjAAAAIAEkxAFT+l4sTGU4ozdbm8zQtOnqqoqZjnQdbt27VKfPn2UmppqOkpcC7bI2dkxPen1nZqaqi+++MJ0DCDuvfjii5KkBQsWGM0RSwsWLNDu3bu1b98+DR061HQcAAAAACFIiCnt3QFTpMJ3/fXXa8yYMRo1apTpKHEpnEJnsGJd/Iz1SKq6ujpt3bpVDz/8cMz67E6Y0t5zzJw5U3V1ddqxY4eR/puampScnBzTPhnZ2TPx+xoAAED3kDAjPNEzud1uNTY2auTIkaajGBPNgmaofTudzlbfi3RB1PdBM1YGDRoki8Win/70p/r5z38es36BROL1enXuuedq8ODBxjKsXbtWl112WUz7pNgJAAAAJC5GeMYIIwbC8/Wvf13jx4/X8OHDTUeJOZOFzlBEsuhZU1MT86LKgQMHtHnzZg0aNEg333yzRowYodTUVPXu3Vu9evWi6NEBRngiVh599FFdffXVMe/X6/Xq/fff14QJE7gW9BD8vgYAANA9MMITceuTTz5RQ0NDj1w7LVGKndLxrJEqeqakpESknVAMGDBA8+fP1+7du3XPPffowIEDOnr0qJqamtTU1KQhQ4boRz/6kSZPnhzzbACOMzXKv7i4WMuXL9f777+vzMxMIxkAAAAAhI6CJ+LWXXfdpfHjxyspKcl0lJhJpEJnS5Eqevbt2zcCaUKXnJyscePGady4ca2+39TUpH379unOO+/U6NGjtWLFCiP5AJMeffRR2e12TZo0yViGM844w0i/s2bNkiRt2LCBgicAAACQQCh4Ii4dO3ZMn3/+uU477TTTUSIqUQuasVJfX290ncATJScna/jw4Ro8eLBeeeUV3XLLLfrVr35lOhYQM3V1dbrmmmuUn5+v+++/31iOZ555xsiU9lmzZiklJUUbNmzQ17/+9Zj3DwAAACA8PWfoHBLKRx99JKvVamSKc6QVFBT4v7qz7vz4evfurdmzZ+vDDz9kcyP0KC+99JKam5u1YMEC01GM6Nevn7KysrRx40bTUQAAAACEgBGeiEt/+MMfdNJJJ5mO0SXduQAYLf379zcdIaDU1FRlZWVp8+bNamhoUJ8+fUxHAqJuw4YNkqT58+cbzTFz5kxjfX/961/X7t271dTUpOTkZGM5AAAAAASPEZ6IS9XV1XE1tTlUPbXY2dXH3dzcHKEk0ZGWlqZhw4bpZz/7mekoQExs3LhRmZmZGjFihNEchw4dMtZ3fn6+7rzzToqdAAAAQAJhhCfizsGDB3Xo0CGlpaWZjhKynlrobKkrGxgdPnzY2MZFwRo8eLD27dtnOgYQE7/+9a9VU1NjOobefvttnX766aZjAAAAAEgQjPBE3Ln11ls1cuTIhNudnWLnf3Tnc9HQ0KBevfhbEXqGc845R5dddpnpGMa5XC79+c9/Nh0DAAAAQJD41A6jmpub9a9//UupqalKTU1VTU2NPv7444TbIKM7F/jCdeI5CWbUp9VqjVKayPB6vfroo4/0+9//3nQUoEe58sorjfZ///33689//rOWLFkS12sNAwAAADiOgieM+slPfqJPPvlEAwYM0NGjR9WvXz/NmDFDvXv3Nh0tKBQ6g+c7Vx0VPvfv3x/XSxl8/vnn6tu3r4YNG2Y6ChB1t912mwYNGqQf/vCHpqNo3bp1uvjii431f8455+jBBx/Ua6+9pvPOO89YDgAAAADBSaw5w+hWvF6v3nvvPWVlZenMM8/UjBkzNHXqVKWnp5uOFhSKneEpKCgIeO6amppinCY0H374oW655RbTMYCoa25u1n333afnn3/edBRJUl1dndH+586dK+n4Jk4AAAAA4h8FTxhTX1+vlJSUuN+kBtHRXtEzntfGbGpqksfjUWZmpukoQNTt2LFD1dXVOuecc0xHkSQNHTrUaP+ZmZkaNmwYBU8AAAAgQcRvdQHdXnV1tQYMGGA6RlgY3RkZLc+j0+mM67XxDhw4oAEDBsR1URaIlE2bNkn6z8hG02bOnGm0f4vFoj/96U8aPXq00RwAAAAAgsMITxjj8XgY3Qm/goIC49NWO9LY2KjU1FTTMYCYcLlcSklJ0YwZM0xHkSQ9/fTTpiPokksu0RlnnGE6BgAAAIAgUPCEMX/5y180cOBA0zFC0tH6k+i6N99803SEgJqbm5WcnGw6BhAT9913n9577z3+KAUAAAAgITE3E0Y0NTVp7969Gjt2rOkoQaHIGRuVlZVasGCB6RjtSk5O1rFjx0zHAGLCYrHo5JNPNh3Dz263m44g6fjO9c3Nzfr5z39uOgoAAACADjDCE0bccsstSktL06BBg0xH6RAjOmMrOTk5bs/3oEGDVFdXJ6/XazoKEFXx+Bpvbm42HUHS8bVN//SnP8XlOQIAAADwHxQ8EVPNzc367//+b+3evVtTp041HQdx5swzzzQdIaDU1FSlpqbq448/Nh0FiKrly5dr2rRpOnTokOkoflu3bjUdQdLxTZw+++wzffjhh6ajAAAAAOgABU/EzMGDB/X1r39dHo9Hc+bMUZ8+fUxH6lC8jjTsCeL13I8bN05FRUWmYwBRtWHDBh06dEj9+vUzHSXu+Hat37hxo+EkAAAAADpCwRMxcfjwYeXn52vYsGGaPn163Bc7Ycbq1atNR+jQyJEjtXfvXh0+fNh0FCAqGhoaVFlZqXPOOcd0lFYuv/xy0xEkSbNmzVJycrLeeust01EAAAAAdICCJ2Lie9/7noYOHaoJEybIYrGYjtOpeB1h2N21LLLE43OQkpKiYcOG6a677jIdBYiKLVu26MiRI3FX8IyXEZUDBw7UJ598ohUrVpiOAgAAAKADFDwRdR988IEOHDigSZMmmY6CODdkyJBW/47HoufJJ58st9vNpiXolvbv36/JkyfHXcGzurradAS/YcOGmY4AAAAAoBMUPBFVXq9Xt912myZPnqykpMR4ucVjka2nqKmpMR2hU1arVb1799YHH3xgOgoQcRdddJHefffduNtUbvDgwaYjtHHs2DHTEQAAAAAEkBgVKCQst9stSRo6dKjhJMGh2GnWhg0b2nwvHp+TcePG6Ve/+pXpGECPMX/+fNMR/Pbv36/MzEz95Cc/MR0FAAAAQAAUPBFVRUVFGj9+fEKs2wnzFi9ebDpCUEaMGKGampqEGJEKBKu2tlZVVVVxuVzDk08+aTqC38CBAyXFz7qiAAAAANqi4ImoOnjwoNLT003HCEo8jiTEcfH23CQnJ2vKlCm6+eabmdaKbuPvf/+7JkyYoE2bNpmOEvfmzp2rzZs36/Dhw6ajAAAAAGgHBU9EVe/evdXQ0GA6BhLEG2+8YTpC0MaMGaNBgwbp5ptvjssRcUCoNm3apJSUFGVlZZmO0sa0adNMR2hl7ty5Onr0qLZs2WI6CgAAAIB2UPBEVI0cOVK7du0yHaNT8TaCsKc6evSo6QghOf3003Xw4EE5HA7TUYAu27Rpk+x2u/r27Ws6ShspKSmmI7Qyb948TZ8+XY2NjaajAAAAAGgHBU9E1R133KF9+/Zp//79pqMERLEzfkyfPt10hJAkJydr+vTp+vDDD/XJJ5+YjgOEbe/evdq5c6fOOecc01HaVVlZaTpCK5MnT9bmzZuVnZ1tOgoAAACAdlDwRFT17t1bkyZN0jvvvGM6SrsodiaOgoKCuHy+UlNTddppp8nhcDC1HQnL6/Vq+fLluvzyy01HAQAAAIAuo+CJqPv5z3+uAwcO6ODBg6ajtBKPxbOebs2aNZ3eJx6ft2HDhikpKUlVVVWmowBhGTZsmH75y19q/vz5pqO065JLLjEdoY2mpia98cYb2rdvn+koAAAAAE5AwRNRZ7FYNHz4cO3du9d0FL94LJpBQW+WEm/Pn8Vi0YQJE3TXXXeZjgJ0S/G4OdDrr7+uM888U3//+99NRwEAAABwAgqeiImvfvWr7NaOTg0fPtx0hLANGzZMjY2N2r17t+koQEgaGhr0m9/8Ru+9957pKAF9/vnnpiO0YbfblZqaqo0bN5qOAgAAAOAEFDwRE/369dORI0dMx0Ccq6urC/q+8TjKc9KkSbrlllvU3NxsOg4QtM2bN+u///u/tX79etNRAho0aJDpCG2kpqZq5syZFDwBAACAOETBEzGRmpqqY8eOmY6BOFdeXm46QpeMGDFC/fr10y233GI6ChC0TZs2SVLc7tAuSeeff77pCO2aO3euPvroI3388cemowAAAABogYInYqKpqUkWi8V0DMS53NzckO4fj6M8p06dKrfbHXebdAGBbNq0Senp6Zo8ebLpKAGVlZWZjtCuK664Qr/4xS/Uu3dv01EAAAAAtNDLdAD0DH/+85/Vp08f0zGAqOvbt6+GDRumd999V9OnTzcdB+hQc3OzXn75ZZ199tlKSuJvoKGaMWOGZsyYYToGAAAAgBNQ8ETUHTt2TLt27aL4g0698847piN0mdfrVWNjo/r37286ChCUf/7zn6YjdGrq1KmmIwAAAABIIAznQFQdO3ZMBQUFysjIiMtNJxBf9u/fbzpClxw4cECvvvqqjh49qnHjxpmOA3QqKSkpIUYpDhgwwHSEgN59913dcccdIW26BgAAACC6KHgiarxer771rW+pT58+mjZtmuk4fvG27iP+Y/bs2aYjhG3fvn165ZVXNGrUKP3lL39Rv379TEcCuo3XXnvNdISA/vWvf+n222/XK6+8YjoKAAAAgH+j4Imo+elPf6qmpiZNmzaNDYsQFU6n03QESdLRo0f15ptv6n/+539011138XpHwrj66qt1//33m46R0ObOnSvpP7vdAwAAADCPgieioqmpSTt27NDpp59O8QdBS4S1BNtz6NAhNTc3a+TIkaajAEHbu3evHnvsMb3//vumo3TqggsuMB0hoLFjx2rMmDHauHGj6SgAAAAA/o2CJ6Ji+/btSktLi7t115jOHt9OP/100xHCkpaWpvT0dP3kJz8xHQUI2ssvvyxJOueccwwn6dzbb79tOkKH5s6dq9dee01HjhwxHQUAAACAKHgiSn77299q7NixpmMgwYwaNcp0hLBNnTpVVVVVqqmpMR0FCIpvCnYiFDw/+eQT0xE6dOutt6qyslIpKSmmowAAAAAQBU9EwYEDB1RfX6+hQ4eajoIEc/DgQdMRwta3b19NnDhRP/7xj01HAYKyY8cOTZgwQcOGDTMdpVP9+/c3HaFDp556qqZMmcISLgAAAECc6GU6ALqfoqIiDRs2TElJ1NMRmqeeesp0hC4ZMWKE3nvvPXm9XgofiHurV6+Wx+MxHSMol156qekIAAAAABIIFSlE3Oeff54QI4YQf7785S+HdP94W5M1NTVVzc3Nam5uNh0F6JTFYlF6errpGEF5/PHHTUfo1P33368FCxbI6/WajgIAAAD0eBQ8EVFNTU2qra3VkCFDTEdBDxFPRc+mpiZJUnJysuEkQMfYXCfyamtrtX79er333numowAAAAA9XkgFz/r6ev3mN7/R8uXL9cQTT0QrExLY7t27NXDgQPXqxWoJCN327dvDOi5eip4NDQ3q06eP6RhAp3JzczV79mzTMYI2adIk0xE65dv8aePGjYaTAAAAAAi6KlVXV6fx48f7/11cXKzMzExVVFRo3Lhx/u9/+OGHcrlckiS73a6TT/7/7N15XFT1/j/w18ww7DADCCqKCqi5L+CumSW0l90Sze+993srU1qulS2ibWqaimV1uy2i1e12KzNoL7sGlmulAmUuuTEuoALCMAz7MnN+f/iFnyQgM8zM55yZ1/Px8HFvM3PO58XM8GHOez5LH4cENZlMWLlyJQAgLCwMeXl5SExMxPTp0x1y/uTkZCQlJSEhIeGyOVJSUgCgeTfm0aNHY8GCBQ7JoXQvv/wyNysiu5WWloqO0Ck1NTXw8/MTHYOoXVarFbt27cKECRNER+kwJcwaGD16NLRaLXbu3InZs2eLjkNERERE5NE6XPBcuHAh0tPTMXXqVACAwWBAamoq4uLicPLkSZSWlmL69On45ZdfWmzYERsbi/T0dAwfPtzukCaTCfHx8UhPT0dcXFzz7cnJydi7dy9SU1PtOq/BYEBWVhbS0tKQm5uLpKSkdh+fm5uLtLQ0pKamQq/XN9+ekZGB+Ph45OTk2JXDnRQXFyM+Pl50DFKoiRMn4vTp06Jj2K2hoQFarVZ0DKJ2HT58GEajsXlEohLs2rULvXr1Eh2jXf7+/oiPj0dhYaHoKEREREREHq/DU9p1Ol1zsRMAYmJikJaWhrS0NFxzzTWIj49HQkICvvvuO+Tk5ODjjz/G448/jvPnzyMuLg5vv/223SGTkpIwffr0FsVOAEhLS8O6deuQlZVl8znXrVvXPFKzowXTlJQUpKWltSh2AhemBiYnJ8tmWq1INTU1CAgIEB2DiIjasGvXLgBQVMFTKbZu3Ypvv/1WdAwiIiIiIo/X4YJn04jNP5o+fTpCQkKwfv16rFq1ClOnTsXIkSNxxx13IDU1FWVlZXjzzTfxxBNP2LXuZ9MozLaKiTNmzLBrhOfcuXORnp6OuXPnIjQ09LKPz83NRUxMTJv3z5gxw67Cq7tRq9XNG7cQ2Urpv0NarRYNDQ2iYxC1y9/fH6NHj8aoUaNER+mwyy03Ixc+Pj6iIxAREREREWwoeEqS1OZ9RqOxeT3L1sydOxfZ2dl2rXOZlpYGAG0WG5vWETWZTDaf2xZNhde2GI3GS0Z+eiKdTuf018JeHIErf/369RMdoVNY8CQl+POf/4w9e/Yoar1ZJe18LkmSbP8OEhERERF5ig4XPGNjY/Hrr7+2el9MTAzy8vLaPT4mJgarVq3Ciy++aFPA3NzcdguJTYXQ7Oxsm85rq7i4OBgMhjbX+UxLS8PMmTOdmkEJQkJCUF5eLjoGKdTFG6Apkbe3N+rr60XHIHI7Slrb9+qrr8a1114rOgYRERERkUfrcMFzzpw5WLt2Lcxm8yX3GQwGhIWFXfYcd9xxB/bu3WtTQIPB0O6U86ZiqMFgsOm8toqJicHcuXORkZHRPKq0SdMIU+7UfmFqvxxHuHF0pzLU1dXZdVzTSHDRWPAkuTtx4gQOHDgAq9UqOopNlDRVvF+/fsjNzUVVVZXoKEREREREHqvDBU8AWLt2LRYsWIDvv/++xe3r16/HnDlzOnSOkJAQW5q87FTxpmKoK6aPNe3QbjAYkJiYiOTkZKxevbr5vo4wm80t/tlb4JGrxsZGqNU2va2Imn366aeiI3SKRqOB1WptdwkQJaurq2vRf1VUVIiORDZ6/fXXMXToUJw/f150FJvcfvvtoiN02KRJk2CxWLB7927RUYiIiIiIPJaXrQesXbsW69evR3p6OpKSknDNNddg5MiRHT6+rc2P2tLRQmZpaalN57XXggULoNfrkZycjHXr1kGv1yM9Pb3Dx8+fPx9arRaffPIJpk6dijFjxuDKK6/EmDFj8PXXXwO4MH3earU2LyEwbdo07Ny5E6WlpQgNDcXkyZPx+eefAwCGDRsGrVaLnJwcAMBNN92E7OxsFBUVITg4GNdeey0yMjIAAIMHD0ZgYGDzRdh1112HAwcO4MyZMwgICMDNN9+MjRs3AgCuuOIKdOnSpXk334SEBBw9ehSnT5+Gj48Pbr/9dmzcuBFWqxWxsbHo0aMHtm/fjgMHDsDX1xdVVVWoq6uDSqVCSEgIysrKIEkSvL294ePj01woCQwMRGNjI2prawFcKGCbTCZYrVZ4e3vD19e3eVRxQEAALBZL82NDQkJgNpthsVig1Wrh7+/fPJ3e398fkiShpqYGwIXRQVdffTVCQkJw/vx5/PTTT7j11lsBAL/88gsANL+Pv/zyS4wfPx7h4eEoKyvDDz/80Hyx/dtvv6Gurg6jR48GAGzatAkjR45E9+7dYTabsXnz5uZlDw4dOoTy8nKMHz8eALB582YMGjQIUVFRqK6uxhdffIFZs2YBuLA+XXFxMSZNmgQA2LJlC2JjY9GnTx/U19fjk08+QVJSEry8vJCXl4f8/HxMmTIFALBt2zb06NEDffv2hdVqxcaNG3H77bfDx8cHp06dwrFjx5o3/Ni1axfCwsIwYMAAAMBHH32EW265BQEBAThz5gz279+P66+/HgDw888/IygoCIMHDwYAZGRkIDExETqdDoWFhcjJycFNN90E4MKSElqtFsOHDwcAfP7555g8eTJCQ0NRUlKCXbt2Ydq0aQCAX3/9FRaLBfHx8QCAr7/+GmPGjEFERATCw8Oxdu1a3HHHHQCA/fv3o6amBmPGjAEAfPvttxg+fDgiIyNRUVGBTZs2YebMmTAajfD19YVGo2keVRUcHIza2lrU19dDrVZDr9c3rzXs4+MDrVaLyspKAEBQUBDq6+tbfc/6+PjA29u7xXu2oaGh+cuKP75n/f398eGHH0KtVmPChAkwGo04fPgwgAsjoDdt2oTKykpERkZi+PDhzTs6jxkzBtXV1Thw4ACACwWeLVu2oLy8HBEREbLoI3Jzc5vXUjx8+DCKiopAyrJr1y707dsXXbt2FR3FJhs3blTMsjFN/fjOnTtxzTXXCE5DREREROSZVFInhiKtX78emZmZiI2NxejRo5GQkIDg4OB2j7nvvvuwdu3ajgdUqRAXF9d8sf5Hubm5iI+Px4IFC+zarf3ic2RmZl52J9iUlBTExsZi7ty5SElJaR7hOXfu3HZHeZrNZuh0OuTn57d4jnx8fBQ1Ve9y7r33XkRHRyM8PFx0lBY4pV0ZZs2ahQ0bNth8nFymtANAZmYm3n//fbf6vW5SV1fXYlT6mTNnMGjQIJSXl1+27yfxampqoNPp8Oc//xn/+te/RMexyYYNG5q/IJI7SZJw22234bbbbsPdd98tOg7ZqOnzGvs1IiIiImWzeYTnxebMmdM8lX3Lli1YsWIFysvLodfrLymAms1mzJkzx+aipF6v79Aoz46sIdpZiYmJSElJaS6KpqamYubMmUhKSsK6detgNBovO9ozODjYrT9AV1ZWIjAwUHQMUqjjx4/bdVxycrJsip5Wq9Vtl3X44xc0ra3pTPK1d+9eNDQ0YOLEiaKj2Cw2NlZ0hA5TqVT44osvRMcgIiIiIvJonSp4Xmzq1KmYOnVq839v2bIFaWlp2Lt3L3Jzc6FSqZCeno4+ffrYdN72NiwC0DxFtb11Ph1h9erViIuLu2QEaFxcHPLy8pqnuGdlZV12lKi7qqmpQUNDA3x9fUVHuURaWhpHeSrAmTNnREfoNIvFAi8vh3WtRA4TFRWF5557rsXfaqXo0aOH6AhERERERKQgThuGNHXqVDzxxBP4+OOPcfz4cXz88cfIzMzEwoULsWjRInz66ac4efLkZc8TExPTXNRsTdPoz5iYGAclb11aWhoWLVrU7v1xcXHIzMx0ag45Ky0tRVBQkM3rtLqKXEYAUtuuuuoqu4+VS0FbrVbDYrGIjkF0iejoaDzzzDOIjo4WHcVm27dvFx3BJlarFbt378aePXtERyEiIiIi8kguG4Y0cuTIFpsbnThxApmZmcjJyYFKpUJsbCwef/zxS46Li4tDVlZWm+c1GAwA4PRRlQaD4bKjSJOTk9tca9QTVFZWynJ0J5Er+fj4oLKy0umjzolI3m688UaMHz++ebMxIiIiIiJyHWELzUVHR2POnDlYu3Yt3nzzzea1QP+oaVfW3NzcVu/fu3evS6aQx8TENBdX25KXl9e887Qn8vb2RmNjo+gYpGBbt24VHaHTgoODcfbsWdExiFo4ceIEli1b1qGZFXI0ZcoU0RFsolarMXnyZOzYsYMjvomIiIiIBJDNzho6na7V25vWzdy4cWOr92dkZCAlJeWS200mE1JSUtodHWqL6dOnt9rOxe3l5uZixowZDmlPibp27QqTycSiJ9ktKipKdIROCw8Px6uvvio6BlELWVlZePbZZ1FQUCA6il1Onz4tOoLNrrrqKpjNZvz666+ioxAREREReRzZFDzbk56ejoyMjEtGeSYnJ2PBggWtjvBct24dVq9ejaSkpMuev2nkZnu7wTftLp+cnHzJ43Jzc5GUlITU1FSPnsYaEBCALl264NSpU6KjtEouazxS25S0E3NbunfvjvPnz6O6ulp0FKJmu3btgre3N0aNGiU6il0uN8NCjprWJN62bZvgJEREREREnkcRWwnr9Xrk5OQgJSUFer0eYWFhyMvLQ2JiIqZPn97qMQkJCdDr9W2OuMzIyGjexCY7OxsAMGfOnObbkpKSMHfu3BbHpKenIysr65Lp9zExMR69WdHFVq9ejdmzZyMiIgJBQUGi45DCdGZ0sFw2pdJqtYiKisLTTz+Nl156SXQcIgAXCp7x8fGKXWfZy0sRH1daGDZsGF5++WXceOONoqMQEREREXkclSRJkugQnsBsNkOn06G8vBzBwcGi4zjV0qVLcejQIYwbNw4BAQGi4zTjCE/3JZdiZ5Pa2lps27YNGzduVGShpqMKCgoQFRXlEf2akhUVFaFbt254/PHH8cILL4iOQyRrnvR5jYiIiMidKWJKOynL4sWLMWDAAPz000+orKwUHYcU5I477rDp8WlpabIrdgKAr68vQkNDcezYMdFRiBAeHo79+/fjgQceEB3Fbp988onoCEREREREpCAseJJTLF26FIMHD8bPP/+Mqqoq0XFIIby9vTv8WDkWOi/m7+/PdTxJFtRqNYYMGYLo6GjRUexWX18vOoJdKisrsXDhQqSnp4uOQkRERETkUVjwJKdZvHgx+vfvj/3794uOAkD+BTICTp48KTqCw9TU1MhqSQciJevdu7foCHbx8/PDm2++iQ8//FB0FCIiIiIij8KCJznV0qVLUV5ertjROeRaeXl5oiM4RGNjI0pLSxU9oo7cQ01NDcaMGaP4gltsbKzoCHbRaDSYNGkStm/fDqvVKjoOEREREZHHYMGTnEqj0cDHx0c2BU+O8pS3qVOndvixct6E6uTJk+jatSt8fHxERyEPt2fPHuzduxe1tbWio3TK999/LzqC3aZMmQKj0YgDBw6IjkJERERE5DFY8CSnqqqqQm1tLaf2kseor6+HwWBAamqq6ChE2LFjBwBg0qRJgpN4rquuugoAsHv3bsFJiIiIiIg8Bwue5DRWqxWPPPIIoqOjoVKpRMchBdi5c6dNj5fjKM+TJ08iMjISQUFBoqMQYefOnYiIiEC/fv1ER+kUJRds4+LicOLECcyZM0d0FCIiIiIij8GCJzlFZWUlZs+eDQCKv9Am14mIiBAdoVMkScKpU6ewdOlS0VGIIEkSSkpKMGnSJMV/6VRcXCw6gt28vLzQp08f0TGIiIiIiDwKC57kcGfOnME999yDiIgIjBo1Cmo132bUMf379xcdoVPKysrg5+eHkJAQ0VGIoFKpkJ2djQ0bNoiO0mlHjx4VHcEhuHEREREREZFrsBJFDtXY2IjHHnsMw4YNQ2xsrOJHFZG8yW0TqpKSEsWPUiX34+3tLTqCxztx4gT69++PtWvXio5CREREROQRWPAkhzp48CCCgoJY9CG7KH0kWnl5uSzXFSXPZDQaIUmS6BgOMWvWLNEROqVnz544c+YMtm7dKjoKEREREZFHYMGTHMrf399tLrDJ9aZNm9bhx8ptdCdwYe3aLl26iI5BBEmSMHjwYPzP//yP6CgO8cUXX4iO0ClarRYTJ07Etm3b+DeSiIiIiMgFWPAkh+rVqxfKy8thNBpFRyEF8vf3v+xj0tLSZFnstFqtqKurg06nEx2FCAaDAYWFhRg4cKDoKA5RXV0tOkKnTZkyBcXFxThy5IjoKEREREREbo8FT3IoHx8fvPjii8jJyUFFRYXoOKQw+fn57d4vx0Jnk4qKCgQGBnKTLpKFnTt3AgAmTZokOIlj9OzZU3SETrv66qsxYsQIlJaWio5CREREROT2eGVODte7d28MGTIEP//8M44ePQqLxSI6UgtyLpp5ukOHDomOYDez2YygoCDRMYgAADt27ICXlxfGjh0rOopDDBo0SHSEThs/fjx++eUXTJw4UXQUIiIiIiK3x4InOcXixYvx7rvvoqqqCtu3b0dVVZXoSKQA1113XZv3yb1QXV5ejr/97W+iYxABAIYMGYK77roLAQEBoqM4xHfffSc6AhERERERKQgLnuQ0AQEBePPNN9GvXz/89NNPqKmpER2JFEruxU4AKC4uRmxsrOgYRACARx55BOvXrxcdg/7AarXiwIEDnNZORERERORkLHiS0z333HOIiYnBb7/9xt1pqV0//fST6Ah2OX/+PLy8vBAWFiY6CpFbGj9+vOgIDrFr1y4MHToUn376qegoRERERERujQVPcokVK1agoaEBZ8+eFR0FgDJGDHqi1nY4l/trZbFYcOjQISxZskR0FCIAwPbt25GTkyM6hkOVl5eLjuAQo0ePhq+vL7Zu3So6ChERERGRW2PBk1xCrVZj9erV+P3332W3iRHJxx83JpF7sbO+vh7Z2dkICwvjdHaSjfnz5+Ovf/2r6BgOpeQNzS7m6+uLcePGYdu2bZzxQERERETkRCx4kst069YNwcHBKC4uFh0FwIVimtwLaiQ/kiShtLQU+/btww8//IDg4GD84x//gEqlEh2NCCaTCb/88guuvvpq0VGoDVdddRXOnDkDg8EgOgoRERERkdvyEh2APEtISAgqKirQvXt30VGapaWlITk5WXQMApCent78/+VYjLZardi9ezcaGxsRFRWFNWvWwNfXV3Qsombbt2+HJEmYMmWK6CgOlZSUJDqCw0ybNg0ajQb+/v6ioxARERERuS2O8CSXkusUPjkW1zzRddddJzpCu06fPg2NRoP33nsPK1asYLGTZKdpbcirrrpKbBAH++9//ys6gsOMHDkSzzzzjKy++CMiIiIicjcseJJLlZeXIzg4WHSMVrHoKV7Te0Our8WxY8eQmprK6eskW3fffTfS0tIQEREhOopDVVRUiI5AREREREQKwoInuUxjYyOMRiPCwsJER2mTXAttnuLcuXOyfQ0aGxthtVpl/f4lGjp0KObOnSs6hsN169ZNdASHOnXqFJYtW8Z1PImIiIiInIQFT3IZg8EAvV4PrVYrOkq75Fpw8wS//PKL6AhtalqOQa7LMhC5s7i4ONERHOrcuXN49tlnsWnTJtFRiIiIiIjcEgue5DL/+Mc/FLNmGYueYixcuFB0hDZptVp4e3vDaDSKjkLUqtdeew1PP/00rFar6CgO526FwVGjRiEoKAjff/+96ChERERERG6JBU9ymdLSUnTp0kV0jA5j0dO1lPB8h4SEoKCgQHQMola99dZb+OKLL6BW80+73Hl5eeGqq67C1q1bYbFYRMchIiIiInI7vCoil2hoaEB9fT38/PxER7GJEopw7sTf3190hHbpdDq88847omMQXaK0tBT79u3DlClTREdxitGjR4uO4HDXXHMNysrKsG/fPtFRiIiIiIjcDgue5BJeXl6KnWbJoqfzNT3Hcl8fU8nvY3Jv27ZtAwBcffXVgpM4R21tregIDvc///M/2L9/P0aOHCk6ChERERGR22HBk1xCpVJBp9Ph3LlzoqPYhUVP57n4ua2pqRGY5PLq6+vh5eUlOgbRJbKzswEAV111leAkzrF//37RERyua9euGDJkCFQqlegoRERERERuhwVPcplVq1bh4MGD2L9/P0pKSlBfXy86EgmUlpamuEJyeXk5Zs+eLToG0SWef/55nDx5EmFhYaKjEBERERERCceCJ7lM9+7d8Z///Ad+fn44fvw4fvjhB/z0008oLCyU/VRmcqy2Cp16vd61QWxgtVpRUlKC6Oho0VGILqFSqdC7d2/RMZzmT3/6k+gITvHjjz9ixIgR+PHHH0VHISIiIiJyK5ybSS7l6+uL1atXA7hQQDp+/DiWLl2K+vp69OrVS3C69qWlpSE5OVl0DEW73IjOiooK6HQ6F6WxTXFxMYKCghAQECA6ClELDQ0N0Gq1omM41datW3H99deLjuFwYWFh2LdvH7Zs2YIJEyaIjkNERERE5DY4wpOEUavV6N+/P1599VUcOXJEEZtSKHEatlx05HmzWCwuSGI7SZJw/PhxPPXUU6KjEF1i9uzZGDlypFtvqFVWViY6glP0798fkZGR+P7770VHISIiIiJyKyx4knBhYWGIjIzEmTNnREfpMBY9bdPR50uuGwIVFRVBkiTExsaKjkLUgiRJyMzMREhICNRq9/2T3qVLF9ERnEKlUuGaa67Bjz/+KPtN24iIiIiIlMR9r45IUR599FEUFhaKjmETjvbsGFueIzlOF7darfj999+xfPly7qZMsnPgwAEUFhbi2muvFR3FqcaPHy86gtNMnToVvXv3xunTp0VHISIiIiJyGyx4kixERUWhpqYGVVVVoqPYjIVPxykvLxcd4RLHjx9HcHCwW28IQ8r13XffAYDbFzy/+uor0RGc5m9/+xuOHj2KK664QnQUIiIiIiK3wYInyYJarUZ0dDQOHDig2HXoWPS8lNKfk6qqKpw6dQovv/yy6ChErQoKCsKkSZMwYsQI0VHIThw5TkRERETkeCx4kmysWrUKKpUKhw8fFh3Fbhzt+f/Z8zz4+/s7IYl9JEnCoUOH0LdvX1nlIrrY3LlzsWPHDrdevxMARo4cKTqC0+Xl5aGyslJ0DCIiIiIit+DeV0ikKCqVCm+88QYKCwtRXFwsOk6neGrRs6ng6w4//8mTJ1FXV4fly5eLjkJEbu7bb79F3759sWnTJtFRiIiIiIjcAgueJCve3t544YUXcPDgQdFROs0din4d4cgiZ3V1tQMSdV5hYSHy8vLw+uuvQ6PRiI5D1Kpdu3bhyJEjomO4xC+//CI6glNNnDgRXl5e+O9//ys6ChERERGRW/ASHYDoj3r27ImamhrRMRyiqQiYnJwsOInjuWtB98yZM/j999/x+uuvIygoSHQcojY9+OCDqK+vx6FDh0RHoU4KDg7GhAkTsHnzZkiSxHU9iYiIiIg6iQVPkp2qqip4eXm51UVfW8VBJRVCXVHg1Ol0Tm+jLVarFYcPH0ZRURHWrl2L0NBQYVmILqeoqAj79u3DQw89JDqKS9xyyy2iIzjd9ddfjyeffBIHDhzA0KFDRcchIiIiIlI0FjxJdlasWIFu3bq5TbGzPUoYAerKkZxVVVUIDg52WXtNGhsbkZ2dDY1Gg3fffRc+Pj4uz0Bki6ysLADAtddeKziJa/z0009ITEwUHcOppk2bBpPJxJHlREREREQOwIInyU5paSkiIyNFx3ApuRY+XT1tvbGx0aXtAUB9fT327NmDkJAQvPLKKx5RaCfl27x5M7RaLa666irRUVyipKREdASnGzRoEFJTU0XHICIiIiJyC9y0iGTHbDYLndoskruui9lRrt4gyGKxYM+ePejatSuLnaQo8+bNwxtvvIHAwEDRUVwiJCREdAQiIiIiIlIQjvAkkpk/Fj07M+pTriNH2+LqqZy//vorgoKCsHr1ahY7SVFGjx6N0aNHi47hMlOmTBEdwSWMRiP+9a9/YeLEiRg3bpzoOEREREREisWCJ8lOQEAAzGYz/P39RUeRhYsLoJcrXLY1QtSWc4hkMplctllQWVkZzGYzPvjgAxY7iWTus88+w6xZs0THcLrGxkY8/vjj+Pvf/86CJxERERFRJ7DgSbLTtWtXFBYWolu3bqKjyI4jpry3d46mYqgnTK0/ffo0oqOjoVZzZQ9SltmzZ2PSpEm4++67RUchB4uIiEB8fDw2b94sOgoRERERkaLxSp9k59lnn0VxcTFqa2tFR/E4aWlpQoudfn5+LmvLZDLh0UcfdVl7RI5QUFCAd955BwcOHBAdxaWGDh0qOoLLXHfddTh27BgMBoPoKEREREREisWCJ8mOj48PYmNj8euvv0KSpEvur62tRVVVFerr6wWkI2dy1dRySZJQXV3tsunzRI7yzTffAABuuukmwUlcy9fXV3QEl7n++usBAFlZWYKTEBEREREpl2KmtJtMJqxcuRIAEBYWhry8PCQmJmL69OkOOX9ycjKSkpKQkJDQocevW7cO6enp0Ov1AICYmBikpqY6JAsBq1atwr333ovDhw+jb9++AID8/HycOXMGtbW18Pb2Rl1dHXx8fNC7d2/07t2b6zC6gerqapcUNurq6uDt7c3p7KQ433zzDYKDgzFp0iTRUVxq7969zX8L3N24cePw448/YuzYsaKjEBEREREpliIKniaTCfHx8UhPT0dcXFzz7cnJydi7d6/dhUaDwYCsrCykpaUhNzcXSUlJHcoydepUJCQkIDMzs8W5UlJSWPR0EJVKhX/+8594+OGH8f3330OSJERGRmLlypXo0aMHVCoVJElCYWEhFi5cCLPZjCFDhrCARR1iNptdviM8UWdZrVYcOHAA1157Lby9vUXHISfRarUYP3686BhERERERIqmklqbMywziYmJiIuLa7WYGBISgvT09A6PzGyybt06ZGZmIjExETExMUhMTERmZuZlzxMfH4+EhIRLsiQmJiI7OxtlZWWtHmc2m6HT6VBeXo7g4GCbsno6SZJgsVjg5dV6fb6xsRH3338/NBoNRo4cyZGeCmaxWKDRaJzezu+//w4vLy+88MILTm/LnRUUFCAqKor9mgtZrVaUl5cjJCREdBSXKi8vh06nEx3D5axWK7/IczF+XiMiIiJyD7L/FN00CrNp9+g/mjFjhl2jKufOnYv09HTMnTu3w+v4rV69GgaDodX29Ho9Ro0aZXMOujyVStVmsRMAvLy8sHbtWjQ0NODAgQOtrvtJylBdXe30NiRJwrlz57Bw4UKnt0XkaGq12uOKnQCQm5srOoJLWa1WXH311ZgzZ47oKEREREREiiT7gmfTjtExMTGt3h8bG4usrCyYTCanZ1m5ciXmzp3b6n3p6ektpriTa2k0GqxduxaVlZX4+eefXfJ+IMdraGhw6vklScKRI0fg7++PsLAwp7ZF5EiSJKGoqEh0DGEKCwtFR3AptVoNLy8vfPnll7BYLKLjEBEREREpjuwLnrm5uc0bA7WmqRCanZ3t1BwZGRkwmUyYOXOmU9sh+2m1Wrzzzjvo1asXcnJysG/fPu7krjDOmM4uSRLq6+tRXFyMnJwclJWV4fXXX3d4O0TOlJubi+7du+O9994THUUIT1xz95ZbbkFJSQl+/vln0VGIiIiIiBRH9psWGQyGdqecNxVDDQaDU3Ns3LgRAJo3TcrNzUV2djZGjRrVYiOlyzGbzS3+28fHBz4+Po4L6uFUKhWWLl2KhoYGLFiwADt27MCECRPg5+cnOhp1QGfXS2uarp6Xl4eKiorm2728vKDX6xEeHo7ly5e7ZJ1Qd1RXV4e6urrm/774OSbn+uSTTyBJEsaNGyc6ihDXX3+96Agud8stt+Dhhx/Gl19+iYkTJ4qOQ0RERESkKLIf4Wk0Gtsd4dlUDHX2FOaL1w9bvXo1jEZj8/T2xMREZGVldeg8UVFR0Ol0zf9WrlzplLyeTqvV4uWXX0a/fv2wZ88eTglUiLY2/eqo/Px8HDt2DM899xw+++wzfP755/j888+RkZGBt956CytXrmSxsxNWrlzZov8aNGiQ6EgeQZIkfPLJJxgyZAj69+8vOo4Q6enpoiO4XHR0NBITExEQECA6ChERERGR4sh+hGdHC5mlpaVOzdFUeF23bh0WLFjQfHtcXBzS09MRHR3dod3i8/PzW4xi4+hO51q+fDnmzZuH/fv3Y8SIEaLjkBNZrVYcP34cL7/8Mrp37y46jltatGgRHn300eb/PnPmDIueLvD777/j6NGjePbZZ0VHIRf77rvvREcgIiIiIlIk2Y/wlAuTyQSTydTq9Hq9Xo+EhIQ2d5K/WHBwcIt/LHg63yuvvIKysjIYjUbRUegyfH197T62qKgI/v7+LHY6kY+PT4v+yxPXVRRBq9Vi7ty5SEpKEh1FGBbWiYiIiIjIFrIveOr1+g6N8nT2jstN0+rbGsGZmJgIg8HQYuo7yYNGo8FTTz2F48ePi45Cl2HvdHOr1QqDwYCUlBQHJyISr1+/fkhLS8OQIUNERxFGp9OJjiDM+fPn8cUXX4iOQURERESkKLIveLa3YRGA5lF77a3z6cgcbbXTdL+zd4sn+/Tq1QuVlZWiY9BlVFVV2XxMY2MjsrOz4evr67HrGxK5u59++kl0BGEWL16MP/3pTzh37pzoKEREREREiiH7gmdMTEy7U5GbRn/GxMQ4NUdHd2J39uZJZB9/f3/U19eLjkGdZLFYcP78eRw7dgz79u3Drl27kJWVhYCAALz55ptQqVSiIxI51GeffYa3334bDQ0NoqOQIElJSZAkCZ9++qnoKEREREREiiH7TYvi4uLa3QHdYDAAaHuquaOMHj0aGRkZMJlMrY7ybCrKdrQwSq6l0WhgtVohSRKLYjJ28YZeF6utrcXBgwdx/vx56PV6hISEIDk5GWFhYYiIiIBWq3VxUiLXSE1NRUFBAe6++27RUYS69tprRUcQZvLkyYiIiEB6ejoefPBB0XGIiIiIiBRB9iM8Z86cCQBtro25d+9epxc7AWD69OkA0GbxNS8vDwAwatQop2ch26lUKgQHB6OkpER0FGpHbW3tJbdZLBb89NNP0Ol0+Oijj/DOO+9gzZo1GDZsGHr06MFiJ7mtEydOYPfu3Zg5cybUatn/uXaqQ4cOiY4gjEajwe23347t27ejsLBQdBwiIiIiIkWQ/RVUXFwcEhISsHHjxlbvz8jIaHWjEpPJhJSUlHZHh9oiJiYG06dPx8qVK9vMsWDBAqevJUr2e/bZZ/Hbb7+hvLxcdBRqQ2vLDpw4cQKhoaFYvXo1vL29BaQiEqPp796dd94pOIl4BQUFoiMI9eCDD+Krr7667LrmRERERER0gewLngCQnp6OjIyMS0Z5JicnY8GCBa2O8Fy3bh1Wr16NpKSky56/aVr85dbfXL9+PUwmE9atW9fi9qSkJMTExCA1NfWybZE4ffv2xbJly7Bnzx78+uuvMJlMkCRJdCy6SGuj2EwmEx566CEBaYjE+uabbxATE8OZA7iwDrMnGzJkCG666SZ+6UNERERE1EEqSSEVn6YRm3q9HmFhYcjLy0NiYmLzVPM/ys3NxdSpUzFjxgykpaVdcn9GRkbz7dnZ2c1rczZdWCYlJWHu3Lmt5li5cmWLImlbj72Y2WyGTqdDeXl5m+sUkmvU1dVhyZIlOH36NGpra9G1a1dER0dDp9OJjkat+OGHH/DGG28gJCREdBT6g4KCAkRFRbFfc5La2lqcPHkSAwYMEB2FyGPw8xoRERGRe1BMwVPp+AFanmpqarBs2TIYDAbo9XoMGzYMXl6y38vL7VitVjQ0NKCqqqrFlE2r1YrNmzfj008/5WZTMsSCJ7nKhg0bMGvWLNExhCoqKsK9996L2267DbNnzxYdx23x8xoRERGRe2Blhzyan58fVqxYAYvFgvnz52PXrl2Ii4tDUFCQ6GgeobKyEvv370dZWRm0Wi169eqF48ePIyoqCl27doXJZEJwcDCLneRRJElCRUUFiy3UQlhYGHbv3o3y8nIWPImIiIiILkMRa3gSOZtGo8Grr76Kfv364eeff8bRo0dRXl6OyspK5OXlYf/+/di3bx9qampER3Ub9fX1+Omnn9CzZ0989tlnSE9Px4wZM/D444/j5MmT2LZtG3Jzc7lJB3mcX3/9FREREW1u1ueJ+vfvLzqCcF5eXrjzzjuxY8cOnDx5UnQcIiIiIiJZY8GT6CJLlizBO++8g/r6euzbtw979+5FbW0t7rnnHvj6+mL37t1obGwUHdMtnDp1Ct27d8eyZcuaR3BGRkZiwIABeOedd/DSSy/h8ccfx1NPPSU4KZFrbdiwAXV1dRg5cqToKLIREREhOoIs/PWvfwUAvP/++4KTEBERERHJG6e0E/1BUFAQXn311UtuHzlyJObNm4fff/8dQ4cOFZDMfUiShPz8/Eue5507d2LWrFlQqVTo3r07unfvLighkRiNjY14//33MWbMGI5qvEhT3+DpRo0ahfj4eFRXV4uOQkREREQkaxzhSWSDNWvWoLCwkFPbO+ns2bPw8fHhqC2iP8jMzMS5c+dw1113iY5CMqRSqbBnzx6sWLFCdBQiIiIiIlnjCE8iG3h7e6NHjx7Iz8/n6KsOqq2thdlshiRJAIDi4mIUFhbijTfeuOSx11xzjavjEclKly5dMH36dMycOVN0FFlh3/D/qdX8rpqIiIiI6HL4qZnIRk899RQKCgpEx1CE33//HTt27MCpU6dQUFCAU6dOITAwEO+++y7Cw8MveXxeXp6AlETyMXr0aKSnp3Ozrj9g39BSdXU1Nm7ciIaGBtFRiIiIiIhkiSM8iWzUVKirrKxEYGCg4DTylZ+fj+LiYrz//vvw8fHp0DGnTp3ChAkTnJyMiJSGfUNLGzZswL333osvv/wSt9xyi+g4RERERESywxGeRHbo1asXjh49KjqG3SRJQmVlJU6fPg2DwYDTp0+jtrbWoW2cOHECq1ev7nCxE7iwZACRp0pJSUFmZqboGLLEvqGlO+64Az4+PnjvvfdERyEiIiIikiUWPInssGLFClRVVeHAgQOwWCyXfXx9fT2Ki4tx8uRJ5OXl4ezZs6isrGxe19KVKioqsH37duzduxcmkwl1dXUoKyvD9u3bcfDgQYdkqq2tRV1dHSIjI2067o477uh020RK9Pvvv2P16tUseLaBfUNLer0e06ZNw5dffonS0lLRcYiIiIiIZIdT2ons4OXlhbfffhuPPvoosrKyEBERAZ1OB19fX1itVjQ0NMBisaCqqgomkwm1tbUICQmBv78/vLy8YDabceTIEVgsFnTt2hXdunVDaGgoNBqNU3OfOXMGhw4dwuDBg7FkyZIW99XX1+OBBx5Abm4uhg0bBq1WCwCoqalBYWEh6uvr4ePjg+7du1921KbRaERYWBhUKpVN+dLT05GUlGTTMUTu4N///jcA4G9/+5vgJPLEvuFSs2fPxscff4z3338fDz/8sOg4RERERESywoInkZ28vb3x2muvoaamBkePHsW7776L8vJyqNVqaLVaaDQa3HvvvejZsye6dOnSavHPZDJh9erVyMvLQ05ODnx9feHj4wOtVgsvLy8EBgYiJCQEISEhnd6Zt6KiAocOHUJaWlqrG6J4e3tj3bp1mD9/Pr7//nt06dIFlZWVqK+vR7du3TBr1iy8//77OH36NCZMmAAvr9a7D0mScOLECSxYsMDmjI2NjTYfQ6R0DQ0N+Pe//41Ro0Zh8ODBouPIEvuGSyUkJODDDz/EtGnTREchIiIiIpIdFjyJOsnPzw/Dhw/Hyy+/bPOxer0eK1asAABYrVaYTCZUV1ejpqYGtbW1+Ne//oUjR46gqqoKvXv3RnR0dPPIS1v9/vvvuOKKK9rd/VmtVuMf//gHampqcPz4cURERCAiIqK5WDthwgQ89NBDOHDgAEaMGNHqOc6cOQMAGDRokM0ZY2JibD6GSOl+/fVXlJWVYdmyZaKjyBb7hkup1WrMmjVLdAwiIiIiIllSSSIWEfRAZrMZOp0O5eXlCA4OFh2HFMZkMuGZZ57BuXPnEBsbi+joaJtGfFqtVnz33Xf4+OOP2xyZ2VElJSV45JFHMHny5Evuq62txY4dO/Dmm2+iS5cuNp/73Llz6N69e6fykesUFBQgKiqK/ZoDGI1G+Pn5wc/PT3QUWWLf0L6Ghga7vwyjlvh5jYiIiMg9cNMiIgXQ6/X45z//ibfeegtGoxE7d+6E0Wjs8PFVVVXw8/PrdLETuDD1vbXppVarFb/88gtiYmLsKnYCwNatWzuZjkiZQkNDWexsB/uGtr322muIiopCRUWF6ChERERERLLBKe1ECqLX67F+/XosXboU+/btg6+vL8LDw+Hv7w+NRgOr1Yq6ujpYLBZYLJbmtURPnDhh847pbQkKCkJ9fT3q6+vh7e0N4MK6nYcOHYKXlxdWrVrlkHaIPMEvv/yCQYMGXXYjMKK29OzZE0VFRfjoo48wZ84c0XGIiIiIiGSBU9pdhFOkyNEkScLx48exdu1a1NTUwGKxQKVSwcfHB15eXrjtttvwySefwGKxIDw8HM8++6zD2n700UdRUlKCsWPHQpIk7N+/H/X19Vi7dm2nCjdnzpxBjx49HJaTnItT2junpqYGPXr0wKRJk/Dll1+KjiNr7Bva1tDQgF69eiEyMhLZ2dmtbpBHHcfPa0RERETugSM8iRRKpVKhX79+WLNmTZuPufLKK53S9po1a/Doo48iMzMTXl5e6NmzJ9544w1oNJpOnZdFDfIkH3/8McrKyrjxTAewb2ibVqtFcnIyli5dip9++gkTJkwQHYmIiIiISDgWPInIZiqVCi+//DJqa2vh6+vrsPPm5eVhzJgxDjsfkVxJkoTXXnsN4eHhuP3220XHkT32De2777778PPPP3PjIiIiIiKi/8OCJxHZzZHFTgA27TxPpGQ7d+5EdnY2Fi9ezPU7O4B9Q/u6deuG//73v6JjEBERERHJBtfwdBGuCUVE7oZreNqvpqYGH3zwAW699VZERESIjkNE/4ef14iIiIjcA4dMEJFsfPrpp6IjELmEn58f7r33XhY7O4h9Q8dkZ2fjb3/7G2pra0VHISIiIiISigVPIpKNuro60RGInI7vc9vxOeuYo0eP4r333sOGDRtERyEiIiIiEooFTyKSjV69eomOQORUpaWl6NmzJ9auXSs6iqKwb+iY6dOnIzIyEmvWrIHVahUdh4iIiIhIGBY8iUg2+vfvLzoCkVO9+eabKCkpQd++fUVHURT2DR3j7e2N+fPn4+DBg/j6669FxyEiIiIiEoYFTyKSjaysLNERiJymsrISr7zyCuLi4jB16lTRcRSFfUPHJScnIzw8HAcPHhQdhYiIiIhIGC/RAYiIiDzBm2++idLSUrz11ltQqVSi45CbCgoKwokTJxAQECA6ChERERGRMBzhSUSyMXHiRNERiJxm1KhRuOeee3DrrbeKjqI47Btsw2InEREREXk6FjyJSDZKSkpERyBymquvvhpvv/021Gr+6bUV+wbbWSwWfPzxxzhw4IDoKERERERELserLiKSjSNHjoiOQORwkiSJjqB47Btsd+bMGfzlL3/B008/LToKEREREZHLseBJRETkRK+//jr+9Kc/cZQiuVSvXr1w77334osvvsDevXtFxyEiIiIicimVxKEnLmE2m6HT6VBeXo7g4GDRcYhkyWq1crqvghQUFCAqKor9WjvMZjNiY2PRtWtX7Nu3DxqNRnQkRWLfYJ+zZ88iNjYWkydPxubNm0XHUQR+XiMiIiJyD7x6ICLZ+Prrr0VHIHKoF198ESUlJVi1ahWLnZ3AvsE+kZGReOCBB7B3716cPXtWdBwiIiIiIpdhwZOIZKOqqkp0BCKHKSwsxJo1a3DllVfipptuEh1H0dg32O+ZZ56BwWBAZGSk6ChERERERC7jJToAEVGTHj16iI5A5DBWqxXTpk3DQw89BJVKJTqOorFvsJ9erxcdgYiIiIjI5TjCk4hkY8iQIaIjEDlMZGQkPvzwQ4wbN050FMVj39B5VVVVWLNmDWpra0VHISIiIiJyOhY8iUg2uKkGuQuLxSI6glth39B5X3zxBR5//HG8+uqroqMQERERETkdC55EREQO9N///hcjRozA77//LjoKUbM777wTo0aNwvLly1FUVCQ6DhERERGRU7HgSUSyMXbsWNERiDqlrq4ODz30EIqKitC9e3fRcdwG+4bOU6vVePnll1FRUYGnn35adBwiIiIiIqfipkVEJBuVlZWiIxB1yiuvvIJjx47h7bff5mYxDsS+wTEmTZqEWbNmYffu3aipqYGfn5/oSERERERETsERnkQkGwcPHhQdgchuBQUFWLZsGcaMGYO77rpLdBy3wr7Bcd58801kZ2ez2ElEREREbo0jPImIiBwgNDQU8+fPx6233gq1mt8nkjzpdDrREYiIiIiInI5XZEQkG9OnTxcdgchu/v7+WLZsGUaPHi06itth3+B4586dw1/+8hccPXpUdBQiIiIiIodjwZOIZOO7774THYHIZkajESUlJaJjuDX2DY5nNBqRkZGBv/71r2hoaBAdh4iIiIjIoVjwJCLZMJvNoiMQ2ezhhx/GoEGDWPR0IvYNjjd48GCsXLkSe/bswfPPPy86DhERERGRQ7HgSUSy0bVrV9ERiGzy8ccf4/3338ctt9yCLl26iI7jttg3OMfDDz+MqVOnYvny5di9e7foOEREREREDsOCJxHJxqhRo0RHIOqwU6dOYe7cuYiNjcUrr7wiOo5bY9/gHGq1Gu+++y7+9Kc/oWfPnqLjkIMYDAYkJycjPj4e8fHxSE5ORkZGhuhYRERERC7FgicRycY333wjOgJRh61fvx5VVVX48MMPERQUJDqOW2Pf4Dw9e/ZEeno6evToIToKOYDJZEJqairS0tKQnp6OhIQErFu3DklJSTCZTKLjkYtkZGTw9SYiIo/nJToAERGREi1btgx/+tOfEB8fLzoKkUM0NDRg165dmDJliugoZKesrCwkJSUBAGJiYpCamopFixbBaDRCr9eLDdeO3NxcpKWlwWg0Ijc3F3q9HsnJyZg7d67d5zQYDEhNTQVwYZMuk8mExMRELFiwoM1jTCYTUlJSmo8BgMTExHZz2HqMPW3YauXKldDr9UhISHDYOU0mE1auXAkACAsLQ15eHhITEzF9+nSXntPWYzrzfK9btw7p6enNvztNv1NERKQMLHgSkWywcERKIEkSVCoVVCoV37MuwufZNZ544gm89tpryMrKYtFTwTIzM1sUuvR6vayLnevWrQMApKWlNd/WVLhNTU1FTk6OzfkzMjKwd+/eFucELvQlaWlpyMvLu+SY3NxcJCUlIS0trcXzl5iYiLy8vFYLXbYeY08bcmAymRAfH4/09HTExcU1356cnIy9e/falduec9p6jL3Pt8lkwtSpU5GQkIDMzMzm2w0GA1JSUmT7OhER0R9I5BLl5eUSAKm8vFx0FCLZOnDggOgIZIP8/HyP69dyc3Ol8ePHSwaDQXQUj8K+wTXOnDkjdevWTQoPD5dOnTolOo4QSv+8lpeXJwGQysrKREfpkLy8PCk1NbXV+3JyciQAUkJCgk3nLCsrk6ZPn97uOefOnXvJfTExMdKCBQtazQhAyszM7PQx9rRhj7i4OIedS5IkKSEhodXckiRJer3errbsOaetx9j7fMfFxbV6XEJCgqTX61s9hoiI5IdreBKRbPz222+iIxC1yWAw4IYbbsChQ4dQV1cnOo5HYd/gGpGRkfjkk09gMplwyy23oLy8XHQkslFMTAxiYmIwdepU0VE6JC0trc2pxXFxcUhISEBWVhYMBkOHz5mdnY2MjIzmacx/PCdwYQTpxVavXg2DwYBFixZdckxMTAwSEhIuGdVn6zH2tCEHBoMBWVlZSE5ObvX+GTNm2JzbnnPaeoy9z3fTca3dp9fruYkeEZGCsOBJRER0GUVFRbj22mtRXl6Or776CgMGDBAdicgpJkyYgLfeeguVlZUoLS0VHYfskJKSgtzc3FYLfnKTlZWF6OjoNjfYaSpQ5ubmdvicoaGh0Ov1CAsLa/Mxf5wi3zRtua2p83FxcZcUSW09xp425KBpWYCYmJhW74+NjUVWVpZNmyTZc05bj7H3+V65cmWbRfj09PQWU9yJiEjeWPAkItm47bbbREcgatWzzz6LEydO4KOPPsKVV14pOo7HYd/gWv/7v/+LAwcOtFlYIHmbMWMGgAsj1WwpFIoQGhoKk8lk0wjOy4mLi0NZWVmrmxM1PR9/3MwnOzu73XVCY2NjWxxvzzH2tCEHTZtItaWpn8jOznbqOW09xp7nu2l3+5kzZ17uRyAiIgVgwZOIZGP79u2iIxC16qWXXsK3336LadOmiY7ikdg3uJ6fnx+AC5t0vf/++6ivrxeciC6naTfqlJSU5mJf047tcpWZmYm8vLwWG9BcrKkQ2tb9tkpJSWl1p+3Q0NAOHX9xAc7WY+xpQw4MBkO72ZuKirYUre05p63H2PN8b9y4EUDLkcXr1q2TXRGaiIg6hgVPIpINo9EoOgJRs2PHjqG6uhoAEBAQgGuvvVZwIs/FvkGczZs3469//SvuuOMO1NbWio5DbWjavXr06NFIS0tDamoq9Hp987qHctbeSOKMjAzExcV1erSxwWBAcnIyYmJiWt2hPS4urt0p2U3HXPwYW4+xpw05MBqN7Y6UbCos2pLbnnPaeow9z/fFhc3Vq1fDaDQ2T29PTEyU/e8SERG1xIInEclGe+ttEbnSDz/8gDFjxrS5jhe5FvsGca677jo8+eST+Prrr3HzzTdzIyMZMplMiI6ORkJCAqZPn958e1P/lZ6e3uFzpaSkQKVS2f0vJCTEYUWh1atXAwDWr19v9zmaNi9KSUmBXq9vc8Rr00Y4bY3ka/qZLl7X1tZj7GmjNRkZGZd9HXJzc5GYmNjuY+Lj49ttp0lHC5m2rPlrzzltPcae57upqLpu3TosWLCgeemDuLg4pKenIykpiUVPIiIFYcGTiGRj0qRJoiOQh5MkCf/85z9x7bXXws/PD/PnzxcdicC+QSSVSoXnn38eK1aswJYtW3DDDTdAkiTRsegic+bMAfD/N3VpkpiYCMC2EdKpqamQJMnuf2VlZZesj2mPpk2X0tPTOzWdffr06UhNTUV6ejpSU1ORmpqKpKSkS4pnCQkJSEhIwMqVKy85R1ZWVvPPdPGXL7YeY08bbf1MZWVl7f6LiYlBenp6u4/Jyclptx2ls+f5NplMMJlMrU6H1+v1SEhIaHOXeCIikh8WPIlINr744gvREcjDLV68GA899BBGjBiB3bt3d3gEDDkX+wbxFi1ahA0bNmDJkiVQqVSi49D/yc3NRUZGBhYtWnTJfUredCopKQlpaWktRqw6Qnp6OjIyMlod6ZmZmYnQ0FCkpKQ0F76aNrFp2uCmtd3dbTnGnjZao9frO/2vo/R6fYdGV9oyEt+ec9pzjK3Pd9P/b6ton5iYCIPBwDU9iYgUwkt0ACIiIrmYPXs2GhsbsWTJEnh7e4uOQyQrd955Z4v/3rJlC6666ip4efHjpChNm6y0VxhUWuEzKSkJycnJTllSRK/XY/r06cjIyGgxyq9JWloaTCZT87TlhIQE6PX65un1o0aNuuScth5jTxsiXW7zn6YRxLYUUe05p705bHm+Q0NDYTKZ2vxZmjJkZ2c7bCMtIiJyHo7wJCLZGDFihOgI5GHKysrw/PPPw2KxAAB69+6NFStWsNgpM+wb5CcnJweJiYmYPHlyq5vAkGvk5uZCr9e3WtRs2q169OjRro5lt5SUFIwePbp5l3l7mEymdncMb3quMjMzW72/qSg6ffr05sLX3r17AbS9W7ytx9jThigxMTHtLovQNOrSlsK6PefsTI6OPt8dfe7ltrEUERG1jgVPIpINtZpdErmGxWLBv/71LwwcOBBPP/00vvvuO9GRqB3sG+Rn5MiReOGFF5CdnY3BgwfjmWeeQVVVlehYHsdgMLQ5IrBp2q0t08I7u2mRSqWye1OXdevWITY2ttVipy0FppCQEMTGxrZ5TNOUZ1vOmZuba/OIU1uPsacNV7jcbudNxWVb1m6155yOztHa89305UBb7TQVXOVWlCYiotbxCoKIZINrIpErHDlyBMOHD8c999yDgIAAfPvtt7jhhhtEx6J2sG+QH7Vajcceewy5ubkYP348Vq5ciVOnTomO5XHaG1W3ceNGmwtond20SJIkuzYtysjIAIBW8xoMBpuKqE0jXtualtw0IvniNZpzc3Pb3GE+NzcXBoMBKSkpl9xuyzH2tCEHM2fOBNB2P7x3716bX3N7zmnrMfY8301fDrT1fmt678ht2QEiImodC55EROT2Lt5VukePHlCpVPjHP/6B33//Hddff73AZETKNmTIEHz//ffIycnBoEGDAABWqxXvvPMOp326QGJiIrKzsy+5PSsrq3mnc7nLzc2F0WhssziblZV1yYg6k8mElJSUVgtTc+fObXO6OgB8/PHH0Ov1mDFjRvNt7U2BnzNnDlJTUy8pLtt6jD1tyEFcXBwSEhKa14v9o4yMjFbfZ+29Rvac09Zj7Hm+Y2JiMH369FZ3dm9qY8GCBTatV0pEROKopIuvAslpzGYzdDodysvLERwcLDoOkSxVVFQgKChIdAzqoIKCAkRFRcm6XystLcV7772Hf//739i6dWvzRYokSdxpWkHYNyjL119/jVtuuQW+vr5ISkrCXXfdhcmTJyticyMlfl6Lj49vscmPyWRCfHw8UlNTHb7LuaMZDAYkJia2OULQaDQiKysLZWVlLW5fvXo1UlJSoNfrL7kPAJKTk5GUlHTJeZOSkpCVlYUtW7a0KKKaTCbMmTMH6enpl9wWExOD1NTUS9qw9Rh72mjL5b5MaHr92xt5aUvRruk9lZ6e3uJ5S05Ohl6vbzX75V4je85pyzH2Pt9NbaSkpLQowiclJcFkMrVbTCciInlhwdNFlPgBmsjVtmzZgqlTp4qOQR0k54LnL7/8ghdffBEZGRmor69H3759sXHjRq67pVDsG5TFYrFg8+bNeOutt/DVV1+hsbERaWlpslyf8I+U+nktJSWleXdpg8GARYsWKaK/i42NbXckHnBh1N0fN8bKzc3F1KlTMWPGDKSlpbV6XEZGBjZu3IjQ0FAYjUaYTCbExcVh0aJFrRb7Lp7i3FRQTElJabdoaOsx9rTR2s+VlJTU4ce3JS4uDjk5OR1+fNOITb1ej7CwMOTl5SExMbHNonpHXiNbz2nrMfY+3yaTCStXrmx+b5pMJiQlJSmiDyMiov+PBU8XUeoHaDmrq6vDypUrsWjRIvj4+IiOQ53E11N55FTwbLqYbZqe9sUXX2D69Om47bbbkJycjGuuuabFxjd8vynLhg0bMGvWLNExZEcJ7+PCwkJ8+umnuOOOO9C1a1cAwEMPPYT9+/cjMTERkyZNQnx8PAICAgQnvYCf14iIiIjcAwueLsIP0I7H59S9mM1m3Hnnnfjoo4/4eiqEyIJnXV0dPvroI+Tm5uLHH39ETk4ObrvtNnz66afN91dUVKBLly6tHs/+Q1k2bdqEG2+8UXQM2VHq+3jhwoV47733cO7cOQCAVqtFWVlZc9Hzt99+Q1RUFEJCQlyeTanPKRERERG1JP/FlIjIY2zZskV0BJKRXbt24fTp0zh58iROnDgBSZKwfv16AIBGo8F9992H2tpa9O/fH/fffz9uvvnm5mN9fHxkO+KNbMfp7O5l1apVWLlyJX7//Xf8/PPPOHXqVHOxU5IkTJkyBWVlZejRowcGDhyIMWPG4Pnnn28+Pj8/H+Hh4fD19RX1IxARERGRzLHgSUSycccdd4iOQHY4fvw4vL29UVdXh8GDBzcXIfbs2YP8/HxUVVXBbDajoqICjz76aHMhMiUlBdnZ2SgvL0dJSQkqKipQUlLSvJnQvffei8OHDwMA1Go1BgwY0Nyml5cXdu7cib59+0Kn07n4JyZX+/TTTzml3c2oVCoMGjSoeWf3JlarFWvWrMGBAwdw8ODB5j6giclkQq9evQAAwcHBCA8Px6233oqXXnoJAHD+/HmsWLECgYGBCAoKQmBgIIYNG4ZJkyY1H7979254e3vD29sbPj4+iIyMRGRkJIALBVciIiIiUj4WPF3EYrEAuDBVihyj6bnkc+oezGYzGhoa+HoqSNMGAPHx8c235eTkoG/fvgCAZcuW4euvv25xzPTp05vX8Tt27BhOnjyJ4OBgxMbGIiwsDCUlJc0F0dTUVGg0GvTq1QuRkZHQarUt3h/9+vUDYF8fwP5DWaqrq/latcJd38d33HFHiy/AJElq/hnLy8vx9NNP4/z58ygpKUFJSQk0Gk3z/cePH8crr7zS4nx33XUXhg0bBgDYu3cvrr/++hb3P/zww3juuecAoHk3aaPR6JSfjYjI1SRJQkVFBSIjI1usZ05E5O64hqeL7N27F2PGjBEdg4iIiIiIiDxMfn4+evbsKToGEZHLcISnizSNeDp48CAXwXeQiooKDBo0CIcOHUJQUJDoONRJFRUVWLRoEVauXMnXUyHy8/MxYcIERfZr7D+U5fPPP8dtt90mOobs8H3seGfOnMG4ceOQn5+vuH6NlCU9PR1JSUmiY5AHMJvNiIqK4t8JIvI4LHi6iEajAQD07NmTH6AdpGn6Wo8ePficugGz2Qx/f3++ngqkxH6N/YeyhIWFcVRKK/g+dp7g4GA+p+RU/v7+fI+RSzWtkU5E5Cm4iAcRycZHH30kOgIRydDMmTNFRyAicij2a0RERM7FgicRycYtt9wiOgIRydAfN78iIlI69mtERETOxYInKZaPjw8WL17cvKMzKZuPjw9GjhzJ15Ncgv2HslRVVYmOIEt8HxMpF/s1IiIi5+IanqRYPj4+WLJkiegY5CA+Pj645ppreOFOLsH+Q1l69OghOoIs8X1MpFzs14iIiJyLIzyJSDaGDBkiOgIRyRD7BiJyN+zXiIiInIsFTyKSjc2bN4uOQEQyxL6BiNwN+zUiIiLnYsGTiIiIiIiIiIiI3AYLnkQkG2PHjhUdgYhkiH0DEbkb9mtERETOxYInEclGZWWl6AhEJEPsG4jI3bBfIyIici4WPIlINg4ePCg6AhHJEPsGInI37NeIiIiciwVPIiIiIiIiIiIichsseBKRbEyfPl10BCKSIfYNRORu2K8RERE5FwueRCQb3333negIRCRD7BuIyN2wXyMiInIuFjyJSDbMZrPoCEQkQ+wbiMjdsF8jIiJyLhY8iUg2unbtKjoCEckQ+wYicjfs14iIiJyLBU8iko1Ro0aJjkBEMsS+gYjcDfs1IiIi52LBk4hk45tvvhEdgYhkiH0DEbkb9mtERETOxYInERERERERERERuQ0WPIlINuLj40VHICIZYt9ARO6G/RoREZFzseBJRLLR0NAgOgIRyRD7BiJyN+zXiIiInIsFTyKSjd9++010BCKSIfYNRORu2K8RERE5FwueRERERERERERE5DZY8CQi2bjttttERyAiGWLfQETuhv0aERGRc7HgSUSysX37dtERiEiG2DcQkbthv0ZERORcLHgSkWwYjUbREYhIhtg3EJFS/frrr7jrrrtwxx13NN/W2NiIL7/8EkuWLEFxcbHAdERERO6LBU8iko2wsDDREYhIhtg3EJHS1NfX47HHHsPIkSPx/vvvo76+HlarFQBQUFCAsrIyLF26FH379sUbb7zRfB8RERE5BgueRCQbkyZNEh2BiGSIfQMRKc2iRYvw0ksvYdq0aTh+/Di++uorqNUXLr369OmD9evXY9u2bYiOjsaDDz6It99+W3BiIiIi98KCJxHJxhdffCE6AhHJEPsGIlKap59+Gm+++SY+++wz9OnT55L7v/zyS0yePBl79+7Fm2++ibvvvtv1IYmIiNyYl+gARERERERE7iQkJAT33XffZR/n7e3d4nGNjY3QaDRQqVTOjEdEROT2OMKTiGRjxIgRoiMQkQyxbyAiJdi8eTPuueceVFZWXvaxrfVrhYWFmDRpEtLS0pyQjoiIyLOw4ElEstG0thUR0cXYNxCR3JnNZtxzzz347rvvUFdXd9nHt9avhYaGor6+HvPnz8ehQ4ecEZOIiMhj8AqCiGQjNzdXdAQikiH2DUQkd4sXL8bZs2fxxhtvICws7LKPb61f8/b2xocffgiVSoV77rkHFovFGVGJiIg8AgueREREREREdtq3bx9effVV3Hrrrbj11ls7da4BAwZg8eLF2L17N959913HBCQiIvJA3LSIiGTj5ptvFh2BiGSIfQMRyZlarcaNN96If/zjHx0+pr1+bf78+WhsbMSf/vQnR8QjIiLySBzhSUSysWfPHtERiEiG2DcQkZwNHToUX331Ffr06dPhY9rr17y9vfHUU08hNDTUAemIiIg8EwueRCQbxcXFoiMQkQyxbyAid9PRfq2+vh61tbVOTkNEROR+WPAkItnQ6XSiIxCRDLFvICI5ys7ORmJiIo4cOWLzsR3p144dO4bevXtj/fr19sQjIiLyaCx4EpFsTJ06VXQEIpIh9g1EJEcvvPACtm3bhsDAQJuP7Ui/FhMTA39/f/zjH/+A1Wq1JyIREZHHYsGTiGTj008/FR2BiGSIfQMRyc2ZM2fw6aefIikpCT169LD5+I70axqNBg899BDy8vLw9ddf2xOTiIjIY7HgSUREREREZIN169ahsbERf//7353azt13342goCC88sorTm2HiIjI3XiJDkBE1GTIkCGiIxCRDLFvICK5qa+vx8SJEzFu3Di7ju9ovxYcHIzly5fDy8sLkiRBpVLZ1R4REZGnYcGTiGTD399fdAQikiH2DUQkNytXroTVarW7AGlLv/bQQw/Z1QYREZEn45R2IpKNPXv2iI5ARDLEvoGI5Eittv9Siv0aERGRc7HgSURERERE1AFnz57F+++/j6qqKpe2W1RUhHnz5iEzM9Ol7RIRESkVC55EJBs33HCD6AhEJEPsG4hILt577z389a9/xW+//dap89jar/n4+OCtt97C2rVrO9UuERGRp2DBk4hkY9++faIjEJEMsW8gIjmQJAnvvfce+vbta/dmRU1s7df0ej1uv/12fPXVVygtLe1U20RERJ6ABU8iko2zZ8+KjkBEMsS+gYjkICcnB7///jv+93//t9O7pdvTr/3lL39BQ0MDPvvss061TURE5AlY8CQi2QgMDBQdgYhkiH0DEcnBBx98AOBC4bGz7OnXpk6ditDQUOzfv7/T7RMREbk7lSRJkugQnsBsNkOn06G8vBzBwcGi4xDJksVigUajER2DOqigoABRUVHs18jp2DeQq7Bfo/ZUV1djx44duO666zp9Lnv7NZPJBL1e3+n2yXPwOpSIPBVHeBKRbHz88ceiIxCRDLFvICI58Pf3d0ixE7C/X2Oxk4iIqGNY8CQiIiIiImqH1WoVHaGZJEk4fPiw6BhERESyxoInEcnGgAEDREcgIhli30BEIlksFvTt2xfLli1z2Dk7068tXLgQgwcPRlFRkcPyEBERuRsWPIlINkJDQ0VHICIZYt9ARCLt2LEDJ06ccOh08s70a4mJibBarfjkk08cloeIiMjdsOBJRLLx448/io5ARAJJkoSCggLU1ta2uJ19AxGJ1FRYvP322x12zs70a1OmTEFYWBg+++wzh+UhIiJyN16iAxB5GkmSYDAY8MYbb6C2thZarRZ//vOfodPp4Ofnh+rqaphMJvznP/9BXV0dLBYL/Pz8EBgYiDlz5iAwMBD19fVoaGhAY2MjAgMDER4eDm9vb9E/GhGR3UpLS/H444+jtrYW9fX16N69O1588UX4+vq2+nhJknDixAm8/PLLqKiogF6vx+LFixESEuLi5ETkzqxWKz799FOMHz8ePXr0EB0HAODl5YWbb74ZH3zwAcrLy6HT6URHIiIikh0WPIlc6OzZs1iwYAHUajW6deuGsLAwNDY24oMPPkBNTQ3q6+vh7e0NPz8/hISEwNfXF2q1GtXV1aisrERqairq6urg5eUFjUYDtVqN2tpaVFZWolevXli5cmWbxYHLMZvNOH36NP71r3/BarVCq9Vi+fLlLi2kJiYmuqwtIpKXRx99FJGRkejTpw8aGxtx/Phx/PWvf0VMTAzmzZvX/LimL42WLVuGxsZG9OrVCz169EBJSQnmzp2LDz/8EFqtVuBPQkTuxGQyIS4uzmG7szfp7Geeu+66C/369ZPVZkpERERyopIkSRIdwhOYzWbodDqUl5cjODhYdBwSYPHixTh06BCGDRuGiIgIqFQqh527vr4eR48eRVFREd544w2EhYVd9hhJknDu3Dm88sorKCwsRE1NDbp06YKgoCBoNBqYzWYYjUasX78egYGBDsvanp07d2LSpEkuaYs6r6CgAFFRUezXqFU1NTV48skncf78eVRVVcHLywuBgYEIDQ1tLm429YP5+flYsGABpkyZ0qJvrKysxIkTJ9DQ0ICKigpotVpUVVXBz88PsbGx6NatW4vH5+bmQqfTITU11eU/L7kH9mvkKvzMQ67C61Ai8lQc4UnkAk899RTy8vIwYcIEBAQEOPz83t7eGDJkCPR6PR566CG8++67bY5wkiQJzz77LAwGAwAgIiICgwYNQkhIyCVF2EOHDuGZZ57Byy+/7PDMrcnPz3dJO0TkPE19zOHDh9GzZ0+MGDECgYGBsFgsMJvNKC0txcKFC1FdXY2wsDB4eXmhpKQEw4YNu6QPCgwMxNChQ1FaWgofHx80NDTA398fPj4+rbY9YMAA7Nq1C2fOnGmeeipJEiorK5tHxwcHB0Ot5hLmRCQWP/MQERE5FwueRE5UXV2Np556CoWFhRg/fjz8/Pyc2l7Pnj1RVlaGe++9Fy+++CLCw8Nb3H/u3Dk89dRTaGxsxLBhw6DX69sdadq7d2/8+OOPaGxshJeX87sLZz8/ROQ8NTU1OHr0KNasWQONRoNx48YhKCio+X61Wo2wsDCEhYWhf//+qK+vh9FohNVqRZ8+fdrd/Vij0XRopLm/vz9GjBiB+fPnQ6PRwGq1Ni8VotVqYbFYUFdXh6CgIISFhWH27Nnw9/dHWVkZPvzwQ1itVmg0GsyYMQNeXl6oq6vDhx9+2Lyesr+/PxYtWoTu3bs74ikjIpk7ffo0Dhw4gGuuucbuJYPa4ojPPEVFRXj99ddx4403Yty4cQ5IRURE5D44pd1FOJXAM5jNZpw9exZvvfUWysvLYTQa0aNHD/Tv399la2E27XJ8+PBh6HQ63H///bBYLFi/fj3MZjP69++PHj16dHiE0y+//IKAgAC8+OKLTk5OSsOpn56rqqoK58+fR2lpKd5//32UlZWhoqIC4eHh6NmzJ8LDwx26bIetJElCdXU1NBoNvL29W/R3F480bRr56e/vDz8/P6hUKlgsFjQ2NsJiscDLywt+fn7w8/ODWq1GZWUljh8/jiuuuALLly8X9vOR87Bfo4ulpqZi4cKFyM3NxciRI0XHucTZs2fRo0cPzJs3D6+++qroOCRTvA4lIk/FgqeL8A+N+5IkCUePHsWqVatQWVmJkJAQBAcHQ6fTITQ0VNjmGRaLBcXFxSgpKYFGo0FwcDAiIyNtnspZW1uL3bt3Q6PRIDIyEvfffz+Cg4Oh0WiaCxo+Pj4OKeh+9NFHuPPOOzt9HnINFgY8S2NjI5555hmcPn0a9fX1CAoKQmBgIPz9/aHT6RASEuK0qeJGoxGhoaFOObetampqsHPnTqxfv77dUamkTOzX6GJXXnklDAYDCgoKHP4ljqM+84wdOxaFhYU4efKk0C+aSL54HUpEnopT2ok6ob6+Hg888ADq6urQv39/hIeHy2ZtOI1Gg+7du3d66qWvry+uvPJKlJWV4dy5c1i6dClqa2tb7Ara0NAASZKg1+sRHh6ORYsW2VUI4PcvROI1NDQgPz8farUaWq0WjY2NePXVV5Gfn4+QkBCMGDECwcHBHnth7efnhx49euD555/HCy+8IDoOETlJaWkpfvzxR9x7771O6e8c9Zln2rRpeOqpp/Dbb79h+PDhDjknERGRO1BMwTM3NxdpaWkwGo3Izc2FXq9HcnIy5s6d69B2kpOTkZKSgpiYGKE5SB4sFgseeughlJeXIyAgAA899BAGDBgAjUaDoqIiPProowgPD8eoUaNkU+h0hovX3muLxWKB0WhEcXEx5syZg4CAADzyyCMYNGhQh0d/9uvXz1GRichGxcXFePbZZ1FcXNy8vq/FYoFKpYJer8e4ceM6tI6mM7S1SZEoYWFh3HCEyM19++23sFqtuPnmm51yfkd95rn11lvx1FNP4fvvv2fBk4iI6CKKmNK+bt06AGhRVMzKykJSUhJCQ0ORk5PjkGllubm5iI+PR05ODuLi4hyag1MJlGnhwoUoKSnBgAEDUFlZiYKCApSVlcHX1xd1dXUYOnQoN69ohdVqRWlpKfLz81FcXIyAgACEhIRgzpw5iIqKavP3pKCgAD179nRtWLIbp34qW2NjIwoKCvDaa6+hsLAQDQ0NiI2NRc+ePV2ySZktmjYekovKykrk5OTggw8+EB2FHIz9GjU5f/48vvzyS9x5550ICAhw+Pkd9ZlHkiQcOXIEV1xxhceOvKf28TqUiDyVvK5oWmEwGGAymbBgwYIWtyckJGDLli2Ij49HUlISMjMzO91WSkqKLHKQfNx666345JNPEBwc3LwGZm1tLRobG+Ht7S2rC3A5UavVCA8PR3h4OKxWKyoqKlBWVoY33ngDRqMRkiQhPDwcDz/8MGJjY6HRaAAAO3bswKxZswSnJ1K2xsZGmM3mNte8tFqtWLRoEQwGAwIDAxEWFoahQ4c2j+qUo8rKStms4QlcGHFaV1cnOgYROVF4eDhmz57ttPM76jOPSqXCgAEDHJCIiIjIvci+4JmWloZFixa1el9cXBwSEhKQlZUFg8HQ5jT0jli3bh2SkpKQlZUlNAfJS9P6dRfz9fUVlEaZ1Go1dDoddDod+vTpA+DCph/FxcVYtWoVzGYz+vXrhxUrVogNSuQGqqurcd9996G6uhr+/v5YvXo1unXr1ny/xWLB/fffD6vVigkTJjhl1JIn0Gq10Gg0KC0tbXepjyY1NTU4evQoevfuzY2OiMhp5DYanoiISCTZLzqYlZWF6OhomEymVu9vmnqem5trdxsGgwEA2i1UuiIHyYskSfjggw+4kY4T+Pn5oXfv3hg3bhyuvPJKnDlzBg8++CCuuuoq0dGIFEuSJNx7773o1q0bEhMTERMT07wGMXBhM6K5c+dCrVZj1KhRiip2BgUFiY5wiZ49e+LJJ59EfX19m4+RJAmPPfYY/vKXv+CNN97AnDlz8OCDD6KhocGFSYnIVqtWrcKcOXOc+rt69dVXO+xckiRh3Lhx+POf/+ywcxIRESmd7AueoaGhMJlMzUVJZ0hLS7vspkOuyEHi1NXVobi4GCdOnMDBgwfx+OOP489//jPKyso4YtfJ/Pz8MGHCBNTW1uKf//yn6DhEilVSUgKVSoW+fftCpVIhMjISffv2xYMPPojc3Fzce++98Pf3x8iRIxW3yVp7RUVRYmJi4O3tjb/85S9ISUlBRUVFi/sbGxvx97//HaWlpbj66qsRHx+Pa665Bmq1GnfffXdzIZqI5Off//439uzZA61W67Q2Tp486bBzqVQqRERE4LvvvuMXKkRERP9H9lPaMzMz250m3lSAbG2ToY7IyMhAcnKyy3KYzeYW/+3j4yO73Wc9SWFhIZ555hkYjUb4+/vD29sbPj4+8PPzw8iRIxEcHCzbNe3ciVqtRlxcHE6ePInnnnsOzz77rOhI1Iq6uroW6xY2FXjYr8lDUVERdDpdi9t69+4NLy8vvPPOO+jatStiY2MV2afV1dXJbkSqVqvF0KFD0bt3b5w+fRr33HMP/Pz8EBYWBo1Gg/z8fISFhWHs2LHN6xRrNBoMHToUp06dwpw5c/D6668jPDxc8E/i2drq18hz5eXl4fDhw3jyySed2s6JEycwbtw4h53vxhtvxFdffYUff/yRM2aIiIiggBGeQPtTzTMyMhAXF2fXKLymEZsdPdYROaKioprXM9TpdFi5cqVNmclxli1bhnnz5qFbt25ISEjAlVdeibFjx2LEiBG44ooroNPpFFkYUCpvb2+EhIRg//79yMvLEx2HWrFy5coW/degQYMAsF+TC61WC6vV2uI2lUqFnj17YtiwYc0jP5VIzrmDg4MxZMgQTJ06FYMGDYKvry8kScKoUaMwYsSI5mLnxXr37o3BgwfjgQcewHPPPScgNTVpq18jz/Xtt98CuFBAdCZHjx694YYbAACbNm1y6HmJiIiUSvYjPNuzevVqAMD69evtOn7lypVITU11aY78/HwEBwc3/zdHQYlz/PhxjBgxgqNrZCQ8PByjR4/Gk08+ifDwcCxevJivj4wsWrQIjz76aPN/nzlzBoMGDWK/JiPuuuZwSEiI6AiXpVarERoa2uHd5Lt3746AgABkZ2fjsccew+rVq1stjpJztdWvkec6ceJE8+hsZ5o+fbpDz9e7d2/ceuut6Nq1q0PPS0REpFQqSaFXR7m5uYiPj0d6erpdHxiadmNPSEhocVtiYiJycnI6PEW+oznMZjN0Oh3Ky8tbFAZIDKvViunTpyMxMZEXmDJSVlaGkJAQNDQ04NSpUzh9+jRUKhVCQkJwzz33oFevXoiIiBAdk/5PQUEBoqKi2K/JxJNPPony8nIMHz5cdBSHa+ob3FF9fT3279+PmpoarF+/nl8YCMZ+jQCguroa/v7+Tm0jIyPD4UVPotbwOpSIPJUiprS3JikpCWlpaXZ/UMjMzGxR7BSVg8QoLi5GQEAAi50y0/T9i1arRd++fXH11Vdj9OjR6NKlC9577z08/PDD+Otf/4ojR44ITkokLzU1NTh27Biio6NFR3EKhX432yHe3t6Ii4uDXq/H/PnzRcchIsDpxU4A3FyIiIjIyRRZ8ExKSkJycvJld1Zvy+rVq7Fo0SLhOUic1NRUdOnSRXQM+oM/jmxSqVQIDAxEz549MWTIEEyZMgUDBw7EkiVL8MQTT7h1EYSoo/Ly8nD33XcjOjrabUduuPuoR5VKhYEDB6KsrAynTp0SHYfIY505c+aStZCdxVlfUOXl5eHLL790yrmJiIiURHEFz5SUFIwePRoLFiyw63iDwQC9Xg+9Xi80B4lz/vx5FBQUIDY2VnQU+gNvb+9271epVOjSpQsmTpyIoqIiPP744y5KRiQ/VqsVjzzyCJ5++mmMGDECffv2FR3JaS7XN7gDjUaDgQMH4umnn3ZZwYWIWkpISMDUqVNd0lafPn2cct6UlBTMmjULdXV1Tjk/ERGRUiiq4Llu3TrExsa2WmQ0mUwdOkdubi7S09ORmJh4yb/k5GQAwJw5c5pvc1YOEqOmpgbz5s3DkCFDPOICWmkqKio69Dhvb2+MHTuWRU9yW42NjTh79mybo5irqqowe/ZsVFVVYdKkSR3eKEepOto3KF3Xrl3h6+uLxx57THQUIo9z8uRJHD582OmbFTX54YcfnHLeG2+8EdXV1di+fbtTzk9ERKQUitmlPSMjAwBanT5uMBiQm5vboXU0p0+f3ubjMjIykJSUhPXr17e5aZGjcpDrNTQ04IEHHkDPnj3RvXt30XGok7RaLcaNG4fdu3fj0UcfxZo1a6BSqUTHIuq0xYsX4+DBg1Cr1dDpdFiyZAkiIyOhUqlQX1+P5557DkePHkWfPn0QGxvL970bUalUGDFiBHbu3Iknn3wSzz//PF9fIhfZvHkzAOCGG24QnKRzrr/+egDApk2b2hy8QURE5AkUMcIzNzcXRqOxzbUys7KyLilQmkwmpKSkNO/GLioHyUNNTQ3mzp2LgIAA9OvXT3QcakNgYKBNj/f29sa4ceNQUlKC+fPnc01PUjyLxYJDhw5h/PjxuOaaaxAeHo6UlBRMnz4dM2bMwJ133omSkhKMGjUKffv29ZhimK19g5I1fZlTUFCA++67jzNHiFzk22+/RVBQEMaPH++S9q688kqnnDcyMhIjR47Epk2bnHJ+IiIipZD9CE+DwYCkpCQkJCQ0Tzm/mNFoRFZWFsrKylrcvm7dOqxevRrr1q275L722mr63z8WLu3NQWJZrVYsXrwYR44cQa9evdCvXz+PKRAoUUNDg81LDWi1WowdOxbZ2dn4+9//jn/+859QqxXxXQ7RJU6fPo3AwEAEBQUBuLDGW58+fVBfXw9JkqDVaj3y/W1P36Bkfn5+mDBhAo4fP445c+YgLCwMS5cuRdeuXUVHI3JbiYmJGDFihMv6msLCQvTs2dMp5161ahX8/PwgSRI/9xIRkcdSSTIfEhUbG9tciGxLTEwM8vLyWtyWm5uLqVOnYsaMGUhLS2v3+OTkZBgMBmRnZ8NkMkGv12PUqFGIi4tDampqp3I0MZvN0Ol0KC8vd9tddOXm+PHjeOaZZ+Dv74+BAwfyeVcAo9Fo91qEFosFOTk50Gg0eP311+HlJfvvcxSvoKAAUVFR7NccKCUlBfX19Rg4cKDoKLLSmb5B6SwWC/Lz85GXl4fevXtj9erVoiO5NfZr5CobNmzArFmzRMcgD8DrUCLyVLKvCLRVQLycuLi4Do+2vFxBtDM5yPUaGxsxb948lJeXY9iwYQgLCxMdiVxAo9Fg1KhR2L9/P2bPno0333wT/v7+omMR2aS6uhp6vV50DJIRjUaDPn36IDQ0FL/++qvoOETkIBx5SURE5FyeNy+O3JokSbj//vuhVqsxefJkFjsVprMjuNRqNYYNG4bw8HAkJyejsbHRQcmIXKO6uhq+vr6iY8iOp47uvFhgYCCqqqq4VjGRE7z22mvYs2ePS9u88847nXr+r7/+Gtdeey2qq6ud2g4REZFcseBJbiUlJQWNjY0YOnSoR65zp3SO2JxDpVKhX79+CAoKwsMPP9z5UEQuYrVam5dVoZa4cc+FL3S8vLxQW1srOgqRWyktLcVDDz2Ef//73y5t9/PPP3fq+cvKypCZmYkffvjBqe0QERHJFStC5Daee+45nDp1CnFxcSx2KpTVanXIeVQqFYYOHYry8nI888wzDjknkbM98cQTCAkJgVarFR1FdhzVNyhdYGAgioqKRMcgcis//PADJElCQkKCS9utqalx6vmvv/56qFQq7tZOREQei1UhUjxJknDkyBHs378fY8aMgY+Pj+hIZCdH7oyq0WgQHx+Pw4cPo6SkxGHnJXKGlJQUFBYWYuTIkaKjyJIn7dDenvDwcLz00kuiYxC5laysLKjVakyZMsWl7UZFRTn1/OHh4RgzZgw2bdrEpTCIiMgjyX7TIqKL1dXV4dy5c6itrYXFYsF7772H4uJiNDQ0YPTo0QgKChIdkTrB0WsXBgQEYMiQIfj73/+Ot956C4GBgQ49P1FnWa1WzJ8/HyUlJRg7dixHd7aB65peEBUVhW3btuHs2bOIjIwUHYfILWzZsgWjRo1CSEiIS9sdMGCA09u48cYb8c9//hNFRUXo1q2b09sjIiKSE5XEr/xcwmw2Q6fToby8HMHBwaLjKE5jYyMefvhhFBYWQqfTwdvbG2q1Gr6+vtDpdOjWrRt3u3QDRqPRKZuTnDhxAidPnsRrr73GjawcqKCgAFFRUezXOmHevHmora3FyJEj4eXF7yDb4qy+QYlKSkrwyy+/oHfv3pg3bx58fHzQ2NiI0NBQ+Pv7i46neOzXPM+RI0dQVlaGcePGubTdDRs2YNasWU5to7q6Gj4+PtBoNE5th+SN16FE5Kl4dUWyV1tbi+TkZAQEBCAhIYEf2shm0dHR8Pb2xn333YeVK1eib9++oiMR4dSpUzh//jyuuuoq9mvUYV26dMGkSZNw8uRJLFmyBBaLBWq1GlVVVfD29sbixYvRr18/fglI1EFXXHGF6AhOwy9BiIjIk7HgSbL37LPPIiAgAMOHD+cFnJsLCAhw2rl79OiBgIAAPP300wgPD8eaNWu4LiAJtWLFClxxxRUsdnaAM/sGJfLz88PAgQMvub2kpATPPfccQkJC8Oqrr/JvJpGMTZgwwWVtlZaWIiAggMuDEBGRR+GmRSRrkiTh9OnTiImJ4YWbB7BYLE49v16vx+TJk6FSqfC///u/OHv2rFPbI2qLxWJBSUkJwsPDRUdRBGf3De6iS5cumDhxIiorK/HII4+IjkMka5IkYfLkyXjzzTeFtG80Gl3STmZmJiIiIvDtt9+6pD0iIiK5YMGTZK2srAwAuN6MgyQnJ7f4Jze1tbVOb8PLywtDhgzB0KFD8fDDD+PJJ5/k7qXkckePHkVISAhHGXeQK/oGd6HRaDBmzBgUFRXh3LlzouMQydaBAwewY8cOmM1mIe0fPnzYJe2MGjUKKpUK33zzjUvaIyIikgsWPEnW8vPzuVGFg7RW4JRr4dMVwsPDMWnSJOTn5+Pxxx8XHYc8SHV1NZ577jn07t1bdBTZkvMXM0qg0WgQGxuLZcuWiY5CJFtbtmwBAEydOlVwEucKCQnBuHHj8N133/ELXiIi8ihcw5Nk7d///jeCgoJEx5ClPxYC0tLSOvzYtu5v7xyuEBIS4tL2/Pz8MHbsWPz44494+umnsXz5cpe2T56noKAACxYsQFRUFLp27So6juy09cWMWq2G1WoFIL6fUoquXbvi6NGjkCSJS8IQtWLr1q3Q6XQYOXKkkPZnzJjhsrYSEhKwdOlSHDt2DP3793dZu0RERCKx4EmyVldXx4LnRdorXF58X1paml0jo5KTk4UWE8xmM3Q6nUvb9Pb2xtixY7Fz507k5+cjKirKpe2Te2tsbERhYSH++c9/4ty5c2hoaMCAAQPQvXt30dGEsHfE5o033oivv/76knOw+Nk2X19fqFQqVFVVITAwUHQcItkpKSnB5MmThW0ct2nTJtxyyy0uaeuWW27B2bNn+eUHERF5FBY8SdYaGxs9fgdjewuXnW1PRCFB1MYkfn5+GDlyJB577DG8++678Pf3F5KD3EdVVRWeeOIJFBUVITAwECEhIRg0aBBCQkI87oLTEdPS2/riy95ze0qhNDAwECUlJSx4ErVi586daGhoENZ+ZWWly9qKj4/HunXrXNYeERGRHLDgSbJWXV3tUcUnOa1XZ8uUeUfRarVOb6MtXbp0QVRUFB599FGsXbtWWA5SPqvVir///e/Q6XSYOnUqvLzc/0+ts/uus2fPOvR8clnGw9lCQkLw+uuv44UXXhAdhUiWRH7uiIyMFNY2ERGRJ3D/qzBSrKKiIlRXVyMgIEB0FIeTU2Gzoy6X2RGFAz8/v06fozP69euHHTt2YPHixVi6dKnQLKRMVqsVDzzwALy8vDBw4EC3H83pqr5s3759Tjmv6GU8nC08PBz79+/nOp5Ef1BYWIiuXbsK/b0YPny4S9srKyvDZ599hokTJ+KKK65wadtEREQicJd2kiWTyYSHHnoII0aMcJsp7e6+67Ajfj6z2ezARLZTq9WIj4/HoUOHUFxcLDQLKdMjjzyCxsZGxMfHu32ByZV92Q033OC0c1/cd7lb/xwaGgpvb28cOnRIdBQi2bBYLBg4cCD+9re/Cc3x7bffurS9oqIizJ49Gx9//LFL2yUiIhKFBU+SnSNHjmDOnDno37+/2+xi7G4X0Zej5J83MDAQQ4YMwcMPP4y6ujrRcUhBnnrqKRiNRsTFxUGtdu8/r0r+Hb8cdyt+Dhw4EEuXLkV1dbXoKESy8Ntvv8FkMmHEiBGio7jUFVdcgZ49eyIzM1N0FCIiIpdw7ysyUpwjR45g8eLFGDNmjNvslu0uF82uIJflC7p3745u3bph3rx5kCRJdBxSAJPJhKNHj2L06NFuv2aniD5tz549Lm8TgFsUPvV6Pfr06YO5c+cK3aCFSC62bt0KAJgyZYrQHGPGjHFpeyqVCgkJCfjpp59cumESERGRKCx4kqxUVlYiIiICOp1OdJROc4cL5c6w52e3Wq1OSGKfK664ArW1tXj22WdFRyEFWLZsGaKiooSvQ+tIf5zqLbJPE/28Kr0v79u3L0JCQpCcnIzS0lLRcYiE2rp1K/R6vcvX0PwjEaOuExMT0djYiG3btrm8bSIiIldjwZNkJTAwEDU1NaJjdIqnFzo7Q06vvVqtxogRI3D48GGOhKDLOnfuHHr06CE6hkPIsQ8bOnSo6Aiye05sNXjwYISHh+O+++5DSkoKR3uSx5o4cSLuv/9+4WvEHzhwwOVtXn/99di0aZPw0a1ERESuwIInyUp0dDSMRqOsRvrZQukXxI6m9OcjMDAQ0dHReOSRRzi1ndpUV1eHuro6BAYGio7SaUr/nXU2JT8/arUasbGxmDhxIioqKvA///M/KCoqEh2LyOUWLFiAFStWiI4hRGhoKG644QbZLCFERETkTCx4kqx4e3tDo9GgsbFRdBSbKflC2JlseV70er3zgtgpJiYGVqsVjz32mOgoJFMnT55EaGio2+/KLtInn3wiOkIzpff1/v7+GDFiBAYNGoQnnniCX+YQCXL77beLjkBEROTWWPAk2bFYLIorHCj9AtjZOvr8VFRUODmJ7dRqNeLj43Hu3DkcO3ZMdBySoTfeeANhYWGiY7i1qVOnio7gdiIjI6FWq7F48WLRUYhcJiMjAzk5OaJjAAC2bNkipN38/Hzccsst+Pjjj4W0T0RE5CoseJKsVFRUQKPRQKvVio7SIXJc606uOvJcWSwWF6WxjVarxfDhw/H000+jrq5OdBySGaPRyIKnk8lt9Lc79P0qlQqDBg3iFznkMSwWC+69914899xzoqMAAMrLy4W0Gxoaiu+++w5fffWVkPaJiIhchQVPkpWmqaFKoPSLXVHaKxR4eXm5OE3HhYaGIjQ0FAcPHhQdhWSmqqoKQUFBomN0mpz7tOLiYtERWiXn56wjdDod6urquIEReYRff/0V5eXlstmwJyIiQki7AQEBmDBhArZs2cIlLYiIyK2x4EmyUVNTg+effx69evUSHeWylH6RKwetFT7lvoh+165dkZaWJjoGyYzValXcMhxKs2fPHtER2qTkvwcqlUqx62YT2Wrr1q0AIJuC55gxY4S1ffXVV+PcuXM4fvy4sAxERETOxoInyYLFYsGDDz6IHj16oEuXLqLjkAtdXCwQNb2ro0JDQ1FWViY6BsmMVqtVdMFICdOzb775ZtER2iX3568tDQ0NsFqt8PX1FR2FyOm2bt2KkJAQDB8+XHQUAMDXX38trO0pU6YgMDCQS1oQEZFbk+/8UfII9fX1WLhwIQoKCtClSxf0799fdKTLUuqFrZwlJycrYuRkU1HAbDYjODhYcBqSCz8/P1RXV0On04mOYhP2ZY6llH7sYhUVFQgODuYIZfIIzz//PAwGA9RqjveYOHEiysrKZL2UEBERUWfxLz4JU1xcjLvuugsNDQ0YP348RowYwYsuD+fv7y86wmV17doVK1euFB2DZCQsLAznz58XHaPDlDCi84/ksqvy5Sjtea2pqYGfn5/oGEQuMWzYMNx2222iYzSLi4sT1rZGo2Gxk4iI3B4LniREcXExHnzwQfTv3x9Dhw6V/dqNTZR2Mas0Slg8PyoqCidPnoTVahUdhWTi8ccfx+nTpxWx8YtS+zCNRiM6Qoc1FZSV8FxLksQvGokEkcPniKqqKlRWVoqOQURE5BQseJLLNTQ0YN68eRg6dCgiIyNFx+kwJVy8Kl1NTY3oCJel1+vh6+uLw4cPi45CMtGjRw9069YNBw4cEB2lXUruw0aMGCE6gl3kXvj09fVlsYM8wtKlS/Hss8+KjtHCr7/+Krx9vV6PDz74QGgOIiIiZ2HBk1zu0KFD0Ov16Natm+goHSbnC1Z3oaTnuF+/fnj++ecVMSKVXGPNmjUoKyuDyWQSHaVVSvr9ckdyff5DQ0NhsViwZMkS0VGInOrtt9/Gjh07RMeQlYEDB0Kr1TbvXk9ERORuuHgLudybb77JYie1Sq/Xi47QIWFhYdBoNDh58iSio6NFxyEXslgsWLRoEfLz81FTUwO1Wg1vb2+oVCpUVVWhtLRUMe9jJfniiy9ER3BLarUaI0aMwO7du1FYWKiov81EHXXq1Cnk5+fjrrvuEh2lhWnTpglt38fHBxMmTMDWrVu5vAUREbkljvAkl/P29obFYhEdo0NY7HStTz/9VHSEDlGpVOjVqxdeeOEF0VHIxR577DEYjUbExcXhhhtuQGJiIiZMmIBx48bhxhtvRGxsrOiIl3CHfmzixImiI3SaXF+H4OBgDB8+HPPmzYPRaBQdh8jhdu7cCQCYNGmS4CQtNeUSacqUKSgsLMSRI0dERyEiInI4FjzJ5TQajWIKnuRaXbp0kW1R4I+6deuG4uJiTmv3MGfPnsWwYcOg0+mgUqmg0Wjg6+sLPz8/RW2sozRdunQRHcEh5Nq/RUREYMCAAXj44YdlsZEKkSP99ttvUKvVGDdunOgoLZSWloqOgOuvvx5//vOf+VmGiIjcEgue5HIWi0X202bkvtGEu2oaXaSE597b2xtarRZlZWWio5CLSJKE+vp6+Pj4iI7SYUr4XeoIjjx0vp49e8LX1xdPP/206ChEDpWamoqCggIEBweLjtJCaGio6AgYNWoU3n//fQwcOFB0FCIiIodjwZNczmg0IiQkRHSMVrHQKdb27dub/78SXoegoCCUlJSIjkEuolKpoFarFTMSRgm/Qx11cd9AzqFSqdC/f38YDAaO8iS30717d9ERLjF58mTREYiIiNwaC57kUhUVFairq5Pdt+yAexUHlOq2225r8d9yf00CAgI48szD+Pj4oLa2VnSMy5L7746t/tg3kHPodDr4+voiLy9PdBQih5DzEkqff/656AgAAJPJhI8//hgFBQWioxARETkUC57kUgaDAeHh4bKf0k7UEX5+ftiwYYPoGORCAQEBqKqqEh2jXe5W7CTX6tWrF1JTU0XHIHKIp556Cn379kVFRYXoKLJ16NAhzJw5E1999ZXoKERERA7Fgie51Nq1a91m8wlyvH379l1ym5yLN97e3qivrxcdg1yIr7kYrfUNSiXnPg0AIiMjUVNTg6NHj4qOQtRpO3fuhCRJCAoKEh3lEsOGDRMdAcCFdTz9/f2xdetW0VGIiIgcis3u+ucAAQAASURBVAVPchlJklBSUoKwsDDRUS4h9wtQT9HQ0NDq7XJ9fby8vNDY2Cg6BrmQ3Nc2lOvvSme11TeQ46nVagwbNgxPP/207EczE7WntrYWe/fuxaRJk0RHaZVWqxUdAcCFL/ImTpyIrVu3KmaNaiIioo5gwZNcxmAwwN/fH35+fqKjkEyNGjWqzfvctZBDymG1WlFaWirLL20A9/4daa9vUCK5v1YhISHo3bs35s2bJ/siP1Fb9u7di/r6etkWPHNyckRHaHb11VejuLgYv//+u+goREREDsOCJ7mEJElYvHgx+vbtKzoKkcOo1WpZb4hAjrV48WIEBgbC19dXdBQip+vbty+sViuOHDkiOgqRXWpraxEXFyfbgqeczJgxA5988gmioqJERyEiInIYFjzJJRYvXgxvb29ERESIjkIy9s0337R7v9xGRQUEBKCyslJ0DHKB8vJyHD58GIMHDxYdpVVy+91wtMv1DUok99dMpVIhJiYGL774ougoRHZJTExETk4OBg4cKDpKq2666SbREZrFxsbi9ttvl+Vap0RERPZiwZNcori4GL169ZLl7uxyv+j0JPHx8aIj2MTX1xdeXl44e/as6CjkZMeOHUO3bt0QHBwsOopHUlrf4C7CwsJgMplExyByS9nZ2aIjEBERuTUWPMklqqqqEBAQIDoGyVy3bt1ER7CJSqVCnz59sHz5ctFRyMnef/99eHt7i47hsZTWN7gLrVYLi8XCdTxJcc6fP4/9+/fL+r1bVFQkOkILOTk5uPPOO3Hs2DHRUYiIiByCBU9yiaCgIJjNZtExLsHRnfJSXl4uOoLNevTogaKiItTW1oqOQk60ZMkSnDp1CmVlZaKjeCQl9g0doYS/QVqtFvX19aJjENkkPT0dw4YNw549e0RHaZPcZgzU1NRg48aN+P7770VHISIicggWPMkl5syZA6PRKDpGC0q40PQ0mZmZoiPYTKvVIiIight7uDm9Xo8XXngBOTk5OHDgACRJEh3Joyixb3AHkiTBarVCrebHRVKWnTt3ws/PD3FxcaKjtOnaa68VHaGF0aNHw9fXF9u2bRMdhYiIyCH4CZZcolevXrIqeLLYKU/Tp08XHcEuEREReOONN0THICeLjo7GBx98gMrKSk75czGl9g0dIee/R7W1tdBoNFzOgRRFkiTs2LEDY8eOlfV7NyMjQ3SEFnx8fDBu3Dhs27aNX+oREZFbYMGTXCIoKEg2U+LkfHFJlyfH169Lly6yKuiT82i1Wjz77LOymtoux98Jcg/FxcUIDw8XHYPIJqdPn0ZBQQEmTZokOoriXHXVVSgpKeFmjERE5BZY8CSXaGxs5JQ4uqyDBw+KjmAXHx8fqFQqVFRUiI5CLqBWq2W9EYY7Umrf0FFyLFpLkoT8/Hw89thjoqMQ2cTHxwfLly/HtGnTREdp1+DBg0VHuMQjjzwCk8mEHj16iI5CRETUaaxAkUucOnUKISEhomOQzHW0YCjH4kBwcDDOnz8vOga5QHFxMYKCgkTH8Cj8MsH1iouLAVxYyoFISbp164annnoKo0aNEh2lXYGBgaIjXEKv18PPz090DCIiIodgwZNc4oUXXkD37t1Fx5BloYz+v3HjxomOYLegoCCkpaWJjkFO1tjYiJdeegldu3YVHcWjKLlv6Cg5/X2SJAlHjx7FkiVLoFKpRMchcku7d+8WHaFNDQ0NoiMQERF1Ggue5HQGgwG1tbWyKHiS+5BTcQC4MMKzvLxcdAxyEovFgqNHj+Kuu+5CWFgY1zUkt1ZWVgZJkji6kxSnrKwMS5cuxeHDh0VHUay3334ber0ep0+fFh2FiIioU1jwJKeyWq14+umnMXjwYK7hSZf13//+V3QEu+l0Ok67dUMWiwWPPfYYZsyYgVWrVqF///4YMmSI6FgeR8l9gy3k8kVOUVERIiMjObqTFGfXrl1YsmQJfvvtN9FRLuu6664THaFVPXv2RHV1NbZt2yY6ChERUaewAkVOdfDgQfj7+3M0FHXI0KFDbXq8XIoDAODv74/a2lrU1taKjkIOYrVakZycDLPZjKuvvhrjxo1Dt27dZFUEktPvgDPZ2jdQ59TU1MDLy0t0DCKb7dy5EwAwceJEwUku78CBA6IjtGrChAnQaDTYvn276ChERESdwk+z5FT/+Mc/0KtXL9ExAHhOYUDJlLwrqFqtRpcuXXDs2DEWZ9zEk08+CQAYNWqUrIqcnkjJfYMS9e3bF7t378YTTzyB+vp6NDQ0wMvLC/feey8GDhwIrVYrOiJRq3bu3Ino6GhF9BlnzpwRHaFVQUFBiIuL4whPIiJSPI7wJKeRJAlGo5GjO6nDqqqqbD5GToXsXr16YdWqVbBaraKjUCdJkoSTJ09i0KBBsi12yum972z29A1kv+DgYAwaNAiSJCEgIADh4eEIDAzE66+/jr/85S84fvy46IhEl6itrcXevXsxadIk0VE6JCAgQHSENk2bNg2DBw9GXV2d6ChERER24whPcpry8nJ4e3tDo9GIjkIK8dVXX4mO0Cnh4eHw9fXF4sWLsWzZMtFxqBNKSkqgVqsRGBgoOsolPKnQ2UTpfYMStTZCrk+fPjAajXjyySfx0ksvoWfPngKSEbXO29sbv/zyi2y/pPqjm2++WXSENj311FOiIxAREXUaR3iS06hUKll96ExLSxMdgS7jzjvvtOs4ORWAYmNjcerUKdExqJPKysoQFBQkOgb9H3v7BnK80NBQ9OrVC6+88oroKEQtqNVqDBo0CAMHDhQdpUM2btwoOgIREZFbY8GTnMbPzw/19fWiYxC5VFhYGOrr63H+/HnRUagT6uvrOTqdhJDTFzhtUalUaGxsFB2DiJzIZDLhhx9+EB2DiIjIbix4ktN4e3tDkiRYLBbRUUghDh8+LDpCp6lUKnTv3h2pqamio1AnBAcHo6amRnQM+j/u0De4i/r6epw6dQrPPPOM6ChEzaxWK6688kqsX79edJQOu+KKK0RHaNeSJUtwzTXXoKSkRHQUIiIiuyim4Jmbm4vk5GQkJSUhNjYW8fHxWLduncPbSU5OhsFgaPN+k8mElJQUpKSkYPXq1UhOTkZGRobDc7gDq9UKSZJkNa2d5K20tFR0BIfo3r07CgsLRcegTggPD4fZbIYkSaKjXMITl+dwl76ho+Q6yrOsrAw7d+5Enz59EBYWJjoOUbODBw9i586dMJlMoqN0WJcuXURHaNfkyZMBANu3bxechIiIyD6K2LSoqbB58UVeVlYWkpKSkJqaipycHOj1+k63k5ubi3Xr1rV5oWEymRAfH4/09HTExcU1356cnIy9e/dyRNcfnDt3Dn5+flCrFVNXJ8EmTpyI06dPi47RaTqdDvX19SgvL4dOpxMdh+zg5+cHHx8fVFVVyXLjIk/jLn2DkkiShIqKCpSWlqKyshJGoxEWiwXLly9H3759RccjamHnzp0AoJgd2gFg165d6NWrl+gYbbq44Hn77bcLTkNERGS7DleizGazM3O0yWAwwGQyYe7cuS1uT0hIwJYtW2AwGJCUlOSQtlJSUtq9PykpCdOnT29R7AQuFGLXrVuHrKwsh+RwB1arFQsXLkT//v1FRyEPILcRbyqVCl26dOHmRQoXFBSEyspK0TFaJbf3PLmXuro67Ny5E7/88guqqqpw1113Yc2aNdiwYQOLnSRLO3bsgK+vL+Lj40VHcRtdunTB4MGDsW3bNtFRiIiI7NKhgucnn3yCkJAQnDx50slxLpWWlnZJsbNJXFwcEhISkJWV1e409I5Yt25du4VTg8GArKysNkd/zpgxgyM8/48kSZg3bx78/PzQvXt30XFIQdzpS4OgoCD8+9//Fh2DOsHf3x/V1dWiYxDcq29QglOnTkGv1+ODDz7Aq6++ivj4eHTr1o1L1JBsFRUVYezYsfD29hYdpcMSEhJER7isRYsW4bHHHhMdg4iIyC4dKnhmZmYCAEJDQ9t8zPfff4/7778fM2fOxMyZM7Fo0SJ89tlnnQ6YlZWF6OjoNtfkaRptmZuba3cbTcXSmJiYNh/TNJqmrcfExsYiKytLUWsHOcujjz6K6upqjBw5khdHZJN+/fqJjuAwjY2N+NOf/iQ6BnXCzJkzUVdXJzpGmzxplKc79Q0dJXIdz5qaGtxzzz3C2iey1ZYtW7B582bRMWxy9OhR0REu689//jP+8pe/iI5BRERklw4VPLOzs7FgwQIEBwdfct+vv/6Kfv36ITExEWlpaUhPT0d6ejpSU1Nxxx13QKPR4IEHHrB7amdoaChMJlOnR3C2p71RpE1yc3PbXSe0qRCanZ3tyGiKU1JSgoKCAowaNQoajUZ0nEt4UoFAiXr37i06gkNIkoTCwkK3+Xk8VUZGBry8FLHUtdvzxN8lkX+vIiIisGbNGlitVmEZiGzl4+MjOoJNuC4xERGRc3V4Dc/WRhosWrQI8fHxyMvLg06nw4IFC5CZmYm8vDzk5eUhMzMTK1euxJ49exATE2PXiM+m8/1x3cwmTYXQtu6/nIyMjA6NojAYDO2OcG0qhjqzMKsEy5cvR3R0NLRaregopED2jqaT247GTTtK9+zZU3AS6oyqqir4+/uLjkGwv28g+3Tv3h0BAQF44IEH0NjYKDoOUbtMJhMkSRIdw2ZKKdB++eWXeO6550THICIislmHCp6jRo1Cnz59mv/bbDZj9OjRSE1NhSRJSElJgdFoxKpVqzB16lRER0cjOjoaU6dOxYIFC5CdnY3NmzfjiSeewL59+2wO2d5U84yMDMTFxbX7mLY0jRztyLFGo7HdEZ5NxdDLTWk3m80t/rnbRVxDQwN8fX1Fx2iT3Apj1NKnn34qOkKnSZKEw4cPY/HixW63pENdXV2L/quiogKA+/ZrpaWl7X7RRa7jDn2D0owcORJqtRqzZ89GbW2t6DhO01a/Rspx5ZVX4vrrrxcdw2ZK2fn8q6++wnPPPcffDSIiUpwOzdVLSUnB/fffj6SkJHz33XdYvXo1YmJikJaWhhkzZmDhwoWXPUdCQgKys7ORnJyMjRs3djo4AKxevRoAsH79eruOX7lyZYc3Guro2pxNI7vaMn/+fGi1WnzyySeYOnUqxowZgyuvvBJjxozB119/DeDCaFWr1Ypff/0VADBt2jTs3Lmz+eJ78uTJ+PzzzwEAw4YNg1arRU5ODgDgpptuQnZ2NoqKihAcHIxrr70WGRkZAIDBgwcjMDAQu3fvBgBcd911OHDgAM6cOYOAgADcfPPNza/NFVdcgS5dumDXrl0ALrx+R48exenTp+Hj44Pbb78dGzduhNVqRWxsLHr06IHt27dDr9fDYrGgqqoKdXV1UKlUCAkJQVlZGSRJgre3N3x8fJo/NAUGBqKxsbH5YqppCQOr1Qpvb2/4+vrCbDYDAAICAmCxWJofGxISArPZDIvFAq1WC39/f5SXlwO4sNmIJEmoqakBcGEEbkVFBWbNmoXz58/jp59+wq233goA+OWXXwBcuLgDLnyTPX78eISHh6OsrAw//PBD84fS3377DXV1dRg9ejQAYNOmTRg5ciS6d+8Os9mMzZs3N29+dejQIZSXl2P8+PEAgM2bN2PQoEGIiopCdXU1vvjiC8yaNQvAhXWciouLMWnSJAAX1qKKjY1Fnz59UF9fj08++QRJSUnw8vJCXl4e8vPzMWXKFADAtm3b0KNHD/Tt2xdWqxUbN27E7bffDh8fH5w6dQrHjh1rXhh/165dCAsLw4ABAwAAH330EW655RYEBATgzJkz2L9/f/NFw88//4ygoCAMHjwYwIUvFxITE6HT6VBYWIicnBzcdNNNAC4s5aDVajF8+HAAwOeff47JkycjNDQUJSUl2LVrF6ZNmwbgwjIYFouleSfVr7/+GmPGjEFERATCw8Oxdu1a3HHHHQCA/fv3o6amBmPGjAEAfPvttxg+fDgiIyNRUVGBTZs2YebMmQCA6upqaDQaVFVVAQCCg4NRW1uL+vp6qNVq6PV6GI1GABdGVWi12uYduIOCglBfX9/qe9bHxwfe3t4t3rMNDQ3NRb0/vmfr6urQtWtX5OTkwMfHB0ajEYcPHwZwYXOzTZs2obKyEpGRkRg+fDi+/fZbAMCYMWNQXV2NAwcOALhwIbRlyxaUl5cjIiJCFn1Ebm5u85pjhw8fRlFREQD37Ne6d+8Of39/1NTUoKampt33iMh+7frrr0dISIjb92vAhS/UlNivmUwmbNmyxeZ+zWg0wtfXV1i/Zjab0atXL5SVlWH+/PmYPHkyAGDChAke0a+RMpSVleHAgQPNfYeSbNy4sfkzjJxdddVVeOutt7Br1y5FFpaJiMhzqaQOzgEpLy9v3iU1Li4O0dHRzfctXLgQY8eO7dAGHQsXLsSqVavsjPv/5ebmIj4+Hunp6Zg+fbrNxzf9LBfvkJiVlYXExETk5ORcMkVepVIhLi6u+cN1W3kWLFjQahHVbDZDp9MhPz+/xVqoPj4+ipnS0hF79+7Ff/7zHwwZMkR0lEtwdKf8zZo1Cxs2bLD7eDms0bpv3z7odDqsWLFCdBSHq6urazF688yZMxg0aJBb9ms5OTn417/+hWHDhomO0i5P6dc62zcokRz6MwCwWq346aefEBUVheXLl4uO43Bt9Wvl5eWtrl1P8vLNN9/g5ptvxkcffaSI4uHFNmzY0PwFkZzl5+ejV69eSElJccg1HLle03Uo+zUi8jQd3o1Bp9M1j074o6a1PDMzM/HGG2+0e56mkSqdlZSUhLS0NLuKncCFtUE7OroTuDCSpiOjPMPCwtq9Pzg42K3/0MTExKC4uBiSJP0/9u48vMkybRv4maTpvqQ7dANadpClLIoiCLSjr47LKAV1XmdcBqrAgApSQJBFFIqCCjrY6jAOOoPY6uiMOuNQEVDZWxbZoSl0gxbapvuS7fuDr3kp3dsk9/Mk5+84PIQsT07S9MqTK/ficNN5yfYuXLggOkK3mM1mFBcXd6q2yMnNjczGUYqOWNfMZjOUyg4vcy2EszQ7AfnXBjlTKpUYNGgQTp8+LTqKTbRW10gefvrpJwCwjCSXk5iYGNEROiQyMhJ9+/bFrl27REchIiLqFKt8mvPz88Phw4exbds2BAYGYv369bh48WKz23344Yfw8/Pr9uMlJCQgMTGx3Z3VW7Nu3TosXry4U/dpbx23xillba3z6QwCAwOhVqtx7do10VGacKbGgJwVFBR06/6if86VlZVwdXWFt7e30BzUfY3T0OW4EYYj6m5toO7RaDSoqqpCQ0OD6ChETfTp0wePPPIIwsPDRUfpNDll/vzzz/Hdd9+JjkFERNQpVhu+otFokJOTg8mTJ+Oll15CTEwMAgMDcffdd+Puu+9GYGAgUlJSuj0VIikpCWPGjMHChQu7dH+tVguNRtPpxmR0dLSlqdmSxtGfXdk8ydGsXLkSp06dsqy7RtRREydOFB2hW8rLy53+Sw9H0adPHygUChQWFoqO0kxiYqLw5r69yb02yJ1SqYSHhwdHP5LkzJw507Jeq9zs2bNHdIQOGzZsmFUGrRAREdlTh6e0d4RGo0FaWhqysrKwfft2HDlyBNnZ2YiOjsaiRYvw0ksvdev4qampiImJaXFkp06n61CjISsrC2lpaUhLS2t2nVarBQDMmDHDMqJzx44dAK6vW9q47mdLGu9745qgzio6OhoKhQIVFRVs/pBT0el0ePrpp0XHICtQKBR44403MHv2bGg0Gnh5eYmORCSUSqWCXq8XHYOIiIiIqEOs2vBsFBsb22zTn+5q/Pa2pWanVqtFVlZWh9bznDp1aqu3S09PR0JCAj744INm+adPn45169YhKyurxX/boUOH2Oy8gb+/P0e7UafJfX2o0tJSREVFiY5BVhISEoIBAwbgyJEjuP322yW/pqcjk3tt6CypbFh0I4PBALVaLToGkcW+ffvg4uKC0aNHy3LdeLntLP/iiy/i+PHjbQ4AISIikhJZfHrLyspCaWlpq2t2ZmRkNGtC6nQ6JCUlWe1NOTY2FnFxcdi+fXuL16enpyMpKckqj+UIKioquI4hdVpkZKToCF3W0NCAuro6BAUFiY5CVvTqq69CrVYjNzdXdBSnJufa4AgqKythMBja3ZiRyJ6WLVuGBx98UHSMLpPb+0p9fT127tzZ5hJfREREUiL5hqdWq0VCQgIyMzMt65bd+F9CQgKSkpKarZ2ZmpqKdevWISEhoVOPdeP/b5aWlob09HRkZWU1uTwxMRELFy7kCM//r6ysDDU1NfD39xcdhWRGLjuWtqS8vBz+/v6yHGVCrVMoFFi7dm2r7wtkH3KuDXJmNpuRn5+PAwcOoF+/fqxvJBkNDQ3Yu3cvJkyYINvXpdzeVyZNmgSz2Yzdu3eLjkJERNQhNpnSbk3x8fHQarVITU1t9TYtbRQUFxcHjUaDadOmtfsYiYmJ0Gq1OHz4MIDra3impKQgNjYWycnJlttpNBpkZmYiKSkJGo0GgYGByM7ORnx8fIem0zuLpUuXok+fPpKa/pmSkuJ0m3zIkcFgEB2hywwGA1xcJF9SqQuCgoLQ0NAAo9EIlUolOo5T1jM514bOktJ09pMnT6KsrAybNm1CaGio6DhEFllZWaitrcWECRNER+kyuZ0zNE7B/+GHH/Cb3/xGbBgiIqIOkPw7bXZ2dpfuFxsbi7Kysg7dtjMfLjQajaQ+jEhNYWEhrl69iiFDhoiOQjLU0mZinSHyd9PT0xOVlZXCHp9sp6amBgqFQrajiBxBd2sDdd61a9dw7do1/PWvf+XanSQ5jTucy7nh2ZlZaFIQFBSE22+/3am+gCIiInmTzhA8kj2z2YykpCQMGTJEkt9as1EtfY888kiX7yv65+vr6wuTyYTLly8LzUHW98orr6Bnz56SG7XuTLpTG6hrcnJysHTpUjY7SZIeeOABvPXWWxg8eLDoKF32+eefi47QaT/99BP+9Kc/iY5BRETUIdL59Eayt2LFCri4uKBHjx6io5BMubq6io7QZQqFAtHR0XjllVdERyErOnfuHPLz8zFgwADRUZyanGtDZ0ipkV1fX89NikiyBg4ciOeff15SX0R1VkNDg+gIncaZDkREJCfyPUsgycnJyUH//v0lfTIkpQ+T1NzFixe7dD+p/FwjIyOh0+lQVVUlOgpZgdlsxtKlSzF69Gi4ubmJjuPUulobqOsMBoPTNJqJROjVq5foCF1SW1uLc+fOiY5BRETULjY8ySrq6+tRXV3NndmpW7q6Zq9UKJVKaDQaTmt3ECUlJXBxcYGfn5/oKE5P7rVBjsxms6S/wCTn9fnnn2Px4sWyXzc7JiZGdIQumTJlCu6//37RMYiIiNrFhidZhUKhgNlsFh2DZG7KlCmdvo9URnc2UqlUMBqNomOQFVRXV8Pd3V10DELXagN1j8lkkuR63ETbtm3Du+++Cw8PD9FRumXnzp2iI3TJHXfcgXPnzqGwsFB0FCIiojax4UlW4erqCm9vbxQVFYmOQiRUbW0tfHx8RMcgK+DoNnJWZrMZer2eSzmQ5JjNZuzZswd33HEHG/KCTJ48GQDwww8/CE5CRETUNjY8yWreeOMNnDhxAuXl5aKjtElqIwLp//z000+dur3UfpYGgwGVlZXcuMtBSL3hKbXXvy11tjZQ99TW1sLV1ZU7tJPknDt3DlevXsWECRNER+m28ePHi47QJePHj4dKpWLDk4iIJI8NT7Ka0NBQrF27FgcPHkROTg6nuFOnhYSEiI7QLTqdDhqNBiqVSnQUIoci99ogN5WVlfD19RUdg6iZ/fv3A4BDNDyLi4tFR+gSHx8fLFq0CPHx8aKjEBERtYkNT7KqmJgY/PnPf0ZRUREOHTrEpid1Sv/+/UVH6Jby8nJucONgWMOkQe61QW7q6+s5nZ0k6Xe/+x2ys7MxduxY0VG6Tc47na9evRrTp08XHYOIiKhNbHiS1fn6+uLPf/4zDAYDd6smm5HidF4XFxcYDAbRMchKPD090dDQIDpGm6T4e0BdI6WfJTciJKlSKBSIjo6Gq6ur6ChEREQkcWx4kk0oFAosW7YMly5dEh2FZGTbtm2iI3RLQEAAiouL2fR0EBqNBvX19SgrKxMdpU1SapTZitxrg9y4u7ujtrZWdAyiJhytCf/YY4+JjtAt//znP7F161bRMYiIiFrFhifZjI+Pj2QbP87QIJCjBx98sEO3k+rPz8fHB/7+/li8eLHoKGQFKpUKb775Jg4fPoyKigrRcdok1d8Ja+lobSDr0Gg00Ol0MBqNoqMQWXz88ccYOHAgTp8+LTqKVXz11VeiI3TL+vXr8fLLLztcI5qIiBwHG55kMyqVCiaTSXQMkhFPT0/REbpt0KBByMnJYaPAQfTu3RvDhg3DgQMHUFBQIDpOmxy56ekItaEtUvvZqdVqeHl54cqVK6KjEFns2bMHFy5cQGRkpOgoVlFTUyM6QrdMmjQJ+fn5yM7OFh2FiIioRWx4ks14eHhIfv07kpa8vLx2byO1xsDNPDw84OnpiZycHNFRyEqWLVuGzZs34+zZsygqKhIdxyl1pDbIlVRrWs+ePfH666+LjkFk8eOPP2LUqFHw9vYWHcUqIiIiREfolkmTJgEAfvjhB8FJiIiIWsaGJ9mMh4cHFAqFZL/BluqHTGd26tQp0RG6ra6uDjU1NQgNDRUdhawoKCgIycnJOHnyJEeuC+AItaElUn4fCg8Px9WrV0XHIAIAXLlyBefOncOECRNER7GawYMHi47QLbfddhvc3d3Z8CQiIsliw5NsRqFQIDQ0lFPiqMPuvvvuNq+XcnMAAIxGI44cOYLo6Gj4+PiIjkNW1qtXL2g0Gly4cEF0FKfTXm0g63N3d4dKpcKCBQug1+tFxyEnd+XKFQwfPhwTJ04UHcVq/vvf/4qO0C1ubm745ptv8NZbb4mOQkRE1CI2PMmmkpKSkJ+fLzoGkV0cPXoUXl5eSE5OFh2FbGT9+vW4ePEi6uvrRUchmZP6FzgAcPvtt6O6uhqPP/44Vq1aJToOObERI0bg6NGj+PWvfy06Ct1g8uTJnNFCRESSxYYn2VR4eDj0ej2qq6tFR2mRHD5wOpN9+/a1ep3Uf1ZlZWWoqKjAxo0boVAoRMchG/Hy8kJERAQuXrwoOopTaas2kO24ublh5MiRGDFiBEc2E1nZuHHjREcgIiJyaGx4kk0pFAqEhISguLhYdBSSAT8/P9ERuuzixYuIiYmBUsmy6uhWrFiB3NxcSa7lKfUvBrpKzrXBEQQGBqKyshJGo1F0FHJC1dXVOHXqFMxms+goVlVeXi46glU8++yzmD17tugYREREzfCTOdncvHnzJL2zsaM2COSotQX85fAzqqysxLx580THIDvQaDTw8fHBtWvXREdpkRx+XzpL7pt7yI3JZEJRURHq6uoAAHq9Hi4uLvxCh4TYuXMnhgwZgi+++EJ0FKtylM3YLl26hO3bt0vyS0AiInJuLqIDkOPr3bs3qqqqoNPpoNFoRMchsomGhgZ4eHiIjkF2EhoaimvXriEkJER0FJIhKTelr1y5gqNHj8LV1RV6vR5BQUGorKxEcHAwl+sgIfbs2QMAuOOOOwQnoZZMmjQJ//nPf3DixAkMGzZMdBwiIiILflVPNufi4oLVq1fjyJEjkp0OJ+UPn84kLS2t2WVy+dkoFAo2A5zIzJkzUVFRITpGq+Tye9NRLdUGsj69Xo8TJ07g3XffxaeffoqPP/4Yf/zjH/Hmm29i06ZNouORk9qzZw/69++PHj16iI5iVQkJCaIjWMXkyZMBAD/88IPgJERERE2x4Ul20b9/f/j4+KCgoEB0lFY5WoNAju6+++4mf5fTz8RgMECtVouOQXbi6uoq2S9wGsnp96c9N9cGOZPyz+XkyZMICwtDWFgYAMDT0xNDhw5FWFgYVCqV4HTkjKqqqpCZmYkJEyaIjmJ1//nPf0RHsIqRI0ciODgYly9fFh2FiIioCTY8yW4WLlwo+ZMhKX8QdQa+vr6WP8vpZ6HX62E2m+Hq6io6CtlJVVUV3N3dRcdoV0pKiqx+l1pzY20g26iqqkJJSQnefPNN0VGILPR6PZYtW4Zp06aJjmJ1lZWVoiNYhUqlQn5+PtauXSs6ChERURNseJLdGI1GuLhIf9lYR2kQyFFjQ1xuz39BQQHXcnQyOp1OVmu2yu136mZS/7Kso6T8c8jPz0dERIQs3qfJefj7+2P58uWIj48XHcXqHGmKPr/wJSIiKWLDk+xmy5Yt8PT0FB2jw6T8wdRRHTlyRHbPe0VFBc6fP49Vq1aJjkJ2JMfdguX2u3WjI0eOiI7QbVJ+/s1mMwoKCrBkyRLRUYicRmxsrOgIVmUwGFBUVCQ6BhERkQUbnmQ3lZWV8PHxER2jU6T8AdURLVq0SHSETikvL8fBgwfx+uuvc4Snk1m0aBEKCwslv46no7j33ntFR+gWqb+XlJSUwN3dHYGBgaKjEFlUVlZi9erVOHfunOgoNvHtt9+KjmA1ZrMZ/fv3x1NPPSU6ChERkQUbnmRXctzFWuofVB2F3J7n3NxcS7OzX79+ouOQnfn7+6NHjx44ePAgm57UJjnUtgsXLqB3796iYxA1sWfPHixbtgyZmZmio1A7FAoFRo4ciR9//BF6vV50HCIiIgBseJIdeXp6oqKiQnSMLpHDB1Y5a3x+5bLkwYULF3Dx4kWkpqaib9++ouOQIO+88w68vb1x4MABfsCzsUOHDomO0CVyeO8oLi5GfX09VqxYIToKURM7d+4EAEyaNElwEtsYM2aM6AhWNXnyZFRVVbFBTUREksGGJ9nN8uXLkZeXh7q6OtFRSEJubAiYzWaBSTqmpqYGOTk5eP/99+Hv7y86DgmkUCiwceNG+Pv7Y//+/Wx62pCbm5voCB3WuPGdHJqdRqMRJ06cwJo1a2Q5A4Mc286dOzFkyBCH2tznRo52PtzYmG5sVBMREYnGhifZjY+PD/r27Yv9+/ejpqZGdJxOk8OHV7m5+Tmtra0VlKTjCgoKEBERAW9vb9FRSAIUCgXeeustBAYGIjMzEyaTSXQkhzRs2DDRETpEbu8TFy9ehL+/P6KiokRHIWri2rVrOHr0KCZPniw6is388ssvoiNY1aBBg/D4449j4MCBoqMQEREBYMOT7Gzt2rWIiYnBzz//jLKyMtFxSCC5NQYa1dXV4YknnhAdgyTmrbfeglqtxsmTJ0VHaZNcf+/kQG7PrclkglarxWuvvSY6ClEzAQEBOH78OObOnSs6CnWQQqHA3/72Nzz88MOioxAREQFgw5MEePXVV7Fu3TocPnwYOp1OdJxOkdsHWqlq7XnUaDT2DdIFDQ0N8PLyEh2DJEahUODdd99FSUkJrly5IjpOm+RYx7744gvREdokx+e0tLQU3t7eCAgIEB2FqBmlUolbbrnFodfJ/s1vfiM6AhERkUNjw5OE6NOnD9asWYMjR47IYt1Gsp62GgOVlZV2TNJ5ZrMZVVVV8PX1FR2FJEitVuOtt97CL7/8goaGBtFx2iS3Bp2UNy2R23PZ6OrVqwgODhYdg8hp7dq1S3QEqzOZTPjPf/6DjIwM0VGIiIjY8CRx+vbtC5VKxantTqS9xoDRaLRTkq4pLi6GUql02A0UqPtCQ0MRGRmJ06dPi47SLjk16rhBmPXpdDrMmTNHdAyiZvLz8xEbG4uvv/5adBSbcsTzX4VCgRkzZmD16tWioxAREbHhSWKFhISgtLRUdIxOkVOTQCo6umOxi4uLHdJ0TWlpKY4fP47Vq1dzN2NqU3JyMkpLS3H58mXRUdoll3p29epV0RFaJJfn72Zmsxnl5eX88oYk6YcffsCRI0egVqtFR7GpoKAg0RGsTqFQYNKkSdi3b58sNqIkIiLHxoYnCTV9+nTo9XrRMTqtow086lxDQKprY+bm5iIzMxPr169Hr169RMchiVOr1XjnnXdw4sQJ1NfXi47TLjnUs3379omO0IzUn7O2VFZWwsPDA66urqKjEDWzc+dOqNVqjB8/XnQUmxo3bpzoCDYxadIkNDQ0YO/evaKjEBGRk2PDk6gbGhsFcv7ga0udfV7Ky8ttlKTrLl68CK1Wiw8//BBRUVGi45BMhISEICIiAufPnxcdpcOkXMceeOAB0RGakPJz1RH5+fno2bOn6BhEzZjNZnz//fe47bbbJPslqLX861//Eh3BJhrXXP7hhx8EJyEiImfHhicJZTAYoFQ6xsuQzc+mHOF5KC8vx/nz5/H+++/Dz89PdBySmbVr16KgoEDyGxjdyBF+b21N7s9RVVUV8vPzsXz5ctFRiJopKyuDm5sbJk+eLDoKdVHv3r3xt7/9DYmJiaKjEBGRk5PugnnkFNzd3WU5pb09N34gdsYTvq42BDw9Pa2cpOvMZjOOHTuGVatWcVd26hI3NzcEBwejuLgYERERouN0WEpKiuTq1pEjR0RHACD/Zmd1dTUOHDiAoUOHwsfHR3QcomYCAgJw/vx5GAwG0VFsbuTIkaIj2Mzjjz8uOgIRERFHeJJYISEhDrlL5Y2cbdSno/xbL1++DBcXFwwcOFB0FJKxp59+GhUVFaJjdJqz1a2OkPPzYTQacfHiRezduxcDBw7EihUrREciapOUNzEkIiIieWDDk4SKiIiAXq93+KYnIO8Pyx3V3X9jTU2NlZJ0j16vx+nTp/Haa69xR3bqFl9fX1nvVCuVxqfIkVBSeQ66qrCwEN9//z1KSkrw3nvvYeXKlaIjEbVIr9dDq9WKjmE3Uhm5bgsGgwEzZ87EW2+9JToKERE5MTY8SSiFQoGBAwfil19+gclkEh3H5uT8obk9jvJvM5lMOHLkCMLCwhAeHi46DsmcyWRyiHWK5d706wpH+DcbjUacOnUK7777LlJSUhASEiI6ElGr9u3bh5iYGHz88ceio1A3ubi4YPfu3di2bZvoKERE5MTk/ymMZG/58uXw8PDA2bNnYTabRcexObl/gG6Jtf5NojcGMplMOHbsGJRKJTZs2CA0CzkGvV4PlUolOobViGoC/vOf/7TbYzlCo7NRWVkZvLy80KNHD9FRiNr13XffAQDGjx8vOIl93H///aIj2NSkSZOQmZmJ8vJy0VGIiMhJseFJwikUCrzzzjsoLS3F0aNHYTQaRUeyOUf5QG3tf0d1dbXVjtVZZrMZR48ehV6vx+bNmzmVnazCxcXFITffsHf9GjdunM0fw1Hq8o0cYXQxOY/vvvsOffv2RZ8+fURHsYt9+/aJjmBTkyZNgslkwp49e0RHISIiJ8UVwUkSPD09sWXLFsybNw+7d+9G//79ER4e7vBNp8YP11LbEbkl9mgEiGwMXbhwAQ0NDfjggw8cakQeiRUZGYnS0lJcuXLF4UbZ2XM39+DgYJse39EanY2qq6vh5uYmOgZRu65evYqsrCzMmjVLdBS7uXbtmugINnXXXXdBqVTi9OnTDj+alYiIpIkNT5IMlUqFd999F4WFhXj55ZdRUFCA0aNHO0XzScqNT3s2AkT9rCsqKnDp0iV89NFHTvF6I/vx9fXFu+++i9mzZ6O2tha9e/d2qC9y7NX0tNXGdo7a6ASuf4GUnZ2N1157TXQUonYZjUa89NJLuPfee0VHsRt/f3/REWwqNDQUpaWlwpcrIiIi56UwO8OiiRJQUVEBPz8/lJeXw9fXV3QcyTObzZg7dy4qKytx6623OlUTqqPNA3s0Se3dDBC1wcuJEyfg7u6OdevW2f2x5Sw/Px+RkZGsax1QXl6O559/HkqlEiNHjoSrq6voSDZxcz1qq4Z0pna5ubmhvr6+y7k6kseR6PV6HD16FB4eHti4caPoOLLCukb2UldXB3d3d9ExyAnwcygROSs2PO2EbzSdZzabMXv2bCiVSgwbNkx0HLtrrRnQ0gd2WzQ9RTQGSktLERAQYNfHNJlM+P7777Flyxb4+PjY9bHljo2BzjGbzViwYAEKCwsxZswYeHt7i44kCR2pX4899lindvt1lsZmI4PBgIKCAhQXF6Ourg41NTUICwvDO++8w3U8O4l1jexl27ZteOyxx0THsDmTyYSKigpoNBrRUZwWP4cSkbPilHaSrMbNjJ588knk5eUhMjJSdCS76swH9u5MK3W2xsDNysrK4OnpyWYn2ZxCocD69euxfPly7Nu3DyNGjLD52pRyYK3R6s5ay8rKynD48GEEBgbipZdegp+fH4KCgpxqZgTJW3Z2Nr788ks8/vjj6Nmzp+g4ZEUmkwl9+/bFmDFjsH37dtFxiIjIybDhSZKmVqvx7rvv4rnnnoNer0d0dLToSJLV0aanlJsCHh4edn/MixcvIiIiwu6PS85r5cqVuHz5MubNm4d+/fqhV69eoiNJQlu1qba2FnfddZf9wshEUVERjh8/jnXr1jnNztbkeL788kssWLAAd911l1M1PG+55RbREWxOqVRi0KBB2LFjBwwGA1xc+NGTiIjsh+86JHn+/v748MMP8eyzz6KqqgpDhgzhyJVW3NgwaGx+SrnBeTN7b+ZSVFSE8vJyvPfee3Z9XKKePXviww8/xHPPPQej0cgvc9rhSBs9WUtVVRWOHz+Od999F6GhoaLjEHXZN998g9DQUIwcOVJ0FLtylvU777nnHnz77bc4dOgQxo0bJzoOERE5ES7sRLLg7e2Nv/zlLzCbzfjpp59QW1srOpLkpaSkyKrZCQA1NTV2e6zy8nIcP34cb7/9NkcckBC+vr5ISUmBVqvF1atXRceRNHvWBjnQ6/U4dOgQBg8ezGYnyVp5eTl+/PFH3HvvvU633uyhQ4dER7CLe+65BwDw73//W3ASIiJyNs51ZkGyplar8d577yEyMhJZWVkwmUyiI5EMmUwmaLVaHDhwAGvWrEGPHj1ERyIn5u3tjbfeegtHjx5FRUWF6DgkE2fOnEFwcDBWrlwpOgpRtzROdb7vvvtERyEb6devHx577DH069dPdBQiInIyHNZEsrNmzRrMmDEDOTk5iImJER2HrMjPz89mxzYajcjPz0dOTg48PT2xZcsW7lRJkhAeHo5hw4bhwIEDGDNmDHeybYEta4PclJSU4OrVq9i6davoKETd9pvf/Ab79u3D0KFDRUexu3vvvVd0BLv5+9//LjoCERE5IY7wJNlRKBTYsGEDsrOzObXdwdhq2mpBQQF++OEHlJSUIDk5GR9++CGbnSQpy5YtQ3JyMg4dOoSzZ8/CaDSKjiQpnNJ+ncFgwNGjR7F27Vq4urqKjkPUbSqVCrfddhu8vb1FR7G7rKws0RGIiIgcGhueJEu+vr7o168fDh06hLq6OtFxyEr0er3Vj5mbm4sLFy5g48aNeP/99xEZGWn1xyCyhujoaPz1r39FTU0Nfv75Z9TX14uOJBm2qA1ydO7cOYSEhKB3796ioxB1m9lsFh1BqCtXroiOYFf79u1Denq66BhERORE2PAk2Xr99dcRHh6OH3/8EXl5eVzT0wGoVCqrHq+mpgZnz57Fpk2buFYnyYKnpyc2b96M8PBw7N27l03P/8/atUGOysvLUVhYiDfeeEN0FCKrWLFiBe644w5UVlaKjiKEj4+P6Ah2tWzZMsyePZvn60REZDdseJJsKRQKJCcn47333kNBQQF2796NgoICnkjJmLWnmefl5SEqKgoBAQFWPS6RrSUnJyMsLAwnT54UHUUSuAQFcPr0aQwcOBDu7u6ioxBZxVdffYVr1645XeOvUePu5c7innvuQXFxMY4ePSo6ChEROQk2PEn2QkJCsGXLFqxbtw65ubnYu3cv13uTqbKyMqseT6fTYfbs2VY9JpG9JCcnQ6fToaSkRHQU4axdG+SmtLQUtbW1WLFihegoRFaRn5+PY8eO4de//rXoKMKkpaWJjmBXjQ3eb7/9VnASIiJyFmx4ksOIjIzEli1bEBUVhZ9//tlpp0jR/zGbzZwKS7Ll4uKC119/HceOHeMalk7MbDbj1KlTeOWVV6BU8rSNHMM333wDALjvvvsEJyF7GTJkCHr16oV//vOfoqMQEZGT4JkzORSFQoHVq1fjlltuwYEDB1BdXS06EnWCtadqqtVqbmpFshYdHY2ePXviwIEDKC8vFx1HGGeexn3p0iWoVCoMHDhQdBQiqzEYDBgwYADGjx8vOoowgwcPFh3BrhQKBbZs2YK//e1voqMQEZGTYMOTHNIrr7yCQYMG4cCBA6itrRUdhzqIozGJmtuwYQN69eqFzMxMHDhwwCnXKnbW2lBZWYnz58/j7bffhkKhEB2HyGpmz56NM2fOwNXVVXQUYfz8/ERHsLvJkyejX79+omMQEZGTYMOTHNbKlSvRr18//PTTTygqKhIdhzrAmiNyzWYzKioq4O/vb7VjEomgUCjw6quv4u9//zsWLFiAgoIC/Pjjj6iqqhIdzW6ccbS+2WzGsWPHMHjwYKdsjBA5un379omOQERE5NBk0/DMyspCYmIiEhISEBMTg1GjRiE1NbVbx9RqtUhMTLQcNz4+HuvWrWvzPjqdrsl9EhIS2r0PifPqq6/irbfewtmzZ7Fv3z5cuXLF6UZGOauSkhIolUqEhISIjkJkFUqlEoMGDcKHH36Ivn37coM2B1dYWAilUsmNisjhfP/99yguLhYdgwTZvn07hg8fzrX2iYjI5lxEB+iIxsZmSkqK5bKMjAwkJCQgOTkZmZmZ0Gg0nTpmeno6Dh061OSYADBq1CikpKQgOzu72X2ysrKQkpKC5OTkJo+Xnp6OUaNGITMzs1MZyD4iIiLw8ccf4+zZs1i3bh1++eUX9OvXD1FRUdwAQmJ8fX2tcpza2locPXoUb7zxhlWORyQ1K1euxMyZM1FZWQlPT0/RcWzOWrVBLkwmE86ePYsNGzZwKjs5lLq6Ojz00EOYPHkyvvrqK9FxhPrVr34lOoIQCoUCx48fx3fffYepU6eKjkNERA5M8t0erVYLnU6HmTNnNrk8Li4O33//PbRaLRISEjp1TJ1Oh+3btyM5ObnZdR988IFl5OfNkpKSkJKS0qy5OnXqVMuoT5ImhUKBgQMHYsuWLXj//fdRVFSE/fv3c+djienKBkNGoxG1tbWorKzE1atXcfr0afz4448YMGAAevXqZYOURNKgVCphNBpFx7ALZ9p8zGQy4cSJE9BoNAgLCxMdh8iqMjIyUFVVhYcfflh0FOFOnTolOoIQ99xzD9RqtdM3vImIyPYk3/BMSUlp1uxsFBsbi7i4OGRkZECr1Xb4mIcPH0Z6ejqSkpJaPCZw/YTsRllZWYiOjm71mNOmTWt2H5KmwMBAfPjhh/D398eBAwecpmEgBw0NDR26nclkQl5eHvbt24cdO3Zg//79OHLkCHJycqBUKvHRRx/h1VdftXFaInHMZjNKSkqcZo3ajtYGOTIajairq0NdXR2uXr2KzMxM1NXVYdOmTaKjEVndF198AZVKhfvvv190FOHy8/NFRxDC19cXkydPxjfffOPQtZ2IiMST/JT2jIwMpKamIicnp8Vp67GxscjIyGi3IXmjgIAAaDQaBAYGtnqbmx9Lq9W22dAsLS3t9LR6EkehUGDDhg2YM2cOTp8+jaFDh4qOREC7SwxUVVXh8uXLyM3Nha+vL5YtW4ZevXo57Q7O5LyuXr0KV1dXeHh4iI5iF464/MjVq1dx9OhRmEwmuLi4QKFQwNPTE0FBQVi7dq1D/pvJuRkMBnz11VeYNGkSAgICRMcRzhmWI2nN1KlTkZubi7y8PMTExIiOQ0REDkryDc+AgABkZWVBq9VaRl92V2xsLMrKylq8LisrC8D1KfM336dx+nxaWlqz+6WkpGD69OlWyUf2oVAo8NZbb+F///d/ERkZyV1wJaClLw2MRiMuXLiA/Px8KBQK9OzZE5s2beJmROTUCgsL4e3tLTqG3TjaF4qFhYU4deoU3nnnHU5bJ6fy8ccfO80XNe158MEHRUcQ5qmnnsIzzzzDNYqJiMimJN/w3LFjB7RabaujNxunslurGZqUlITo6Ohm63tGR0dj5syZSE1NRUxMDFJSUixN0YyMDOh0uhbXBL1ZRUVFk7+7ubnBzc3NKtmp81xdXdG/f3+cO3cOY8aMER3H6ZWWljYZ9VFRUYGsrCz4+/vj/fffd5rpu1JVX1+P+vp6y98bd1hlXbO/AQMGoKysDPv374e3tzdUKhWUSiUUCgVcXFzg5uYGDw8P+Pn5OcQI6Jtrg5zV1tbi5MmTeP/999ucaUL20VpdI+tzcXHBvffeKzqGZGzbtg2PPfaY6BhCOML7EhERSZ/kG54A2pyqnp6ejtjY2A5PZ2+NVqtFcnIyoqOjsWPHjhZvk5KSgpiYGCQlJSE+Ph4zZ85ETEwMYmNjm+323prIyMgmf1++fDlWrFjRrezUPStXrsRvf/tbh/pA7QiMRiMOHz6MZcuWYciQIaLjEIA1a9Zg5cqVzS5nXbM/Dw8PbN26FZcvX0ZpaSkMBgOMRiNMJhM+//xzVFZWorq6GrW1tRg4cCDCw8NFRyZcr2uZmZno27cvm50S0VpdIyLbO3PmDBQKBQYMGCA6ChEROSCF2Ww2iw7RVevWrUNSUhIyMzO7PMIzPT0dhw4dsowijY+Pbzad/WapqamWHdk1Gg3S0tLavU9FRQX8/PyQl5cHX19fy+UcCSUN586dw8qVKzF+/Hh+6yxQTU2NZU2rc+fOobq6Gps3bxacihrdPBKqoKAAgwcPZl2TsMuXL2PBggWIjIzs9heDIt1YG6SutrYWRUVF8PDwQFBQkOU9paGhAYcPH4aPjw82btzIqZwS0VpdKy8vb1LXqHt+/vlnvP7663jzzTcxaNAg0XEkITMzE6NGjRIdQ5jy8nIEBwfj0UcfxdatW0XHcWiNn0NZ14jI2ci24ZmVlYVRo0YhLS0NU6dOtdpx4+PjodFo8MEHH7S4ZlhSUhJiYmIwc+ZMJCUlYd26dQCAmTNntjnKk2800vfHP/4R1dXVGDNmDJuedlReXo66ujqo1Wq4urrCzc0Nubm5yMnJwZYtW5xqnUK5yc/PR2RkJOuaxFVXV+MPf/gD+vTpg969e4uO0yUNDQ1wdXUVHaNNJpMJJ06cQFFREXr06IGamhrodDr06NEDarUahYWFiIyMxJtvvslmp4SxrtnGc889h5SUFOTn53Pd2v8vLy+v2QwJZ3Pffffhxx9/RHFxMdzd3UXHcVj8HEpEzkq2W4AmJCQgJSXFqs1OAEhLS0N6ejoSEhKaXRcfH2+Zyg4AycnJyMzMRHR0NFJTU1u8D8nHxo0b4eXlhX379qGurk50HIdXW1uLgwcPIjMzE/n5+Th79iwKCgqQkZGBqqoqbN68mc1OIivw8vJCamoqLl26hGPHjqGqqgpy+66zqqpKdIQ2mc1mHD58GEajEdu2bcOmTZvw5z//GZ988gl8fX3h5uaGzZs3Y/369Wx2ktNpaGjAZ599hkmTJrHZeYOffvpJdAThpk+fjsrKSvznP/8RHYWIiByQLNbwvFlCQgISExMtjUdr0mg0mDp1KtLT05GRkWGZqr5u3TrExsa2uHt7dnY2EhMTkZqa2uQ+JC8KhQIbN27EkiVL8OOPP2LYsGEIDQ0VHcshGY1GHDx4EBEREUhNTYVSef27l23btnH0E5EN+Pj44KOPPsKiRYtw6NAhNDQ0wM3NDWq1Gm5ubvDz80NoaChHfnTR5cuXodfr8cEHHzSpXx4eHlizZo3AZETi7dixA6WlpXj88cdFRyGJefDBB+Hu7o5PPvkEDz30kOg4RETkYGTX8ExKSsKYMWOwcOHCLh9Dp9OhtLS01fXMGi/fsWOHpXmZkpKCzMzMVo+ZkpKCw4cPN7kPyY9CocCaNWtQWFiIF198EVevXkVUVBS8vLxQX1+Pmpoa1NbWQq1Ww8fHB15eXqIjy9KJEycQEBCA5OTkJpdPnjyZzU4iG1Gr1Vi/fj0AoK6uzlLPqqur8f7771u+hOjfv7/lSwip8PHxER2hVdXV1Th58iTX5SRqxaVLlxAQEICHH35YdBRJmTx5sugIwvn5+SElJQXDhw8XHYWIiByQrBqeqamplvUzb6bT6Vpcc7Ml/v7+AICysrIW79O4c6pOp7NcptVq2z1+YmJim01Rko+wsDD85S9/wbJly5CZmWlZP87T0xMeHh7Q6/WW18+QIUPg4eEhOrJs5ObmQqfT4a9//Wuz67KzszmqlsgO3N3dm6yXtmHDBtTW1uL555/Hnj17MHLkSPj5+QlM2FR9fT3UarXoGE2YzWZcvXoVv/zyCwYNGoSePXuKjkQkSbNmzcKMGTMk9zssGs95rvvd734nOgIRETko2TQ809PTAaDFZqdWq0VWVlaH1/PUaDQICAhotYGZnZ0NAE12ToyOjrbs5N6a7Oxsp95t0dF4eHjgzTffbPV6o9GIJUuWYO/evbj11lu53uT/19DQgKqqKjQ0NMDLywteXl5QKpUwmUzIz8/H+fPnkZKSAheX5uXn0qVLuP322wWkJiIPDw+kpKTg7NmzWLp0KXr27Im+fftKYiOJhoYG0REszGYzCgsLkZ2dDYVCgbVr16JPnz6iYxFJGpudzfGch4iIyLakNWetFVlZWSgtLW11zc6MjAzExsY2uUyn0yEpKQkZGRnNbj9z5kzs2LGj1cf77LPPoNFoMG3aNMtlU6dORVJSUqv30el0yMrKanIfcmwqlQrJyckYNGgQ9u/fj6KiIstGILW1tZaNeE6dOoXs7GwUFRXBaDQKTm0bNTU1yM7Oxs8//4xdu3bh7NmzyM/Px5EjR/Df//4XP/zwA3bs2IH8/Hxs3ry51S8bpL4LM5EzGDBgALZu3QoXFxfs2bMHp0+fhl6vF5rJ1lPF9Xo9Ll++jIsXL7a6QZLZbEZRURH27NmD3NxcrF69Glu3bmWzk6gNu3btQnV1tegYksRznv+ze/dujB492jLohIiIyBoUZolv1arVahEfH9/qupilpaXIyMhAWVlZk8vXrVuHpKQkaDSaZtcB16efJyQkNDtuQkICMjIy8P333zdroiYkJFjWHbyxYZOVlYWkpCQkJyc3u0+jiooK+Pn5oby8nJtCOKCcnBwsX74cdXV1MBqNUKlUCAoKwm9/+1u4urpi27ZtqKioQFlZGYKDgzFgwADZr/9pMpmQm5uL/Px81NXVoUePHliwYAEiIiKarP9nNpuh0+ng4eEhiZFiZD35+fmIjIxkXXNgNTU1SEpKwrVr1zBq1KhWf856vR7FxcUwGo1QKpVwcXGBRqORxe98fX099u/fD09PT7i7u6OoqAi+vr6IiYlBQEAAAODq1avIzs6GXq/HqlWr0KdPH67X6aBY16ynuLgY4eHheOKJJ7BlyxbRcUjCMjMzMXr0aKxYsQLLly8XHcfh8HMoETkryTc8Y2JioNVq27xNdHR0s28Es7KyMGXKFEybNg0pKSkt3i89PR3bt29HQEAASktLodPpEBsbi8WLF7c6Ai0jI6PZ8aKjo5ttvnIzvtE4vsbGnpeXV6vf2tfX12PFihW4cOEChgwZgrCwMDuntA6DwYDMzEwoFAosW7YMUVFRVvnwn5aWhoSEBCskJHtgY8B5rFq1Cr/88gsiIyMRExMDtVoNk8mEsrIyXLp0CVevXkVwcDDUajXMZjP0ej1KSkoQEhKCgQMHdrvxWVZWZll/25rMZjMOHz4MPz8/yxImJpMJJ0+eRHJyMqqrq6FQKODr64sFCxZgyJAhbHQ6ONY161m/fj0WLFiAnTt3YtKkSaLjSA7Pef6P2WzG0KFDUV9fj/Pnz7POWhk/hxKRs5J8w9NR8I2GbnTt2jXMmTMHERER6Nu3r+R2RG7Pzz//DI1Gg7ffftuqJ6Xbtm3DY489ZrXjkW2xMeBcqqursWjRIhQUFEClUsFoNMLb2xtRUVF45ZVXmn3R09DQgJdffhkXL17EwIEDERER0eV6UVpaahltaS16vR5nz55FeXk5/vKXv7RYh00mE/R6Pdzc3Kz62CRdrGvWYTabMWTIENTV1eHChQuyO8+xB57zNLV27VosXrwYP/30E+644w7RcRwKP4cSkbOSzaZFRI4kKCgIW7Zswbx587Bz505ERUUhLCwMXl5eVv9Wu7y8HHl5eSgvL4eHhweCgoIQHh4OlUpluU1NTQ0uX74Mg8EAHx8fhIaGNrn+RnV1daitrW1xl/XuamtTMCISy8vLC5s2bYLZbEZNTQ3c3d1brRPA9fXp3njjDVy7dg3z589HXl4e+vXrh6CgoDbrnNFotCwPolar4e7u3uGGY3V1NUpKSlBdXQ2DwQCTydTkP6PRCIPBgPr6euj1ekRERCAlJaXVZoxSqWSzk6gLDhw4gNOnT+PVV19ls7MVPOdp6oknnsB7772HK1euiI5CREQOgg1PIkE8PT3xwQcf4Nq1a1i9ejUOHToEvV6PoKAgBAcHIzQ0tMmIKbPZjIqKChQXF6OkpARKpRJ+fn6IiIhocT1Qg8GA06dPo7i4GL1790ZSUhIqKirw1ltv4dy5cwgNDYWbmxuKi4sta3C6u7ujoKAAJ0+eRJ8+fdCnT59mDY2ysrJWl3zorqioKJscl4isR6FQdGoN4qCgIHz00UdYsWIFzp07h6ysLPj7+8PHxweurq4wmUyor69HdXU1qqqqLCMqXVxcLJslRUdHw9XVtdWdnqurq3H69GnodDqEhITgiSeesNxepVJZ1hV1cXGBm5sbPD094ePjw2mTRDYyfPhwfPLJJ7jrrrtER5EsnvM0FR4ejkuXLrFBTkREVsMp7XbCqQTUEdXV1dBqtfjTn/6Eq1evQq1Ww8fHByaTCVVVVVAqlejRowf++Mc/wmQy4U9/+hNyc3MRGBiIPn36wN/fH2azGYWFhThz5gxCQ0Oxfv36Zk2Ca9euIS8vD5988gnmzZuHyMjIJh/8S0tLsWTJElRUVOCWW25BQECA5fpjx47Bz88Pr7/+utX//ZzeJS+c+kldUVtbi4KCAly9ehVpaWlQKpWYPn06goKCEBQUBG9v7yb1qKioCO+88w7Onj2LHj16wN/fH56enlAoFKiurkZRURF0Oh369u2L1atXtznqlKg9rGtkLzznIXvh51AiclZseNoJ32ios8xmM8rKynDt2jWo1Wr4+voiMDCw2e30ej1WrlyJCxcuWP7u7e2NtWvXomfPnt3KcPbsWbz66qswGAzw8/NDbW0tTCYTUlJSbLLLPE/+5YWNAbKXbdu24YEHHsC5c+fw4Ycfor6+HiaTCV5eXkhMTMSgQYPY6CSrYF3rPrPZzNHTHcBznpYVFRXhyy+/xMyZM/k6shJ+DiUiZ8WGp53wjYZszWg0orKy0rLenTVPEouLi1FWVgZPT0+EhYXZrLFQUFCA8PBwmxybrI+NAbIX1gayF9a17rvnnnswePBgbNiwQXQUSWNda9mqVauwfPly7Nu3D7fddpvoOA6Bn0OJyFlxkRQiB6FSqaDRaODu7m71b8RDQkIwYMAAREZG2nQUVUFBgc2OTUTyxdpAJA9nz57Fd999B46naB/rWsuefvppKJVKpKamio5CREQyx4YnEUlGdna26AhEJEGsDUTysHnzZgDAH/7wB8FJpI91rWURERG477778Omnn0Kn04mOQ0REMsaGJxFJBnfmJKKWsDYQSV91dTU++ugj3HXXXRgyZIjoOJLHuta6Z599FrW1tUhLSxMdhYiIZMxFdAAiokbTp08XHYGIJIi1gUj6SkpKcMcdd+CZZ54RHUUWWNdad8899yAjIwOTJk0SHYWIiGSMXy0SkWR88cUXoiMQkQSxNhBJX1RUFL755hs8/PDDoqPIAuta65RKJaZMmcJRsERE1C18FyEiyaivrxcdgYgkiLWBiBwN61rH5Ofni45AREQyxYYnEUlGVFSU6AhEJEGsDUTS9sYbb+D7778XHUNWWNfat2XLFkRFReHIkSOioxARkQyx4UlEktG/f3/REYhIglgbiKQrOzsbixYtwtatW0VHkRXWtfZNmTIFCoUC77zzjugoREQkQ2x4EpFkZGRkiI5ARBLE2kAkXRs2bIDJZMJLL70kOoqssK61r1evXvjNb36Dbdu2obCwUHQcIiKSGTY8iYiIiIio04qLi7Flyxbcd999GDp0qOg45IAWLFiAhoYGvPXWW6KjEBGRzLiIDkBE1OiOO+4QHYGIJIi1gUia9u3bB5PJhIULF4qOIjusax1z22234dVXX8UDDzwgOgoREckMR3gSkWRcu3ZNdAQikiDWBiJpevDBB5Gfn48777xTdBTZYV3ruKVLl2LYsGGiYxARkcyw4UlEknH27FnREYhIglgbiKQrODgYCoVCdAzZYV3rPLPZDIPBIDoGERHJBBueRERERETUYTU1Nfj444/ZfCK7uXLlCm677TZs3LhRdBQiIpIJNjyJSDKmT58uOgIRSRBrA5G0bN68Gb/73e/wr3/9S3QU2WJd65yQkBDU1NRg7dq1qKysFB2HiIhkgA1PIpKMr7/+WnQEIpIg1gYi6aiqqsLatWtxyy234MEHHxQdR7ZY1zpHqVRi9erVuHr1Kt5++23RcYiISAbY8CQiyaiurhYdgYgkiLWBSDo2btyIa9eu4dVXX4VSyY8SXcW61nkPPPAAbr31Vrz55psoKSkRHYeIiCTORXQAIqJG4eHhoiMQkQSxNhBJg9lsxrZt2zB69Gg88MADouPIGuta5ykUCqxduxbffvstVCqV6DhERCRxbHgSkWQMHTpUdAQikiDWBiJpUCgU2LdvHwoLC7kzezexrnXNXXfdhbvuukt0DCIikgHOQyEiyfjuu+9ERyAiCWJtIJIOb29v9O/fX3QM2WNd6766ujrREYiISMLY8CQiIiIiolaZzWZs2rQJOp1OdBQiAMD+/fsRHR2NnTt3io5CREQSxYYnEUnGrbfeKjoCEUkQawORWOnp6Zg7dy7effdd0VEcButa9/Tr1w91dXWYO3cuDAaD6DhERCRBbHgSkWRUVVWJjkBEEsTaQCROZWUl5s+fj4iICLzwwgui4zgM1rXuCQwMxOrVq3Hy5Els3rxZdBwiIpIgNjyJSDJOnjwpOgIRSRBrA5E4SUlJyMvLwzvvvAMvLy/RcRwG61r3zZw5E8OGDcOyZctQVFQkOg4REUkMd2knIiIiIqJm6uvrcfToUUyfPh0PP/yw6DhETbi4uCA1NRVHjhxBcHCw6DhERCQxCrPZbBYdwhlUVFTAz88P5eXl8PX1FR2HSJL0ej3UarXoGNRB+fn5iIyMZF0jm2NtIHthXWvOaDSipqYGPj4+oqM4FNY1shd+DiUiZ8Up7UQkGf/9739FRyAiCWJtILK/xjERKpWKzU4bYF2zvnPnzuHKlSuiYxA5hPT0dNERiLqNDU8ikoyKigrREYhIglgbiOzrs88+Q1xcHIqLi0VHcVisa9ZVVFSE2NhY/O53v4PJZBIdh0jWdDodEhISkJqaCp1OJzpOE+np6ZLLRNLFNTyJSDJCQ0NFRyAiCWJtILKfnJwczJgxAyEhIfDw8BAdx2GxrllXaGgo5s+fj1WrVmHt2rVYsmSJ6EhEXabT6bBmzRoAQGBgILKzsxEfH4+pU6d265hJSUkAgNLSUgBAfHw8Zs6c2ey2Wq0WAJCYmIjExMQ2j5uWltYsV2pqKtLS0qDRaAAA0dHRSE5O7nL2G61ZswYajQZxcXFWOR5gu+e7s8fUarWW56m0tBQ6nQ7x8fFYuHBhi7fPyspCSkoKSktLkZWVBY1Gg8TExBZ/ps6KDU8ikozRo0eLjkBEEsTaQGQfdXV1ePTRR1FbW4tPP/2UU9ltiHXN+l555RXs3r0by5Ytw5133ok777xTdCSiTtPpdBg1ahTS0tIQGxtruTwxMRGHDh3qUuMwKysLCQkJSElJadIojI+PR3Z2drNjarVaREdHIzY2FgEBAS0es7S0FFqttkkDT6fTYcqUKYiLi8OOHTuaHC8pKclqTU9rssXz3ZVjpqen49ChQ0hJSWly+ahRo5CSkoLs7Owml6empgJAk9tnZGQgISEBycnJyMzMtDScnZqZ7KK8vNwMwFxeXi46CpFk/f3vfxcdgTohLy+PdY3sgrWB7MXZ69rChQvNAMwbN24UHcXhsa7ZRkFBgTk4ONi8fPly0VEkg59D5SUuLs68cOHCFq/TaDTmHTt2dPqY0dHRLR4zOzvbDKDZMRcuXGjOzs5u85gt3SY2NrbFx4mLizNrNJpO525JbGxsl56D1tji+e7sMcvKysxTp05t8faZmZlmAOaZM2daLsvOzjYnJye3efu4uLhO53ZEXMOTiIiIiIiQlJSEd955B3PmzBEdhahLwsLCcOLECaxYsUJ0FKJO02q1yMjIaHUa+bRp0zo94nDdunXQarVYvHhxs+uio6MRFxfX4jGjo6NbPWZWVhZiYmKa3KbxcVo6lkajkeSodls831055uHDh5Genm5ZcuBGjSNEMzIyLJelpKS0Om09NjYWcXFxyMjIsCxN4MzY8CQiyRg1apToCEQkQawNRPYREBCAuXPnQqFQiI7i8FjXbCckJMTy5/LycoFJiDqncXpya83GmJgYZGRkdGrTnsap5a1Nb46NjW3STAPQ7rqdLTXc1qxZ02oTLi0trckUd6mwxfPdlWMGBARAo9EgMDCw1ePe+PPLyMhAnz59Ws3V2CTNysrqcG5HxYYnEUmGXq8XHYGIJIi1gch2jh07hj/+8Y9oaGgQHcWpsK7Z3vnz5zF06FC89957oqMQdUjjxjOtaWyiHT58uMPHPHz4cJvHjImJsTz2zY/TkpbW4mzcOX369OkdziUFtni+u3LM2NhYlJWVtbg5UePP5ca1VwMCAqDT6TiCswPY8CQiyTh+/LjoCEQkQawNRLZx4cIF3H333fj444+Rk5MjOo5TYV2zvYiICISFhWHu3Ln4xz/+IToO2VhGRgZGjRoFhUKBmJgYrFu3rsXb6XS6Vq8TTavVtrpJEPB/o/w60+hq63g36khTr3Eq+80Nve3btwNoOrIwNTVV8iMMbfF8W/uYSUlJzXa537FjB7Kzs5tsiHRzBgCtXu9M2PAkIiIiInIyhYWFiI+PR3l5Ob7++msMGDBAdCQiq/Lw8MA///lPxMTE4NFHH8V///tf0ZHIRtLT0xEfH4+srCxER0dbdgVv3Mn6Rm1NvRattLS0zdGBjY20zkyxjo2NbfP2jbt/d+SYrT13NzY2161bh9LSUsvt4uPjm02ZlwpbPN/WOqZWq0ViYiKio6Ob7dAOtD0KNz09HbGxsW3exlmw4UlEkvHQQw+JjkBEEsTaQGR9TzzxBPLy8pCeno7x48eLjuN0WNfsIzQ0FBkZGQgNDcVf//pX0XHIBjIyMjBjxgykpaXBbDYjOzsbZrMZycnJSEpKatJY0ul00Ol0bTakbpSUlASFQtHl//z9/TvV7OtoY62kpKTDx2xcj7O10ZaN+do7Znp6eqsNtMYmX2pqKhYuXGiZfh0bG4u0tDQkJCR06HlIT09v9znNyspCfHx8m7fp6BrJtni+u3vMxs2LkpKSoNFokJCQ0OHHBmAZvfzBBx906n6OykV0ACKiRnv27MHdd98tOgYRSQxrA5H1vffee/jll19w3333iY7ilFjX7CcqKgp79+5Fjx49REchG0hOTkZOTk6zJubChQtRUlJiacIBQGpqaos7Ybd17M7u0i01cXFxiIuLw5o1a5CWltbkuoyMDMTFxSErK6vNDXOA66M7W2uiNTb5WprKrdFoEBcXh8TExBZHKt5o6tSpKCsra/M2o0aNQnJycpM1LVt6TLmaOnUqpk6davl7fHw8UlJS8MEHH7T778rKykJSUhLS0tI4nf3/4whPIpKM0tJS0RGISIJYG4iso6qqyvLngQMHdnrkCFkP65p9RUREwMXl+lif8vJybNu2TXAisob09HQkJia22ghKTk5usjt4dna2pKf5ajSaDo0QbK85ebMdO3YgICDAMuJVp9NZNhpq3LSorWaaVqtFVlZWq020xvu21oSMj4+3HKM9Go2m2/91lC2eb2sfMy0tDenp6R16v05ISEBKSkqThqmzY8OTiCSjs2/eROQcWBuIuk+r1WLYsGF4++23RUchsK6J9Morr+Dxxx/HnDlz0NDQIDoOdUNcXFy7zZ3GBlhHm0YitbfBUOMXJV0ZwZiSkoLFixcjIyPDMrJz6tSplubc6NGj27xvW43ixtyt5Wq8vjO7nduDLZ5vax9To9Fg6tSplp9baxISEpCYmCjZ9WlFYcOTiCSDa4gRUUtYG4i65+jRo7jzzjtRWFiIfv36iY5DYF0T6fXXX8e0adPw3nvvYfLkybh8+bLoSNRFHWkaNW5mtGPHjjanQUtBdHR0m6O/G5uTXR2l2tg8mzp1quW5O3ToEIC2d/TOyMho8zE7On26M5v/2IMtnu+uHFOn07W5a3vjbW8crXyjpKQkjBkzxrJ0A/0fNjyJSDK++uor0RGISIJYG4i67ssvv8Qdd9yB6upq/Pvf/+aanRLBuiaOl5cXPv30U7z55pvYt28f5s6dKzoS2VB0dDQyMjIsU7c7o7ubFikUik5tWtTejuqNTTFrNm6zsrLaHRWYlZXVZnN5zJgxAFpvaDY2AKW2rqQtnu+uHNPf3x8xMTGt3q9xRkBL16empiImJqbFZqfUGswisOFJREREROSg3NzcEBUVhQMHDmDSpEmi4xBJgkKhwPz585GRkYFNmzaJjkM2FBAQgJSUlC5N9U1OTobZbO7Wf51plk2fPh1A6zuqHzp0qNPNzqysrFZ3i8/KyoJWq21zI6fGLG1N1W5cVqC15m7jZkVtTZsXwRbPd1eOqdFoEB0d3WpTufH5u3n3+fT0dABo8bWt1Wo71Wx3VGx4EpFkjBgxQnQEIpIg1gaizqmoqLD8+X/+539w/PhxDBgwQGAiuhnrmjRMmjTJsnu7wWDA1KlTkZaWBrPZLDgZWVNnN7MRJTY2FnFxcdi+fXuL16enp7fYnNTpdEhKSmqxwdXWVOkZM2YgOTm5zSnbHdlgLTo6GlOnTsWaNWtazb1w4ULJ/Qxs8Xx35ZgzZ85sdbo6AHz22WfQaDSYNm2a5bKsrCyUlpa22sjPyMiQ3IhaEdjwJCLJUCpZkoioOdYGoo4xGo14//330bt3b/z3v/+1XK5WqwWmopawrkmPVqvF/v37MW3aNNx5552WtQ1J3kpLSy2j7uSgcVfum0cIJiYmYuHChS2OOExNTcW6deta3JQpLi7O8l8jnU6HhIQExMXFtbvuY2PDtL1m5QcffACdTofU1NQmlyckJCA6OhrJyclt3v/GbN39rzOs/Xx35ZjJyclITk5usYHa+Bjff/+95Weg1WqRkJCAzMxMJCYmNvsvISEBSUlJXV7r1ZG4iA5ARNQoKyuLI1CIqBnWBqL27dq1CwsXLsShQ4cwZMgQ+Pv7i45EbWBdk57+/fvj7NmzePPNN7Fu3TqMHTsW27dvbzKqiuRnx44dsmp4ajQaZGZmIikpCRqNBoGBgcjOzkZ8fHyrO9LHxcU1GwF44/GSk5MtjbPGhmBSUlKHpmuPHj0aGo3Gsk5ne7nXrFnT5LESEhI6vJxAenp6q03EG7V3m9jYWGRmZnboMa39fHf1mCkpKZZ/f0BAAEpLS6HT6RAbG4ucnJwmDef4+HhotdpmzeUbsdl5ncLM8fp2UVFRAT8/P5SXl8PX11d0HCJJ2rZtGx577DHRMaiD8vPzERkZybpGNsfaQPYi17p27do1REZGwsXFBcuXL8e8efM4qlPiWNekraCgAG+88QZWrVplqQUnTpzAgAEDZPe75eyfQ0eNGtXh5hcRORbOpSAiyfj1r38tOgIRSRBrA1FTZWVl+PDDD1FXVwcACAoKQlpaGnJycrBgwQLZNWScEeuatIWHh+Ptt9+2NAhra2sxYcIE9OrVCy+//DIuXLggOCF1RFemOBOR42DDk4gk4+DBg6IjEJEEsTYQASUlJdi6dSvuv/9+hIaGYsaMGZYdWoHrDbSgoCCBCakzWNfkRaFQIDk5GeHh4Xj99dfRr18/zJo1S3Qsagc3biFybmx4kmzV19djxYoVqK+vFx2FrKC+vh4//vgjf55kF6wf8lJcXCw6giTxdezYysrKkJuba/n7zp078fvf/x67du3C9OnT8a9//ctu69LxtWZdPOexHnu9Nt3d3TFjxgwcOnQIR44cwcKFCzF58mTL9Xv27MHzzz+Pf/7znygvL7dpFuq4HTt2ID4+XnQMIhKEa3jaibOvnWILfE4dS0VFBR599FF8+umn/HnKhFzXugNYP+Tm22+/xb333is6huTwdWx9IutabW0ttmzZggMHDuDAgQM4d+4cHn30UWzbtg0AUF5ejp9//hmTJk2Ch4eHXbPxtWZdPOexHqm8NpOTk7Fo0SIAgFKpxNChQ7FlyxaMGjUKAKDX64UtNSGV50iEmJgYZGZmtrvDOBE5Ju7STkSS8f3334uOQEQSNGXKFNERiKwiKysLFy9eRG5uLrKzs2E2m/Huu+8CAFQqFebNmwcXFxeMHDkS8+bNazIyyc/Pj41/B8JzHseSlJSEp556Crt27cLOnTtx8ODBJktM/O53v8P333+PAQMGoH///oiOjsYLL7wAT09PAEBVVRW8vLygUChE/RMcUmxsLJudRE6MDU8ikoxHHnlEdAQikqAvvviCuxmTXR05cgRqtRr19fUYN24c3N3dAVxvUl28eBH19fWor69HQ0MDXnjhBbi6ugIA3nzzTfzyyy8oKytDaWkp6urqcPjwYctxH3nkEVy8eNHy92HDhln+7OrqiiNHjmDAgAGW45Hj4jmP4wkJCcG0adMwbdq0ZteNGzcONTU1OHv2LPbv3w+DwYAFCxZYrp80aRKOHz+OgIAAaDQahISEYPfu3ZbrX3vtNdTW1sLDwwMeHh4IDg7GE088Ybl+x44dUCgUcHFxgVqthq+vL2655Rbb/oNlIC0tTXQEIhKIDU87MRqNAK5PKSDraHwu+Zw6hoqKCuj1ev48ZaRx10s5/sxYP+SlpqaGP6sW8HVsfY117a677rJcdvz4cfTq1QsA8MYbb+C7775rcp9HH30U/v7+AIDPP/8cR44cgb+/PzQaDfz9/VFWVgaVSgUAWLNmDdRqNaKiohAREQEvL68mP79evXqhrq7Osvu6VPC1Zl0857Eeubw2n3zySTz55JMAAIPBgKKiIssXJwDwwAMPoH///igrK0N5eTlMJlOTf9PGjRubrGfdu3dvPPjgg5a/P/DAA03qxvDhw7Fnzx4A/1fXSktLbfXPIyKyK7PZjMrKSoSFhUGpbH1rIq7haSeHDh3C2LFjRccgIiIiIiIiIiKStby8PERERLR6PUd42knfvn0BACdPnnS6xaJtpbKyEoMHD8apU6fg4+MjOg51U2VlJRYvXow1a9bw5ykTeXl5uP3222VZ11g/5OXLL7/EQw89JDqG5PB1bH1yrmu2xNeadfGcx3r42mxfQUEBbrvtNuTl5bGukUNJS0tDQkKC6BgkQEVFBSIjI9ut+2x42knjVKaIiAi+0VhJ4zSP8PBwPqcOoKKiAp6envx5ypAc6xrrh7wEBga2+e2ts+Lr2HbkWNdsia816+I5j/Xwtdlxvr6+fI7IoXh6evI17eTa2+it9cnuRER29umnn4qOQEQSNH36dNERiIisiuc8RETdw/NDag8bnkQkGffff7/oCEQkQV9//bXoCEREVsVzHiKi7uH5IbWHDU+SLTc3Nyxfvhxubm6io5AVuLm5YeTIkfx5kl2wfshLdXW16AiSxNcx2Qtfa9bFcx7r4WuTyHnx/JDaw13a7aSiogJ+fn4oLy/nOhNErdizZw8mTJggOgZ1UH5+PiIjI1nXyOZYG8heWNfIXljXyF5Y18hRsY46r4721zjCk4gkY+jQoaIjEJEEsTYQkaNhXSMi6h7WUWoPG55EJBnfffed6AhEJEGsDUTkaFjXiIi6h3WU2sOGJxERERERERERETkMNjyJSDJuvfVW0RGISIJYG4jI0bCuERF1D+sotYcNTyKSjKqqKtERiEiCWBuIyNGwrhERdQ/rKLWHDU8ikoyTJ0+KjkBEEsTaQESOhnWNiKh7WEepPWx4EhERERERERERkcNgw5OIJGPq1KmiIxCRBLE2EJGjYV0jIuoe1lFqDxueRCQZ//3vf0VHICIJYm0gIkfDukZE1D2so9QeNjyJSDIqKipERyAiCWJtICJHw7pGRNQ9rKPUHjY8iUgyQkNDRUcgIglibSAiR8O6RkTUPayj1B42PIlIMkaPHi06AhFJEGsDETka1jUiou5hHaX2sOFJRJLxzTffiI5ARBLE2kBEjoZ1jYioe1hHqT1seBIREREREREREZHDYMOTiCRj1KhRoiMQkQSxNhCRo2FdIyLqHtZRag8bnkQkGXq9XnQEIpIg1gYicjSsa0RE3cM6Su1hw5OIJOP48eOiIxCRBLE2EJGjYV0jIuoe1lFqDxueRERERERERERE5DDY8CQiyXjooYdERyAiCWJtICJHw7pGRNQ9rKPUHjY8iUgy9uzZIzoCEUkQawMRORrWNSKSK7PZjLy8PNTU1AjNwTpK7WHDk4gko7S0VHQEIpIg1gYicjSsa0QkN2VlZXjxxRfRq1cvREVFYffu3Zbrqqur7Z6HdZTa4yI6ABFRo8DAQNERiEiCWBuIyNGwrhGRnOzbtw8JCQkoKCjAbbfdhqeeegoxMTEAro/4fPDBBzFkyBC8/fbbUCgUdsnEOkrtYcOTiCRj/PjxoiMQkQSxNhCRo2FdIyI5iY6OxrBhw5CSkoL77ruvyXV6vR4ajQYbN25Ez549sWjRIrtkYh2l9nBKOxFJxldffSU6AhFJEGsDETka1jUikpPQ0FB8++23zZqdAODq6oq///3vmDhxIpYtW4bjx4/bJRPrKLWHDU8iIiIiIiIiImri888/h8FgaPd2rq6u2LJlC9RqNV5++WU7JCNqHxueRCQZI0aMEB2BiCSItYGIHA3rGhFJ3Z49ezB16lS88cYbHbp9dHQ0/vGPf+Cvf/2rjZNdxzpK7eEankQkGUolv4MhouZYG4jI0bCuEZGUmUwmvPDCC/D19cUf/vCHDt/v7rvvtmGqplhHqT18hRCRZGRlZYmOQEQSxNpARI6GdY2IpOzf//43srKysHjxYgQHB3f6/jU1Ndi1a5f1g92AdZTaw4YnEREREREREREBAD788EP4+Pjgueee69L9n3rqKdx7773Izc21cjKijmPDk4gk49e//rXoCEQkQawNRORoWNeISMr+/ve/47vvvoOfn1+X7r9o0SLU1dXhpZdesnKy/8M6Su1hw5OIJOPgwYOiIxCRBLE2EJGjYV0jIinz8PDAuHHjunz/kSNHYubMmfjss89sNrWddZTaw4YnEUlGcXGx6AhEJEGsDUTkaFjXiEiKampqUF5ebpVjrV69GhqNBps3b7bK8W7GOkrtYcOTiCSjq1MmiMixsTYQkaNhXSMiKfrkk08QFhaGI0eOdPtYQUFB2LVrFz755BMrJGuOdZTa4yI6ABFRoylTpoiOQEQSxNpARI6GdY2IpCglJQV+fn4YOnSoVY43fPhwqxynJayj1B6O8CQiyfjiiy9ERyAiCWJtICJHw7pGRFJz+PBhZGVl4ZlnnoFarbbqsfPz8/GXv/zFqsdkHaX2sOFJREREREREROTEUlJSoFQqMWPGDKsfe/HixXjmmWesMlWeqKPY8CQiybDW1AkiciysDUTkaFjXiEhqHnroISxbtgxRUVFWP/Zrr70Gd3d3zJ07F2az2SrHZB2l9rDhSUSS4enpKToCEUkQawMRORrWNSKSmvvuuw8rVqywybGjoqKwaNEi/PTTT/jHP/5hlWOyjlJ72PAkIsk4ePCg6AhEJEGsDUTkaFjXiMjZzJ8/HwEBAdi9e7dVjsc6Su1hw5OIiIiIiIiIyAnt3bsXCQkJuHDhgk0fx8vLC6dPn8Y777xj08chasSGJxFJxv/8z/+IjkBEEsTaQESOhnWNiKRi3bp1+Ne//gVvb2+bP1ZISIjVjsU6Su1hw5OIJOPYsWOiIxCRBLE2EJGjYV0jIik4c+YMvvrqK/z+979Hjx497Pa4e/fuxblz57p1DNZRag8bnkQkGYWFhaIjEJEEsTYQkaNhXSMiKXjttdegUCgwf/58uz1mYWEhJkyYgFWrVnX7OERtYcOTiCTDHtMoiEh+WBuIyNGwrhGRaCaTCUqlEr///e/Rv39/uz1uWFgYpk2bhk8//RR5eXldPg7rKLWHDU8ikox7771XdAQikiDWBiJyNKxrRCSaUqnEX//6V/z5z3+2+2M///zzMBqN3Xps1lFqDxueRCQZn332megIRCRBrA1E5GhY14hIKpRK+7eFxowZg2HDhuGjjz6C2Wzu0jFYR6k9bHgSERERERERETkBvV6PX//619i5c6ewDAqFAh988AH27NkDhUIhLAc5NjY8iUgyBg4cKDoCEUkQawMRORrWNSIS5e9//zu++eabbu+S3l1jx45FVFRUl+/POkrtYcOTiCQjICBAdAQikiDWBiJyNKxrRCSC0WjEa6+9hoiICDz11FOi4wAAzGYz9Hp9p+/HOkrtYcOTiCRj7969oiMQkQSxNhCRo2FdIyIRPvvsM5w/fx6LFi2Cm5ub6Dg4d+4c+vTpg7/85S+dvi/rKLVHdg3PxMREZGRkdPs4Op0OSUlJSEpKwrp165CYmIj09PRWb5+amor4+Hikp6dDp9MBALRaLdLT05GQkICsrKxuZyIiIiIiIiIisoWysjIMGjQIzzzzjOgoAIA+ffqgqqoK27ZtEx2FHJCL6AAdodVqkZGRgZSUFGRlZSEhIaFbx9PpdBg1ahTS0tIQGxtruTwxMRGHDh1CcnJyi/fJyMho1mzVaDTNjkPkDMxmM2pqamAymeDq6trmN4QmkwkNDQ3Q6/VQqVRQqVRwcXGBUqlsskh1fHy8PaITkcxYqzbo9XrU19fDzc0NarW6w/crLy9Hfn4+zGYzwsPD4e/vb5U8ROS8eM5DRCLMmjULzz33nGQ2ClKr1UhISEBKSgquXLmCHj16dPi+rKPUHsk3PFNTU7Fjxw7Ex8cjOTnZKi/qhIQETJ06tVmTMiUlBf7+/oiPj0dcXFyz+6WkpCA7OxtarRYBAQEYNWoUZs6c2e08RCKZzWZcunQJ69evR2lpKWpqauDu7o6AgACsXbsWPj4+TW578eJFJCcno6SkBAqFAkqlEgaDASaTCR4eHnB3d4dCobA0Oevr62EwGODi4gKVSgWTydTkPwBwd3eHt7c3QkNDsWDBAjYTiKiJM2fOYPz48S1eV1xcjBUrVqCurg4qlQqzZs1Cv3794O3tDQCorKzEmjVrcPnyZZSXl0OtVsNkMmHw4MFYsWJFmyf8OTk5WLFiBWpqahAUFASFQoGrV6/C398fa9eu5dpRRFZSWFiIVatW4erVq/Dy8kJISAhWr14Nd3d3mzxeeXk58vLy8NFHH0Gv18NkMkGpVEKtVuPRRx+Fl5cXXF1dYTQaodPp8Mknn6C2thZqtRpz585Fv379oFKpLMczm83Izs7GO++8g4aGBri4uODJJ5/EoEGDLLXoZm3VNSIiW5JKs7PRww8/jPfffx//+te/MGPGjA7fj3WU2iP5hufMmTMtTUVrTBu/cbRoS6ZNm4bk5OQWG57Tpk2DRqPpdgYiKTAajVi6dCkuXrwItVqN8PBw9O7dG15eXqitrUVhYSGeeuophIaGQq1Wo66uDmVlZXBzc0OvXr0wZMiQJqM6jUYjamtrUVdXB7PZDKVSCTc3N7i5ucHFxaXVN1az2Yy6ujpUVVWhpqYGiYmJ8Pb2xpIlSxATEyO5N2Qisi+z2QytVouxY8fC1dXVcnlZWRkWL16M0tJSxMTEICoqCg0NDfjggw9w9epVALA0MUJDQ9G3b18EBgZCqVSioqICx44dw9NPP40lS5agd+/elhGfer0e58+fR3JyMgwGAwYMGIDQ0FBLLTIajcjLy0NiYiLCw8OxYsWKJucGZWVlWL58OcrKytDQ0IDevXvj1VdfbZKdiP7PkiVLcOHCBfTv3x9Dhw5FTU0N8vLy8L//+7+IiorC8uXL4evrC4PBgCtXrmDTpk0oLS1FVVUVGhoaLDNNPDw84Ovri2eeeQZRUVHw9/dvdg5RVFSEZcuWoaysDEFBQfD29oaXlxeUSiVMJhMMBgM+/vhj1NfXw2g0QqFQwMPDAz4+PggJCUF9fT3eeOMNVFVVISIiAjNmzMCWLVtw6dIleHh4ICwsDO7u7tDr9di6dSsuX76M4OBgrFu3rskXyACQl5dnz6eZiJycyWTCRx99hPvuuw+hoaGi4zQxceJETJgwoVmdbA/rKLVHYTabzaJDdFRWVhZGjRqFHTt2tNiQ7IjGNTtb+2evW7cOSUlJKCsra/IBZt26dZg5c2aXG54VFRXw8/NDeXk5fH19u3QMImu5ePEiFi9eDF9fX8TExLT6uq6trcW1a9dgNBqhVqvh7+8PT09Pm+XS6XTw9fVFUVERLly4AKVSiZUrV6J37942e0zquvz8fERGRrKukU3U1tYiKSkJhYWFiIyMxKVLl+Di4gKNRoO6ujrU1tYiJiYGvXr1ajLSCrjeJG1oaLAsn9ESk8mEoqIiXLp0CTqdDq6urlAoFKivr0dAQAB69eqFkJCQVr90qa+vx8WLF5GbmwtXV1d4e3ujtrYWtbW16N27t+W+Wq0WZWVlePfddxEYGGj154msi3XNfsxmM1588UUUFRXhtttuazaas7a2FhcvXkRBQQH0ej0UCgV8fHwQGBgIf39/+Pr6ws3NDQqFAg0NDaipqUFFRQV0Oh1KS0uh1+vh6+sLT09PmM1mVFVVob6+HtHR0YiKioJS2fWtDCorK1FYWIiqqiq4urqid+/eLX5QNxqNyMnJgVarxaBBg/Dqq69arvvyyy/x0EMPdTkDUUexrhEAHDhwALfddhvefPNNzJ8/X3Qcq2AddV4d7a9JfoSntWVlZbXZtIyOjgYAHD58uMtNVSKpKikpwZIlS1BRUYGhQ4ciODi4zdt7eHggMjLSTulg+d3s2bMnevTogStXrmDx4sUICAjAa6+9xhHWRE7ilVdewenTpxEREYGJEyfCzc0NgwYNQl1dHXQ6Hdzc3ODn59dqw0KhULS786hSqUTPnj3Rs2dPmEwm1NfXW5bm6EgjxM3NDQMGDEC/fv1QXV2N6upqeHh4wNvbu0kDdsSIESgoKMCzzz6L9evXIyoqqnNPBpGDevnll1FaWoo77rijxTV1PTw8MGjQIAwaNMiyBE5rv5uNM0r8/f3Rq1cvAEBDQwMqKipQW1sLpVKJyMhIaDSabjU6G/n4+GDAgAHt3k6lUqFv377o2bMnDh8+jOeffx4bNmyAUqnkh3Qisqt//OMfAOBQtceR/i1kG07X8Gxcf7M1jQ0VrVbb6m2ysrJw+PBhjB49utObFVVUVDT5e+MJGpE1GAwG5Ofn49q1a9i2bZvlA4LBYLCc9EdHR2PkyJFWOeG3ttLSUsvvp0KhQM+ePRESEoLz589j5syZlilrXl5eePbZZ9GrVy94eHgITu086uvrUV9fb/l7ZWUlANY1sp6GhgbMnTsXVVVVGDdunGXtu8ba4O7u3qnF7DtKqVR2uZYolUr4+Pi0OQ0rPDwcHh4emD9/PoYMGYLly5e3OHK0cWSq0WiEm5tbs5GrZH2sa2I0NDTg/PnzuP322zu0gVhXzllcXV0RFBTUlXhW5+XlhTvuuANZWVlITExESkoKPvvsMzz66KOio5EDaq2ukXP78ssvccsttyAmJkZ0lFYdO3YMWq0Wv/nNbzp0+08//ZR1lNrkdA3P0tJSyyjOljQ2W3Q6XbPrMjIyoNVqERcXh5kzZyIrKwvx8fFISkrq8GjQm0fLLV++HCtWrOhwfiLg+tSUxk2GGjcOqq+vR21tLfz8/ODj4wN3d3eo1WooFAqoVCr07NkTAQEBkmx0tkWlUmHgwIEYMGAAKisrUV9fj8rKSmzYsAElJSVwd3eHp6cnXF1d4erqit/+9rcYMGBAp9eAofatWbMGK1eubHY56xpZQ0lJCf74xz8iKCgI48ePl12tak9AQABuvfVWHD9+HI899hh8fHxgNpuh1+thMBhgMBjQ0NAApVIJlUoFlUqFd955ByEhIaKjOzTWNTEKCwvh4+MDLy8v0VHsxsXFBaNHj8bhw4cxf/58jB07VnQkclCt1TVyXmfOnMHZs2exbNky0VHalJSUhIMHD+L+++9vdUmiG8lodUYSxOnW8FQoFIiNjUVmZmabj7Fw4UIkJydbLk9PTwcATJ06tcntdTod/P39kZmZ2eZoz8Y1BvLy8pqsMcARA9QZFy5cwKpVq2AwGBAZGWlp0BuNRri7u8PDw0PWI4Kqq6s79eHHbDajsrISdXV10Ov1aGhoQGVlJa5cuYIRI0Zg6dKlNkzrfG4eMVBQUIDBgwezrlGrioqKEBwc3G7zMjs7G4sWLcLgwYMRHh7e7PrO1gapq6qqQm1tLRQKBdRqNVxcXKBSqeDq6mp5rgoKCnD27Fl8+umngtM6NtY1MebOnQtXV1f0799fdBS70+v1+PHHH/HMM88gPj6+xdsYjUZZn8+RWK3VNa7h6bwaGhrwww8/oF+/fm0O/hLtvffew5w5c7B7925MmDCh3ds3zrol58M1PK3s5kZnI41Gg6lTpyIhIQHZ2dntHsfX15dvNNRplZWVePHFF1FTU4NBgwYhODjYIXcv78i0thspFIoWf6fCwsJw5swZa0YjNP/A3zjlk3WNbmY2mzF79mwUFRXB29sb7777boujrs1mM5KSknDx4kWMGTOm1XV6O1sbpM7b29syXb81vr6+HRrdQN3DumZ/V69exeXLl3HXXXeJjiKEWq1Gnz598M033zRreBYXF2PJkiW4evUq+vbtizVr1sDV1VVQUpKr1uoaOS9XV1fcfffdomO06/7778ecOXPwz3/+s0MNT1ssc0SOxbHmi3WARqNpcbr6zTqzk+qYMWOg1WrbXPeTqKtycnLw9NNPIyAgAHfeeWebuwbLXVVVlVWOExgYiIqKCk5zIBLEZDKhsLAQU6ZMQUBAAJYsWdLsNiUlJXj66adx7do13HnnnW1uSmat2iAnFy9elMz6g0TWkpubi1mzZmHo0KEO90VGZ4SHh0OlUqGmpsZymdFoxLx58xASEoIpU6agtrYW//u//4vz588LTEpEZD9RUVEYPnw4/vWvf3Xo9j/++KONE5HcOV3Ds60Ni4Dra3wC6NRu0I23zcrK6mosohatWLECSUlJGD16NGJiYhxuTTtbaZwmWl1dLToKkVNSqVTw9vZGdXU1oqOjUVhYiLy8PJhMJly+fBlz5szBs88+i/DwcNx6662cKnwTnU6HoqIirFu3TnQUIqs5f/485s+fj1GjRqFnz56i4wjl6uoKd3d3zJ49G7m5ubh8+TLmzZsHHx8f9O7dG+7u7hgxYgRGjRqFV155BTNmzEBxcbHo2EQkQ0ePHsV9992Hw4cPi47SIW+//TY+++wzDlwhq3C6uVLR0dFt/rI3jv68cW2LxMREZGRkdGjKOpG15Obm4uTJk012KnZ01txoKDg4GGvXrsXq1autdkwi6riAgACUlZWhd+/eiI2Nxfz586HX6+Hp6YmIiAhMnDixw1M1nW0Tsry8PMTExHAqKzmMyspKLFmyBGPHjoWfn5/oOJLQo0cPKBQKLF26FAqFAn5+fhg+fHiT2/j7+2PixInIzc3FnDlz4O7ujoiICCxduhSenp6CkhORnHz//ff49ttv8dprr4mO0iGdWe5k0qRJtgtCDsHpGp6xsbHIyMho9frGaek3bop0+PBhy8jPljQ2SdvatIioMwoKCiyjIJyl2QlcX1DbWlPcevXqhcOHD2PZsmVYuXIlR8cS2UhFRQUuXbqErVu3wmQywWAwoLq6GmVlZRg0aBCA619ATJ48GQC69LtozdogByUlJc12BH/55Zdx7do1+Pn54fXXX+f6niQbRqMR8+fPR58+fdjsvIHBYEBUVBSioqLavJ1SqUTv3r3Rq1cvlJSUoKCgAE888QQCAgLw0ksvoV+/fg671BERdd+uXbvg7++PYcOGiY5idRcvXuQ6ntQmp+sATJ8+HUDr088PHTrUbAf4uLg4lJWVtXrMQ4cOQaPRSHrHM5IHg8GAX375Bc8//zxGjhzZ7hIMjubGHSW7y9/fH7feeisKCwvx29/+Fs8//zyysrJw4cIFlJeXW+1xiJxVVVUVZs2ahaeffhqbN2+G2WyGi4sLvLy80KdPH0yePLnJB3mlUtnlLx6sWRvkoK6ursnSOi+//DKys7PRs2dPlJaWYt68eZzqRZJkNBqxYMECzJgxA7///e/xzDPPYPr06TCZTDxPvkln65pCoUBQUBCGDx+OuLg4hIeHY82aNXjsscfw8ssvw2g02igpEcmV0WjEnj17MGHCBFkN/ti1axeGDx/e7ia0OTk5dkpEcuWQwwN0Oh3WrFmD+Pj4Zs3L2NhYxMXFYfv27S2OyExPT8eOHTuaXDZ9+nSkpqZi5syZzW6v1WqRnp6OtLQ06/4jyOEYDAZotVq8++67qKqqQm1tLYxGIxQKheUNqKGhAQEBARg9ejT8/f0FJ7Y/a49Q8PX1xa233ory8nKUlpbiL3/5C+rq6lBeXg6VSoVBgwbhlVdesepjEjmD8+fPY8mSJejVqxcmT55s89GGzjZ6SaFQwGAwQKlU4qWXXkJhYSHGjRsHDw8PhIaG4tChQ0hMTMS7777Lae8kGXq9Hs8++yxcXFwQFRUFV1dXGAwG+Pj4wN3dXXQ8yelOXVOpVAgLC0NYWBjKy8tx/vx5PP744xg0aBCWL1/udDWTiFqWk5MDs9ncqWniUqDRaHD8+HF89tlnbX5Wc6bZP9Q1CrOMhgikp6cjISEBaWlpmDp1aqu3W7duHZKSkqDRaFocmanT6TBq1CikpaU1aXomJiZCo9EgOTm5xWMCwMKFCy2XabVajBo1CjNnzmzxPjeqqKiAn58fysvL4evr2+6/lRyHyWTCyy+/jPPnz8PPzw+hoaHw8fGBh4cHXFxcYDabLY1PFxcXFm47MJvNKC8vR1ZWFlavXo2+ffuKjiRL+fn5iIyMZF1zIg0NDViwYAGKi4sRGxvbqQ3+qOP2798PtVqNhoYGGI1GjB07tklj02Qy4dSpUygpKcGGDRsQGhoqMK1jYV3rmvr6eiQmJsLHxwdDhw5lw00AnU6HkydPQqlUIjk5GSEhIaIjkUSwrjk3g8EAvV4PDw8P0VE6zGw2Y+DAgVCr1Thx4oToOCRBHe2vSb7hmZ6ejpSUFADX19LU6XTQaDQYPXo0ACAhIaHZyMusrCxMmTIF06ZNs9z3ZjqdztIUDQwMRHZ2NuLj49tspGZkZCAtLQ2lpaWWHIsXL+7Q2p1seDqn8vJyzJ49Gx4eHhg8eDC8vLxER5K0srIyu45svXr1Kk6dOoVPPvmEH866gCfQzqOurg5Lly7FpUuX0KNHDwwaNMiua0jauzaIVltbi2vXrsHV1RVBQUFQqVQt3q6wsBCnTp1CUFAQ1q9fL6sPM1LFutY5RqMRhYWFWLJkCYKCgjBw4EC+n3aQLeqa2WxGfn4+zpw5g549e+KNN96Am5ubVR+D5Id1jeRo2bJlWL16NU6cOIEhQ4a0eJv09PQ2+zfkuBym4eko2PB0PpcvX8a8efPQv3//dhekp+tKS0vtvm7pnj17kJycjPDwcLs+riPgCbTjM5vNWLp0Kc6dO4cePXqgb9++QppqImqDXBiNRhw7dgxeXl5Yv3696Diyx7rWtoaGBpw7dw6bN29GeXk5ampq4OPjg/DwcPTu3Vt0PFmxZV3T6/U4e/YsiouLsXHjRo72dHKsa87JZDKhpqZGthvgnjhxAvfffz9SUlLwq1/9qsXbbNu2DY899pidk5EUdLS/5pBreBKJlpeXhxdffBEjRoxAcHCw6DiyIWIUQkhICN5++2288cYbdn9sIikzGo2YPXs2amtrcfvttwsdoc4RSq1TqVTo27cvjhw5IjoKObhVq1bh+PHjCAwMRHBwMPr06QNvb29ZbYQhJbasa2q1GkOHDsWVK1cwe/ZsbNq0iTsZEzmZo0eP4tZbb8Vf//pXPP7446LjdNqQIUOg1WrbnDXQp08fOyYiOWLDk8jKLly4gMWLF2PUqFEckdRJIjbf0Gg0yM/Pt/vjEklZVVUVZs+eDU9PT4wbN054Q4Mb87StoaGBzxHZlNFoxC+//ILbbruNI8SsxB6/sz169IBSqcTcuXPx5z//GT4+PjZ/TCKShl27dsFgMGDw4MGio3RJR5ZH4cwCag8bnkRWtGzZMpw9exZjx46Fn5+f6DiyU1lZafcmsa+vLyoqKuz6mET2Vl9fj1WrVqG4uBgmk8myQZqLiwtUKhUeeugh/POf/4Rer0dFRQXKy8vRt29fREdHS2I9PhG1QU7Kysr4/JBNFRUVwcPDg81OK7JXXQsJCUHfvn3x3HPPYcuWLfxyhMhJ7Nq1C/7+/hg2bJjoKN2Sm5sLrVbb4k7zP/zwA6e0U5vY8CSyAoPBgOeffx6lpaW4/fbb4enpKToSdZCHhwdMJhMqKir4QY4cklarxeLFixEYGIjIyEi4uLhYduw0GAwwGo346quvAFz/fQgODoa/v79dNyWi7qmoqMALL7wgOgY5MF9fX9TV1YmOQV3Uu3dv1NTU4Pe//z2WLl2KgIAAKJVKeHt7w9PTUxJfbBGR9RiNRuzZswcTJ04UPkunux555BEUFRXh4sWLsv+3kP3x0wxRNxUVFWH+/Pnw9fXFnXfe2epuutQ+EYtqKxQKhIWFYcWKFdiwYYPdH5/IVurq6vDiiy+irKwMw4cPR1BQkOhIXSbXBfftpaGhQegaq+T4vLy8YDAYYDKZ+IHTSuxd1wYPHmxZt7yhoQFmsxm1tbXw8PDA22+/zVHiRA6koqICDzzwACZPniw6Src9+uijWLBgAfbu3Yvx48c3ue7OO+8UlIrkgmcsRN2wZMkSzJkzBzExMRg+fDibnd2k1+uFPG50dDTy8/Px/PPPo6ioCHV1dWhoaEB1dTWqqqpQX18vJBdRV507dw6/+93v4OrqigkTJsi62QmIqw1y4eLiwtF3ZFMKhQJqtZrvh1Ykoq4FBQVhzJgxuOOOOzB+/HjExcWhV69eSExMxJUrV+yeh4hsw9/fH1u3bsWTTz4pOkq3TZ8+HQDw6aefNruOdYvawxGeRF20aNEiXLp0CXfeeSfc3d1Fx3EI9fX1QkYpubu7484770ROTg7mz5+Puro6mM1muLi4QKFQQK/XIzg4GK+++iqCg4Ptno+oo2pra/Hiiy+ivLwco0ePhkajER3JKkTVBrkICgrCxo0bsWnTJtFRyEFdvnwZSqWS5ztWJIW6plAoEBkZCZVKhQULFmDr1q0cwUtEkhIREYE777wTaWlpePvtt5ssuXT+/HmMHj1aYDqSOjY8ibrg3LlzuHjxIm6//Xae/DsINzc3DBw4EAMHDmx2ndFoxIULF5CUlIQtW7YISEfUPrPZjNmzZ8Pb25vLaziZnj174scff8TevXvh7e2NrVu3oqKiAvX19fDz88Nbb73F1wN1msFgQH5+PjZt2oTc3FwMGTKEaz06qLCwMOTn52PZsmV47bXXRMchom4wGo1IT0/HpEmTEBISIjqOVaxevRoKhaLZFzJ8T6L2sOFJ1EllZWV4+eWXMXbsWDY7rUyq60epVCpERUWhoKBAdBSiVuXk5KChocEhmxJSrQ1S4e7ujltvvRXbtm2DyWSCh4cHIiIi4O7ujpycHDz99NP485//zI2oqEOqqqowd+5c6HQ6+Pn5ITAwEOPGjeNaulYmtbo2YMAAHD58GAaDgbWCSMaOHTuGRx99FBs2bHCYDQ0nTJjQ4uWPPvqonZOQ3HDOAlEnlJWVYdasWRg4cCD8/PxEx3E4Op1OdIRWcaMGkrqioiKEhIQ4XLMTkHZtkApfX1/ccsstGD58OPr3748ePXpAo9FgxIgRcHd3x8svvyw6IsnE/Pnz4efnh/j4eIwbNw79+/dns9MGpFbX/Pz84O/vz1pBJHO7du0CANx1111Cc9jDl19+KToCSRw/vRPdwGw2o6SkBKdPn0ZlZWWTy8+cOYOZM2eib9++iIyMFJjScZlMJtERWlVTUwNPT0/RMYhaZTQaHbYpL+XaIHUKhQIDBw6EVqtFbW2t6DgkcdeuXYNOp8OAAQO4DIKNSbGuDRo0CFqtFqWlpaKjEFEX7dq1CxqNBsOGDRMdxaoOHjyISZMm4ejRo5bLeF5D7eF8BaL/r7KyEs8++yxMJhN8fHxQVlYGlUoFb29vVFZWws3NDWPHjuXIThtydXUVHaFVDQ0NcHNzEx2DqFUuLi4wGo2iY9iElGuDHHh5eSE8PBzz58/Hxo0bOV2VWlVeXg5fX1+H/fJESqRY1zw8PDB48GA899xzeP/99+Hv7y86EhF1gtFoxJ49ezBx4kSH+9LK09MTu3btwtdff40RI0YAAAchUbt4xksEoLq6GjNnzkSfPn3Qu3dvANdHddbW1qK6uhoeHh6czmUHUl4TVaFQOGwziRzDxx9/DF9fX9ExbELKtUEu+vXrh+PHj+PRRx+1fHHn7++PxYsXIzAwUHA6korU1FThO4c7C6nWtfDwcADAzJkz8dprr6F///6CExFRR5lMJnz00UfQaDSio1jdkCFD0KtXL3z77bdYunQpALS42SzRjfj1LTk9o9GI5557DlFRUZZmJ3C9weXp6Yng4GA2O+2koqJCdIRW+fv7o6SkhE1PkqTq6mpcuXIFERERoqPYhJRrg1yo1WqMGjUKEyZMQN++fREdHQ2TyYTnnnsOZrNZdDySiOLiYgQFBYmO4RSkXNfCw8MxduxYvPLKK3j++eclOf2eiJpTq9V46KGHHHL9ToVCgbi4OBw8eNCy9NyOHTsEpyKpY8OTnJrZbMbcuXPh5eWF6OjoJtdVV1fj6tWrgpKR1Hh4eECj0Vi+USSSCrPZjBdffBF9+vSBWq0WHYckzt3dHYGBgQgODsbAgQOhVqtRVFQkOhZJQHZ2NhoaGtjwJADXNzGaMGGCZRZUQ0OD6EhE5OQmT54Mf39/nD9/XnQUkgk2PMmpvfzyy6ioqMCwYcOa7Gys1+uxf/9+7N+/H3q9XmBC5yL1aXSDBw/GhQsX+JogSbl48SKqqqrQt29f0VFsRuq1Qc4CAwORl5cnOgYJZjab8corr2Dw4MFcv9NO5FDXXFxcMGrUKHh6euKZZ55BdXW16EhE1Aqj0YgnnngC//73v0VHsZmEhAQUFRUhNjYWAHD77bcLTkRSxzMaclplZWU4f/48Ro0a1WxR57Nnz0KtVkOhUDjcgs9SJvXp4l5eXggMDMQrr7wiOgqRxdq1axEdHe3QTQqp1wY5c3Nzw/bt20XHIMHOnTsHFxcXju60I7nUNaVSiaFDhyIsLAzPPPMMZz8RSdSxY8fwySef4PTp06Kj2IxarW5yvltaWiowDcmB4346ImrH4sWLER0dDU9Pz2bXBQcHw9/fHwMGDHDoJoLU1NXViY7Qrh49ekCn04mOQWRRVlaG4OBg0TFsSg61Qa4MBgMeeeQR0TFIsM2bNyMsLKzJbBeyLbnVtZiYGAwaNAizZs3C0qVLufYvkcTs2rULABxy/c6blZaWora2FmfOnBEdhSSOnRxySpWVlSgpKWmySdGNQkNDccstt6Bfv372DUaSp1KpZDMqgxyf0WiEXq+Hq6ur6CgkU7W1tZZd28l5GY1GbkxD7erZsyfGjRuHgoIC/O53v8Pp06dhMBhExyIiXG94+vn5Yfjw4aKj2FRGRgaCgoLw7bffio5CMuAiOgCRCDqdDt7e3pyu3kGJiYktXp6SkmLVx/H397fq8WyhqqpKFutukXO4ePEiNBqNw49El0NtkCuj0Qg3NzfRMUiw5cuX47nnnkOPHj34Hmcncq1r3t7euO2221BcXIz169dDp9MhLCwMy5Ytc/jZBkRSZTabcejQIUyYMMHhP9+OHDkSZrMZe/bswYYNG0THIYljw5OcUn19PVxc+PJvTWsNzrZuZ43mZ0VFheRHGun1eiQkJIiOQYTKykq8/PLLGDx4sOgoNieH2iBX7u7uSElJwbp160RHIYGCgoIwaNAgHDhwAOPGjYOHh4foSA5PznVNoVAgNDQUoaGhqKurQ0FBAWbNmoVevXohOTnZ4RsuRFKjUCiQk5ODkpIS0VFsLjAwEEOHDsWePXvw7bff4v777xcdiSSMHR9ySmq1mtOSW9DRRmdb9+1O41MOPxNPT09s3bqVuwKSMGazGWfPnsWKFSsQHR2NHj16iI5kc63VhptrVkfqT0t1ztqj1eUkOjoae/fuRWVlJXx8fETHIYFWrVqFpUuX4sCBA5g4caLTrufZ1rmQNWuFHM55OsLd3R0xMTGIjIzEsWPHMGPGDKSmpnJgAZGdubu7Izw8XHQMu5gwYQI2b96MsrIy0VFI4hRmrjhtF43f4paXl8PX11d0HKd3/vx5rFu3DmPGjBEdxe6609TsqK5+IJDDB269Xo+ff/4ZvXv3xuuvvy46jlD5+fmIjIxkXbMTk8mE5cuX48KFC3Bzc0O/fv0cavpgW43IG2tDR2pYazWoO/d1ZOfPn0dlZSXef/990VGEY10Dfvvb32LUqFHw9vYWHcVq7HHuA3SufsjhnKezzGYzjh8/DoPBgM2bNzv8citywbrm+IxGo1ONrP7Pf/6DL774Avfffz9HeDqpjvbX2PC0EzY8pWXRokWoqanB0KFDRUexC3ud6N+oK00Dg8EgixEBtbW12Lt3L6Kjo/H666877SgYnkDbz5UrV7BgwQK4u7ujX79+sl37rSUdqU8ajQY6nc72YdrgyI1Qo9GI3bt3Y926dYiKihIdRyjWNeDJJ590iC9URJz7NOpIvZDLOU9nmUwmZGZmwt3dHZs2bRIdh8C65uj0ej0iIiIwZ84cLFu2THQcu9LpdNBoNKJjkAAd7a853rssUTvMZjPy8vIwbNgw0VFsSuSJfuPjd7ZBUFFRgYCAABslsh4PDw/ccccdOHz4MP74xz9i48aNHMVANvPqq6/i+PHjGDp0KHr27Ck6jtV0pkb9z//8D7Zt22bDNO2zxrIdUqVSqXDLLbdg4cKF2Lp1K1xdXUVHIkHy8vJQV1eHwMBA0VG6RQrnQC25sX7I5Zyns5RKJUaOHIk9e/bg4sWL6N27t+hIRA7twIEDKC4uRlBQkOgodvfvf/8bjz32mOgYJGFseJLTWbx4MVxdXR3q2yDRJ/atceQGgbu7O8aNG4fMzEzMmTMH7733ntOO9CTbMRgMOH78OMaOHSvbzS1aItWa1RHW3qxNKoKDg9GzZ0/84Q9/QGpqKtzd3UVHIju7du0a5s+fj+HDh/NLPBu5sX489thjli9yHKmWAICLiwuio6OxYcMGbNy4UXQcIof2/fffAwDi4uIEJ7Gvy5cvIy8vD1VVVQ61BAtZFxue5DRMJhMWL16MnJwc3HHHHQ7RnJJL06CjDQIvLy97xLEalUqFUaNGITMzE08++SR69OiBWbNmISgoSHb/FpKmEydOICAgwGGanV2tWQcPHrRyEutwtObnwIEDce7cOTz11FNYu3YtevXqJToS2Ulubi4WLFiAIUOGcCq7ndxY1xzxC2J3d3en2DGaSLSMjAxERkaib9++oqPYVUZGBlJTUzFixAj86le/Eh2HJIoNT3J4lZWVWLNmDS5dugR3d3eMHz9e9iNX5HIy35K2NiYxmUz2jtNtKpUKo0ePxtWrV1FSUoKVK1eioqICgYGBePPNNx1uQwKyrz/96U8ICwsTHaPbuluzPDw8rJTEdrqyjIfUKBQKDBgwAAEBAVi4cCHCw8Oxfv16h/iCkFpWWVmJl19+GVeuXMGIESOcckqkKC3VNUdqfPr6+uLUqVOiYxA5NLPZjIiICIwZM8bp3qsnTpwIDw8P7N69mw1PahUbnuRw6uvrsWLFCpSWlqKsrAzA9al6w4YNg0ajkf2bgZybna1pbBTU1tbKorFxM6VSidDQUISGhgK43rg9fvw4li1bhrfffltsOJKtiooKlJaWYvjw4aKjdJm16tUtt9yCEydOWOVY1L7g4GBMmDABe/fuxcWLF9GnTx/RkcjKSktL8corr+DKlSuIjIzExIkToVarRcfqNjmdI7VV1xzhC5TG87mcnBzWECIbUSgUwtc4FyUqKgpjx47Fnj17REchCWPDkxzK0qVLcebMGYSGhiIsLAyDBw+WZQOtJXI6ie+KxMRErFmzRnQMq1AqlTAYDHjuuedERyGZMhgMWLBgAaKjo2XZhHD0euUM1Go1evTogT/96U944403RMchK3rllVdw+vRp9OnTB5MmTZJljbmZI9YcuTc9FQoFRowYgaSkJKSmpjrU2vlEJA2BgYE4ePCgbAfNkO2x4UkOIz8/H+fOncP48ePh6ekpOk6XOeJJe0ctX74cmzZtEh2j23Jzc1FdXY0BAwaIjkIyYzKZcObMGaxatQoBAQGyHBVjixr2+eefW/2YtiD3BsXNamtr8Yc//EF0DLKywsJCDB8+HCEhIaKjdJkjnCt1pK7JvaYEBARgwIABmDFjBvr27YvVq1dDpVKJjkXkMDIyMjB69Gin/ULhN7/5DSZNmsS6Qq1iw5McRlJSEm655RbZNjsd4eS9u6ZMmSI6QreVl5fj7Nmz+OCDD+Dq6io6DsmE0WjEsmXLcOHCBXh7e2PEiBEICAgQHavTbFXHpkyZgn//+982OTa1zGAwoKioCAMHDhQdhazMYDDIdlSnI50rdbSuyb3pGRkZicDAQJw6dQqPPvooIiMjsXTpUlm+xxFJSXFxMeLj4zF37ly88847ouMIUVZWhnvvvVd0DJIwNjzJIRQVFcFkMslytIIjnbx3l0ajkfWC/bW1tTh06BDWrl3rtN+0UueVlJRgzpw58PHxwa233irbja5sWcvk9Psk5xp2o9zcXISGhsr2S0Rqna+vL3Q6Hfz9/UVH6RRHO1/qTF2Te13x9PTE6NGjUV1djfz8fDz77LMIDAzE+vXrWWOIumjnzp0AgLi4OMFJxCkvLxcdgSROKToAkTWsXbsW4eHhstuQyNFO3ruruLjY8me5PTcmkwmHDx9G3759ERMTIzoOyURlZSVmzZqF/v37Y/To0Wx2tuLG2iAXcqthNzKbzcjJycHKlStFRyEbeOaZZ1BRUSE6htPrSl1LTEyUdW3x8vLCgAEDMGnSJHh6euLJJ5/ka5Goi77//nuoVCpMnDhRdBRhQkJC8M033+CRRx5BQ0OD6DgkQWx4kuwZjUYUFBQgLCxMdJROkfMJq60cPHiwyd/ldGJ/9uxZeHl54bXXXhMdhWTCZDJh9uzZiI6ORnh4uOg4XWKv39Gba4NcyKV+3ay0tBTu7u4IDg4WHYVswM3NDQaDQXSMTpHr71JbulPX5HR+1BKVSoUBAwagb9++mDVrFhsVRJ1kNpuxY8cOjB07Fr6+vqLjCDN27FhcunQJX3zxBTIzM0XHIQliw5Nkb+nSpfDz84O3t7foKB0m55NUW/r1r38tOkKXNDQ0IDc3F2+99ZbsRhmTOMuWLYOLiwt69+4tOkqn2fvDtlxrAyDPel9bWyur91TqnJSUFFl9QJbj71BHWKOuyb3x2bt3bwQGBmLOnDkwm82i4xDJhtlsxuuvv46XXnpJdBShvv76a8sI1927dwtOQ1LEhifJWklJCS5cuIDBgweLjtJhcj4xpZZduXIFoaGh8PDwEB2FZMJoNOLcuXMYOnSorJrkcv9wTR3j6uqKsrIynDlzBvn5+WxEOBCz2Wx5z5ID1puOkXNtHjRoEBoaGrB48WLRUYhkQ6lU4vHHH8dvfvMb0VGEGzRoEAIDA7Fnzx7RUUiCuGkRyVZVVRVmz56NIUOGwMvLS3Scdsn1RNSeWpuKIPUdShUKBZRKfn9EHbd48WIEBgbKZhSd6Pol92lKcttwJCQkBDU1NXj77bdRU1ODhoYGDBkyBMuWLRMdjbqpqKgICoVCViM8HZUt6prcag1wvXETGxuLn376Cbm5uYiKihIdiYhkIjY2FkqlEhMmTMCBAwdgNptlNZCAbI8NT5Ilg8GAP/7xj4iKipL82p2iGwVyolKpREfokoCAAJw5cwZFRUWyGTVD4phMJuTk5OCOO+4QHaVdUqlfcq0NN5NTM6J3796W5RYKCwuRk5MjNhBZRW5uLtdmlQhb1jU51RoAcHd3x7Bhw7BkyRJ8/PHHbFgQtcFkMmHWrFlISEjAlClTRMcRymQyAbhe6/z9/Vk7qBkOSSJZmj17Njw8PCS9G7acpxeJMmLEiFavk/Jz6eXlhVtuuQVz585FZWWl6DgkcVqtFt7e3vD09BQdpVVSq19t1QY5ktrz2x4/Pz/U1NSIjkFW8Mknn3BkuUTYo67JqdYEBwdDoVAgNzdXdBQiSTt27BhSUlJw9OhR0VGEa3wOgoOD4eLCsXzUHBueJDtarRaVlZUYNmyYZL/FkcvJpdxI+Xnt0aMHoqOj8dxzz3G3UWrTxo0b0aNHD9ExWiXl3zNHI5dmxOXLlzkq0EEYjUZ+KHRCcqgzCoUC/v7+uHr1qugoRJK2c+dOAHD60Z0tMRgMoiOQxLDhSbKzZs0a9O/fX7JrJsrhpFKqvvrqq3ZvI+Xnt0+fPvDx8cHy5ctFRyGJWrZsGQoLCyW79IFUf786UhvkTKrPO3C9QZaTk4OVK1eKjkJWoFQqYTQaRcdol5R/J6zF3nVNDs+pp6cn/va3v4mOQSRpu3fvhkajwbBhw0RHEe7BBx+0/HnhwoWIjIy0THMnAtjwJBkqLS1FUFCQ6BhkA3JY07A9YWFhHJ1ATdTV1WHevHl44oknLGt3SnE6u5Q/DDtCbZCrgoICBAQEICAgQHQUsoLf/va3qK6uFh2DIKauSX1UuaenJ1+fRG0wm83Yt28f7rzzTskO/rGnn376yfLnoKAgXLlyBadOnRKYiKRGdnNaEhMTkZCQgLi4uG4dR6fTYc2aNQCAwMBAZGdnIz4+HlOnTrXqfcj6jEYj1Gq16BgtkvJJpBx0tJEt9V3beQJCjRoaGpCYmAhfX18MGzYMPj4+knx9SL12OcOXXFKta9euXcO8efNExyArCQsLQ1lZmegYBLF1Tar1JiAgAMeOHUN9fT3c3NxExyGSHIVCgezsbJSWloqOIgklJSWWP0+cOBHA9RGwQ4cOFRWJJEYWDU+tVouMjAykpKQgKysLCQkJ3TqeTqfDqFGjkJaWhtjYWMvliYmJOHToEJKTk61yH7INlUoFk8nkMLv20v9xhDdvnU4HX19f0TFIIl588UX4+vpi6NChXHO4GxyhNshVTU0NNBqN6BhkJeHh4aioqIDBYJDsWp5yqEnWILquSXEnd1dXV/To0QNLlizB+vXrRcchkiRfX19+1vj/bpx9EhsbC09PT+zZswezZ88WmIqkRHrDTG6SmpqKpKQkALBaUzEhIQFTp05t0rgErr/hp6amIiMjwyr3IdtQqVSSXH/KWU7QbWnPnj2iI3Tb5cuX8dJLL4mOQRJgNptRVFSEfv36sdnZTY5QG+TKz88PhYWFomOQlahUKgQEBODatWuiozg9qdQ1qU1zHzRoEHJzc1l3iFpgNptFR5CUCRMmWP6sVqvx8MMPS3adfBJD8g3PmTNnIi0tDTNnzrTK+lGNo0Vbe2OfNm1as8ZqV+5DtmE0GmEwGCQ3ulNKJ4py9tBDD4mO0C11dXXQ6/UICQkRHYUkoKamBgqFAu7u7qKjtEhOdUvutUHOwsLCsH79ekl+0Uhd4+fnh6qqKtExnB7rWstcXV0xYsQIPP/8802mqxI5O5PJhAEDBmDVqlWio0jGl19+2eTvH3/8MTZu3CgmDEmS5Bue1tY4bSM6OrrF62NiYpCRkQGdTtet+5BtXLx4ET4+PpJreBIB16ezazQayY7mI/sqKyuDh4eH6BgkI1JsQgcGBsLX1xeLFy8WHYWsRMojhKT4O+AspPTcBwcHY/DgwXjuuedQXFwsOg6RJJw6dQrnz5+Hq6ur6ChEsuF0Dc+srKw216JqbGoePny4W/ch66urq8OSJUswYMAA0VGakNIJotwdO3asw7eV4vNuMpkkuyYa2d/bb78t2c12pPj705bO1AayviFDhiAnJ4fToB1EcXExAgMDRcdweqxrbQsLC8PQoUMxe/Zsjmgjwv8tg9G4OQ8Bw4YNa3ZZUVERDh48KCANSZHTNTy1Wm2bU+MbG5tarbZb9yHrKiwsxNNPP42IiAhJNRDk1jSQOr1eLzpCt7i5uaGmpkZ0DJIAg8GA/Px89OzZU3QUhyD32tAZUnxfcXd3x8CBA/HCCy9warvM1dbWoq6uTpIbUUnxtW9LzlTXuqpHjx649dZbcfr0aTz77LOoqKgQHYlImD179sDT0xOjRo0SHUUy1Gp1s8umTZuGRx55RNKzGch+nK7hWVpa2uZJXmNj88bp6V25T2sqKiqa/FdfX9+R2E6ruroac+bMwfPPP49BgwZJbnQnWdfo0aM7dXupfTjy9/dHbW2t8J1XbaW+vr5J/aqsrATAutaSpKQkaDQa7qJpJZ2tDWR9ERER8PHxwaxZs0RHsSpnq2s1NTVwc3OT3NIrUns/twcp1jUp/hx8fX0xceJE+Pr64umnn8YLL7zAZnE7WqtrJG9ubm741a9+xSntN8jMzGx22YQJE5Cfn49Lly4JSERS43RzLzu6zuaNi2R35T6teeGFF6BWq/H5559jypQpGDt2LO68806MHTsWX3/9NQAgNjYWJpMJR48eBQA8+OCD+Omnn1BSUoKAgABMmDDBskDvsGHDoFarLb/s9913Hw4fPoyioiL4+vriV7/6FdLT0wFcn5Lm7e2NAwcOAADuvvtunDhxAgUFBfDy8sKvf/1rbN++HQAwYMAABAUF4eeffwYAxMXF4dy5c8jNzYWbmxsefvhhbN++HSaTCTExMQgPD7cMs7/rrruQm5sLrVYLFxcXJCQk4PPPP0dDQwN69eqFmJgY7Ny5EwAwfvx4FBcX49y5cwCAxx57DF999RWqq6tx+vRpaLVa9OnTB+Hh4fD29kZNTQ3q6uoAXG8uVVRUwGg0Qq1Ww9PTE+Xl5QAAT09PmM1m1NbWArg+CreyshJGoxEuLi7w8vJqclsAlpF5fn5+qK6utmyO5OPjY3kNeHh4QKFQoKamBsePH4efnx9GjhyJnj17oqKiAt999x0SEhIAXF9npby8HOPGjQMAfPfddxg8eDAiIyNRU1ODr776Co899hgA4Ny5cyguLsb48eMBAN9//z1iYmLQu3dvNDQ04PPPP0dCQgJcXFyQnZ2NvLw83HXXXQCA3bt3Izw8HH379oXJZML27dvx8MMPw83NDZcuXcL58+cRFxcHAPj5558RGBiIgQMHAgA+/fRT3H///fDy8kJBQQF++eUX3HPPPQCA/fv3w8fHB0OGDAEApKenIz4+Hn5+frhy5QoyMzNx3333Abi+nINarcbw4cMBXF9AesKECZadYH/++Wc8+OCDAICjR4/CaDRavp38+uuvMXbsWISEhCAkJASurq545JFHAAC//PILamtrMXbsWADAv//9bwwfPhxhYWGorKzEt99+a2kuuru7Q6VSobq6GsD/a+/O4+Iq7/2Bf4Zt2ALDQAIJEJIhm4lbSWLj0rqBtr22dQFT72312jbBunZRxrTaJGYhYGISE6sQ41prI1St2/UK1jRqogEmi5oVJgmEQAIMw77NzPn9kd/MDbIEhpl5zjnzeb9evl4KzJmPs3znOd95zvOcHSB3d3ejt7cXAQEB0Ol0rr/VarUIDg52bdowbtw49Pb2oqenBxqNBjExMWhuboYkSdBqtQgJCXENFiMjI9HX1+c6+dXr9bBarXA4HAgJCUFKSgqeeuopzJkzB1dccQUsFgsOHToE4Ow3jh988AHa29sxadIkXHLJJfif//kfAMBll12Gzs5OfP311wCAW2+9FR9//DFaWlowYcIEWdQIk8nkeq8eOnQIp0+fBsC69u26NnPmTLS3tyMlJQUWi2XAayQ0NNQ1SyUiIgJ2u92nde3f//636/8XAPbv34+enh7Mnz8fAPDBBx/Irq453xNKrGtWqxUff/yxouua8zWbnJyMAwcOYM+ePaxrAjOPpa7p9XokJCTAYrEM+xoJCQmBVqvt9xqx2WyuWuXpuuasG2+++SauvfZaxMTEoKGhAbt27cJPfvITAMCePXsAAN/5zncAAO+88w4uv/xyjB8/Hs3Nzfjkk09Y1zD2urZ9+3ZcfPHF/ca8wPnHxwEBAf1qVVdXF/r6+hAYGIioqCg0NzcDcL+u6fV6TJo0CSdPnsSSJUtw8cUX484770RxcTH6+vowdepUTJkyBZ988gkA4Hvf+x7q6+tx9OhRaDQa/OxnP8Pbb7+Nrq4uJCcnY9asWSgpKQEAvxmvkbK9/PLLoiMowtVXX42VK1dix44dmDJliug4JJhGUtBcX5PJhLlz56KkpMQ1IBgtjUaDtLS0Qb8NOPc+cnJyXDuvu3Obb2ttbUV0dDRqamr6zfjRarXQarVu/b+olcPhwK9+9SsEBgZizpw5iIiIEB1pADl+A64GUVFRbl2u5NxYTA46Ozuxc+dOvPHGG6KjeFxPT0+/WU61tbWYPXs269q3/PznP8fMmTMRHx8vOsqglFi/3K0NSiWnmuZkt9tx4sQJ1NTU4LXXXhMdx2P8ra5JkoTMzExcd911g14KKIoS69JYyb2uybEOOZ0+fRr79+/Hhg0bkJiYKDqO7AxV11paWnjlCalKa2vrgNd0R0cHdDod7rrrLjz//POCkpG3Oftr56trfndJu06nG9GMzXMXc3fnNkOJiorq948aBs+e9sgjjyAoKAjz58+XZbOTvEcNa9KEhobCZrOJjuEVWq22X/0aN24cANa1c9XV1cFut2PChAmiowxKqU0FNdQGJaupqcG//vUvWCwWbN68WXQcj/K3uqbRaBAREcH1pmVA7nVNzp8X8fHxuOSSS/Dwww/z8vZBDFXXSLkOHz7Muj2IwTaNjoiIQG5uLm6//XYBiUhu/K7hOdzmQwBcl1Ccu2anO7ch99jtdhw7dgyXXHKJ7NaXcpLzAFDpEhIS3LqdnJ6Tzs5Orq3jx9atW4fExERZ1i85vU9Gy93aQGPX29uLAwcOoLCwEIWFhYiJiREdicZIq9Wit7dXdAy/p4S6JufPjQkTJiAiIoKbxpJf+PGPf4yMjAzRMWRnqOUaHn74Ydxwww0+TkNy5HcNT4PBMOyGIs6ZnAaDYUy3IffU1dVh3Lhxsm0YyXngpwbONb2UrLa2ljtz+7G2tjZZXi6m9NqlhtqgVPX19YiPj2ejU0XsdjsCAuR1CiDny6e9RSl1Tc6fHzqdDlu2bBEdg8irnGvRXnHFFaKjyI4cx9wkL/Ia7fhAWlrasJenO78lPHeNUHduQ+7ZvHmzbE+q5DzgUwvn4vFK1dvbixMnTmDZsmWio5AgHR0dsluKQw21S+m1YTTk1vgJCgpybbBC6tDT06OaS/SVzJ/qmrfYbDYEBfndHrzkZz799FMAZ3cfp/6Gm8W5ZcsWvPDCCz5MQ3Lkdw3PhQsXAji70dBgysrKBjQu3bkNuaexsfG8Swj4WnZ2tioaBkqQmZkpOsKYHDt2DImJiYiOjhYdhQSQJAmdnZ2uHdLlQC21S+m1Qcn0ej2amppgt9tFRyEPkCQJXV1dCAsLEx1lALk1+71NSXVNrp8lra2tuOeee0THIPIqZ8PzyiuvFJxEfoqLi4f83bPPPot169b5MA3JkSobnlarFUajEaWlpQN+l5aWhvT0dGzbtm3Q2xYXF8NoNI75NjR6XV1daG5uxvjx40VHcZHrAI8GEv1cORwOVFdXc3anH7NYLAgNDUVgYKDoKADEvydIHUJDQ6HT6fD111+LjkIe0NnZiaCgINnUKaKxktvyDESeds011yAnJ0d2k4Lk7uqrr8aBAwfQ0NAgOgoJpKhPCOel4+fbMb2wsBD5+fnIysoa9PdFRUUoLi4eMGMzOzsbOTk5g87WdOc2NDpLly7FpEmTZDMIZ7PA97755hvREdzW09ODwMBA2S7JQN735JNPIjY2VnQMVVJybVCDGTNmYNWqVejo6BAdhcaopaVFlrM7Af8bdymtrsnx+YmKisLGjRtFxyDyqltvvRV5eXmiY8jSnDlzhvydcwkA5wxZ8k+yX/SkuLjYdYlLeXk5AGDRokWun2VlZWHx4sX9bpOeng6dTofbb7990GPqdDpUVFTAaDRCp9MhNjYWVVVVyMjIGPLyEnduQyNns9lw/PhxLFiwQHQUAPIc1PmDtrY20RHcptFoYLfbIUmSLHfoJu9yOByoqanBRRddJDoKAPXVMCXXBjWIjo5GSkoKHnroIWzZsoU1TsG6urpkuzGkv1FiXcvOzpbV0gNTp07Fp59+iu7uboSGhoqOQ0Q+FhkZOeTvvve97wEAduzYgVtvvdVXkUhmZN/wzMzMHHVDMS0tDc3NzcP+jU6nG/UHtju3oZFZtmwZdDrdsEXLV9TWKFCSBQsW4NixY27dVvR7U6vVIjIyEo8//jhWrlwpNAv53pIlSxAWFsYZvl4yltqgNHJrKDilpqZi165dWLp0KZ544gnRcchNWq0WNptNdIwB/HHs5U91zVvCwsKQmJiIRx99FBs2bBAdh8jj3nnnHfT09CAzM5NfNg7iyy+/hMFgGPR3cXFx2LlzJy655BIfpyI5UdQl7aRex48fH7JY+ZI/DrjJMzQaDS6++GIcOnRIkbM2yH1Lly6F2WzGxRdfzMEoqVZAQABmzpyJ6upq0VFoDGJiYtDe3g5JkkRHIYWS21h5xowZqK2tRWNjo+goRB63evVqLFmyhONLN11++eWy2kyUfI8NTxKutbUVPT09nBlF+PDDD0VHGJOIiAgYDAY88sgjoqOQD9hsNvzud7/DkSNHcMUVV8jmcjq5nYx6gtJrw2jJ9TmMioriOp4KFxERgbCwMDQ1NYmO4veUXNfkVKOCg4Mxc+ZMPPLII2zkk6q0tLSgrKwM119/vegosnXjjTeKjkAyx4YnCVdXVwe9Xi/8mys5Dd78lVzWPxyL5ORkWCwW0THIy2pqavCLX/wCXV1duOqqqxARESE6kqqpoTaoAdcoVofHHnsM+/fvR1dXl+gofk3pdU1O4+bk5GTYbDYcOXJEdBQij9m+fTscDgcbnsP4+uuvh/19d3c3brjhBixfvtxHiUhu2PAk4bZu3SqLtTtJvMTERNERxiwgIAB2u110DPKi5cuX4/e//z0uvPBCpKWlITg4WHQk1VNDbVCDtrY2NvdVYMaMGZg2bRo+//zz8655T96jhroml6anRqPBnDlzsHTpUlmuUUvkjo8//hgAcO211wpOIl+1tbXD/j40NBTHjx/HBx984KNEJDdseJJwFosFOp1OaAa5DNj8nRoulWxsbIRerxcdg7zk+PHj+Prrr3H55Zdj/PjxouMMoNZapobaoAZ1dXVISEgQHYM8YOXKlVizZg3Ky8tx+vRp0XH8klrqmlw+d/R6PWJiYvDoo4+KjkLkEX/+85/xwQcfyHK8KRcj+RL26quvRkVFBfdY8FNseJJQf/zjH9HW1sYGEQEA3n33XbduJ6cdjU+dOoX7779fdAzykj//+c+49NJLOSvdx9ytDeQ5ra2tqK+vx+OPPy46CnmIwWDAM888g3379qGnp0d0HL+jproml6bn7NmzUV1dzc3VSBXi4uLwwx/+UHQMWbvpppvO+zfXXHMN7HY7Pv/8cx8kIrlhw5OE6OjowH333Yfq6mpceeWVQi8JlcsgjYCf/exnoiOMic1mQ2NjIy644ALRUcgL2tra0NXVhbi4ONFR/I7Sa4PS2e127NmzB3PmzOFupyozYcIETJw4EadOnRIdxe+wrnmeVqvFpZdeikceeQTd3d2i4xCRl23btu28f3P11VcjJiYGZ86c8UEikhs2PMmnHA4HjEYj7rrrLmi1Wlx55ZWy2dmYaKw6OjoQERGBkJAQ0VHICzQajesfOeKXN+QtX331FfR6PZYtWyY6CnnBwoUL0dfXJzoGKZxcPoPi4uIwadIkPPTQQ6KjELktJycH//3f/w1JkkRHUbykpCQ0NjbizjvvFB2FBGDDk3xGkiTcf//9aGxsxPe+9z3MmjULgYGBomORjBw6dEh0hDHp6upCWFiY6BjkJREREbDZbNwQQQCl14bRktMyHbW1tWhtbcX69etFRyEv+cc//sHxmAD+Vtd8aebMmWhra8PJkydFRyEaNUmS8Le//Q1ms1m2X7LLxcyZM0f0dwEBbHv5K48882vXrkVra6snDkUq9uc//xnt7e2YN2+ebJpCcvk2ms5qamoSHWFMent7odVqRccgL9FoNNDr9bJ8naq9lsnxMfcH3d3dOHDgADZs2ICgoCDRcchLOjs7R7TxA3mWGuuaXD6LAgICkJKSgry8PNFRiEbt4MGDqK2txY033ig6iuyNZpmplpYWNDY2ejENyZFHGp6LFi3C6tWr8Zvf/AbHjx/3xCFJhdra2pCYmMhZBDSkK6+8UnSEMWltbeVJo8pptVpe+imA0mvDaMhpduexY8eQnJzMdWtVrqOjg2uzCuBPdU0EnU6H9vZ20TGIRu2jjz4CANxwww2Ck8jfSDciqq+vh16v59UqfsgjDc/o6GisWbMGa9asQVFREX7zm9/gX//6lycOTSpy1113oa6ujs0C8ig5NQdaWlpw3333iY5BXiJJElpaWmTXGJDLjBoaOznVM4fDgZqaGixfvlx0FPKyrq4u2dU1Ui65fCbZbDZexkqKdPr0aUycOBFpaWmio6hGQkICJk+ejO3bt4uOQj7m0U+B6OhoPPLII3j22WfR3NyM3/zmN7zcnVwuvvhixMTEYMeOHWhubhYdh2SotLRUdAS39fX1ob29HRMnThQdhbzkT3/6E4KDgxETEyM6it9Rcm1QKmdzf9y4caKjkBc5HA44HA4uWSAA65p31dbWIj4+XnQMolHLzc3FiRMneFXkCKSnp4/4b6+++mqUlZWhs7PTi4lIbrz2tddtt92GxYsXQ5IkpKWlYf78+Vi7di327t3rrbskmQsMDMT69euRm5uL8vJy1NTUCM0jl2+g6f9Mnz5ddAS3nTlzBnFxcRycqJAkScjJyUFlZSUuvvhiWS0g7y91TMm1YaTkNLsTOLtEh06nEx2DvMzhcMiqpvkTf6hrotjtdtTX12Pp0qWioxC5JTg4WHQERThy5MiI//bqq69GX18fdu3a5cVEJDcebXi2trbiySefxA033ICFCxeioqICaWlpKCoqQmFhIb7zne/g73//O+bNm4fp06dj4cKFeP755zkD1M8YDAYUFhbi6NGjXDiY+klJSREdwW319fW4//77RccgL/jd736HxsZGfO973+MarYIouTYold1u5xc4fiAoKAgBAQFcbkgA1jXvsVgsiI6O5kaSpDgnTpxgPR6F6urqEf/tddddh7vvvht6vd6LiUhuPHb9ypYtW/Doo49i8eLFroV2B3P99dcDOHupVGlpKUpKSrBmzRrMnTsX27Zt81QckrmYmBhERkbCbreLjkIy0tPTIzqCWxwOBxobGzFt2jTRUcjDOjs7UVNTg+uuu05237b7y+xOQLm1QcnCw8NhsVhExyAf0Ov1aGhowKRJk0RH8Susa96j1Wr5+JIi3XLLLQgICEB5ebnoKIowmi81UlJS8MILL3gxDcmRR2Z4Pvnkk7jnnnvw6KOPIjc3d0S3iY6Oxm233YbnnnsOlZWVbHb6mVOnTqG5uZnfsFA/b775pugIbnGudRcWFiY6CnnYgQMHMHHiRDY7BVNqbVAyvV6PpqYmrnXlBx544AGcOnVKdAy/o+a6Jvozaty4cZAkSfjyWUSjcebMGezZswdXXHGF6CiKceutt4qOQDLnkYanc92pRx55xBOHI5Wrq6vDQw89hLlz58quiUBiLVy4cFR/L5c17xobGzF+/HjRMcgLXnzxRdltUiT6RFKE0dYGJZLb8xoSEoKUlBQ8/PDDoqOQl11wwQVobm5GR0eH6Ch+xR/qmigajQazZ89GTk4OryYjxXBuZHbDDTcITqIco50019zcjFdffRWVlZVeSkRy45GGp9lshsFg8MShSOUqKyvx4IMP4tJLL0VcXJywHHI7saSzAgK8to+aVzU0NODBBx8UHYO8oLe3l2uAyYBSa8Noye2zafr06bBYLJwlpXJBQUFISkpCXV2dsAxy+QLTl9Re10TXs/j4eERFRWHJkiVCcxCNVElJCYKDg3HNNdeIjqIYDodjVH9fU1ODO++8E//85z+9lIjkxiOftN/5zndgNps9cShSsWXLluGPf/wjLrvsMs6Go0Ep8du23t5etLW1ITk5WXQU8oLg4GD09vaKjuEi+gRSFCXWBjUIDAzE7Nmz8dhjj4mOQl720EMPoaGhQXQMv8K65n2zZ8+G2Wzm7GVShGuvvRZ/+MMfEBkZKTqKYqSmpo7q7y+88EJER0fj008/9VIikhuPNDzz8vIgSRLeeustTxyOVKi6uhrffPMNFixYgOjoaNFxSKZqa2tH/LdymQ1SXV2NSZMmcTdjlbrnnntw+vRp0TH83mhqA3nWhAkT0NraOupZFKQs4eHhsNlsQjPI5XPdV/yhron+ki4sLAwTJ07EihUrhOYgGok777xzxPuh0FmJiYmj+vuAgABceeWV+OyzzyBJkpdSkZx4pOGZnp6ON954A7/+9a/R1tbmiUOSivT29uLhhx/G3LlzZfGNlejBFw3t6quvFh1hVGw2G44fP45ly5aJjkJeMmvWLDQ1NaGrq0t0FL+mtNqgJhqNBoGBgdzxWOUcDgc0Go3oGH6Fdc03EhMTuSkXkUrt2LFj1Le56qqr0NTUhMOHD3shEcmNxxaPyczMxLZt23DbbbepetdBGr0lS5ZgwoQJ3JGdVOfo0aOYMGECYmNjRUchLwkJCYHBYMChQ4dERyESorOzE0FBQQgLCxMdhbyot7cXQUFBomP43SxP8j6dToeOjg50d3eLjkI0pNdeew0fffSR6Bh+4fbbb8e7777L5cj8hEdXy05PT8dHH30ESZLQ2trqyUOTQjkcDlRXV2P69OmiowDg7E652759u+gII2axWFBbW4snn3xSdBTystWrV6OhoUEWJ0v+2gxQUm1Qm6NHjyIpKUl0DPKygIAAXt7nY6xrvhEQEIDx48dj5cqVoqMQDUqSJDzyyCPIy8sTHUVx3NngKTU1FTfddBMiIiI8H4hkxyvbA952222IioryxqFJYU6ePInw8HDODKERUco3bX19fdi7dy/WrFnD17YfCAoKQnx8PM6cOSM6it9SSm0YK7k1tJubm9HU1MQ1xfxARESELL7UAeT3PvAWf6lrcpCSkoJjx46xqU+ydPToUdTV1XF3djdUV1eLjkAy55WGJ5HTxo0bZbMjO2d3yt9od9oTQZIk7N+/HxMnToTBYBAdh3zEbrcjODhYdAy/pYTaoEaHDx/GrFmz+Nr3AzqdDr29vejr6xMdxW+wrvmOXq9HSEgI11wnWXLO9mbDc/TMZrNbt/v0009x6623oq6uzsOJSG7Y8CSvslgsXN+QRkz0DrEj0dDQgI6ODqxdu1Z0FPKRvr4+NDU1QafTiY7it1/cKKE2jJXcZrV1dXWhvb0dS5cuFR2FfECj0WD8+PE4efKk6CgA5Pd+8AZ/qGtyodFoMGvWLBw+fBh2u110HKJ+Pv30U2i1Wlx22WWioyiOu2tPt7S04K233sJnn33m4UQkN2x4ktf09PSgtbVVFk0CUoaioqIR/Z2oEyFJkvDNN99gxYoVCAwMFJKBfG/p0qWIjY3l8gUCjbQ2KJUcmzuNjY2Ii4tDQACHiv5i1apVqKysRG9vr+goAOT5vvAktdc1J7l8URcTE4Po6Gj88Y9/FB2FqJ+VK1fin//8J7RaregoipOVleXW7a644goAZ5vNpG4cxZLXLF26FAkJCbJpDKl94KwGt912m+gIw7LZbOjr68PUqVNFRyEfOnnyJFJSUkTH8Gtyrw1jIdfPJqvVil/96leiY5APxcbGYurUqdi9e7dsZh/K9f3hCWqua3I1a9YsmM1m2by+iYCza8zeeOONomMo0j/+8Q+3bqfX6zFnzhw2PP0AG57kFU1NTaiqqmJjiEYlJCTkvH8j8uTHZrNBo9HA4XAIy0C+1dHRga6uLuj1etFR/NpIaoMSybmZ09raioSEBNExyMfy8vIQExOD3bt3cz1PL1NrXZOziIgIxMTE4JtvvhEdhYg8YCxXJHz/+99HZWUlOjs7PZiI5IYNT/K4zs5O3HfffZg9ezaioqJExyEFOX78+LC/F90cCAsLQ1RUFA4ePCg0B/lOXV0doqOjodFoREfxa+erDUokup4Nx263o62tjQ1PP6TRaLBhwwbo9Xp89tln6OjoEB1J1u+VsVBjXRuKXC5rB87Oplu3bp3oGEQAgBdeeAF333032traREdRpLFcgbVy5Uo0NTUhPDzcg4lIbtjwJI/q6urCokWLkJKSgsTERNFxSGGqqqqG/J1cTngmTZqEv/zlL6JjkI9IksRmpwwMVxuUSC71bCgnTpzA+PHjZbMkDfmWRqPBU089hdTUVJSXl3OTFy9RW11Tiri4OHR3d8NqtYqOQoR3330Xb7/9NiIiIkRHUaTU1FS3b6vX6znT3g+w4Uke43A48Jvf/AYTJ04cU/HxFjl9u0yDu/766wf9uZyaA9HR0WhpaREdg3wkMTERFosFXV1doqP4taFqA3lea2srKisrkZeXJzoKCbZy5UpER0ezMeclrGtiaDQaTJgwga9rkoXdu3dj/vz53CDQTf/617/GfAwu36JufGeRx+Tk5CA4OBjTp08XHYVURE7NTuDsWjH8NtB/hIeHIzU1lcsYkEfJ9Qu406dP48svv8Qll1wCnU4nOg7JwC9/+UtZnAzKbSxAoyenuhceHo7XX39ddAzyc7W1tTh16hTmz58vOorfWrNmDfR6vSyWbyHvYMOTPKK7uxvHjh3DJZdcIsvLP+U0yKKhffbZZ6IjnJfFYkF0dLToGORDy5cvR2Njo+gYfk0JtUHJJEnCkSNH8M0332Dz5s14/PHHRUcimfjrX/+K0NBQ0TFUiXVNHG5ASXJw4MABaDQaXHbZZaKjKNZVV101pttPnDgR7e3t+OKLLzyUiOSGDU/yiMrKSsTFxXHmG43JhAkT+v233GZ0SJKE2tpaLFmyRHQU8iE5reMpt/eEr3y7NpDnSJKEiooKWCwWvPjii4iPjxcdiWSkvr6em1d5iT/WNblMQOjt7cXChQtFxyA/l5GRgZaWFtx4442ioyjWmTNnxnT773//+wCAHTt2eCIOyRAbnuQRQUFB/KaUxmzGjBmuf5djY6e1tRUAMH78eMFJyJcsFgt3cBTs3NpAnnXixAnYbDY8//zzCAsLEx2HZMZutyMoKEh0DADyHBeMBeuaODabDVqtVnQMIowbN46z6MfgyJEjY7r9lClTkJSUxIanirHhSR5hMBjQ0tKCffv2yW4NDLl8m0zKd/LkSSQlJclmth/5xtNPP42YmBjRMVzUdtJP4jgcDhw+fBjr1q3jhgk0qOjoaNTW1oqOQeRRDoeDNY+EkiQJkiSJjuH3NBoNbrvtNqSkpIiOQl7CSk8eERISgldffRWRkZHYuXMnGhoaREdyYXNAOZwLyMvxObPZbKitrcXSpUtFRyEfcjgcqK6uRlJSkugofo2bS3iH1WpFZGSkrBr6JC9PPfUUjh8/jmPHjsniSh45jg/cxbomjiRJbHiSUEeOHEFsbCzrwBjdcccdYz7Ghg0b8NJLL409DMkSKz15jFarRV5eHjZu3Ih9+/bJYmBMyvLTn/5UdIQhVVZWIiEhAZGRkaKjkA8dO3YMoaGhiIqKEh3Fr8m5NihZR0cHX9s0rKioKBQUFKCxsRH/+te/cOrUKc5K8hDWNTH6+vrQ2NjI5YlIqLKyMjQ3N/N1OEb//Oc/RUcgmWPDkzxu0qRJCAsLQ3Nzs+gopDDh4eGynL3R0tKCmpoa5Ofni45CPvbkk09ydqcMqG0NVbnUud7eXm42SOcVHR2NLVu2YNOmTaisrMS+ffuENj3l8v4ZK7XVNaU4duwY4uPjuUEbCbV7924AwLx58wQnUbbOzk6PHKexsZHreKoUG57kFRqNhpeK0KjV1NSIjjBAd3c3ysvLsXr1ap6c+Jm+vj40NDRg4sSJoqP4PTnWBjXo6enhTsU0YvHx8Xj55ZfR0dGB48ePC82ihqanP9Y10c+bzWbDiRMnsGLFCqE5iHbv3o2ZM2dCp9OJjqJonpqU8OCDD+LGG29ET0+PR45H8sGOFHmcJEloa2vjpb80agcOHBAdoZ/u7m7s2rULqampmD59uug45GPHjh1DTEwMgoODRUfxe3KrDWMh+oT/XO3t7TzZolEJDAx0zfRsa2sTmqWgoEBW76fRUlNdGwk5PFdnzpyBXq9n3SOhJEnChAkTkJ6eLjqK4s2ePdsjx7nmmmvQ3d2NL7/80iPHI/lgw5M87syZMwgLC2OTgEbtkUceER3Bpb29HTt37sTUqVOxevVq0XFIgK6uLoSGhoqOQQBuvPFG0RE8Qg4n/E5dXV1obm6GwWAQHYUUJioqCtOnT8fRo0dFRwEgr/fVaKilro2EXJ4jh8OBoKAg0THIz2k0GrzzzjvYvHmz6CiK99FHH3nkONdeey0AYPv27R45HsmHYhqeVqsVRqMRRqMR+fn5yM7ORnFx8ZiPmZ2djezsbGRlZSErKwuFhYVD/n1hYSEyMjJQXFwMq9UKADCbzSguLkZWVhZMJtOY8qjFyZMnueMrKVprayu++OILzJo1i81OPxYREYHu7m7RMQYll5NHUh6Hw4Gamhp8/vnnmDlzJk/+yS3Lli3DmTNnYLfbRUcBwJpIIxMVFYWmpiZurEpE/UybNg2TJk3CJ598IjoKeZgiRrlWqxVz585FUVER0tLSXD/Pzs5GWVkZ8vLyRn1Mk8mErKwsFBQU9JtOnpGRgaqqqkGPabVaUVpaitLS0n4/1+l0A7L5s5dffpm7vtKoFRQUyGLdlJaWFuzevRu5ubmYNm2a6DgkUHJyMjdfk4ldu3aJjjBmcmjInD59GocOHYJWq8WmTZu4aQe5LSQkBNHR0WhubkZcXJzoOIqkhro2EnKofU5RUVEIDw/HsmXL8MQTT4iOQ37q6NGjmDhxIpd/84DLL7/cI8fRaDRYuXIll7tQIUU0PLOyspCZmTmgoVhQUICYmBhkZGSMeg0M5zG/fbuCggKkpqYOecyCggJUVVXBbDZDr9dj7ty5WLx48ej/p1Sst7cXWq1WdAxSEOdgWPRMka6uLpSVlbHZSQDgqmM2m42z4ASLjo4WHcFtcjjZt9vt+Prrr2G1WrFy5UpMnTpVdCRSAZ1Oh5aWFtk0PAsKCpCdnS06xogpua4p2ezZs/Hll1+is7OTm1GSELfccgvCwsJQVlYmOoritbS0eOxYd999t8eORfIh+0vazWYzSktLhxzA3H777aOe4Zmfnw+z2YwlS5YM+J3BYEB6evqQx3TeX1FREQoKCtjsHITD4YBGoxEdox85nHDS+Ym+fPirr77C1KlT2ewkl6CgINhsNtExBuVPdc1Ti9L7gnMjFblsqCJJEvbu3QuHw4GXX36ZzU7ymPvuuw/19fWiY/Qjh/fcSCmprqlJVFQUkpKSYDQaRUchP9TW1oYDBw5g/vz5oqOogr9t/kajJ/uGp3PgMtSi+qmpqSgtLXWtqTkSJSUlADDklOW0tLQBl63TyAUGBgqfqUfKIZeTk6amJnR2diI3N1d0FJIJSZLQ29uLkJAQ0VFIIeRSz8518uRJdHV14ZlnnuFMZfKo1NRUOBwOVFVVcU1EUpRp06ahrq4Ora2toqOQn6moqIAkSWx4ylRRURFWrlwpOgZ5kOwbniaTadi1FJyN0PLy8hEfs7y8fNhjpqamuu6bRi8kJAS9vb2iY5ACfLs5IHKzK6vViokTJyIgQPZlkXykuroaUVFRfE3IQFFRkegI5yXHZqfD4cDhw4fx5JNP8nVMHqfRaLBp0yY0NDRgx44dMJvNshj/yfG9OBgl1LWxkutzERwcjJiYGJw+fVp0FPIzu3fvBgA2PD0kKyvLo8d75513sHLlSuFXHZLnyH7061wrcyjOxqXZbB7xMYc73rmGa6KaTCYUFhaOuina2tra7x85bNLiaVqtVpX/X+RZgw2CRX7T3tfXh9tuu03Y/StBT09Pv/rV1tYGQL11bd26dZg4caLoGATgxhtvFB1hWHI9qa+rq0N0dDQ3JxqGv9U1T9PpdNi6dSuefPJJtLe345NPPsGePXtcj6Mocn1PnkvudU3tAgICVPu+HqqukXiXXHIJfvWrX+GCCy4QHUUVPvzwQ48e75prrkFPTw+++OILjx6XxJF9w9NisQw7G9PZvBzNJe1paWnD/n1VVdWQxywtLUV+fj4AuNbvzMjIGPEl8MnJyYiOjnb9o8bLZ3/5y1+ivb1ddAySsaFOREQuhRAREYHXXntN2P0rQW5ubr/65Vx/TK11zWKxyGYzDn8XFRUlOoIi1dXV4be//a3oGLLmb3XNGzQaDRITE7F582a8/vrr0Ol0+PLLL7F3716hMz7l3vRkXRPHbrejsbHRdVWf2gxV10i8G2+8Ec8//zwCAwNFR1EFTzfzr7nmGgDAJ5984tHjkjiyb3iOtJHZ1NQ04mM6N0Aaanams3n57WM6L5/Pyclx7RiflpaGoqIiZGRkjGi2Z01NDVpaWlz/DLZxktLFx8dzTRwa0nAnIMHBwT5M0l9PTw8HH+exZMmSfvXLuVC4WutacHCwR3d/JPfV1dWJjjAkuTZVJElCU1OTak/oPcXf6pq3hYSEIDc3F6+99hq0Wi127dol9NJAub4/AXnXNbWzWCyIjo5GWFiY6CheMVRdI1KbhIQEjx7PYDAgOTkZO3bs8OhxSRzZNzy9IT09Henp6YN+W19aWor09HQAQGxsbL/fZWZmIjMzc8BtdDodMjMzR7SGRFRUVL9/tFqtm/8X8qXT6dDb24u+vj7RUUhGRrJjcXh4uI/S9Nfc3Ixjx45h2bJlQu5fKbRabb/6NW7cOADqrWtPPvkkDh06hMbGRtFR/N6ePXtER1Cc7u5uBAcHIzQ0VHQUWfO3uuYrwcHBWL9+PZKSklybdIgi16Yn65o4TU1Nqr6CY6i6RmLt3bsX27ZtQ0dHh+goquGchOYpGo0GH3zwAd577z2PHpfEkX3DU6fTjWiW57ebk+dTUlICvV4Po9EIq9UKq9WK4uJiWK1W12yI4S6l/7b58+fDbDaPai1RtdJoNAgNDVXtujg0eiM92fD1bLre3l7s3bsXJpMJq1atGvH6vuQf4uLisGHDBuzdu1e2M3HkeiLvaT/60Y9ERxiUvzz+RO5as2YNAKC+vl5ojpF86eprcq1r/sBms+GOO+4QHYP8zKuvvoqf/exn6OzsFB1FNT744AOPH/PCCy9ERESEx49LYsi+4Xm+BoTFYgEwuuakU0FBAZYsWYLS0lLXzM7MzExXg3XevHkjPpbz/rmz+1kBAQFwOByiY/Qjt4Guv5Dj4y5JEo4dO4bt27cjNDQUf/3rXzFjxgzRsUiGEhMT8fTTT+PQoUOioxCNSkhICHp7e2Gz2URHIT+m0WiwbNkyHD16VHQUAPJsfJLvBQYGYtu2baJjkJ/58ssvkZqaivHjx4uOQuQ3ZN/wNBgMrqbmYJzNSef6mqPlvBw9MzPT1bQsKysD0H+KdHZ2NtfBGiFJktDR0cFvRmjUJxW+uKRdkiR8/fXXqK2txdatW/HUU08JXTuU5C8+Ph52u13oOnTD8YeTd+fnspzI/XEPDAxEdHQ0qqurRUchPzdlyhTYbDZZ7RQth/evHOuav4iKiuIa3eRTvb29qKiowIIFC0RHUZX58+d75biLFy/Gf/zHf3jl2ORbsm94nm9Hdecl5M51Nz3BZDK5dmB3Ki8vH1Hj1dPrSChRQ0MDwsLCZLkBjBwGuP7CncfaF2t8VVVVob29HVu3bkV0dLTX74+UT6PRIDo6Wtabsam9tnH9RPdoNBpoNBrRMcjPaTQaTJo0SXZLg4ium6xr4sTFxaGhoYHLb5HP7N+/H93d3Wx4epi3JiP09vaipKSEyw+ogOwbngsXLgQw9KXiZWVlo252mkwmxMTEuHZj//bvzGYzjEZjv5+np6ejubl5yGOWlZVBp9O5PdNUTdatWyfrqfqiB7j+wN3HuKury8NJ+uvs7MSxY8ewefNmzuqkUYmIiJD9IvNqvlTz4osvFh2hHyU8zo2NjWhpaUFSUpLoKEQwGo04deqU6BiyIre65k+0Wi0mTJiAxx9/XHQU8hPTp0/Hm2++iR//+Meio6jKV1995ZXjXnvttejr68POnTu9cnzyHdk3PNPS0pCenj7kOivFxcUDmpPA2RmXRqNx0KbmcBsLLVq0CHl5eQMalwsXLkRhYeGgtzGbzSguLsaWLVuG+1/xG0rY+VAJJ6tKJefHtqamBsnJyVxugUbtjjvukO0l7d8m5/egGsj98bVYLCgrK8PevXuxceNGfrlDsjBhwgRIkiS7mfJyfz8rmdwf25kzZ8JsNsvuNUnqFB0djVtuuQUpKSmio9AIXH311QCA7du3iw1CYyb7hicAFBUVobi4eMAsz+zsbOTk5Aw6w7OwsBD5+fnIysoa8Lv09HTXP05WqxVZWVlIT09HTk7OgNs4L63Pz8/v93Oz2Yy5c+ciJycHmZmZ7v4vqkprayuioqJExzgvuQ/ElMYTs8vc2XxsNOrr6/Hoo4969T5InbRaraI2f1FbfXvzzTdFRwAg78fVbrfj66+/xp49e/Dggw/i9ddf5+xOkg2NRoPk5GRZrikr6n0tl7rmDXKulU5hYWGYMmUKHnvsMdFRiMhNt9xyi1eOO2XKFFx66aWKGvvT4IJEBxgJnU6HiooKGI1G6HQ6xMbGoqqqChkZGUM2GdPT06HT6XD77bcPery8vDxXM9S5/qbRaBz28vicnByUlpYiOzsbFosFVqsVOp0OH3/8MdfuPIckSQgIUEQv3TUgy87OFpxE2Tw1sG1ra/PaupoOhwNdXV2yn31M8vS3v/2NM+UEuvbaa/Hhhx8KzSDnE3i73Y6ysjKEhobi1VdfRUhIiOhIRAMsXboUd955J2bOnCm7elpQUODzsaAc6pqnyblODmbKlCn45JNP0NfXJ7vXJKlHXV0dfvvb3+Khhx7CFVdcITqOqmzfvh0/+MEPvHJsk8nEddBVQBENT+Bsk3I0H6JpaWnDrrlpMBhQVFQ06hzfnhlKA40bNw4tLS2yXsfz20QMdNXCk4Nbu93usWMNduzAwEDFNONJPiRJQm1tLS666CLRUUZFTXUtJiZG6P3L+STe4XCgoqICYWFh2Lx5MwfnJFsRERFITExEZWUlLrjgAtFxBvB1zRRd1wgICQlBYGAgG57kVTt27MAbb7yBO++8U3QU1Rmu3zNWHE+pA8/8yeMSEhJQW1srOgZ5mTc2SAkK8t53MBqNBg6Hw2vHJ/U6duwYAgMDeXIqUENDg7D7lnOzEwCOHj0KAGx2kiLk5eWhpqZGtmsi+/L9LrKueYPca+VgHA4HbDYbZ8WTV+3YsQMajQZXXnml6Ciq4+0r99ra2lzjLFImNjzJ45YvX46Ghga0t7eLjjIqShyoieKtx8qbmwkFBgbCbrdDkiSv3Qep08qVK2EwGNhMEmjXrl0+v08l7Hp/+vRp1NbWstlJihEWFobk5GQcO3ZMdJQh+ep9L6KuUX8WiwVRUVFe/cKdaMeOHbj44ou9vleBP7r88su9evx58+bhrrvu8up9kHex4UkeFxwcjJSUFNTU1IiOQl7gzROBlpYWrx3bbrfzcnZyS1dXlyI2YlOzn/zkJz65H2eTU+6NTgDo6OjA/v37sXHjRoSGhoqOQzRijz/+OOrq6kTHGJYv6oCv6hoNrba2FhMnThQdg1Ssvb0dlZWV+P73vy86iiq9++67Xj3+VVddhbKyMsVN5KL/w7N/8opHHnkEZ86cER2DPEwJTYChHD9+HDExMZwFRaMWFxfHL3BUTilNTie73Y7y8nJccMEFiI+PFx2HaFT0ej2As5cKyp2S6gKNTm9vL+rr67F06VLRUUjFIiMj0dzczNeZQl177bWw2Wz49NNPRUchN7HhSV6h1+tluz7TcDiwHZyvmgHh4eEeP2Z3dzf27duHuro6rF+/3uPHJ/Vbs2YNGhoacPjwYcUtiaCWmrZnzx6vHVtpj5EkSdi7dy/0ej2eeOIJ0XGI3DJ58mSYzWbRMUbEW2Mgb9Y1X1NiHT18+DCSkpI4Q568LjQ0FLGxsaJjqNJ3vvMdrx7fuVn1Rx995NX7Ie9hw5O8Ijg42Ks7bnuT0gZt3qKkSzu/TZIknDlzBl988QV27NiBkJAQvPDCC7wsmdwSERGB559/Hk1NTTCZTOjr6xMdaVSU+j72BSU+LlVVVejt7cXGjRtFRyFy24oVK9DQ0IDTp0+LjjJiSqwXvqC0x8Vut2PPnj1obW3FmjVrRMchlVPamJH6S0hIgNFoxHXXXSc6CrmJDU+iQfhrg0B0k7Ozs3PMx3Be6nn48GE8/PDDeOONN7B+/XoEBwd7ICH5q9DQULzwwgsIDw/H559/rsgvdJRc17zxDb4SH4vGxkYcP34cmzdv5prEpGharRabN2/G/v37FbUEkifrqLdnJvmC0uqoJEmoqKhAYGAgXnjhBYSFhYmORCpWX18PnU6HZ599VnQU1fLFTPk1a9bgxz/+sdfvh7yDW9KR1wQGBqKvr0/RjSbnQC47O1twEu9S2oB1KHa7Hbt370Z4eDgKCgrYECCPCggIwPr16/GrX/0KjY2Nil070V/q2nCUWPO6u7uxZ88ePPXUU4iIiBAdh2jMJkyYgI0bN+L3v/894uPjMWvWLAQGBoqONSKD1dHB6opa66wSaygANDc3o6urC1u2bOGa7uR1H3/8MTo7O5GSkiI6CpHfYjeAvCYyMlI1O5opdWB3PnKb8RUdHT2m23/99dcIDw/n7CfyqtjYWFgsFtExxkxO7/3zeeeddzxyHLnVvJFyOBwwmUxITU1FcnKy6DhEHjNp0iS8/PLLsNls2LFjB5qbm0VHGpXzXRkz3O88Vdd8TYk11KmmpgYpKSlsdpJPlJaWIigoiDu0e5GvZl6+9dZbKCws9Ml9kWexI0BeExMTo7iB63CUPMAbjBz/fzo6Oty+bU1NDVpaWrBx40YOZMmrOjs7VTPDTo51YDCXX375mG6v1Ean05EjRxAcHIzc3FzRUYg8TqvV4plnnsGKFStQUVGBgwcPwuFwiI7lUYPVoLHWNV9Teh0FgNbWVjz00EOiY5AfkCQJpaWluPzyyxEZGSk6jmrt2rXLJ/fz3HPP4U9/+pPqPpv8ARue5DX33XcfGhsbRcegb5HzgNVms7l1u4aGBhw6dAibNm1CUBBX6iDvsdvtOHPmDOLi4kRH8Ri51oNzjR8/ftS3Eb0msadYLBacOnUKmzZt4pc5pGrTpk3DK6+8gs7OTuzevVuVm32cW4/cqWsiqKGOAkBvby86Ozu5Wzb5REdHB7773e/illtuER1F1XzVa8jIyEBjYyP27t3rk/sjz2FngLxm6tSpaG5uRnNzM2JiYkTH8YiCggJFr8ck9wHraNfukiQJp06dwoEDB/D000+r5nVG8vX4449Dp9MhPDxcdBSPOt+6nqJr37lXC8i9jnmSw+HA/v37sWrVKoSGhoqOQ+R1oaGheO655/C73/0OX3zxBRYsWKDoteCHI6eroPyhrlZXVyMhIYFfjJNPREZGori4WHQM1fPVud8NN9yARx55BCUlJUhLS/PJfZJnaCRJkkSH8Aetra2Ijo5GS0sLoqKiRMfxmSNHjuCxxx6DTqdDaGgoAgICEBQUhLi4OOj1etHx3Ka0pqdSBrIOh2PEa29arVYcPHgQdrsd69atU8xMCTU5efIkkpOT/aauORwO3HHHHZg/f75f/P8ORUT902q1ePrpp31+v6KZzWY0NTVhy5YtoqP4DX+ra3L2u9/9DhaLBQsWLFDMZkYjlZ2dDa1Wi56eHqE5lDI+HKuGhgbs27cPW7ZsGfN68UrEukZq1d3d7ZMvhCVJwsSJEzFnzhx8/PHHXr8/Or+R9tf4FRd51YwZM/Daa6/h0KFD6Ovrg81mwxtvvIGKigp897vfVeyHrlx34lT6wNVqtQ7bCJckCY2NjaisrER3dzemTZuGJ554gpd5kk/U19cjJCREsXXLU3w927OgoEAVm0SNVm9vL6qqqrhIPvmtp556Cg899BDKysowf/58VTU9CwoKsH37drz++utCM/iD3t5e7N27Fxs3bvTLZif5ns1mw3vvvYfrrrvO78eM3vbWW2/hjjvu8Pr9aDQavPvuu5g2bZrX74s8iw1P8rrg4GBcdNFFrv++7LLL8MADD8BisajqQ+B8l4SO9jijOZY/DFpPnjyJyspKBAUFwWg0Yvbs2Wx0kk8FBwdzsfL/z1P1bqT344+OHDmCxMRELtVBfkuj0WDjxo148MEHsWvXLlx22WUICQkRHctjLr74YmENT3+qrUePHkVSUhImTZokOgr5iS+++AK33HILnnnmGdx7772i45CHzJ8/X3QEcgMbniSEmhcN9+QgciTr6qlJWFjYoD8/cuQI6urqsHbtWg5YSRi9Xg+NRoOjR49i2rRpbLhjYA0a7Zc0I61tQ9UGtWpvb0ddXR1effVV0VGIhNJoNHj66adhNBrx2WefIS0tDTqdTnQsjwgLCxt0xrw3ryJS27hxJOrr6zlTnnzqww8/BAD84Ac/EJxE/c6dVOUrkiTxHEBB2PAkn2tqakJbWxsSEhJER1EMfxmgDvbhUVVVhfr6ejz//PN+1/QgeQkMDERhYSHuueceNDU1YcqUKYiNjVXthhruGK6ROVgdG2lt86eBpd1uR0VFBWbNmsWNiohw9v2fn5+PyspKLFmyBDNmzEBKSoroWGPmrGsjqYMj+ZvhmqL+Mo78tp6eHthsNlVdUUby9+GHH2L69OkwGAyio6ier8dJS5cuxQcffIDdu3f71dhUydjwJJ977LHHMHXq1BFvTkP+o7Ozs98HV01NDaqrq9nsJNkIDw/HSy+9hG+++QZPP/009u3bh6ioKEyYMAHJycmqutxyLDx9cv3t2qBWkiRh//790Ov1WLFiheg4RLIybdo0PP/887j//vthtVpx4YUXKnpdT0/XNX9tag6nqqoKycnJbEyQz5w5cwYVFRV44IEHREfxC2VlZT5dV1Oj0aC8vByHDx/GrFmzfHa/5D52nMinbDYbTp8+jSlTpoiOQjJ37NgxHDlyBM8++ywiIiJExyFyCQgIwEUXXYQtW7bgjTfewNKlS9HZ2Yl///vfOHXqFCRJEh2RFOrIkSPo7OzE+vXrRUchkqXo6Gi8+OKLkCQJX3zxBXp7e0VHIpmqrq7GqVOnsHr1atFRyI9ERETgtddew9133y06CnnBTTfdBAB47733BCehkWLDk3yqpaUFoaGhiv5GnrwnOjoakiTh4MGDqKmpwdatW1WzVhepU2BgIKZMmYJNmzZh06ZNqKyshMlkYtPTw9S+s64kSTh69Cjq6+tRUFCAoCBegEM0lKCgIDzzzDMYP348du3ahe7ubtGR3KL2uiaKJEk4cuQIqqqqsGXLFoSHh4uORH4kIiIC//mf/4nvfOc7oqP4hR/96Ec+vb+0tDTEx8fj/fff9+n9kvvY8CSfioqKQl9fHzo7O0VHIRnq6OjA4cOH0dTUhK1btyIyMlJ0JKIRS0hIwCuvvIL29nZYrVbRcVRFzZ8ZNpsNJpMJDQ0NKCws9ItL94nGSqPRYO3atUhOTlZs01PNdU0Uh8OBvXv3orGxES+88AKbykQqZzKZfHp/AQEBuOWWWxAeHg6Hw+HT+yb3sOFJPhUcHIyUlBQcPXpUdBSSGYfDAYvFgsbGRmzZsgVarVZ0JKJRCwgIQEJCAhoaGkRHUZW+vj7RETxOkiTU1tZix44d0Gq1eOGFF7h8B9EorVmzBpMnT8bu3bsVd3m7GuuaaF999RUcDge2bt3Ktd/J5/bu3Yu77roLBw8eFB3Fb9TX1/v8Pv/yl7/g/fff534kCsFniXwuNzcXjY2NsFgsoqOQTHR0dGDXrl2w2WzYunUrm52kaF1dXbyEzsPUtgxKe3s7vvjiC5w4cQLr1q3D008/zYEzkZvy8vKQkJCAL774QlFNRLXVNdGsVisaGxuxefNmPrYkxLvvvotXXnmFyxr50Lhx43x+n9wETVk4uiafCw4OxqpVq7Bv3z7Y7XbRcUigjo4O7NmzBzt37kRiYiJWrVqF4OBg0bGIxoQDXc+LiooSHcEjHA4HKisrsWvXLiQmJuLFF19EYmKi6FhEird27VpMmDABu3btUsxMT7XUNbmwWq2Ij4/nOJKE+fDDDzF58mRccMEFoqP4jR/84AdC7revrw8fffSRor5k81dseJIQ06ZNQ2xsLEwmE9e/8ENtbW3Yu3cvdu7ciejoaPztb3/D6tWrUVxcLDoa0Zjdc889OHnyJL/Q8aDm5mbREcbM4XCgvLwcFosFL774IlauXMlZAkQe9NRTT2HSpEn4/PPP0d7eLjrOeamhrslJSEiIYprdpD7Nzc344osv8IMf/ICf7T5UVFQk5H5ffvll3HjjjfjXv/4l5P5p5NjwJGGefvppBAYGYvfu3WhraxMdh3ygtbUV5eXl+PLLLxEdHY3XXnsNa9as4bfxpCoXXnghQkNDsXfvXs72JABnm50mkwkhISHYsmULN2Qj8pL8/HzMmDEDu3btQnV1NWuwH9HpdNwwkIQxmUzQaDTCZhySb918880IDAzEtm3bREeh82DDk4QJCAjAX/7yF0yYMAFffvklDh8+zIGpSrW2tqKsrAy7d+9GXFwcXn/9deTm5iIkJKTf382ePVtQQiLPCQwMxObNm9HR0YHTp0+LjqMKSt65XJIk7N+/HxqNBps3b+bMDyIvW758OQoKClBdXY0vvvgCLS0toiMNSsl1TY7CwsLQ19eHnp4e0VHID11//fVoamrCD3/4Q9FR/Iqoc8e4uDhcf/31eOuttzizXObY8CShAgICsGbNGrzyyitobGzE4cOHRUciD7Lb7Th8+DB2796N+Ph4vP7661i9evWQi8lHR0f7OCGRdwQEBCA3NxcHDhzgsh0eoNQNKGw2G77++mt0dnbimWee4cZERD6i1+vx8ssvIzk5GeXl5aioqEBHR4foWP0ota7JlUajQUhICLq6ukRHIT8VHR3NLzJ8TOS54+233w6r1YrS0lJhGej8gkQHIALOfstdUFCA//qv/8KMGTN4UqgC3d3d2L17N8aNG4eXXnppRLtW79q1C1OmTPF+OCIfSE5Oxrhx41BdXd3vdW2329HS0gKbzYbx48dzxt8IdHR0QKvVio4xIn19fWhpacGZM2dQW1uLhIQEFBYWIiiIQy4iX9JoNHjiiSdgs9nw+OOPY+fOnZg4cSJmzJgx4AoTEZRU15Sgr68Pvb29iIiIEB2F/ExbWxtCQ0O5RJcAIs8db7nlFvT09GD+/PlC7p9GhqNvko3Q0FCEhYWhra2NM/0UrqOjA7t27cK0adOwevVq0XGIhMnPz8fixYsRFRWF4OBgnDp1CidOnEBkZCRsNhvq6upw0UUX8UsehWtvb8fx48fR2NiInp4eREdHY/z48SgsLERMTIzoeER+LSgoCLm5uejp6cGjjz6K7du3Y/r06UhJSWHtVbC+vj5XzbXb7Th58iSSkpLYdCKfy8vLw1/+8hccOnQIEyZMEB2HfESv1+Pee+8VHYPOgw1PkpX4+HjU1NQgKiqKs54Uqq+vD7t378bMmTOxYsWKUd32hhtu8FIqIjFiYmKwZs0aLFmyBCEhIYiNjcWLL76IcePGwWaz4Z577sGRI0cwa9Ys0VFlLSoqSnSEQfX19eHrr79GU1MTpk6dio0bNyIuLo6fX0QypNVqsX79elitVjz88MM4fvw4pk2bhsTERCGNT7nWNSWwWCwoKyuDXq93zejMzc1FcnKy4GTkj95++20kJCSw2SkAzx3pfNjwJFlZsWIFsrOz8fnnnyMpKQnjx4/npSkKc+DAAcTHx4+62em87fe+9z0vpCISJzU1FW+88caAnwcFBeHpp5/GnXfeiSlTpnDdp2F0d3fLbmfzvr4+7Nq1y7URG9fjI1IGnU6H559/HidPnsTy5ctx6NAhTJ48GSkpKT6tw3Ksa0px5swZ/P73v8eVV14pOgr5uaNHj+Kbb77BkiVLREfxS3I4d3z44Ydhs9mwYcMGoTlocLyOg2QlPDwcr7zyCpYuXYq2tjbs2rULZWVlaG9vFx2NRsBqtaKxsRFPPvmkW7c/efKkhxMRyVt4eDiSk5Nx7Ngx0VFkTW47YNrtduzatQvx8fHYsGEDm51ECpSUlIQtW7Zgy5YtsNvt2LFjB/bt2+ezXb7lVteUJCgoCG+++aboGER4++23AZxdz5F8Tw7njlVVVSgsLERra6voKDQINjxJdjQaDVJTU7Fp0ya8/vrrmDBhAnbt2iW73TVpoMOHD2PGjBlur580ko2NiNTmz3/+M2prayFJkugosiW3dfYOHz6M6OhorFu3TnQUIhojnU6HDRs24G9/+xtCQ0OxY8cOHD9+HA6Hw6v3K7e6piRarRbd3d2iYxBh2rRpWLhwIebNmyc6il+Sw7njf//3f6OrqwvFxcWio9Ag+ElLshYYGIhVq1Zh1qxZ2Lt3r+g4NAyLxYLOzk4sX77c7WP89Kc/9WAiImWIiYmBVquFxWIRHUW2dDqd6AgAAJvNhv379+PMmTNsdhKpTEhICNatW4eCggLU19fjs88+Q0NDg9fuTy51TYn6+vpgt9tFxyDCLbfcgr///e9cu1sQOZw7/vCHP0RcXBxeeukl0VFoEGx4kiI88cQT6OnpQUtLi+go9C2SJKG+vh4VFRVYtWrVmGYsvP766x5MRqQcU6ZM4WXtw/BlM1iSJDQ2NuLIkSP46quvsG/fPlRUVODzzz9HaWkpAgIC8PLLL3PNVSKV0uv12Lp1K5YtW4aDBw9ix44dqK6uhs1m8+j98Euu0ZMkCQ0NDaiqqsKaNWtExyEiweRw7hgSEoL/+q//gt1uR1dXl+g49C3ctIgUQaPRID4+Hs3NzYiOjhYdR/W6u7tRXV2NhoYGtLe3IzAwECEhIYiIiEBISAgCAgJgs9nQ1dWFlpYWREREYP369UhKShIdnUiRli5div/+7//G3r17ERERge7ubrS2tqK9vR0OhwPh4eGYOnUqkpOTOYvAi+x2O/bv34+2tjYkJCTg17/+NQICAhASEoLIyEgkJCRwvU4iP6DRaDBt2jS8+uqrqKmpwerVq3Hw4EFMmjQJBoOBG2r6iCRJaG9vR2NjIywWCxobGxEREYFLL72UM2RJKIfDAaPRiDvuuANpaWmi45Bga9euRVAQW2tyxGeFFOP222/HP/7xD9ExVE2SJBw+fBjV1dVITk7GihUrEB8fD7vdjvb2dlgsFnR1dcFutyM0NNTVAPDUTKcZM2Z45DhEShMUFIQtW7bgq6++whtvvIG7774bCQkJiI2NRVBQEBoaGmA0GtHY2OiXA2tfzKaUJAkVFRUICQnByy+/zMYmEUGj0WDy5Ml47rnn0NXVhaVLl2Lnzp1ITk7GzJkzx/QFFGeJD627uxsnTpxATU0NgoKCEBcXh9/+9rdISUmRxZp9RP/+97+xdu1aTJw40S/HZXIhl3NHNjvli88MKUZiYiKam5tFx1Ath8OB/fv3o7u7G3/9618HDMTDw8MxYcIEr2bw9vGJ5CwsLAyXXXYZLrvssgG/S0hIwIsvvohf/OIXaGxsRFxcnICE4vhiIFlfX4/e3l5s2bKFs2iJaICwsDDk5+ejp6cH9957L8rLy5GWlub2lyM8QR5cY2Mj9uzZg8TERDz33HPQ6/WiIxEN8MILLyAoKAg///nPRUfxa3I6d5QkCbt370ZYWBguvvhi0XHo/+ManqQYSUlJ6OjoYNPTSyorK9HT04PCwkJhsw4+++wzIfdLpAQBAQFYsmSJX6712d7e7tXjOxwOHDp0CKtWrWKzk4iGpdVqsWXLFmi1WpSVlbm9eY6365oSNTQ0YO/evVi/fj02bNjAZifJUktLC4qLi3HTTTfJquHmj+R07tjS0oJrrrkGS5cuFR2FzsGGJylGUFAQ1qxZA5PJhI6ODtFxVKW9vR0nTpzA008/zRkHRDI2ffp0WCwWOBwO0VFUQ5IkVFZWIjw8HMnJyaLjEJECBAQEYNOmTQgNDcUXX3yB7u5u1++c65tLkiQwofJ0dXVh79692LBhA9eEJ1n797//jZ6eHvzyl78UHYVkRKfT4Wc/+xneeecd1NTUiI5D/x8bnqQoBoMBM2bMwM6dO3HkyBH09vaKjqR4kiRh3759mDlzpvBF+K+77jqh908kd1qtFiEhIejp6REdxafGjRvn8WN2dHSgpqYGX375JRobG7Fx40aP3wcRqZdGo8EzzzyDhIQE7Ny5E19//TUqKirw2WefYd++ffjoo49w4sSJIRuf3qhrSvbNN9/AYDBg0qRJoqMQDesnP/kJjh07hh/84Aeio/g9uZ073nvvvXA4HCgsLBQdhf4/TuUixVmxYgXa29vx6KOP4pNPPoFOp0NSUhJ3z3WD3W7Hvn37EBwcjBUrVoiOg6qqKsTHx4uOQSRrQUFB6OvrQ1hYmOgoPtPT04Pg4OAxH6e9vR01NTWoq6uDJEmIi4vDQw89hIsuuggBAfwOmIhGR6PRIC8vD9XV1WhsbERQUBAuuOACBAcHo7m5Gb/97W9RX1+PSy65ZMByQZ6qa2pw+vRpdHR04NlnnxUdhWhEUlJSREcgyO/ccf78+Zg3bx62bt2KZcuWsTchA4ppeFqtVuTm5gIAYmNjUVVVhYyMDGRmZo7pmEajEQBgsVgAABkZGVi8eLFPc9DoRUZGYvPmzbDZbKisrMS6detw8OBBzJw5E4mJiTxxPUdLSws6OjoQEhKC2NhYaDQaSJKE06dP49ChQ4iNjcUzzzwji3XrTpw4gSuuuEJ0DCJZ6+vr87uT5LHO5rdYLKiqqkJLSwuSk5PxzDPPQK/Xy6LuEZHyTZ48GZMnT+73s5iYGLz00kt49NFH8emnn+Kiiy5CQkKC6/e8Suksh8OBgwcPYvXq1WwOkOyZzWZMmTKF55oyIcdzx7/85S+Ii4tjPZMJRTQ8rVYr5s6di6KiIqSlpbl+np2djbKyMuTl5Y36mCaTCVlZWSgoKEB6errr5xkZGaiqqhr0mN7IQWMTFBSEWbNmYcuWLaivr8ef/vQnHD58GCkpKYiNjUVkZCSCg4P99qTWudPl+PHj0d7eDpvNhvDwcLS0tCAiIgJPPPEEpk2bJjqmS0hIiOgIRLIXGBiI3t7efjM8u7q6UFtbizNnzsButyM4OBh6vR5xcXHQ6XSKH5gPVsN7e3tRX1+PlpYWAIBer+83099ms+HUqVM4ceIEHA4HDAYDnnvuOQ5AichnnDNA6+rq8PDDD6O+vh5z5szx67Hptx06dAgRERGYMmWK6ChEw+rr68OCBQtw9dVXo6ioSHQcgjzPHefPny86Ap1DIylgRe2MjAykpaUN2lCMiYlBUVFRv6blSKSmpiIzM3PAMc1mM1JTU1FSUjLgmGPJ0draiujoaLS0tCAqKmpUWWl0GhsbsWrVKlitVleTT6PRQKvVIjIyEtHR0dDr9YiJiVH1ia/FYsHevXuxatUqpKamAgBqa2vR3d2NhIQE4et1kvKdPHkSycnJrGs+9vDDD6OpqQnTpk2Dw+FAXV0dzpw5g8TERPzhD39AaGgo2tvb8cwzz6CxsRHt7e2Ij49HSkoKYmJiRMcfM4fDgaqqKpjNZsTHx2PRokVwOBwoKChAY2MjIiMjIUkSOjo6MGHCBBiNRkyZMoXNBRoR1jXyFpvNhocffhinTp3CpZdeiri4ONGRfEKSJLS2tqKpqQmSJCE4OBhhYWFwOBw4c+YMrFYrnn/+eWi1WtFRVYt1zTPefvtt3HLLLdiyZQt+/etfi45DMme322G1WhEbGys6iiqNtL8m+4answFZVVUFg8Ew4PfZ2dkwm80oKSkZ8THz8/NhNBrR3NwMnU434PcZGRkA0O+YY83BhqdYNpsNbW1taGhoQGFhIZqamtDW1oYZM2Zg8uTJip/99G3Hjx9HZWUlli9fjgsuuEB0nBErKipCVlaW6Bg0QhxAi2Gz2bB06VKcOnUKQUFB0Ov1WLly5ZCXuXd1dWHlypWoqqpCVFQUZs+ejfDwcB+nHpvm5mbExMSgo6MDJpMJYWFhWL9+/YAvbux2O86cOQONRoPx48er+kst8g7WNfK2mpoa/OEPf8CMGTOQlJSkujGok8PhQG1tLSorKxEQEOCqyb29vejq6kJgYCAiIiKwevXqAeubkmexrnnGT3/6U5SWlqKuro6Po0zI9dzRZrMhLS0NBoMBb7/9tug4qjTS/prsL2kvKCgAgEGbjMDZmZqFhYWwWq2DNi8H42xKDvX3aWlpyM/P93oO8p2goCDExMQgJiYGa9euBXB2BuSDDz6IoKAgJCUlCU7oGV1dXdi/fz96enrw/PPPK+7D2GaziY5AJHtBQUFYtWrViP8+LCwMq1atgt1ux2OPPYbPPvsMKSkpMBgMsl4LtLe3F93d3QDgWq/52LFjmDVrFp544olBZ2wGBgZi4sSJvo5KRDRiycnJePnll/HEE0+gpKQE8fHxiIqKglarhSRJsNvtsNls6OvrQ09PD7q7uxEUFITIyEgkJiYiMjJS9P8Curu7cfLkSbS3t8NutyM8PByhoaEICAhAT0+Pa0anXq/H2rVrkZiYKDoy0ZjU19fj/fffx89//nPFnV+pmVzPHYOCgnD55ZejsLAQX3/9NS688ELRkfyW7BueJpNp2AaiswFZXl4+4svay8vLhz2m8/Jfk8nkWqvTGzlILL1ej/j4eNcJ9WDsdjsqKyvR2NiIrq4uaLVajBs3DsnJybLa8MLhcKC6uhpHjx7FtGnTsHr1atlkG42hvlAgorELDAxEbm4u2tvb8eijj2L79u0wGAyYMmWK8JmQkiShr68PbW1taGpqQl1dHXp6elzrlEZGRiIkJATPPfccLw0iIsULCwvDzTffjAsvvBCVlZV46aWX0NraioCAAAQGBiIoKAhZWVmIiIhAVFQUenp6UFhYiC+//BLh4eEwGAwYP358v9mhdrsdra2taG1tRVdXF2w2GwICAqDT6TBhwgQEBbl/2tfc3AyLxYLOzk60tLSgs7MTiYmJuO+++xAYGAir1Yq///3vcDgc0Gq1+P3vf48pU6Zw5iaphlarxerVq3HNNdeIjkLnkPO5Y05ODp5//nmsWbMGf/3rX0XH8Vuyb3iazWbo9fohf+9sQprN5hEfU6/Xu3ZlH055ebmr4emNHCRvra2tKC8vh16vR25uLqKiotDR0YFTp05h3bp1CAgIwJw5cwasiSdJEpqbm1FbW4vW1lbY7XYkJyePeg05u92O06dPu47T09ODiIgI1xqkoaGhkCQJFosFdXV1GDduHAoKCoZ9ncrdt3c4JSLPi4yMxObNm9Hc3IwlS5bg3//+NwwGAxITEz0641OSJLS0tKCxsREtLS3o7e1FX1+fa+aS3W7v9/fBwcGIiIhAbGws1q5di4SEBFfNrKur48xNIlKVyZMnIyIiApdccgnWr19/3r9ft24dJEnC4cOHsWbNGuzZswfR0dEAzs647Onpwbhx4xAVFYX//M//hFarRV9fH7Zu3YqvvvoKkydPxpQpU1xfJHV1daG6uhqtra0Azp7LxMfHY9y4ca7a29DQgCNHjqCvrw/x8fG4++67MXHiREyYMGHAF2ULFizw5MNDJCsxMTHIyckRHYO+Rc7njqmpqbjjjjvw+uuvY/ny5a5JdeRbsm94WiyWYTv3zuaO1Wod8THT0tJQXFw85O+rqqoGHNNTOZyDCietVstFugWy2WyDPv4dHR3YvXs3nnjiCcyaNcv188jISMTHx+PVV1/F4cOHsXTpUoSHhyM2NhYBAQHo7u5GfX09QkNDkZiYiD/+8Y+QJAmPPfYYTp8+jblz5563odDR0YGamhrU1NQgOjoaf/jDH5CUlITw8HBXc7OwsBA9PT0Azn4Ab9q0CePHj/fsgyPA9u3bcccdd4iOQUPo6elxve4AoK2tDQDrmlLFxMTgueeeQ21tLVauXIlDhw5BkiTXjCHnFyzjx49HdHQ0tFrtiNaaczgcOHXqlOuzND4+Hr/73e8QGRmJ0NBQhISEICwsDEFBQSP+Eoi1gbyFdY1EcaeuaTQazJo1Cy+99BJ6enpw5swZBAQEuOr1YDX1u9/9Ltrb211LmoSEhMBms8HhcCApKQlGoxGSJOEvf/kLTCYTHA4HIiIi0NPTA0mSsHTpUkyfPl2RVw75q6HqGpHayH18uGTJElx00UWqOE9XKtk3PEfayGxqahrxMbOzs1FcXNzvkvVzlZaWDjimp3IkJyf3+++lS5di2bJlIzo2eV5oaCi6urr6/cxqtaK8vBwXXHBBv2bnuZwDztdeew0nT57E5s2bYbfb8Ytf/ALTpk0bMOtz69at+P3vf4+dO3ciLS0NERERCAgIgN1uR1dXF9rb29HS0oKGhgZ0d3cjKSkJzz//vOube6fx48dj/Pjx2Lx5s2cfCKIRyM3NxfLlywf8nHVN2RITE/Hss88CONusdDgcsNvtsFgs2LRpE2pqanDw4EF0d3dDkiQEBgYiJCQEkZGRiI6Oxrhx46DVamGz2dDU1IRTp05h3LhxyM3NRXJyMk+SSdZY10iptFrtgNfpUCIjI7FhwwZIkoRTp04hMjISUVFR/eqzc5apxWJBa2srQkJCMHHiRNZwBRqqrpF7HnvsMWg0miHXDycaypw5czBnzhzRMfya7Hdp12g0SEtLQ0VFxaC/N5lMmDt3LnJycpCXlzfi42ZkZECn06GoqKjfz0tLS1FSUoL8/Hzk5eW5pq6PNYdzF6mampp+Cx1zxoBYZ86cwX333Yc5c+ZAr9fj5MmTOHbsGPLy8ryyJshjjz2GyspK17qhgYGBCA0NRUREBHQ6He6//36/bhDU1tZyYXsZ+/aMgdraWsyePZt1zc/09fWhvb0dZ86cwZYtW9DW1oa+vj4EBAS4Lvny9DfZrA3kLaxrJArrGnnLUHWNu7SPXkdHByZOnIirrroKH3zwgeg49C1KqqN2u134mvlqoppd2nU63YhmV452E4OSkhJkZ2fDaDRiyZIlAP5vZqdzfYVzNynyVI6oqCh+0MjIhAkT8Oyzz+KBBx6AzWbDhAkTsHXrVq89RytXrgRwdm07AH7b2ByKkj60/NG3T/idl3yyrvmX4OBgxMTEICYmBmvXrvXJfbI2kLewrpEorGvkLUPVNRq9f/zjH2hra8Pdd98tOgoNQil19PXXX0dOTg5MJhMvb/cx2Tc8z7cBi3PzoeF2UB9KQUEBrFarq9GZnp4OnU6H/Px8AMC8efN8koPEiouLw9/+9jcAvmtAstE5uKqqKlx22WWiYxCRzLA2EJHasK4Ryd8LL7wAvV6Pn/zkJ6Kj0CCUUkcTExNx8uRJbNiwAatWrRIdx6+cf/cBwQwGw7A7qjtnXbp7+bFOp0NmZiYyMzNdzcqysjIA6Le+p7dzkFgajYZNSBkYyYYoROR/WBuISG1Y14jkraurCy0tLfj5z3/OJU1kSil19Pvf/z6uuuoqbN68eVSbbdPYyf4VkpaWNuyLwmw2Azg7O9NTTCYTFi9eLDwHkb9ZuHCh6AhEJEOsDUSkNqxrRPIWFhYGk8nkuvqT5EdJdfSxxx5Da2srNx/2Mdk3PJ0vYpPJNOjvy8rKRt1kNJlMiImJcV3K/u3fmc1mGI1Gr+cgov7efPNN0RGISIZYG4hIbVjXiORPo9FwdqeMKamO3nDDDfj5z3+OCy+8UHQUvyL7NTzT0tKQnp6Obdu29bvE3Km4uBglJSUDfm61WpGbm4uMjIwBjUjnbMzBLFq0aNAdut3NQUQjd+6OkkRETqwNRKQ2rGtE8vXNN9/A4XDgoosuEh2FhqGkOqrRaPDqq6+KjuF3ZD/DEwCKiopQXFw8YHZldnY2cnJyBp1ZWVhYiPz8fGRlZQ34XXp6uusfJ6vViqysLKSnpyMnJ8djOYho5CZPniw6AhHJEGsDEakN6xqRfC1fvhzz5s1DS0uL6Cg0DNZROh/Zz/AEzm4sVFFRAaPRCJ1Oh9jYWFRVVSEjIwOZmZmD3sa54/rtt98+6PHy8vJczVDn2pxGo3HYpqU7OYho5GbMmCE6AhHJEGsDEakN6xqRPNXV1eGtt95CVlYWoqOjRcehYSixjp4+fRp/+tOfcPPNN+Omm24SHUf1FNHwBM42GwsKCkb892lpaWhubh7y9waDAUVFRV7PQUQjV1paijvuuEN0DCKSGdYGIlIb1jUieSosLITNZsN9990nOgqdhxLraHh4OIqKilBVVcWGpw8o4pJ2IiIiIiIiIiJvsdvtKCwsxCWXXIIrrrhCdBxSoXHjxuFXv/oVtm/fjn379omOo3pseBKRbFx55ZWiIxCRDLE2EJHasK4RyU9gYCBKS0vxzDPPQKPRiI5D56HUOvrAAw8gICAAGzduFB1F9djwJCLZaGxsFB2BiGSItYGI1IZ1jUieLrjgAsU20vyNUuvo1KlT8dOf/hTNzc2QJEl0HFVjw5OIZOPw4cOiIxCRDLE2EJHasK4RyQubT8qj5Dq6bds2vPXWW5xJ7GVseBIRERERERGR3/qv//ovXH755XA4HKKjkB8IDg4WHcEvsOFJRLKxcOFC0RGISIZYG4hIbVjXiORjz549+J//+R/Mnz8fAQFskSiF0uuoJEn4+OOP8b//+7+io6gW381EJBvvvfee6AhEJEOsDUSkNqxrRPKxevVqBAUF4ZFHHhEdhUZB6XXUZrPh7rvvxm9/+1vOLPYSNjyJSDY6OjpERyAiGWJtICK1YV0jkoeKigoUFxfjrrvuwuTJk0XHoVFQeh0NDg7GQw89hEOHDuGDDz4QHUeV2PAkItlITEwUHYGIZIi1gYjUhnWNSB6mTZuGP/3pT1i6dKnoKDRKaqijv/71rzFu3DisW7dOdBRVYsOTiGTjwgsvFB2BiGSItYGI1IZ1jUgeoqOjsXLlSiQnJ4uOQqOkhjoaHR2NxYsXY+fOnaiurhYdR3W3uDoGAAAfXElEQVTY8CQi2eCCzUQ0GNYGIlIb1jUisRwOB9rb20XHoDFQSx01Go04ceIEl1TwAjY8iYiIiIiIiMhv/P3vf0dqair27NkjOgr5ufHjxyMhIUF0DFViw5OIZOO73/2u6AhEJEOsDUSkNqxrROK0t7fDaDRCq9XiggsuEB2H3KS2OtrX14fS0lLRMVSFDU8ikg1eVkJEg2FtICK1YV0jEmfp0qU4efIkNm7ciNDQUNFxyE1qq6OPPfYYMjIysHfvXtFRVIMNTyKSjW+++UZ0BCKSIdYGIlIb1jUiMQ4ePIiNGzfipptuws033yw6Do2B2urovffei5CQEDz22GOio6gGG55EREREREREpHozZ85EQUEBNm3aBI1GIzoOkUtKSgruuecevP/++9ixY4foOKqgkSRJEh3CH7S2tiI6OhotLS2IiooSHYdIlvr6+hAcHCw6Bo3QyZMnkZyczLpGXsfaQL7Cuka+wrpGvsK6Rmqlxjp6+vRpzJo1C1deeSXee+890XFka6T9Nc7wJCLZ+Oijj0RHICIZYm0gIrVhXSPyrSNHjuDAgQOiY5AHqbGOxsfH43//93/xxhtviI6iCkGiAxARObW2toqOQEQyxNpARGrDukbkO729vfjZz36GEydO4Pjx4xg3bpzoSOQBaq2jl112mevfJUni0gtjwBmeRCQb8fHxoiMQkQyxNhCR2rCuEfnO448/jj179mDFihVsdqqI2utoT08PfvrTn+Kll14SHUWx2PAkItmYN2+e6AhEJEOsDUSkNqxrRL7xxhtvID8/HzfddBN+85vfiI5DHqT2OtrR0YGamhrcfffd2Lx5s+g4isSGJxHJxvvvvy86AhHJEGsDEakN6xqRb+zduxezZs3CK6+8wkuDVUbtdVSv1+Pjjz/GggUL8MADD8BoNMLhcIiOpShseBIRERERERGR6qxevRq7d+9GTEyM6ChEo+Zsev7kJz/Btm3b0NzcLDqSonDTIiKSjblz54qOQEQyxNpARGrDukbkPS0tLejo6MCkSZMAgOt2qpS/1NHw8HC8+eabqKurQ2xsrOg4isIZnkQkG319faIjEJEMsTYQkdqwrhF5R19fH7KysrBgwQLV7uJNZ/lTHQ0MDERSUhKAszu3//Of/+Tl7SPAhicRycb+/ftFRyAiGWJtICK1YV0j8jxJkvDAAw+gpKQEv/rVrxAVFSU6EnmRv9bRoqIi3HzzzXj88cdFR5E9NjyJiIiIiIiISNGeeuopFBQU4D//8z/x5z//WXQcIq+47bbb8B//8R9YvXo1XnnlFdFxZI0NTyKSjZtvvll0BCKSIdYGIlIb1jUiz3I4HPj3v/+NK6+8Elu3buWO7H7AX+toYGAgXn/9dVx44YVYtGgRdu3aJTqSbLHhSUSysWPHDtERiEiGWBuISG1Y14g8KyAgAG+++Sbef/99hIaGio5DPuDPdXTcuHF45513kJKSgo6ODtFxZIu7tBORbFgsFtERiEiGWBuISG1Y14g848iRI0hKSkJ4eDiCgoIQHR0tOhL5iL/X0alTp+LAgQMICmJbbyic4UlEshEbGys6AhHJEGsDEakN6xrR2O3btw9XXnklbr31VkiSJDoO+RjrKPo1O//1r3/51c71I8GGJxHJxlVXXSU6AhHJEGsDEakN6xrR2FRUVOC6665DX18fli9fzjU7/RDr6P8xmUzIyMjArbfeiq6uLtFxZIMNTyKSjX/+85+iIxCRDLE2EJHasK4Rue/jjz/G9773PTgcDpSWluK73/2u6EgkAOvo//nOd76DRx99FO+99x6uuOIKHDlyRHQkWWDDk4iIiIiIiIgU4ZJLLsHVV1+NL7/8EvPmzRMdh0g4jUaDVatWoaCgAIcOHcKCBQvQ3t4uOpZwbHgSkWxceumloiMQkQyxNhCR2rCuEY1cbW0tHnnkEbS2tgIA4uLi8D//8z+YMWOG4GQkEuvoQIsXL0ZZWRny8vIQGRkJAOjp6UFjY6PgZGKw4UlEshEQwJJERAOxNhCR2rCuEZ1fTU0N7r//fhgMBqxduxbvv/++6EgkI6yjg7vwwguxaNEi13//9a9/xeTJk/Hggw/ixIkTApP5Hl8hRCQbJpNJdAQikiHWBiJSG9Y1ouFVVFRg2rRpeOaZZ5CRkYEvv/wSd9xxh+hYJCOsoyMzZ84cfP/738emTZuQmpqKX/ziF2hoaBAdyyfY8CQiIiIiIiIioY4dO+b690svvRS//OUvUV5ejvfeew+XXXaZwGREyrVgwQJ8+OGH2LNnD26//XZ88sknGDdunOv3fX19AtN5l0aSJEl0CH/Q2tqK6OhotLS0ICoqSnQcIllqa2vrV3xJ3k6ePInk5GTWNfI61gbyFdY18hXWNfIVude1xsZGvPnmm/jrX/+KnTt3oqqqCikpKaJjkQKwjrqns7MT4eHhAM6+/2bOnImbbroJt9xyC9LT011rf8rZSPtrnOFJRLKxe/du0RGISIZYG4hIbVjXiICNGzciISEB2dnZ+Oabb/D73//e1YghOh/WUfec+x5rbm7GggUL8Nprr+GWW25BbGws1q9fLzCdZ7HhSYrV09ODZcuWoaenR3QU8oCenh58+umnfD7JJ1g/lOXMmTOiI8gSX8fkK3yteRbHPJ7D16ZymM1mbNy4Ee+8847rZ/PmzcNdd92FDz/8EPX19cjPz8f48eNHdVy+BvwT66hnTJ8+He+//z4aGhrw+uuvIysrC7Nnz3b9/p133oHRaMSOHTtgs9kEJnUPL2n3EV7S7nl8TNWltbUVP/vZz/D3v/+dz6dCyP0SqeGwfijLBx98gB/96EeiY8gOX8eep+S65k18rXkWxzyew9fm+Ymsax0dHVixYgXeffddHDhwAACQmZmJoqIij90HXwP+iXXUN377299i48aNAACdTocrr7wShYWFmDRpEgCgu7sboaGhPs810vd9kA8zEREN6+OPPxYdgYhk6PrrrxcdgYjIozjmIbUoLi7G0aNHUV1djZMnTyIwMBBvv/02ACA0NBSbN2/GlClT8Oijj+LHP/4xvvvd74oNTKrBOup9GzZswO9+9zu8//77eP/991FRUYGYmBjX79PT0/HNN98gKSkJiYmJSE5ORmFhITQaDQDg8OHD0Ol0GD9+PAICfH+BORueRCQbt912m+gIRCRDb775Ju644w7RMYiIPIZjHvK1EydOIDQ0FH19fUhNTYVWqwUAHDx4EKdOnUJPT4/rn5tvvtk1a6ugoAB79uxBQ0MD6urqcPr0aVRWVroaGn/+859x8OBBaDQaJCQkYMaMGa77DAwMxLFjx0Z9mTrRSLCO+kZKSgruvfde3HvvvQN+96Mf/QgJCQmora3FgQMH8NVXX7lqAwBce+21qKurQ1BQEOLj4zFnzhz87//+r+v39913H0JDQxEdHY2oqChMnToVP/3pTwEADocDR44cQXBwMAICAhAQEIDw8PBR1RM2PH3EuXJAa2ur4CTq4Xws+ZiqQ2trK/r6+vh8KoiS34NKzu6POjs7+VwNgq9jz+NjOjg+Lp7FMY/n8LV5fs7H5uKLL3b97Msvv8SsWbMAAH/605/w1ltv9bvNwYMHXZesFhcXo7S0FHq9HvHx8TAYDKirq3Pt5Lx161ZERkZi4sSJCAkJ6XefAKDVar36/PA14J9YR+Xh/vvv7/ffkiT1e04effRR1NbW4tSpUzhz5gzi4uJcv7fb7SgoKIDdbnf9/YIFC3DttdcCAFpaWnDBBRf0O/6NN96IN954w3WM863QyTU8fcS5dgoRERERERERERG5r6amBklJSUP+ng1PH3E4HDh16hTGjRvXb4ovEZFS2e12VFZWYtq0aQgMDBQdh4hozFjXiEhtWNeISG0kSUJbWxsmTZo07NqgbHgSERERERERERGRavh+myQiIiIiIiIiIiIiL2HDk4iIiIiIiIiIiFSDDU8iIiIiIiIiIiJSDTY8iYiIiIiIiIiISDWCRAcg/5OdnY2srCykp6eP6ThWqxVGoxEAYLFYAAAZGRlYvHjxqG4zf/585OTkjCmLPzKZTCgoKIDFYoHJZIJOp0N2dvawj//5WK1W5ObmAgBiY2NRVVWFjIwMZGZmevQ2pDzefp5HUpcKCwtRVFSE7OxspKenQ6fTwWw2w2QyYdu2bViyZAnS0tI8kofUyRuvY3dqMeumf/DG57TZbEZeXh6As+Moq9WKjIyMYcdRahh7eeOxHEx2djaMRiMMBsOgv1fDe1cuj6WvctDoeOM17s45I/meJ3sESq+T5EESkQ9UVVVJBQUFUlpamgRAKikpGdPxKioqJIPBMOA46enpUk5OzpC3Wbx4sdTc3Nzv50VFRVJaWtqY8vibgoICqaCgoN/PSkpKJJ1OJxkMhgGP8Ug0NzdLBoNBqqio6PfzxYsXD/mcunMbUh5vPc+jrUt5eXkSgAH/6HS6Mdc0Uj9vvI7dqcWsm/7BG5/TRUVFg75G0tLSJIPBMOht1DD28sZjOZiKigoJwID3ppMa3rtyeSx9lYNGxxuvcXfOGcl3PN0jUEOdJM9iw5O8rqCgQMrMzJQKCgqkkpISjxQzg8EwaNGqqqoa8vjp6enDZly8ePGYMvmLqqoqKS8vb9DfOQeYwz3WQxlu4DFUQ8md25DyeON5dqcu5eXlSQUFBVJOTo6UmZkpLV68eMAJE9FQPP06drcWs26qnzc+p5ubm6XMzMxhjznYOErpYy9vjXkGk56ePmyTTunvXbk8lr7MQaPjjde4O+eM5Bve6BEovU6S57HhST7lHEiMpdg4Z1kN9e1renr6gIGKc4bBUJzfBtH55eTkDPvNt3OQWVVVNeJjOgcdQ91m8eLFA55Td25DyuOL53mkdSkvL4+zPsgt3ngdu1OLWTf9gzc+p50no0OdSAIYMI5Sw9jLG4/lYJwzDodr0in9vSuXx9JXOWh0vPEad+eckcTwRI9ADXWSPI+bFpHilJSUAAB0Ot2gv09LS0NpaWm/n5nN5gE/O5fFYhnyeNRfaWkppk6dCqvVOujvnWsYmkymER+zoKAAAIZcZyk1NRWlpaX97tOd25Dy8HkmNfDG69idWsz3k3/wxue0Xq+HTqdDbGzskH/z7XGUGsZe3ngsv81sNgMY+n0JqOO9K5fH0hc5aPS88Rp355yRlEsNdZI8jw1PUpzy8vJhB8ipqakA+g9U0tLSYDabkZWVNehtCgoKsHDhQo/mVCu9Xg+r1eoaVHqCc7H4oTg/uMrLy8d0G1IePs+kBt54HbtTi/l+8g/e+JxOS0tDc3PzoBsNOcdb395oQg1jL288lt9WUFBw3s1T1PDelctj6YscNHreeI27c85IyqWGOkmex4YnKY5erx/R351bzAwGAxYvXozi4mLXtztOzm96lLRbqEglJSWoqqoacjdq5wByNLtVm83mYZ9X54fXuYNTd25DyiPX59lkMqGwsJCDZBoRb7yO3anFcn0/kWd543N6OM6dsJ27tzupYezl7ceyuLgY2dnZ5/07Nbx35fJY+vr9QSPjjde4O+eMpFxqqJPkeWx4kuKkpaUNOxW9qqoKAAb8TUFBAfLy8mA2m5GRkYHs7Gzk5+e7fkcjN9ylQsXFxUhLSxv2b77tfJe1OT+8zn1O3bkNKY/cnufS0lJX3XDOIsnIyOAlUTQsb72OR1uL5fZ+Iu/x9Of0YMxmM7Kzs2EwGFxjr29Tw9jLW4+lc5bhSG6rlveuHB5Lb+Yg93njNe7uOSMpk1rqJHkWG56kOM5vb4eaWeVsPDQ1NQ34XU5OjmuAXVhYiNzcXC+l9E/Ok5gtW7aM6nYj/eA59zl15zakPHJ6np0nPzk5Oa6ZH2lpaSgqKkJGRgZne9KQfP06HqoWy+n9RGK4+zl9ruLiYhiNRhiNRuh0uiEvWXdS69hrrI9lbm7uiGe4qv2968vH0ps5yH3eeI2P5ZyRlEftdZLcw4YnKU56ejrS09MHHTCXlpa61pAabGF9o9EIAJAkCTk5ObBara4ZBzQ2JpMJRqMRRUVFvAyIVCkzMxOZmZkDfq7T6ZCZmXnek34iX2AtpqF46rWRmZmJvLw8FBUVIS8vD3l5ecjKyhryZFONY6+xPpalpaXIyMjwQjLlkctjydqpPmM5ZyQidWDDkxSppKQEer0eRqMRVqsVVqsVxcXFsFqtrgWovz2lPSMjAxkZGa7LUPPy8lBRUQGDwYDCwkI2K8YoKysLBQUFgzaEzken043oW7lzByTu3IaURynP8/z582E2m7kuEA3Kl6/j4WqxUt5P5B1j+ZweTlFREYqLiwcdR6l17DXWx7KkpGTAJk/DUfN719ePpbdy0Nh46zXuzjkjKZOa6yS5jw1PUqyCggIsWbIEpaWlrm/pMjMzXYVu3rx5rr/Nz89HWlraoDuIVlVVuRbV5zp87snKykJ2dvZ5d8YcyvkWFbdYLAD6D0jcuQ0pj1KeZ+f987J2GoyvXsfnq8VKeT+R5431c3o4zlnuzvGYk1rHXmN9LPPz87FkyZJR3Uat710Rj6U3ctDYefM1PppzRlIutdZJGhs2PEnRnIPszMxMV/EqKysD0H93RecH3VAKCgqQlpaGkpISr+ZVI6PRiPnz549p7SSDweD6EBqMc0By7gLy7tyGlEcuz3N2drZrJgDRaPnidTySWiyX9xP5lic+p52bwgzF+Zo5dxylxrHXWB9Ls9kMnU436hNuNb53RT2Wns5BnuHt1/hIzxlJudRYJ2nsgkQHIPI0k8k04Bta56BoONnZ2aioqPBiMvUpLCxEamrqoN+IW63WEQ9C09LShp3h4TzJOneWiDu3IeWRy/NcXl4+okEUB800GG+/jkdai+XyfiLf8dTndExMDACgubl50Ns4LxE893JCtY29PPFYmkwmFBUVoaioaMDvnO+/RYsWuWYqOZvBanvvinwsPZ2DPEPEa3ywc0ZSLrXVSfIMzvAkxTGZTIiJiRm0oJlMJpjNZtcC+U4Gg+G8a+tVVVVh7ty5Hs2qZsXFxQAw6EDBbDaP6hK1hQsXAhj6cuCysrIBH07u3IaURy7Pc3p6Opqbm4f8fVlZGXQ6Hb81pkF583U8mlosl/cT+YYnP6ed9W2oBlBVVRUA9BtHqWns5anHMjMzEyUlJYP+k5eXB+DsDuHOnzmp6b0r+rH0dA7yDG+8xt05ZyTlUlOdJM9hw5NkyWq1wmg0DvoBNdzgedGiRcjLyxvQdMjMzBz2A81qtcJkMuH22293P7QfMZlMsFgsQ34rWlpaOmCm23DPqXONr23btg16vOLi4gHPnzu3IeVx93ke7vXmjoULF6KwsHDQ35nNZhQXF2PLli0euS9SH2+9jkdbi1k3/YenP6cXL1487KXnb7zxBnQ6Xb9xlFrGXp5+LN2hlveuHB5Ld3OQd3njc9Kdc0aSN0+fT5L6aSRJkkSHIP/h3MWzqKho2F0Q8/PzYTQaodPpBsyqslqtWLRoUb9LWJw/MxgMrm91vy0rKwt6vR55eXn9ZiiYTCYYjUbk5eVxcDMCZrMZGRkZQ35DZrFYUFpaOuB5G+45Bc4+h3PnzkVRUVG/5yE7Oxs6nW7Q59Wd25DyuPM8n+/1dq7R1CUA/db5MpvNmDt3LhYvXszXGw3L069jd2sx66b6eetzOjs7G1lZWQOOm5WVhdLSUnz88ccDxlFKH3t567EcjPM2Q30WKf29K5fH0t0c5H2e/px095yRfM8TPQJA+XWSPI8NT/K64uJiFBQUADi7Dp5zTRznjnhZWVkDvmE1mUy4/vrrcfvtt7tue65zL0FwrhdlNBrPO029tLR0wPH4gTc6qamp571EzWAwuC5vczrfcwr837d2Op0OsbGxqKqqQkZGxrAffO7chpRntM/z+V5v7tQl4GwNKSoqgsVicd1myZIlsj5hJ/nw5OvY3VrsTg5SFm9+ThcXF2Pbtm3Q6/WuOpiWloYlS5YMebm7ksde3nwsnbKzs2E2mwd8FqWlpQ14jJT83pXLYzmW2kne5+nxnrvnjOR93ugRAMquk+R5bHgSERERERERERGRanANTyIiIiIiIiIiIlINNjyJiIiIiIiIiIhINdjwJCIiIiIiIiIiItVgw5OIiIiIiIiIiIhUgw1PIiIiIiIiIiIiUg02PImIiIiIiIiIiEg12PAkIiIiIiIiIiIi1WDDk4iIiIiIiIiIiFSDDU8iIiIiIiIiIiJSDTY8iYiIiIiIiIiISDXY8CQiIiIiIiIiIiLVYMOTiIiIiIiIiIiIVIMNTyIiIiIiIiIiIlINNjyJiIiIiIiIiIhINdjwJCIiIiIiIiIiItVgw5OIiIiIiIiIiIhUgw1PIiIiIiIiIiIiUo0g0QGIiIiIiIj8idlsRl5eHsrLywEA8+bNQ0ZGBjIzMwUnIyIiUgeNJEmS6BBERERE51NYWIiqqirXf1utVuTl5UGn04kLRUQ0SlarFUajEQUFBTCbzSgoKEB+fj4AoLm5mTWNiIjIA9jwJCIiItnLzs5GdnY20tLSXD8rLS1FVlYWjh07xgYBESlGcXExdDod0tPTXT+zWq2wWCwwGAwCkxEREakH1/AkIiIiWcvOzkZeXl6/ZicAV7OgsLBQRCwiIreVlJT0+2+dTsdmJxERkQex4UlERESyVVhYiKysrGFncDY1NfkuEBHRGKWlpSE/Px9Wq1V0FCIiItViw5OIiIhkq6Kiot9ln+cym82wWq2YP3++j1MREbnPYDDAYDDg+uuvFx2FiIhItdjwJCIiIllyzu4cSl5eHgwGA3c1JiLFMRqNMJlMMBqNoqMQERGpEjctIiIiIlnKyspCUVHRoL8rLi7GokWLUFFRwXXviEhxrFYrYmJiAJydyf7tNYqJiIhobDjDk0jhTCYTsrKykJ2dDaPRiOzsbBQXF4uORUQ0Zs5Gpslkwty5c5GVlYW5c+ciIyMDubm5OHbsGJudRKQoVqsVRqMRRqMROTk5ADDsTHYiIjkrLS3F3LlzodFokJqaivz8/EH/zmq1Dvk7Im8JEh2AiNyXn5+PgoIClJSU9Dvpj4mJgdlsdg2kgbMfRvPmzRt24w8iIrkoLS11rc1pMBiwcOFCNDU1ISMjA3q9HosWLYLFYmFNIyLFsFqtmDt3LvLy8lxLcRQWFsJsNqO0tHTI9YqJiOSouLjY9YWNwWCA2WyG0WiETqfD4sWL+/1tbm4ulixZIiIm+THO8CRSqKysLOTm5g56OWdeXh6MRiPMZrPrZ0VFRWwMEJFilJSUuE7+dTodcnJykJeXh8WLFyMzMxOLFy/mrCgiUgyr1YqpU6ciPT2937rDzqbAUMt3EBHJUWlpKRYtWoSioiJIkoSqqipIkuQ6D7Vara6/tVqtsFqtPBcln2PDk0iBCgsLUVxcPGQTc968eQCAgoICAOAHDBEpzvnqVkZGBkwmU78vdoiI5GrRokUA/m9s5pSRkQEAsFgsPs9EROSuvLw8HDt2bMDGkTk5OVi8eDEKCwtdPyssLOQGbSQEG55ECmO1WpGdnQ2DwTDkpU/OGZ/ORkBubi6ys7N9lpGIaKzO9yWNXq8HcHZ9TyIiOTOZTCguLh70ck6uQ0xESlNcXIzs7Owhx2p5eXkoKSlx/XdVVRVrHQnBNTyJFCY3NxcABnybdi7nh4/z8gGAA2oiUo5z1+8cCmd2EpFSbNu2DcDwYzeO04hIKdLT08/7xbTz9+eu80nka5zhSaQwpaWlAICFCxee928tFguMRiPy8vK8HYuIyGNMJtN5N+8oKysDAKSlpfkiEhGR20wmE3Q63aBNTeeXN+f7koeISC5GslSac+mhc9dkJ/I1NjyJFMY5Y3MkJ/kmk4mXshOR4pSVlZ13MF1YWAiDwcBZUUQke2az2bW++rc5l+UYbvYnEZHSGAwGlJaWIjU1VXQU8mO8pJ1IYUaz+VBaWhpnPxGR4pxvXc7CwkJYrVZ8/PHHPkpEROS+4b6Y2bZtm2undiIitdDr9SgoKEBFRYXoKOTHOMOTSGGcl7I7Z3oOJj8/30dpiIg8y9nsHKrGmc1mGI1GFBQU8AsdIlKEjIwMlJeXD/h5aWkpTCYTdy8mIlXS6XSjmqxD5GlseBIpTE5ODgwGw6CD49LSUmRnZyM9PR2LFy92rQtltVo5mCYiRSgtLUVRUREWLVo04HfFxcXIyMjAli1bOCOKiBTDOXYrLCx0/cxqtSI7OxtFRUVcmoOIVMdisYxozwkib9JIkiSJDkFEo2c0GmG1Wvt9a5aRkeFaFNpqtSIrKws6nQ56vR55eXn8ho2IZM+50ZrZbO634ZrFYsH8+fORk5MjMB0RkfvOHbuZzWYsWbKEM9WJSJWMRiMWLlzIGkdCseFJREREsuFseBIRERGRMs2dO5frd5JwvKSdiIiIZMFsNmP+/PmiYxARERGRm6xW67D7TRD5ChueREREJAulpaW89ImIiIhIwTieI7lgw5OIiIhkoaKigpt3EBERESlYSUkJMjIyRMcgYsOTiIiIiIiIiIjGrrS0FLfffrvoGERseBIREZF4VqsVqampomMQERER0RikpaVBp9OJjkHEXdqJiIiIiIiIiIhIPTjDk4iIiIiIiIiIiFSDDU8iIiIiIiIiIiJSDTY8iYiIiIiIiIiISDXY8CQiIiIiIiIiIiLVYMOTiIiIiIiIiIiIVIMNTyIiIiIiIiIiIlINNjyJiIiIiIiIiIhINdjwJCIiIiIiIiIiItX4f6p5ODtb+blpAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_2_2 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing50_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_exp\"].values, velDispErr=Data[\"velDisp0Err_exp\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "17bacdb5-4c13-4c90-afee-2503935a7a51",
+   "metadata": {},
+   "source": [
+    "## 2.3. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "79bf4dc7-ca7b-44dc-a403-34f1dbb87847",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/3595824884.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ac1c81f490304101a032fbd7252f2046",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "f0df9a8f0362475e801dde12c314fdb7",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_2_3 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing50_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_petro\"].values, velDispErr=Data[\"velDisp0Err_petro\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "521c0b64-a9a0-4791-86ec-7da7d5aadbd4",
+   "metadata": {},
+   "source": [
+    "# 3. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$, $\\mathtt{SEEING50}$ and $\\mathtt{SEEING80}$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "50c01a2f-f0b8-40c3-9cb5-829c2c30176c",
+   "metadata": {},
+   "source": [
+    "## 3.1. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "4efa5089-bfde-4e71-81a1-22c67a24e972",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/3448107615.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "dd26314ca77e49139df1ee20b09fa90e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d2db374ef0064ddda5772b0f02dff619",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_3_1 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing20_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_petro\"].values, velDispErr=Data[\"velDisp0Err_petro\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0b4dc67a-aa90-44f9-8bd4-5ed5b912b4f7",
+   "metadata": {},
+   "source": [
+    "## 3.2. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "14d87cb9-507e-44f8-8907-00f5725febf4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/2085231887.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "33eb6a2f41d84f14bc9a809ec0c3eb4e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8bd222c36f674d78b1364a430b9dee31",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_3_2 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing50_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_petro\"].values, velDispErr=Data[\"velDisp0Err_petro\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3a49f4d5-7c46-424d-ab54-10cf8c57227e",
+   "metadata": {},
+   "source": [
+    "## 3.3. $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "2d8567d5-11ea-40e1-a3b9-95938a306d6e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_632437/4256401463.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "514926fa0f314239b5416758fc424384",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "c560dbd778a54200bd27104206144701",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_3_3 = get_mcmc(z_L=Data[\"z_L\"].values, z_S=Data[\"z_S\"].values, theta_E=Data[\"theta_E_rad\"].values, theta_ap=Data[\"theta_ap_rad\"].values, seeing_atm=Data[\"seeing80_rad\"].values, \\\n",
+    "                  velDisp=Data[\"velDisp0_petro\"].values, velDispErr=Data[\"velDisp0Err_petro\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ad66c4ae-935a-4570-b4d7-f210841e877b",
+   "metadata": {},
+   "source": [
+    "# Results"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "6c8141c6-ec02-4a3f-bd3f-b2b196e3ec28",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$\\alpha$</th>\n",
+       "      <th>$\\beta$</th>\n",
+       "      <th>$\\delta$</th>\n",
+       "      <th>$\\gamma$</th>\n",
+       "      <th>$\\mathrm{Std}(\\alpha$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\beta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\delta)$</th>\n",
+       "      <th>$\\mathrm{Std}(\\gamma)$</th>\n",
+       "      <th>Number of Systems</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.991305</td>\n",
+       "      <td>0.180057</td>\n",
+       "      <td>2.399884</td>\n",
+       "      <td>1.105152</td>\n",
+       "      <td>0.006765</td>\n",
+       "      <td>0.011339</td>\n",
+       "      <td>0.009573</td>\n",
+       "      <td>0.027892</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.990946</td>\n",
+       "      <td>0.180073</td>\n",
+       "      <td>2.399909</td>\n",
+       "      <td>1.093013</td>\n",
+       "      <td>0.006810</td>\n",
+       "      <td>0.011368</td>\n",
+       "      <td>0.009605</td>\n",
+       "      <td>0.032549</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.992166</td>\n",
+       "      <td>0.180021</td>\n",
+       "      <td>2.399919</td>\n",
+       "      <td>0.976147</td>\n",
+       "      <td>0.006796</td>\n",
+       "      <td>0.011263</td>\n",
+       "      <td>0.009588</td>\n",
+       "      <td>0.031739</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.991662</td>\n",
+       "      <td>0.180079</td>\n",
+       "      <td>2.399979</td>\n",
+       "      <td>1.061583</td>\n",
+       "      <td>0.006835</td>\n",
+       "      <td>0.011308</td>\n",
+       "      <td>0.009527</td>\n",
+       "      <td>0.032065</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$</th>\n",
+       "      <td>1.991673</td>\n",
+       "      <td>0.180175</td>\n",
+       "      <td>2.399961</td>\n",
+       "      <td>1.060800</td>\n",
+       "      <td>0.006855</td>\n",
+       "      <td>0.011319</td>\n",
+       "      <td>0.009560</td>\n",
+       "      <td>0.032339</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.991662</td>\n",
+       "      <td>0.180079</td>\n",
+       "      <td>2.399979</td>\n",
+       "      <td>1.061583</td>\n",
+       "      <td>0.006835</td>\n",
+       "      <td>0.011308</td>\n",
+       "      <td>0.009527</td>\n",
+       "      <td>0.032065</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$</th>\n",
+       "      <td>1.991509</td>\n",
+       "      <td>0.180126</td>\n",
+       "      <td>2.399973</td>\n",
+       "      <td>1.063289</td>\n",
+       "      <td>0.006820</td>\n",
+       "      <td>0.011366</td>\n",
+       "      <td>0.009584</td>\n",
+       "      <td>0.031662</td>\n",
+       "      <td>132</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                                                        $\\alpha$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 1.991305   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    1.990946   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    1.992166   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  1.991662   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     1.991673   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     1.991662   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     1.991509   \n",
+       "\n",
+       "                                                                                         $\\beta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 0.180057   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    0.180073   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    0.180021   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  0.180079   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     0.180175   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     0.180079   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     0.180126   \n",
+       "\n",
+       "                                                                                        $\\delta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 2.399884   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    2.399909   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    2.399919   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  2.399979   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     2.399961   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     2.399979   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     2.399973   \n",
+       "\n",
+       "                                                                                        $\\gamma$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 1.105152   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    1.093013   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    0.976147   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  1.061583   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     1.060800   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     1.061583   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     1.063289   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\alpha$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.006765   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.006810   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.006796   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.006835   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.006855   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.006835   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.006820   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\beta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                              0.011339   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                 0.011368   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                 0.011263   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$               0.011308   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                  0.011319   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                  0.011308   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                  0.011366   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\delta)$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.009573   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.009605   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.009588   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.009527   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.009560   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.009527   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.009584   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\gamma)$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.027892   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.032549   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.031739   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.032065   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.032339   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.032065   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.031662   \n",
+       "\n",
+       "                                                                                        Number of Systems  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   132  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   132  "
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_stats = [np.hstack([case_1.getMeans(), np.sqrt(case_1.getVars())]).T,\n",
+    "              np.hstack([case_2_1.getMeans(), np.sqrt(case_2_1.getVars())]).T,\n",
+    "              np.hstack([case_2_2.getMeans(), np.sqrt(case_2_2.getVars())]).T,\n",
+    "              np.hstack([case_2_3.getMeans(), np.sqrt(case_2_3.getVars())]).T,\n",
+    "              np.hstack([case_3_1.getMeans(), np.sqrt(case_3_1.getVars())]).T,\n",
+    "              np.hstack([case_3_2.getMeans(), np.sqrt(case_3_2.getVars())]).T,\n",
+    "              np.hstack([case_3_3.getMeans(), np.sqrt(case_3_3.getVars())]).T]\n",
+    "full_stats = np.vstack(full_stats)\n",
+    "columns = [r'$\\alpha$', r'$\\beta$', r'$\\delta$', r'$\\gamma$', r'$\\mathrm{Std}(\\alpha$)', r'$\\mathrm{Std}(\\beta$)', r'$\\mathrm{Std}(\\delta)$', r'$\\mathrm{Std}(\\gamma)$']\n",
+    "labels = [r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$']\n",
+    "\n",
+    "df = pd.DataFrame(full_stats, columns=columns)\n",
+    "# df.insert(0, 'Case', labels)\n",
+    "df.index = labels\n",
+    "df.insert(8, 'Number of Systems', [len(Data), len(Data), len(Data), len(Data), len(Data), len(Data), len(Data)])\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "04828aa2-67b2-4f30-ba65-5495cb1b6487",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$\\alpha$</th>\n",
+       "      <th>$\\beta$</th>\n",
+       "      <th>$\\delta$</th>\n",
+       "      <th>$\\gamma$</th>\n",
+       "      <th>$\\mathrm{Std}(\\alpha$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\beta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\delta)$</th>\n",
+       "      <th>$\\mathrm{Std}(\\gamma)$</th>\n",
+       "      <th>Number of Systems</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.994189</td>\n",
+       "      <td>0.180082</td>\n",
+       "      <td>2.400065</td>\n",
+       "      <td>1.083377</td>\n",
+       "      <td>0.005469</td>\n",
+       "      <td>0.009042</td>\n",
+       "      <td>0.007676</td>\n",
+       "      <td>0.024845</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.993835</td>\n",
+       "      <td>0.180080</td>\n",
+       "      <td>2.399959</td>\n",
+       "      <td>1.052487</td>\n",
+       "      <td>0.005470</td>\n",
+       "      <td>0.009084</td>\n",
+       "      <td>0.007665</td>\n",
+       "      <td>0.028787</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.994546</td>\n",
+       "      <td>0.180094</td>\n",
+       "      <td>2.399992</td>\n",
+       "      <td>0.935858</td>\n",
+       "      <td>0.005477</td>\n",
+       "      <td>0.009082</td>\n",
+       "      <td>0.007642</td>\n",
+       "      <td>0.028010</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.994260</td>\n",
+       "      <td>0.180046</td>\n",
+       "      <td>2.399895</td>\n",
+       "      <td>1.023250</td>\n",
+       "      <td>0.005512</td>\n",
+       "      <td>0.009100</td>\n",
+       "      <td>0.007641</td>\n",
+       "      <td>0.028150</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$</th>\n",
+       "      <td>1.994274</td>\n",
+       "      <td>0.179986</td>\n",
+       "      <td>2.400045</td>\n",
+       "      <td>1.021983</td>\n",
+       "      <td>0.005516</td>\n",
+       "      <td>0.009035</td>\n",
+       "      <td>0.007667</td>\n",
+       "      <td>0.028353</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$</th>\n",
+       "      <td>1.994260</td>\n",
+       "      <td>0.180046</td>\n",
+       "      <td>2.399895</td>\n",
+       "      <td>1.023250</td>\n",
+       "      <td>0.005512</td>\n",
+       "      <td>0.009100</td>\n",
+       "      <td>0.007641</td>\n",
+       "      <td>0.028150</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$</th>\n",
+       "      <td>1.994149</td>\n",
+       "      <td>0.180014</td>\n",
+       "      <td>2.399860</td>\n",
+       "      <td>1.024151</td>\n",
+       "      <td>0.005510</td>\n",
+       "      <td>0.009037</td>\n",
+       "      <td>0.007656</td>\n",
+       "      <td>0.028152</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                                                        $\\alpha$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 1.994189   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    1.993835   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    1.994546   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  1.994260   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     1.994274   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     1.994260   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     1.994149   \n",
+       "\n",
+       "                                                                                         $\\beta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 0.180082   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    0.180080   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    0.180094   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  0.180046   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     0.179986   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     0.180046   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     0.180014   \n",
+       "\n",
+       "                                                                                        $\\delta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 2.400065   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    2.399959   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    2.399992   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  2.399895   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     2.400045   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     2.399895   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     2.399860   \n",
+       "\n",
+       "                                                                                        $\\gamma$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                 1.083377   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$    1.052487   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$    0.935858   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$  1.023250   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$     1.021983   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$     1.023250   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$     1.024151   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\alpha$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.005469   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.005470   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.005477   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.005512   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.005516   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.005512   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.005510   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\beta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                              0.009042   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                 0.009084   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                 0.009082   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$               0.009100   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                  0.009035   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                  0.009100   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                  0.009037   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\delta)$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.007676   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.007665   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.007642   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.007641   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.007667   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.007641   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.007656   \n",
+       "\n",
+       "                                                                                        $\\mathrm{Std}(\\gamma)$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               0.024845   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  0.028787   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  0.028010   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                0.028150   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   0.028353   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   0.028150   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   0.028152   \n",
+       "\n",
+       "                                                                                        Number of Systems  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$                               206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$                  206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$                  206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$                206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$                   206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$                   206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$                   206  "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_stats = [np.hstack([case_1.getMeans(), np.sqrt(case_1.getVars())]).T,\n",
+    "              np.hstack([case_2_1.getMeans(), np.sqrt(case_2_1.getVars())]).T,\n",
+    "              np.hstack([case_2_2.getMeans(), np.sqrt(case_2_2.getVars())]).T,\n",
+    "              np.hstack([case_2_3.getMeans(), np.sqrt(case_2_3.getVars())]).T,\n",
+    "              np.hstack([case_3_1.getMeans(), np.sqrt(case_3_1.getVars())]).T,\n",
+    "              np.hstack([case_3_2.getMeans(), np.sqrt(case_3_2.getVars())]).T,\n",
+    "              np.hstack([case_3_3.getMeans(), np.sqrt(case_3_3.getVars())]).T]\n",
+    "full_stats = np.vstack(full_stats)\n",
+    "columns = [r'$\\alpha$', r'$\\beta$', r'$\\delta$', r'$\\gamma$', r'$\\mathrm{Std}(\\alpha$)', r'$\\mathrm{Std}(\\beta$)', r'$\\mathrm{Std}(\\delta)$', r'$\\mathrm{Std}(\\gamma)$']\n",
+    "labels = [r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_v$, $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (deV radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (exp radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (petro radius), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING20}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING50}$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ with $\\sigma_0$ (best of 3), $\\mathtt{SEEING80}$']\n",
+    "\n",
+    "df = pd.DataFrame(full_stats, columns=columns)\n",
+    "# df.insert(0, 'Case', labels)\n",
+    "df.index = labels\n",
+    "df.insert(8, 'Number of Systems', [len(Data), len(Data), len(Data), len(Data), len(Data), len(Data), len(Data)])\n",
+    "df"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/03_Cao_et_al._(2015)_Data.csv b/notebooks/modified-gravity-tests/03_Cao_et_al._(2015)_Data.csv
new file mode 100644
index 0000000..22d9c18
--- /dev/null
+++ b/notebooks/modified-gravity-tests/03_Cao_et_al._(2015)_Data.csv
@@ -0,0 +1,119 @@
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diff --git a/notebooks/modified-gravity-tests/03_Chen_et_al._(2019)_Data.csv b/notebooks/modified-gravity-tests/03_Chen_et_al._(2019)_Data.csv
new file mode 100644
index 0000000..5de2e81
--- /dev/null
+++ b/notebooks/modified-gravity-tests/03_Chen_et_al._(2019)_Data.csv
@@ -0,0 +1,162 @@
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+J140650.2+522619.1,SL2SJ140650+522619,False,False,0.716,1.47,253,19,263.48376176637896,21.96887033404718,0.94,4.557248602429638e-06,0.74,3.587621240210566e-06,0.8,3.878509448876288e-06,1.0 × 1.62,,SL2S,0.9,4.363323129985824e-06
+J141137.0+565119.0,SL2SJ141137+565119,False,False,0.322,1.42,214,23,221.9777257018177,25.100308359084,0.93,4.508767234318685e-06,0.74,3.587621240210566e-06,0.85,4.120916289431056e-06,1.0 × 1.62,,SL2S,1.3,6.302577854423968e-06
+J142059.4+563007.2,SL2SJ142059+563007,False,False,0.483,3.12,228,19,226.6439493214612,20.08497757153183,1.4,6.787391535533504e-06,0.74,3.587621240210566e-06,1.62,7.853981633974484e-06,1.0 × 1.62,,SL2S,0.9,4.363323129985824e-06
+J220329.0+020518.6,SL2SJ220329+020518,False,False,0.4,2.15,213,21,218.7282880469133,22.72708092196046,1.95,9.453866781635952e-06,0.74,3.587621240210566e-06,0.99,4.799655442984406e-06,1.0 × 1.62,,SL2S,0.9,4.363323129985824e-06
+J220506.0+014703.0,SL2SJ220506+014703,False,False,0.476,2.53,317,30,332.8138431627609,34.01982179797444,1.66,8.047907106418298e-06,0.69,3.345214399655798e-06,0.66,3.199770295322938e-06,0.9 × 1.60,,SL2S,0.8,3.878509448876288e-06
+J222148.0+011542.0,SL2SJ222148+011542,False,False,0.325,2.35,222,23,227.0993821605449,24.630230605819605,1.4,6.787391535533504e-06,0.79,3.830028080765334e-06,1.12,5.429913228426803e-06,1.0 × 1.88,,SL2S,0.7,3.393695767766752e-06
diff --git a/notebooks/modified-gravity-tests/03_Literature_Data.ipynb b/notebooks/modified-gravity-tests/03_Literature_Data.ipynb
new file mode 100644
index 0000000..dc67954
--- /dev/null
+++ b/notebooks/modified-gravity-tests/03_Literature_Data.ipynb
@@ -0,0 +1,3196 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "aaf0f332-c96c-4e66-9715-78dc77ce6a82",
+   "metadata": {},
+   "source": [
+    "In this notebook, we explore our data sample with previous data from the literature:\n",
+    "\n",
+    "- Cao et al. (2015): full sample\n",
+    "- Cao et al. (2017): same as Cao et al. (2015), only filters\n",
+    "- Chen et al. (2019): full sample\n",
+    "- Liu et al. (2022): same as Chen et al. (2019), only filters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "60b859e7-9d8f-4eb4-93f1-0578fb896b53",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "from astropy import units as u\n",
+    "\n",
+    "database = pd.read_csv(\n",
+    "    \"/home/renan/slcomp/02_Data/02_Database/Database.csv\", low_memory=False\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b7db0356-8ca1-4cda-aba0-d018c8231974",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "bf8990f9-8ac7-4393-8103-fe095444d22b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>RA</th>\n",
+       "      <th>DEC</th>\n",
+       "      <th>System_Type</th>\n",
+       "      <th>Lens_Type</th>\n",
+       "      <th>Source_Type</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_E_rad</th>\n",
+       "      <th>theta_EErr</th>\n",
+       "      <th>theta_EMethod</th>\n",
+       "      <th>...</th>\n",
+       "      <th>petror50_r</th>\n",
+       "      <th>devrad_r_rad</th>\n",
+       "      <th>exprad_r_rad</th>\n",
+       "      <th>petror50_r_rad</th>\n",
+       "      <th>velDisp0_dev</th>\n",
+       "      <th>velDisp0Err_dev</th>\n",
+       "      <th>velDisp0_exp</th>\n",
+       "      <th>velDisp0Err_exp</th>\n",
+       "      <th>velDisp0_petro</th>\n",
+       "      <th>velDisp0Err_petro</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J000408.1+141150.7</td>\n",
+       "      <td>1.03358</td>\n",
+       "      <td>14.19742</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.855237</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>188.674241</td>\n",
+       "      <td>40.769163</td>\n",
+       "      <td>189.882588</td>\n",
+       "      <td>41.15103</td>\n",
+       "      <td>183.653023</td>\n",
+       "      <td>39.283495</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J001016.4+175852.2</td>\n",
+       "      <td>2.56854</td>\n",
+       "      <td>17.98116</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.770891</td>\n",
+       "      <td>0.000009</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000009</td>\n",
+       "      <td>263.17974</td>\n",
+       "      <td>41.536244</td>\n",
+       "      <td>273.211287</td>\n",
+       "      <td>43.552805</td>\n",
+       "      <td>263.135764</td>\n",
+       "      <td>41.528739</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J001321.4+114039.6</td>\n",
+       "      <td>3.33925</td>\n",
+       "      <td>11.67767</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>1.07</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.260727</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>233.373159</td>\n",
+       "      <td>17.523127</td>\n",
+       "      <td>239.686481</td>\n",
+       "      <td>19.200784</td>\n",
+       "      <td>229.993206</td>\n",
+       "      <td>16.84232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J002123.2-042926.2</td>\n",
+       "      <td>5.34679</td>\n",
+       "      <td>-4.4906</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.95</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.524729</td>\n",
+       "      <td>0.000009</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>232.211211</td>\n",
+       "      <td>34.322592</td>\n",
+       "      <td>241.619291</td>\n",
+       "      <td>36.074245</td>\n",
+       "      <td>235.816734</td>\n",
+       "      <td>34.918168</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>5.67046</td>\n",
+       "      <td>14.51948</td>\n",
+       "      <td>Single Lens Galaxy</td>\n",
+       "      <td>GALAXY</td>\n",
+       "      <td>GALAXY</td>\n",
+       "      <td>2.91</td>\n",
+       "      <td>0.000014</td>\n",
+       "      <td>0.14</td>\n",
+       "      <td>SIE model</td>\n",
+       "      <td>...</td>\n",
+       "      <td>2.548123</td>\n",
+       "      <td>0.000018</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>391.881959</td>\n",
+       "      <td>56.013125</td>\n",
+       "      <td>413.299356</td>\n",
+       "      <td>59.597044</td>\n",
+       "      <td>401.293768</td>\n",
+       "      <td>57.340201</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 73 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       RA       DEC         System_Type Lens_Type  \\\n",
+       "0  J000408.1+141150.7  1.03358  14.19742                <NA>      <NA>   \n",
+       "1  J001016.4+175852.2  2.56854  17.98116                <NA>      <NA>   \n",
+       "2  J001321.4+114039.6  3.33925  11.67767                <NA>      <NA>   \n",
+       "3  J002123.2-042926.2  5.34679   -4.4906                <NA>      <NA>   \n",
+       "4  J002240.9+143110.1  5.67046  14.51948  Single Lens Galaxy    GALAXY   \n",
+       "\n",
+       "  Source_Type  theta_E  theta_E_rad  theta_EErr theta_EMethod  ... petror50_r  \\\n",
+       "0        <NA>     0.57     0.000003        <NA>          <NA>  ...   0.855237   \n",
+       "1        <NA>     1.23     0.000006        <NA>          <NA>  ...   1.770891   \n",
+       "2        <NA>     1.07     0.000005        <NA>          <NA>  ...   1.260727   \n",
+       "3        <NA>     0.95     0.000005        <NA>          <NA>  ...   1.524729   \n",
+       "4      GALAXY     2.91     0.000014        0.14     SIE model  ...   2.548123   \n",
+       "\n",
+       "   devrad_r_rad  exprad_r_rad petror50_r_rad velDisp0_dev  velDisp0Err_dev  \\\n",
+       "0      0.000003      0.000003       0.000004   188.674241        40.769163   \n",
+       "1      0.000009      0.000005       0.000009    263.17974        41.536244   \n",
+       "2      0.000005      0.000003       0.000006   233.373159        17.523127   \n",
+       "3      0.000009      0.000005       0.000007   232.211211        34.322592   \n",
+       "4      0.000018      0.000008       0.000012   391.881959        56.013125   \n",
+       "\n",
+       "   velDisp0_exp velDisp0Err_exp velDisp0_petro  velDisp0Err_petro  \n",
+       "0    189.882588        41.15103     183.653023          39.283495  \n",
+       "1    273.211287       43.552805     263.135764          41.528739  \n",
+       "2    239.686481       19.200784     229.993206           16.84232  \n",
+       "3    241.619291       36.074245     235.816734          34.918168  \n",
+       "4    413.299356       59.597044     401.293768          57.340201  \n",
+       "\n",
+       "[5 rows x 73 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_sample = pd.read_csv(\"01_LaStBeRu_cosmo_ground.csv\").convert_dtypes()\n",
+    "data_sample.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "315441ae-8205-4aa0-984f-2ff1643143d3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['JNAME', 'RA', 'DEC', 'System_Type', 'Lens_Type', 'Source_Type',\n",
+       "       'theta_E', 'theta_E_rad', 'theta_EErr', 'theta_EMethod', 'theta_ERef',\n",
+       "       'z_L', 'z_LErr', 'z_LType', 'z_LRef', 'z_S', 'z_SErr', 'z_SType',\n",
+       "       'z_SRef', 'velDisp', 'velDispErr', 'velDispRef', 'mag_u', 'mag_uErr',\n",
+       "       'mag_uRef', 'mag_uS', 'mag_uSRef', 'mag_g', 'mag_gErr', 'mag_gRef',\n",
+       "       'mag_gS', 'mag_gSRef', 'mag_r', 'mag_rErr', 'mag_rRef', 'mag_rS',\n",
+       "       'mag_rSRef', 'mag_i', 'mag_iErr', 'mag_iRef', 'mag_iS', 'mag_iSRef',\n",
+       "       'mag_z', 'mag_zErr', 'mag_zRef', 'mag_zS', 'mag_zSRef', 'mag_F814W',\n",
+       "       'mag_F814WErr', 'mag_F814WRef', 'fiberid', 'mjd', 'plate', 'theta_ap',\n",
+       "       'theta_ap_rad', 'seeing20', 'seeing20_rad', 'seeing50', 'seeing50_rad',\n",
+       "       'seeing80', 'seeing80_rad', 'devrad_r', 'exprad_r', 'petror50_r',\n",
+       "       'devrad_r_rad', 'exprad_r_rad', 'petror50_r_rad', 'velDisp0_dev',\n",
+       "       'velDisp0Err_dev', 'velDisp0_exp', 'velDisp0Err_exp', 'velDisp0_petro',\n",
+       "       'velDisp0Err_petro'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_sample.keys()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "80d35a17-8e24-4c08-97b3-fe79a93c739f",
+   "metadata": {},
+   "source": [
+    "# 1. Data from Cao et al. (2015)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "ae8dbe8b-f776-4f62-9466-6d9f6320c48a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>z_l</th>\n",
+       "      <th>z_s</th>\n",
+       "      <th>sigma_ap</th>\n",
+       "      <th>sigma_apErr</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>Survey</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>theta_eff</th>\n",
+       "      <th>sigma0</th>\n",
+       "      <th>sigma0Err</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J0151+0049</td>\n",
+       "      <td>0.517</td>\n",
+       "      <td>1.364</td>\n",
+       "      <td>219</td>\n",
+       "      <td>39</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>226</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J0747+5055</td>\n",
+       "      <td>0.438</td>\n",
+       "      <td>0.898</td>\n",
+       "      <td>328</td>\n",
+       "      <td>60</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>334</td>\n",
+       "      <td>61</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J0747+4448</td>\n",
+       "      <td>0.437</td>\n",
+       "      <td>0.897</td>\n",
+       "      <td>281</td>\n",
+       "      <td>52</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.87</td>\n",
+       "      <td>277</td>\n",
+       "      <td>51</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J0801+4727</td>\n",
+       "      <td>0.483</td>\n",
+       "      <td>1.518</td>\n",
+       "      <td>98</td>\n",
+       "      <td>24</td>\n",
+       "      <td>0.49</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>103</td>\n",
+       "      <td>25</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J0830+5116</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>1.332</td>\n",
+       "      <td>268</td>\n",
+       "      <td>36</td>\n",
+       "      <td>1.14</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.1</td>\n",
+       "      <td>274</td>\n",
+       "      <td>37</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Name    z_l    z_s  sigma_ap  sigma_apErr  theta_E Survey  theta_ap  \\\n",
+       "0  J0151+0049  0.517  1.364       219           39     0.68  BELLS       1.0   \n",
+       "1  J0747+5055  0.438  0.898       328           60     0.75  BELLS       1.0   \n",
+       "2  J0747+4448  0.437  0.897       281           52     0.61  BELLS       1.0   \n",
+       "3  J0801+4727  0.483  1.518        98           24     0.49  BELLS       1.0   \n",
+       "4  J0830+5116   0.53  1.332       268           36     1.14  BELLS       1.0   \n",
+       "\n",
+       "   theta_eff  sigma0  sigma0Err  \n",
+       "0       0.89     226         40  \n",
+       "1       1.24     334         61  \n",
+       "2       2.87     277         51  \n",
+       "3       0.57     103         25  \n",
+       "4        1.1     274         37  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao = pd.read_csv(\"data/cao_et_al.(2015).csv\").convert_dtypes()\n",
+    "data_cao.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e5f42751-8508-4274-8d16-08f529bbdc9b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao = data_cao.rename(\n",
+    "    columns={\n",
+    "        \"Name\": \"Cao_Name\",\n",
+    "        \"z_l\": \"Cao_z_L\",\n",
+    "        \"z_s\": \"Cao_z_S\",\n",
+    "        \"sigma_ap\": \"Cao_velDisp\",\n",
+    "        \"sigma_apErr\": \"Cao_velDispErr\",\n",
+    "        \"theta_E\": \"Cao_theta_E\",\n",
+    "        \"Survey\": \"Cao_Survey\",\n",
+    "        \"theta_ap\": \"Cao_theta_ap\",\n",
+    "        \"theta_eff\": \"Cao_theta_eff\",\n",
+    "        \"sigma0\": \"Cao_velDisp0\",\n",
+    "        \"sigma0Err\": \"Cao_velDisp0Err\",\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "623eff55-b499-49ce-a7f0-b2984003d6b3",
+   "metadata": {},
+   "source": [
+    "In this paper, they already evaluate $\\sigma_0$ but using different parameters than Chen et al. (2019). Thus, we re-evaluate $\\sigma_0$ using the same quantities we will apply in the next steps:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "9a07db6c-2092-469a-a8cf-a950bd2b4c52",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "@np.vectorize\n",
+    "def cal_velDispErr(velDisp, velDispErr, theta_eff, theta_ap, velDisp0):\n",
+    "    term_1 = (velDispErr**2) / (velDisp**2)\n",
+    "    term_2 = 0.03**2\n",
+    "    term_3 = (np.log(theta_eff / (2 * theta_ap)) * 0.033) ** 2\n",
+    "    return np.sqrt((term_1 + term_2 + term_3) * velDisp0**2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "d9e34d7b-b502-4aa6-aa33-f3dec9183d77",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"Cao_velDisp0\"] = data_cao[\"Cao_velDisp\"] * (\n",
+    "    (data_cao[\"Cao_theta_eff\"] / (2 * data_cao[\"Cao_theta_ap\"])) ** (-0.066)\n",
+    ")\n",
+    "data_cao[\"Cao_velDisp0Err\"] = cal_velDispErr(\n",
+    "    data_cao[\"Cao_velDisp\"],\n",
+    "    data_cao[\"Cao_velDispErr\"],\n",
+    "    data_cao[\"Cao_theta_eff\"],\n",
+    "    data_cao[\"Cao_theta_ap\"],\n",
+    "    data_cao[\"Cao_velDisp0\"],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "72d93644-6711-46c1-9abb-e27da21173a6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# for j in data_cao['Cao_Name']:\n",
+    "#     print(j, database.query(f'Original_ID.astype(\"str\").str.contains(\"{j}\",regex=False) or Alternative_Name.astype(\"str\").str.contains(\"{j}\",regex=False)').JNAME.values)\n",
+    "dictionary_cao_jname = {\n",
+    "    \"J0151+0049\": \"J015107.4+004909.0\",\n",
+    "    \"J0747+5055\": \"J074724.1+505537.5\",\n",
+    "    \"J0747+4448\": \"J074734.8+444859.3\",\n",
+    "    \"J0801+4727\": \"J080105.3+472749.6\",\n",
+    "    \"J0830+5116\": \"J083049.7+511631.8\",\n",
+    "    \"J0944-0147\": \"J094427.5-014742.4\",\n",
+    "    \"J1159-0007\": \"J115944.6-000728.2\",\n",
+    "    \"J1215+0047\": \"J121504.4+004726.0\",\n",
+    "    \"J1221+3806\": \"J122151.9+380610.5\",\n",
+    "    \"J1234-0241\": \"J123428.0-024129.6\",\n",
+    "    \"J1318-0104\": \"J131829.4-010421.6\",\n",
+    "    \"J1337+3620\": \"J133751.3+362018.1\",\n",
+    "    \"J1349+3612\": \"J134910.3+361239.7\",\n",
+    "    \"J1352+3216\": \"J135219.0+321651.8\",\n",
+    "    \"J1522+2910\": \"J152209.5+291021.9\",\n",
+    "    \"J1541+1812\": \"J154118.6+181235.1\",\n",
+    "    \"J1542+1629\": \"J154246.3+162951.8\",\n",
+    "    \"J1545+2748\": \"J154503.6+274805.3\",\n",
+    "    \"J1601+2138\": \"J160113.3+213833.9\",\n",
+    "    \"J1611+1705\": \"J161109.8+170526.6\",\n",
+    "    \"J1631+1854\": \"J163150.3+185404.1\",\n",
+    "    \"J1637+1439\": \"J163714.6+143930.1\",\n",
+    "    \"J2122+0409\": \"J212252.0+040935.5\",\n",
+    "    \"J2125+0411\": \"J212510.7+041131.6\",\n",
+    "    \"J2303+0037\": \"J230335.2+003703.2\",\n",
+    "    \"J0008-0004\": \"J000803.0-000408.2\",\n",
+    "    \"J0029-0055\": \"J002907.8-005550.5\",\n",
+    "    \"J0037-0942\": \"J003753.1-094218.3\",\n",
+    "    \"J0044+0113\": \"J004402.9+011312.6\",\n",
+    "    \"J0109+1500\": \"J010933.7+150032.5\",\n",
+    "    \"J0157-0056\": \"J015758.9-005626.1\",\n",
+    "    \"J0216-0813\": \"J021652.5-081345.3\",\n",
+    "    \"J0252+0039\": \"J025245.2+003958.4\",\n",
+    "    \"J0330-0020\": \"J033012.1-002051.9\",\n",
+    "    \"J0405-0455\": \"J040535.4-045552.4\",\n",
+    "    \"J0728+3835\": \"J072805.0+383525.7\",\n",
+    "    \"J0737+3216\": \"J073728.5+321618.6\",\n",
+    "    \"J0808+4706\": \"J080858.8+470638.9\",\n",
+    "    \"J0822+2652\": \"J082242.3+265243.5\",\n",
+    "    \"J0841+3824\": \"J084128.8+382413.7\",\n",
+    "    \"J0903+4116\": \"J090315.2+411609.1\",\n",
+    "    \"J0912+0029\": \"J091205.3+002901.2\",\n",
+    "    \"J0935-0003\": \"J093543.9-000334.8\",\n",
+    "    \"J0936+0913\": \"J093600.8+091335.8\",\n",
+    "    \"J0946+1006\": \"J094656.7+100652.8\",\n",
+    "    \"J0956+5100\": \"J095629.8+510006.6\",\n",
+    "    \"J0959+0410\": \"J095944.1+041017.0\",\n",
+    "    \"J1016+3859\": \"J101622.9+385903.3\",\n",
+    "    \"J1020+1122\": \"J102026.5+112241.1\",\n",
+    "    \"J1023+4230\": \"J102332.3+423001.8\",\n",
+    "    \"J1100+5329\": \"J110024.4+532913.9\",\n",
+    "    \"J1106+5228\": \"J110646.1+522837.8\",\n",
+    "    \"J1112+0826\": \"J111250.6+082610.4\",\n",
+    "    \"J1134+6027\": \"J113405.9+602713.5\",\n",
+    "    \"J1142+1001\": \"J114257.3+100111.8\",\n",
+    "    \"J1143-0144\": \"J114329.6-014430.0\",\n",
+    "    \"J1153+4612\": \"J115310.8+461205.3\",\n",
+    "    \"J1204+0358\": \"J120444.1+035806.4\",\n",
+    "    \"J1205+4910\": \"J120540.4+491029.4\",\n",
+    "    \"J1213+6708\": \"J121340.6+670829.0\",\n",
+    "    \"J1218+0830\": \"J121826.7+083050.3\",\n",
+    "    \"J1250+0523\": \"J125028.3+052349.1\",\n",
+    "    \"J1251-0208\": \"J125135.7-020805.2\",\n",
+    "    \"J1330-0148\": \"J133045.5-014841.6\",\n",
+    "    \"J1402+6321\": \"J140228.2+632133.5\",\n",
+    "    \"J1403+0006\": \"J140329.5+000641.4\",\n",
+    "    \"J1416+5136\": \"J141622.3+513630.4\",\n",
+    "    \"J1430+4105\": \"J143004.1+410557.2\",\n",
+    "    \"J1436-0000\": \"J143627.5-000029.2\",\n",
+    "    \"J1451-0239\": \"J145128.2-023936.4\",\n",
+    "    \"J1525+3327\": \"J152506.7+332747.4\",\n",
+    "    \"J1531-0105\": \"J153150.1-010545.7\",\n",
+    "    \"J1538+5817\": \"J153812.9+581709.8\",\n",
+    "    \"J1621+3931\": \"J162133.0+393144.6\",\n",
+    "    \"J1627-0053\": \"J162746.5-005357.6\",\n",
+    "    \"J1630+4520\": \"J163028.2+452036.3\",\n",
+    "    \"J1636+4707\": \"J163602.6+470729.6\",\n",
+    "    \"J2238-0754\": \"J223840.1-075456.0\",\n",
+    "    \"J2300+0022\": \"J230053.2+002238.0\",\n",
+    "    \"J2303+1422\": \"J230321.7+142217.9\",\n",
+    "    \"J2321-0939\": \"J232120.9-093910.3\",\n",
+    "    \"J2341+0000\": \"J234111.6+000018.7\",\n",
+    "    \"Q0047-2808\": \"J004941.9-275226.0\",\n",
+    "    \"CFRS03-1077\": \"J030230.7+000604.6\",\n",
+    "    \"HST 14176\": \"J141736.1+522642.9\",\n",
+    "    \"HST 15433\": \"J154320.4+535152.0\",\n",
+    "    \"MG 2016\": \"J201918.1+112710.8\",\n",
+    "    \"J0212-0555\": \"J021247.0-055552.0\",\n",
+    "    \"J0213-0743\": \"J021324.8-074354.9\",\n",
+    "    \"J0214-0405\": \"J021411.1-040502.4\",\n",
+    "    \"J0217-0513\": \"J021737.1-051329.2\",\n",
+    "    \"J0219-0829\": \"J021902.1-082934.4\",\n",
+    "    \"J0223-0534\": \"J022346.1-053418.2\",\n",
+    "    \"J0225-0454\": \"J022511.0-045433.4\",\n",
+    "    \"J0226-0420\": \"J022610.3-042011.3\",\n",
+    "    \"J0232-0408\": \"J023251.3-040823.4\",\n",
+    "    \"J0848-0351\": \"J084847.1-035103.3\",\n",
+    "    \"J0849-0412\": \"J084909.3-041226.4\",\n",
+    "    \"J0849-0251\": \"J084959.0-025142.0\",\n",
+    "    \"J0850-0347\": \"J085019.0-034710.4\",\n",
+    "    \"J0855-0147\": \"J085540.1-014730.2\",\n",
+    "    \"J0855-0409\": \"J085559.0-040917.0\",\n",
+    "    \"J0904-0059\": \"J090407.0-005952.0\",\n",
+    "    \"J0959+0206\": \"J095921.0+020638.0\",\n",
+    "    \"J1359+5535\": \"J135949.3+553550.2\",\n",
+    "    \"J1404+5200\": \"J140454.2+520024.4\",\n",
+    "    \"J1405+5243\": \"J140546.1+524311.1\",\n",
+    "    \"J1406+5226\": \"J140650.2+522619.1\",\n",
+    "    \"J1411+5651\": \"J141137.0+565119.0\",\n",
+    "    \"J1420+5258\": \"J142031.4+525822.0\",\n",
+    "    \"J1420+5630\": \"J142059.4+563007.2\",\n",
+    "    \"J2203+0205\": \"J220329.0+020518.6\",\n",
+    "    \"J2205+0147\": \"J220506.0+014703.0\",\n",
+    "    \"J2213-0009\": \"J221326.1-000946.2\",\n",
+    "    \"J2219-0017\": \"J221929.2-001743.2\",\n",
+    "    \"J2220+0106\": \"J222012.0+010606.0\",\n",
+    "    \"J2221+0115\": \"J222148.0+011542.0\",\n",
+    "    \"J2222+0012\": \"J222217.3+001202.4\",\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "426e564a-7749-4ba7-a698-c2dafa633d35",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"JNAME\"] = data_cao[\"Cao_Name\"].apply(lambda x: dictionary_cao_jname[x])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e93dbc67-9381-48e6-a814-351645397198",
+   "metadata": {},
+   "source": [
+    "Converting other variables to radians to use it later:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "f6d25ed5-d1a2-434e-a2c3-c8c5fdf28b8d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"Cao_theta_E_rad\"] = data_cao[\"Cao_theta_E\"] * u.arcsec.to(u.rad)\n",
+    "data_cao[\"Cao_theta_ap_rad\"] = data_cao[\"Cao_theta_ap\"] * u.arcsec.to(u.rad)\n",
+    "data_cao[\"Cao_theta_eff_rad\"] = data_cao[\"Cao_theta_eff\"] * u.arcsec.to(u.rad)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "fd2d70ee-4653-45b1-864f-6f0fee877073",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "54"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(data_cao.JNAME.isin(data_sample.JNAME))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "5c756f83-72c1-42c7-be0c-7baf1f20804f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"in_lastberu_cosmo_ground\"] = data_cao.JNAME.isin(data_sample.JNAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "06a2ca31-fcd5-4d19-b431-a06dd185a78a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "54"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(data_cao[\"in_lastberu_cosmo_ground\"])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f8983ce2-2e62-47af-874d-4f2d843b81c8",
+   "metadata": {},
+   "source": [
+    "# 2. Cao et al. (2017)\n",
+    "\n",
+    "In this work, they applied the following cuts on previous data: \n",
+    "$$ 200\\leq\\sigma_{\\mathrm{ap}}\\leq300$$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "22993062-6fcb-4477-accb-fa6ce6624b3c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(80, 16)"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao.query(\"Cao_velDisp>=200 and Cao_velDisp<=300\", engine=\"python\").shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "29caabe0-7fac-4dce-a56c-ee7a12395b3a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"in_cao_2017\"] = (data_cao[\"Cao_velDisp\"] >= 200) & (\n",
+    "    data_cao[\"Cao_velDisp\"] <= 300\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "8b59b432-ac85-46bd-a6b2-3eea4ed796dc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Cao_Name', 'Cao_z_L', 'Cao_z_S', 'Cao_velDisp', 'Cao_velDispErr',\n",
+       "       'Cao_theta_E', 'Cao_Survey', 'Cao_theta_ap', 'Cao_theta_eff',\n",
+       "       'Cao_velDisp0', 'Cao_velDisp0Err', 'JNAME', 'Cao_theta_E_rad',\n",
+       "       'Cao_theta_ap_rad', 'Cao_theta_eff_rad', 'in_lastberu_cosmo_ground',\n",
+       "       'in_cao_2017'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "631c3fb2-4ecf-4f06-bd24-0ff353cf450c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\n",
+    "    [\n",
+    "        \"JNAME\",\n",
+    "        \"Cao_Name\",\n",
+    "        \"in_cao_2017\",\n",
+    "        \"in_lastberu_cosmo_ground\",\n",
+    "        \"Cao_z_L\",\n",
+    "        \"Cao_z_S\",\n",
+    "        \"Cao_velDisp\",\n",
+    "        \"Cao_velDispErr\",\n",
+    "        \"Cao_velDisp0\",\n",
+    "        \"Cao_velDisp0Err\",\n",
+    "        \"Cao_theta_E\",\n",
+    "        \"Cao_theta_E_rad\",\n",
+    "        \"Cao_theta_ap\",\n",
+    "        \"Cao_theta_ap_rad\",\n",
+    "        \"Cao_theta_eff\",\n",
+    "        \"Cao_theta_eff_rad\",\n",
+    "        \"Cao_Survey\",\n",
+    "    ]\n",
+    "].to_csv(\"03_Cao_et_al._(2015)_Data.csv\", index=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "720b7110-6520-4c16-bf10-e279c2481da5",
+   "metadata": {},
+   "source": [
+    "# 3. Chen et al. (2019)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "777edeae-00ff-45ed-a5cf-0104cd06b28a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Lens name</th>\n",
+       "      <th>zl</th>\n",
+       "      <th>zs</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_Eff</th>\n",
+       "      <th>slit</th>\n",
+       "      <th>Fiber radius</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>sigma_ap</th>\n",
+       "      <th>sigma_apErr</th>\n",
+       "      <th>Survey name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>MG2016+112</td>\n",
+       "      <td>1.004</td>\n",
+       "      <td>3.263</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>0.31</td>\n",
+       "      <td>1 × 1.25</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>304</td>\n",
+       "      <td>27</td>\n",
+       "      <td>LSD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0047−281</td>\n",
+       "      <td>0.485</td>\n",
+       "      <td>3.595</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>0.82</td>\n",
+       "      <td>0.4 × 1.25</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>219</td>\n",
+       "      <td>12</td>\n",
+       "      <td>LSD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>CFRS03.1077</td>\n",
+       "      <td>0.938</td>\n",
+       "      <td>2.941</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>1.6</td>\n",
+       "      <td>0.5 × 1.25</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>256</td>\n",
+       "      <td>19</td>\n",
+       "      <td>LSD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>HST14176+5226</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>3.399</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>1.06</td>\n",
+       "      <td>0.32 × 1.25</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.37</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18</td>\n",
+       "      <td>LSD</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>HSTT15433+5352</td>\n",
+       "      <td>0.497</td>\n",
+       "      <td>2.092</td>\n",
+       "      <td>0.36</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>0.3 × 1.25</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "      <td>0.35</td>\n",
+       "      <td>108</td>\n",
+       "      <td>14</td>\n",
+       "      <td>LSD</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        Lens name     zl     zs  theta_E  theta_Eff         slit  \\\n",
+       "0      MG2016+112  1.004  3.263     1.56       0.31     1 × 1.25   \n",
+       "1        0047−281  0.485  3.595     1.34       0.82   0.4 × 1.25   \n",
+       "2     CFRS03.1077  0.938  2.941     1.24        1.6   0.5 × 1.25   \n",
+       "3   HST14176+5226   0.81  3.399     1.41       1.06  0.32 × 1.25   \n",
+       "4  HSTT15433+5352  0.497  2.092     0.36       0.41   0.3 × 1.25   \n",
+       "\n",
+       "   Fiber radius  theta_ap  sigma_ap  sigma_apErr Survey name  \n",
+       "0          <NA>      0.65       304           27         LSD  \n",
+       "1          <NA>      0.41       219           12         LSD  \n",
+       "2          <NA>      0.46       256           19         LSD  \n",
+       "3          <NA>      0.37       212           18         LSD  \n",
+       "4          <NA>      0.35       108           14         LSD  "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_chen = pd.read_csv(\"data/chen_et_al.(2019).csv\").convert_dtypes()\n",
+    "data_chen.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "ae537aa4-8af9-4ed6-8691-7efa5752adec",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen = data_chen.rename(\n",
+    "    columns={\n",
+    "        \"Lens name\": \"Chen_Name\",\n",
+    "        \"zl\": \"Chen_z_L\",\n",
+    "        \"zs\": \"Chen_z_S\",\n",
+    "        \"theta_E\": \"Chen_theta_E\",\n",
+    "        \"theta_Eff\": \"Chen_theta_eff\",\n",
+    "        \"slit\": \"Chen_slit\",\n",
+    "        \"Fiber radius\": \"Chen_fiber_radius\",\n",
+    "        \"theta_ap\": \"Chen_theta_ap\",\n",
+    "        \"sigma_ap\": \"Chen_velDisp\",\n",
+    "        \"sigma_apErr\": \"Chen_velDispErr\",\n",
+    "        \"Survey name\": \"Chen_Survey\",\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "a3a81ff5-8aa5-494f-a4b0-f949e35e88e0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen[\"Chen_velDisp0\"] = data_chen[\"Chen_velDisp\"] * (\n",
+    "    (data_chen[\"Chen_theta_eff\"] / (2 * data_chen[\"Chen_theta_ap\"])) ** (-0.066)\n",
+    ")\n",
+    "data_chen[\"Chen_velDisp0Err\"] = cal_velDispErr(\n",
+    "    data_chen[\"Chen_velDisp\"],\n",
+    "    data_chen[\"Chen_velDispErr\"],\n",
+    "    data_chen[\"Chen_theta_eff\"],\n",
+    "    data_chen[\"Chen_theta_ap\"],\n",
+    "    data_chen[\"Chen_velDisp0\"],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "8c7dc56f-3e4b-439d-a4e0-56a7755b0de6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# for j in data_chen['Chen_Name']:\n",
+    "#     print(j, database.query(f'Original_ID.astype(\"str\").str.contains(\"{j}\",regex=False) or Alternative_Name.astype(\"str\").str.contains(\"{j}\",regex=False)').JNAME.values)\n",
+    "dictionary_chen_jname = {\n",
+    "    \"MG2016+112\": \"J201918.1+112710.8\",\n",
+    "    \"0047−281\": \"J004941.9-275226.0\",\n",
+    "    \"CFRS03.1077\": \"J030230.7+000604.6\",\n",
+    "    \"HST14176+5226\": \"J141736.1+522642.9\",\n",
+    "    \"HSTT15433+5352\": \"J154320.4+535152.0\",\n",
+    "    \"SL2SJ020524−93023\": \"\",\n",
+    "    \"SL2SJ021247−055552\": \"J021247.0-055552.0\",\n",
+    "    \"SL2SJ021325−074355\": \"J021324.8-074354.9\",\n",
+    "    \"SL2SJ021411−040502\": \"J021411.1-040502.4\",\n",
+    "    \"SL2SJ021737−051329\": \"J021737.1-051329.2\",\n",
+    "    \"SL2SJ021801−080247\": \"J021801.1-080247.3\",\n",
+    "    \"SL2SJ021902−082934\": \"J021902.1-082934.4\",\n",
+    "    \"SL2SJ022046−094927\": \"J022046.0-094927.4\",\n",
+    "    \"SL2SJ022511−045433\": \"J022511.0-045433.4\",\n",
+    "    \"SL2SJ022610−042011\": \"J022610.3-042011.3\",\n",
+    "    \"SL2SJ023251−040823\": \"J023251.3-040823.4\",\n",
+    "    \"SL2SJ084847−035103\": \"J084847.1-035103.3\",\n",
+    "    \"SL2SJ084909−041226\": \"J084909.3-041226.4\",\n",
+    "    \"SL2SJ084959−025142\": \"J084959.0-025142.0\",\n",
+    "    \"SL2SJ085540−014730\": \"J085540.1-014730.2\",\n",
+    "    \"SL2SJ090407−005952\": \"J090407.0-005952.0\",\n",
+    "    \"SL2SJ095921+020638\": \"J095921.0+020638.0\",\n",
+    "    \"SL2SJ135949+553550\": \"J135949.3+553550.2\",\n",
+    "    \"SL2SJ140454+520024\": \"J140454.2+520024.4\",\n",
+    "    \"SL2SJ140546+524311\": \"J140546.1+524311.1\",\n",
+    "    \"SL2SJ140650+522619\": \"J140650.2+522619.1\",\n",
+    "    \"SL2SJ141137+565119\": \"J141137.0+565119.0\",\n",
+    "    \"SL2SJ142059+563007\": \"J142059.4+563007.2\",\n",
+    "    \"SL2SJ220329+020518\": \"J220329.0+020518.6\",\n",
+    "    \"SL2SJ220506+014703\": \"J220506.0+014703.0\",\n",
+    "    \"SL2SJ222148+011542\": \"J222148.0+011542.0\",\n",
+    "    \"SDSSJ0008−0004\": \"J000803.0-000408.2\",\n",
+    "    \"SDSSJ0029−0055\": \"J002907.8-005550.5\",\n",
+    "    \"SDSSJ0037−0942\": \"J003753.1-094218.3\",\n",
+    "    \"SDSSJ0044+0113\": \"J004402.9+011312.6\",\n",
+    "    \"SDSSJ0109+1500\": \"J010933.7+150032.5\",\n",
+    "    \"SDSSJ0157−0056\": \"J015758.9-005626.1\",\n",
+    "    \"SDSSJ0216−0813\": \"J021652.5-081345.3\",\n",
+    "    \"SDSSJ0252+0039\": \"J025245.2+003958.4\",\n",
+    "    \"SDSSJ0330−0020\": \"J033012.1-002051.9\",\n",
+    "    \"SDSSJ0405−0455\": \"J040535.4-045552.4\",\n",
+    "    \"SDSSJ0728+3835\": \"J072805.0+383525.7\",\n",
+    "    \"SDSSJ0737+3216\": \"J073728.5+321618.6\",\n",
+    "    \"SDSSJ0822+2652\": \"J082242.3+265243.5\",\n",
+    "    \"SDSSJ0903+4116\": \"J090315.2+411609.1\",\n",
+    "    \"SDSSJ0912+0029\": \"J091205.3+002901.2\",\n",
+    "    \"SDSSJ0935−0003\": \"J093543.9-000334.8\",\n",
+    "    \"SDSSJ0936+0913\": \"J093600.8+091335.8\",\n",
+    "    \"SDSSJ0946+1006\": \"J094656.7+100652.8\",\n",
+    "    \"SDSSJ0956+5100\": \"J095629.8+510006.6\",\n",
+    "    \"SDSSJ0959+4416\": \"J095901.0+441639.4\",\n",
+    "    \"SDSSJ0959+0410\": \"J095944.1+041017.0\",\n",
+    "    \"SDSSJ1016+3859\": \"J101622.9+385903.3\",\n",
+    "    \"SDSSJ1020+1122\": \"J102026.5+112241.1\",\n",
+    "    \"SDSSJ1023+4230\": \"J102332.3+423001.8\",\n",
+    "    \"SDSSJ1029+0420\": \"J102922.9+042001.8\",\n",
+    "    \"SDSSJ1100+5329\": \"J110024.4+532913.9\",\n",
+    "    \"SDSSJ1106+5228\": \"J110646.1+522837.8\",\n",
+    "    \"SDSSJ1112+0826\": \"J111250.6+082610.4\",\n",
+    "    \"SDSSJ1134+6027\": \"J113405.9+602713.5\",\n",
+    "    \"SDSSJ1142+1001\": \"J114257.3+100111.8\",\n",
+    "    \"SDSSJ1143−0144\": \"J114329.6-014430.0\",\n",
+    "    \"SDSSJ1153+4612\": \"J115310.8+461205.3\",\n",
+    "    \"SDSSJ1204+0358\": \"J120444.1+035806.4\",\n",
+    "    \"SDSSJ1205+4910\": \"J120540.4+491029.4\",\n",
+    "    \"SDSSJ1213+6708\": \"J121340.6+670829.0\",\n",
+    "    \"SDSSJ1218+0830\": \"J121826.7+083050.3\",\n",
+    "    \"SDSSJ1250+0523\": \"J125028.3+052349.1\",\n",
+    "    \"SDSSJ1402+6321\": \"J140228.2+632133.5\",\n",
+    "    \"SDSSJ1403+0006\": \"J140329.5+000641.4\",\n",
+    "    \"SDSSJ1416+5136\": \"J141622.3+513630.4\",\n",
+    "    \"SDSSJ1420+6019\": \"J142015.8+601914.8\",\n",
+    "    \"SDSSJ1430+4105\": \"J143004.1+410557.2\",\n",
+    "    \"SDSSJ1436−0000\": \"J143627.5-000029.2\",\n",
+    "    \"SDSSJ1443+0304\": \"J144319.6+030408.2\",\n",
+    "    \"SDSSJ1451−0239\": \"J145128.2-023936.4\",\n",
+    "    \"SDSSJ1525+3327\": \"J152506.7+332747.4\",\n",
+    "    \"SDSSJ1531−0105\": \"J153150.1-010545.7\",\n",
+    "    \"SDSSJ1538+5817\": \"J153812.9+581709.8\",\n",
+    "    \"SDSSJ1621+3931\": \"J162133.0+393144.6\",\n",
+    "    \"SDSSJ1627−0053\": \"J162746.5-005357.6\",\n",
+    "    \"SDSSJ1630+4520\": \"J163028.2+452036.3\",\n",
+    "    \"SDSSJ1636+4707\": \"J163602.6+470729.6\",\n",
+    "    \"SDSSJ2238−0754\": \"J223840.1-075456.0\",\n",
+    "    \"SDSSJ2300+0022\": \"J230053.2+002238.0\",\n",
+    "    \"SDSSJ2303+1422\": \"J230321.7+142217.9\",\n",
+    "    \"SDSSJ2321−0939\": \"J232120.9-093910.3\",\n",
+    "    \"SDSSJ2341+0000\": \"J234111.6+000018.7\",\n",
+    "    \"SDSSJ0143−1006\": \"J014356.6-100633.7\",\n",
+    "    \"SDSSJ0159−0006\": \"J015930.1-000612.4\",\n",
+    "    \"SDSSJ0324+0045\": \"J032415.5+004505.5\",\n",
+    "    \"SDSSJ0324−0110\": \"J032454.5-011029.1\",\n",
+    "    \"SDSSJ0753+3416\": \"J075346.2+341633.6\",\n",
+    "    \"SDSSJ0754+1927\": \"J075428.5+192728.1\",\n",
+    "    \"SDSSJ0757+1956\": \"J075749.0+195616.3\",\n",
+    "    \"SDSSJ0826+5630\": \"J082639.9+563036.0\",\n",
+    "    \"SDSSJ0847+2348\": \"J084727.7+234819.5\",\n",
+    "    \"SDSSJ0851+0505\": \"J085141.9+050507.0\",\n",
+    "    \"SDSSJ0920+3028\": \"J092048.3+302818.3\",\n",
+    "    \"SDSSJ0955+3014\": \"J095557.5+301450.9\",\n",
+    "    \"SDSSJ0956+5539\": \"J095654.8+553947.3\",\n",
+    "    \"SDSSJ1010+3124\": \"J101026.8+312417.6\",\n",
+    "    \"SDSSJ1041+0112\": \"J104122.9+011224.2\",\n",
+    "    \"SDSSJ1048+1313\": \"J104809.4+131352.9\",\n",
+    "    \"SDSSJ1051+4439\": \"J105109.4+443908.5\",\n",
+    "    \"SDSSJ1056+4141\": \"J105657.6+414114.6\",\n",
+    "    \"SDSSJ1101+1523\": \"J110113.1+152339.6\",\n",
+    "    \"SDSSJ1116+0729\": \"J111641.7+072945.6\",\n",
+    "    \"SDSSJ1127+2312\": \"J112738.7+231244.4\",\n",
+    "    \"SDSSJ1137+1818\": \"J113728.6+181812.4\",\n",
+    "    \"SDSSJ1142+2509\": \"J114238.2+250905.5\",\n",
+    "    \"SDSSJ1144+0436\": \"J114440.1+043650.5\",\n",
+    "    \"SDSSJ1213+2930\": \"J121303.7+293022.4\",\n",
+    "    \"SDSSJ1301+0834\": \"J130126.9+083425.2\",\n",
+    "    \"SDSSJ1330+1750\": \"J133031.4+175040.5\",\n",
+    "    \"SDSSJ1403+3309\": \"J140309.7+330917.8\",\n",
+    "    \"SDSSJ1430+6104\": \"J143034.8+610404.8\",\n",
+    "    \"SDSSJ1433+2835\": \"J143351.6+283516.4\",\n",
+    "    \"SDSSJ1541+3642\": \"J154122.3+364231.7\",\n",
+    "    \"SDSSJ1543+2202\": \"J154339.9+220223.3\",\n",
+    "    \"SDSSJ1550+2020\": \"J155010.6+202013.5\",\n",
+    "    \"SDSSJ1553+3004\": \"J155316.1+300425.7\",\n",
+    "    \"SDSSJ1607+2147\": \"J160740.5+214711.0\",\n",
+    "    \"SDSSJ1633+1441\": \"J163344.2+144154.9\",\n",
+    "    \"SDSSJ2309−0039\": \"J230946.4-003912.9\",\n",
+    "    \"SDSSJ2324+0105\": \"J232427.8+010558.5\",\n",
+    "    \"SDSSJ0801+4727\": \"J080105.3+472749.6\",\n",
+    "    \"SDSSJ1234−0241\": \"J123428.0-024129.6\",\n",
+    "    \"SDSSJ1352+3216\": \"J135219.0+321651.8\",\n",
+    "    \"SDSSJ1159−0007\": \"J115944.6-000728.2\",\n",
+    "    \"SDSSJ1318−0104\": \"J131829.4-010421.6\",\n",
+    "    \"SDSSJ1349+3612\": \"J134910.3+361239.7\",\n",
+    "    \"SDSSJ1221+3806\": \"J122151.9+380610.5\",\n",
+    "    \"SDSSJ0944−0147\": \"J094427.5-014742.4\",\n",
+    "    \"SDSSJ1601+2138\": \"J160113.3+213833.9\",\n",
+    "    \"SDSSJ1542+1629\": \"J154246.3+162951.8\",\n",
+    "    \"SDSSJ0151+0049\": \"J015107.4+004909.0\",\n",
+    "    \"SDSSJ1337+3620\": \"J133751.3+362018.1\",\n",
+    "    \"SDSSJ2125+0411\": \"J212510.7+041131.6\",\n",
+    "    \"SDSSJ1545+2748\": \"J154503.6+274805.3\",\n",
+    "    \"SDSSJ1215+0047\": \"J121504.4+004726.0\",\n",
+    "    \"SDSSJ0830+5116\": \"J083049.7+511631.8\",\n",
+    "    \"SDSSJ1631+1854\": \"J163150.3+185404.1\",\n",
+    "    \"SDSSJ2303+0037\": \"J230335.2+003703.2\",\n",
+    "    \"SDSSJ0747+4448\": \"J074734.8+444859.3\",\n",
+    "    \"SDSSJ2122+0409\": \"J212252.0+040935.5\",\n",
+    "    \"SDSSJ0747+5055\": \"J074724.1+505537.5\",\n",
+    "    \"SDSSJ0029+2544\": \"J002927.4+254401.8\",\n",
+    "    \"SDSSJ0201+3228\": \"J020121.4+322829.7\",\n",
+    "    \"SDSSJ0237−0641\": \"J023740.6-064113.0\",\n",
+    "    \"SDSSJ0742+3341\": \"J074249.7+334149.0\",\n",
+    "    \"SDSSJ0755+3445\": \"J075523.5+344539.6\",\n",
+    "    \"SDSSJ0856+2010\": \"J085621.6+201040.5\",\n",
+    "    \"SDSSJ0918+5104\": \"J091859.2+510452.6\",\n",
+    "    \"SDSSJ1110+2808\": \"J111027.1+280838.5\",\n",
+    "    \"SDSSJ1116+0915\": \"J111634.6+091503.1\",\n",
+    "    \"SDSSJ1141+2216\": \"J114154.7+221628.9\",\n",
+    "    \"SDSSJ1201+4743\": \"J120159.0+474323.2\",\n",
+    "    \"SDSSJ1226+5457\": \"J122656.5+545739.1\",\n",
+    "    \"SDSSJ2228+1205\": \"J222825.8+120504.0\",\n",
+    "    \"SDSSJ2342−0120\": \"J234248.7-012032.6\",\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "aa0ddfcc-ec9a-465c-b5f2-f2f5b05cf009",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen[\"JNAME\"] = data_chen[\"Chen_Name\"].apply(lambda x: dictionary_chen_jname[x])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4fb86829-9cc0-4d29-93a4-2b155976155a",
+   "metadata": {},
+   "source": [
+    "Converting other variables to radians to use it later:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "7ced17df-aeeb-4216-971e-f8a974ad8dc3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen[\"Chen_theta_E_rad\"] = data_chen[\"Chen_theta_E\"] * u.arcsec.to(u.rad)\n",
+    "data_chen[\"Chen_theta_ap_rad\"] = data_chen[\"Chen_theta_ap\"] * u.arcsec.to(u.rad)\n",
+    "data_chen[\"Chen_theta_eff_rad\"] = data_chen[\"Chen_theta_eff\"] * u.arcsec.to(u.rad)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "53a030c7-6ce7-4803-8e8d-c93f259bf394",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "99"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(data_chen.JNAME.isin(data_sample.JNAME))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "94100d27-053e-49ef-a6a9-beeface532a3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen[\"in_lastberu_cosmo_ground\"] = data_chen.JNAME.isin(data_sample.JNAME)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "2e4d1c96-f12e-4b1c-a1dd-0ceef1e8e2a7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "99"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(data_chen[\"in_lastberu_cosmo_ground\"])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a0bacbf7-4b25-4063-8c54-51b9ca6a296e",
+   "metadata": {},
+   "source": [
+    "# 4. Liu et al. (2022)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "94b69183-df99-45cb-ac0c-0da8d015287a",
+   "metadata": {},
+   "source": [
+    "In this work, they applied the following cuts on previous data:\n",
+    "- 120 SGL data: from surveys SLACS, S4TM, BELLS, and BELLS GALLERY"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "4c1bdca1-5dd9-41f2-8aa4-385b6c861912",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# data_chen.query('Chen_Survey.isin([\"SLACS\", \"S4TM\", \"BELLS\", \"BELLS GALLERY\"]) and Chen_z_S < 2.3')\n",
+    "data_chen[\"in_liu_2022\"] = (\n",
+    "    data_chen[\"Chen_Survey\"].isin([\"SLACS\", \"S4TM\", \"BELLS\", \"BELLS GALLERY\"])\n",
+    ") & (data_chen[\"Chen_z_S\"] <= 2.3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "609bcfe4-f5d3-48c6-bbdb-7bd12fbb617d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Chen_Name', 'Chen_z_L', 'Chen_z_S', 'Chen_theta_E', 'Chen_theta_eff',\n",
+       "       'Chen_slit', 'Chen_fiber_radius', 'Chen_theta_ap', 'Chen_velDisp',\n",
+       "       'Chen_velDispErr', 'Chen_Survey', 'Chen_velDisp0', 'Chen_velDisp0Err',\n",
+       "       'JNAME', 'Chen_theta_E_rad', 'Chen_theta_ap_rad', 'Chen_theta_eff_rad',\n",
+       "       'in_lastberu_cosmo_ground', 'in_liu_2022'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_chen.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "bed58ee3-098d-4218-b3b5-ca95f14bd479",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen[\n",
+    "    [\n",
+    "        \"JNAME\",\n",
+    "        \"Chen_Name\",\n",
+    "        \"in_liu_2022\",\n",
+    "        \"in_lastberu_cosmo_ground\",\n",
+    "        \"Chen_z_L\",\n",
+    "        \"Chen_z_S\",\n",
+    "        \"Chen_velDisp\",\n",
+    "        \"Chen_velDispErr\",\n",
+    "        \"Chen_velDisp0\",\n",
+    "        \"Chen_velDisp0Err\",\n",
+    "        \"Chen_theta_E\",\n",
+    "        \"Chen_theta_E_rad\",\n",
+    "        \"Chen_theta_ap\",\n",
+    "        \"Chen_theta_ap_rad\",\n",
+    "        \"Chen_theta_eff\",\n",
+    "        \"Chen_theta_eff_rad\",\n",
+    "        \"Chen_slit\",\n",
+    "        \"Chen_fiber_radius\",\n",
+    "        \"Chen_Survey\",\n",
+    "    ]\n",
+    "].to_csv(\"03_Chen_et_al._(2019)_Data.csv\", index=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7e8b9c4-d2ff-4a17-b811-f7f650ccbafc",
+   "metadata": {},
+   "source": [
+    "Let's compare objects from `Cao et al. (2017)` and the ones in `Liu et al. (2017)`, just to make sure one is contained in the other:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "1a5617a2-35dc-473a-a606-6d2ce05b8da2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Cao_Name</th>\n",
+       "      <th>Cao_z_L</th>\n",
+       "      <th>Cao_z_S</th>\n",
+       "      <th>Cao_velDisp</th>\n",
+       "      <th>Cao_velDispErr</th>\n",
+       "      <th>Cao_theta_E</th>\n",
+       "      <th>Cao_Survey</th>\n",
+       "      <th>Cao_theta_ap</th>\n",
+       "      <th>Cao_theta_eff</th>\n",
+       "      <th>Cao_velDisp0</th>\n",
+       "      <th>Cao_velDisp0Err</th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Cao_theta_E_rad</th>\n",
+       "      <th>Cao_theta_ap_rad</th>\n",
+       "      <th>Cao_theta_eff_rad</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>J1522+2910</td>\n",
+       "      <td>0.555</td>\n",
+       "      <td>1.311</td>\n",
+       "      <td>166</td>\n",
+       "      <td>27</td>\n",
+       "      <td>0.74</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.08</td>\n",
+       "      <td>172.89009</td>\n",
+       "      <td>28.810304</td>\n",
+       "      <td>J152209.5+291021.9</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>J1541+1812</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>1.113</td>\n",
+       "      <td>174</td>\n",
+       "      <td>24</td>\n",
+       "      <td>0.64</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.59</td>\n",
+       "      <td>188.599699</td>\n",
+       "      <td>27.684940</td>\n",
+       "      <td>J154118.6+181235.1</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>J1611+1705</td>\n",
+       "      <td>0.477</td>\n",
+       "      <td>1.211</td>\n",
+       "      <td>109</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0.58</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.33</td>\n",
+       "      <td>111.974793</td>\n",
+       "      <td>23.912878</td>\n",
+       "      <td>J161109.8+170526.6</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>J1637+1439</td>\n",
+       "      <td>0.391</td>\n",
+       "      <td>0.874</td>\n",
+       "      <td>208</td>\n",
+       "      <td>30</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>219.417658</td>\n",
+       "      <td>32.851480</td>\n",
+       "      <td>J163714.6+143930.1</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>J0808+4706</td>\n",
+       "      <td>0.219</td>\n",
+       "      <td>1.025</td>\n",
+       "      <td>236</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>SLACS</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>2.42</td>\n",
+       "      <td>239.37026</td>\n",
+       "      <td>13.376438</td>\n",
+       "      <td>J080858.8+470638.9</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>J0841+3824</td>\n",
+       "      <td>0.116</td>\n",
+       "      <td>0.657</td>\n",
+       "      <td>225</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>SLACS</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>4.21</td>\n",
+       "      <td>220.023922</td>\n",
+       "      <td>12.858063</td>\n",
+       "      <td>J084128.8+382413.7</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.00002</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62</th>\n",
+       "      <td>J1251-0208</td>\n",
+       "      <td>0.224</td>\n",
+       "      <td>0.784</td>\n",
+       "      <td>233</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>SLACS</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>2.61</td>\n",
+       "      <td>235.151444</td>\n",
+       "      <td>24.284743</td>\n",
+       "      <td>J125135.7-020805.2</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000013</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63</th>\n",
+       "      <td>J1330-0148</td>\n",
+       "      <td>0.081</td>\n",
+       "      <td>0.712</td>\n",
+       "      <td>185</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>SLACS</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>200.448122</td>\n",
+       "      <td>13.995079</td>\n",
+       "      <td>J133045.5-014841.6</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>J0223-0534</td>\n",
+       "      <td>0.499</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>288</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.31</td>\n",
+       "      <td>296.156018</td>\n",
+       "      <td>30.414985</td>\n",
+       "      <td>J022346.1-053418.2</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99</th>\n",
+       "      <td>J0850-0347</td>\n",
+       "      <td>0.337</td>\n",
+       "      <td>3.25</td>\n",
+       "      <td>290</td>\n",
+       "      <td>24</td>\n",
+       "      <td>0.93</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>0.7</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>322.500222</td>\n",
+       "      <td>33.156121</td>\n",
+       "      <td>J085019.0-034710.4</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101</th>\n",
+       "      <td>J0855-0409</td>\n",
+       "      <td>0.419</td>\n",
+       "      <td>2.95</td>\n",
+       "      <td>281</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>0.7</td>\n",
+       "      <td>1.13</td>\n",
+       "      <td>285.001793</td>\n",
+       "      <td>23.980151</td>\n",
+       "      <td>J085559.0-040917.0</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>J1420+5258</td>\n",
+       "      <td>0.38</td>\n",
+       "      <td>0.99</td>\n",
+       "      <td>246</td>\n",
+       "      <td>23</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.11</td>\n",
+       "      <td>255.74772</td>\n",
+       "      <td>25.599074</td>\n",
+       "      <td>J142031.4+525822.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113</th>\n",
+       "      <td>J2213-0009</td>\n",
+       "      <td>0.338</td>\n",
+       "      <td>3.45</td>\n",
+       "      <td>165</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1.07</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.27</td>\n",
+       "      <td>188.3137</td>\n",
+       "      <td>26.604394</td>\n",
+       "      <td>J221326.1-000946.2</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>J2219-0017</td>\n",
+       "      <td>0.289</td>\n",
+       "      <td>1.02</td>\n",
+       "      <td>189</td>\n",
+       "      <td>20</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>0.7</td>\n",
+       "      <td>1.01</td>\n",
+       "      <td>193.117239</td>\n",
+       "      <td>21.342732</td>\n",
+       "      <td>J221929.2-001743.2</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>J2220+0106</td>\n",
+       "      <td>0.232</td>\n",
+       "      <td>1.07</td>\n",
+       "      <td>127</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2.16</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.8</td>\n",
+       "      <td>134.917337</td>\n",
+       "      <td>16.939698</td>\n",
+       "      <td>J222012.0+010606.0</td>\n",
+       "      <td>0.00001</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>J2222+0012</td>\n",
+       "      <td>0.436</td>\n",
+       "      <td>1.36</td>\n",
+       "      <td>221</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1.44</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>224.653935</td>\n",
+       "      <td>23.429730</td>\n",
+       "      <td>J222217.3+001202.4</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Cao_Name  Cao_z_L  Cao_z_S  Cao_velDisp  Cao_velDispErr  Cao_theta_E  \\\n",
+       "14   J1522+2910    0.555    1.311          166              27         0.74   \n",
+       "15   J1541+1812     0.56    1.113          174              24         0.64   \n",
+       "19   J1611+1705    0.477    1.211          109              23         0.58   \n",
+       "21   J1637+1439    0.391    0.874          208              30         0.65   \n",
+       "37   J0808+4706    0.219    1.025          236              11         1.23   \n",
+       "39   J0841+3824    0.116    0.657          225              11         1.41   \n",
+       "62   J1251-0208    0.224    0.784          233              23         0.84   \n",
+       "63   J1330-0148    0.081    0.712          185               9         0.87   \n",
+       "92   J0223-0534    0.499     1.44          288              28         1.22   \n",
+       "99   J0850-0347    0.337     3.25          290              24         0.93   \n",
+       "101  J0855-0409    0.419     2.95          281              22         1.36   \n",
+       "109  J1420+5258     0.38     0.99          246              23         0.96   \n",
+       "113  J2213-0009    0.338     3.45          165              20         1.07   \n",
+       "114  J2219-0017    0.289     1.02          189              20         0.52   \n",
+       "115  J2220+0106    0.232     1.07          127              15         2.16   \n",
+       "117  J2222+0012    0.436     1.36          221              22         1.44   \n",
+       "\n",
+       "    Cao_Survey  Cao_theta_ap  Cao_theta_eff  Cao_velDisp0  Cao_velDisp0Err  \\\n",
+       "14       BELLS           1.0           1.08     172.89009        28.810304   \n",
+       "15       BELLS           1.0           0.59    188.599699        27.684940   \n",
+       "19       BELLS           1.0           1.33    111.974793        23.912878   \n",
+       "21       BELLS           1.0           0.89    219.417658        32.851480   \n",
+       "37       SLACS           1.5           2.42     239.37026        13.376438   \n",
+       "39       SLACS           1.5           4.21    220.023922        12.858063   \n",
+       "62       SLACS           1.5           2.61    235.151444        24.284743   \n",
+       "63       SLACS           1.5           0.89    200.448122        13.995079   \n",
+       "92        SL2S           1.0           1.31    296.156018        30.414985   \n",
+       "99        SL2S           0.7           0.28    322.500222        33.156121   \n",
+       "101       SL2S           0.7           1.13    285.001793        23.980151   \n",
+       "109       SL2S           1.0           1.11     255.74772        25.599074   \n",
+       "113       SL2S           1.0           0.27      188.3137        26.604394   \n",
+       "114       SL2S           0.7           1.01    193.117239        21.342732   \n",
+       "115       SL2S           1.0            0.8    134.917337        16.939698   \n",
+       "117       SL2S           1.0           1.56    224.653935        23.429730   \n",
+       "\n",
+       "                  JNAME  Cao_theta_E_rad  Cao_theta_ap_rad  Cao_theta_eff_rad  \\\n",
+       "14   J152209.5+291021.9         0.000004          0.000005           0.000005   \n",
+       "15   J154118.6+181235.1         0.000003          0.000005           0.000003   \n",
+       "19   J161109.8+170526.6         0.000003          0.000005           0.000006   \n",
+       "21   J163714.6+143930.1         0.000003          0.000005           0.000004   \n",
+       "37   J080858.8+470638.9         0.000006          0.000007           0.000012   \n",
+       "39   J084128.8+382413.7         0.000007          0.000007            0.00002   \n",
+       "62   J125135.7-020805.2         0.000004          0.000007           0.000013   \n",
+       "63   J133045.5-014841.6         0.000004          0.000007           0.000004   \n",
+       "92   J022346.1-053418.2         0.000006          0.000005           0.000006   \n",
+       "99   J085019.0-034710.4         0.000005          0.000003           0.000001   \n",
+       "101  J085559.0-040917.0         0.000007          0.000003           0.000005   \n",
+       "109  J142031.4+525822.0         0.000005          0.000005           0.000005   \n",
+       "113  J221326.1-000946.2         0.000005          0.000005           0.000001   \n",
+       "114  J221929.2-001743.2         0.000003          0.000003           0.000005   \n",
+       "115  J222012.0+010606.0          0.00001          0.000005           0.000004   \n",
+       "117  J222217.3+001202.4         0.000007          0.000005           0.000008   \n",
+       "\n",
+       "     in_lastberu_cosmo_ground  in_cao_2017  \n",
+       "14                      False        False  \n",
+       "15                       True        False  \n",
+       "19                       True        False  \n",
+       "21                       True         True  \n",
+       "37                      False         True  \n",
+       "39                      False         True  \n",
+       "62                      False         True  \n",
+       "63                       True        False  \n",
+       "92                      False         True  \n",
+       "99                      False         True  \n",
+       "101                     False         True  \n",
+       "109                     False         True  \n",
+       "113                     False        False  \n",
+       "114                     False        False  \n",
+       "115                     False        False  \n",
+       "117                     False         True  "
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao.query(\"~JNAME.isin(@data_chen.JNAME)\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d401356d-69ad-44d7-9966-62928d54edd4",
+   "metadata": {},
+   "source": [
+    "There are some systems from Cao et al. (2015) that are not in Chen et al. (2019) sample!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cea9ff49-6d0d-40af-90d2-7cf69a799a37",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b321b71f-9583-4421-9546-4b044d28cf2f",
+   "metadata": {},
+   "source": [
+    "# 5. Seeing"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e247cf26-74f2-41d6-be66-de3d6273c17f",
+   "metadata": {},
+   "source": [
+    "For these data, the only missing information was the observational seeing. However, previous Grasiele aggregated that information on a table, which we will lead here and add to the current data:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "5a8397ea-ee30-4fb5-b810-172f4d6cc479",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao = pd.read_csv(\"03_Cao_et_al._(2015)_Data.csv\")\n",
+    "data_chen = pd.read_csv(\"03_Chen_et_al._(2019)_Data.csv\")\n",
+    "previous = pd.read_csv(\"data/chen.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "8e43e6b1-2139-4643-8b73-a60ddc59e271",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao[\"Cao_Seeing_atm\"] = pd.NA\n",
+    "data_chen[\"Chen_Seeing_atm\"] = pd.NA"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "ee9bd857-01e3-4588-b0c4-cdeda7e63ecb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array(['BELLS', 'SLACS', 'LSD', 'SL2S'], dtype=object),\n",
+       " array(['LSD', 'SL2S', 'SLACS', 'S4TM', 'BELLS', 'BELLS GALLERY'],\n",
+       "       dtype=object))"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao.Cao_Survey.unique(), data_chen.Chen_Survey.unique()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "159b8aaa-5d49-4555-ae16-6258324964a0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao.loc[data_cao.query('Cao_Survey == \"SLACS\"').index, \"Cao_Seeing_atm\"] = 1.4\n",
+    "data_cao.loc[data_cao.query('Cao_Survey == \"BELLS\"').index, \"Cao_Seeing_atm\"] = 1.8\n",
+    "data_chen.loc[data_chen.query('Chen_Survey == \"SLACS\"').index, \"Chen_Seeing_atm\"] = 1.4\n",
+    "data_chen.loc[data_chen.query('Chen_Survey == \"S4TM\"').index, \"Chen_Seeing_atm\"] = 1.4\n",
+    "data_chen.loc[data_chen.query('Chen_Survey == \"BELLS\"').index, \"Chen_Seeing_atm\"] = 1.8\n",
+    "data_chen.loc[\n",
+    "    data_chen.query('Chen_Survey == \"BELLS GALLERY\"').index, \"Chen_Seeing_atm\"\n",
+    "] = 1.8"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "856edc1d-4813-43e4-858b-1d72c3581023",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Chen_Name</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Chen_z_L</th>\n",
+       "      <th>Chen_z_S</th>\n",
+       "      <th>Chen_velDisp</th>\n",
+       "      <th>Chen_velDispErr</th>\n",
+       "      <th>Chen_velDisp0</th>\n",
+       "      <th>Chen_velDisp0Err</th>\n",
+       "      <th>Chen_theta_E</th>\n",
+       "      <th>Chen_theta_E_rad</th>\n",
+       "      <th>Chen_theta_ap</th>\n",
+       "      <th>Chen_theta_ap_rad</th>\n",
+       "      <th>Chen_theta_eff</th>\n",
+       "      <th>Chen_theta_eff_rad</th>\n",
+       "      <th>Chen_slit</th>\n",
+       "      <th>Chen_fiber_radius</th>\n",
+       "      <th>Chen_Survey</th>\n",
+       "      <th>Chen_Seeing_atm</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>SL2SJ020524−93023</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.557</td>\n",
+       "      <td>1.33</td>\n",
+       "      <td>276</td>\n",
+       "      <td>37</td>\n",
+       "      <td>287.334026</td>\n",
+       "      <td>39.893352</td>\n",
+       "      <td>0.76</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.9 × 1.60</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  JNAME          Chen_Name  in_liu_2022  in_lastberu_cosmo_ground  Chen_z_L  \\\n",
+       "5   NaN  SL2SJ020524−93023        False                     False     0.557   \n",
+       "\n",
+       "   Chen_z_S  Chen_velDisp  Chen_velDispErr  Chen_velDisp0  Chen_velDisp0Err  \\\n",
+       "5      1.33           276               37     287.334026         39.893352   \n",
+       "\n",
+       "   Chen_theta_E  Chen_theta_E_rad  Chen_theta_ap  Chen_theta_ap_rad  \\\n",
+       "5          0.76          0.000004           0.69           0.000003   \n",
+       "\n",
+       "   Chen_theta_eff  Chen_theta_eff_rad   Chen_slit  Chen_fiber_radius  \\\n",
+       "5            0.75            0.000004  0.9 × 1.60                NaN   \n",
+       "\n",
+       "  Chen_Survey Chen_Seeing_atm  \n",
+       "5        SL2S            <NA>  "
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_chen.query('Chen_Name==\"SL2SJ020524−93023\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "061e192a-6532-49b2-8cd1-443887278c77",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen.loc[5, \"Chen_Seeing_atm\"] = 0.7"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2965fc46-2f53-45c5-8b0a-21f882713f17",
+   "metadata": {},
+   "source": [
+    "* LSD"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "b9608905-28f3-44f9-b99a-493804c30dcf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>z_L</th>\n",
+       "      <th>z_S</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>velDispErr</th>\n",
+       "      <th>Survey</th>\n",
+       "      <th>sigma_atm</th>\n",
+       "      <th>theta_eff</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>MG2016+112</td>\n",
+       "      <td>1.004</td>\n",
+       "      <td>3.263</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>304</td>\n",
+       "      <td>27</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0047-281</td>\n",
+       "      <td>0.485</td>\n",
+       "      <td>3.595</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>219</td>\n",
+       "      <td>12</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>0.70</td>\n",
+       "      <td>0.82</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>CFRS03.1077</td>\n",
+       "      <td>0.938</td>\n",
+       "      <td>2.941</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>256</td>\n",
+       "      <td>19</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>1.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>HST14176+5226</td>\n",
+       "      <td>0.810</td>\n",
+       "      <td>3.399</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.37</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>1.06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>HST15433+5352</td>\n",
+       "      <td>0.497</td>\n",
+       "      <td>2.092</td>\n",
+       "      <td>0.36</td>\n",
+       "      <td>0.35</td>\n",
+       "      <td>108</td>\n",
+       "      <td>14</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>0.60</td>\n",
+       "      <td>0.41</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            name    z_L    z_S  theta_E  theta_ap  velDisp  velDispErr Survey  \\\n",
+       "0     MG2016+112  1.004  3.263     1.56      0.65      304          27    LSD   \n",
+       "1       0047-281  0.485  3.595     1.34      0.41      219          12    LSD   \n",
+       "2    CFRS03.1077  0.938  2.941     1.24      0.46      256          19    LSD   \n",
+       "3  HST14176+5226  0.810  3.399     1.41      0.37      212          18    LSD   \n",
+       "4  HST15433+5352  0.497  2.092     0.36      0.35      108          14    LSD   \n",
+       "\n",
+       "   sigma_atm  theta_eff  \n",
+       "0       0.80       0.31  \n",
+       "1       0.70       0.82  \n",
+       "2       0.80       1.60  \n",
+       "3       0.75       1.06  \n",
+       "4       0.60       0.41  "
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "previous.query('Survey == \"LSD\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "051d3ae1-d320-4f2e-b409-932168973ad0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Cao_Name</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Cao_z_L</th>\n",
+       "      <th>Cao_z_S</th>\n",
+       "      <th>Cao_velDisp</th>\n",
+       "      <th>Cao_velDispErr</th>\n",
+       "      <th>Cao_velDisp0</th>\n",
+       "      <th>Cao_velDisp0Err</th>\n",
+       "      <th>Cao_theta_E</th>\n",
+       "      <th>Cao_theta_E_rad</th>\n",
+       "      <th>Cao_theta_ap</th>\n",
+       "      <th>Cao_theta_ap_rad</th>\n",
+       "      <th>Cao_theta_eff</th>\n",
+       "      <th>Cao_theta_eff_rad</th>\n",
+       "      <th>Cao_Survey</th>\n",
+       "      <th>Cao_Seeing_atm</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>82</th>\n",
+       "      <td>J004941.9-275226.0</td>\n",
+       "      <td>Q0047-2808</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.485</td>\n",
+       "      <td>3.595</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15</td>\n",
+       "      <td>246.483475</td>\n",
+       "      <td>19.938945</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.82</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83</th>\n",
+       "      <td>J030230.7+000604.6</td>\n",
+       "      <td>CFRS03-1077</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.938</td>\n",
+       "      <td>2.941</td>\n",
+       "      <td>251</td>\n",
+       "      <td>19</td>\n",
+       "      <td>258.503152</td>\n",
+       "      <td>21.390205</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84</th>\n",
+       "      <td>J141736.1+522642.9</td>\n",
+       "      <td>HST 14176</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.810</td>\n",
+       "      <td>3.399</td>\n",
+       "      <td>224</td>\n",
+       "      <td>15</td>\n",
+       "      <td>237.051044</td>\n",
+       "      <td>18.644240</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.06</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85</th>\n",
+       "      <td>J154320.4+535152.0</td>\n",
+       "      <td>HST 15433</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.497</td>\n",
+       "      <td>2.092</td>\n",
+       "      <td>116</td>\n",
+       "      <td>10</td>\n",
+       "      <td>130.700815</td>\n",
+       "      <td>14.252374</td>\n",
+       "      <td>0.36</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86</th>\n",
+       "      <td>J201918.1+112710.8</td>\n",
+       "      <td>MG 2016</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1.004</td>\n",
+       "      <td>3.263</td>\n",
+       "      <td>328</td>\n",
+       "      <td>32</td>\n",
+       "      <td>360.548948</td>\n",
+       "      <td>40.561519</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.31</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 JNAME     Cao_Name  in_cao_2017  in_lastberu_cosmo_ground  \\\n",
+       "82  J004941.9-275226.0   Q0047-2808         True                     False   \n",
+       "83  J030230.7+000604.6  CFRS03-1077         True                     False   \n",
+       "84  J141736.1+522642.9    HST 14176         True                     False   \n",
+       "85  J154320.4+535152.0    HST 15433        False                     False   \n",
+       "86  J201918.1+112710.8      MG 2016        False                     False   \n",
+       "\n",
+       "    Cao_z_L  Cao_z_S  Cao_velDisp  Cao_velDispErr  Cao_velDisp0  \\\n",
+       "82    0.485    3.595          229              15    246.483475   \n",
+       "83    0.938    2.941          251              19    258.503152   \n",
+       "84    0.810    3.399          224              15    237.051044   \n",
+       "85    0.497    2.092          116              10    130.700815   \n",
+       "86    1.004    3.263          328              32    360.548948   \n",
+       "\n",
+       "    Cao_velDisp0Err  Cao_theta_E  Cao_theta_E_rad  Cao_theta_ap  \\\n",
+       "82        19.938945         1.34         0.000006          1.25   \n",
+       "83        21.390205         1.24         0.000006          1.25   \n",
+       "84        18.644240         1.41         0.000007          1.25   \n",
+       "85        14.252374         0.36         0.000002          1.25   \n",
+       "86        40.561519         1.56         0.000008          0.65   \n",
+       "\n",
+       "    Cao_theta_ap_rad  Cao_theta_eff  Cao_theta_eff_rad Cao_Survey  \\\n",
+       "82          0.000006           0.82           0.000004        LSD   \n",
+       "83          0.000006           1.60           0.000008        LSD   \n",
+       "84          0.000006           1.06           0.000005        LSD   \n",
+       "85          0.000006           0.41           0.000002        LSD   \n",
+       "86          0.000003           0.31           0.000002        LSD   \n",
+       "\n",
+       "   Cao_Seeing_atm  \n",
+       "82           <NA>  \n",
+       "83           <NA>  \n",
+       "84           <NA>  \n",
+       "85           <NA>  \n",
+       "86           <NA>  "
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao.query('Cao_Seeing_atm.isna() and Cao_Survey == \"LSD\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "8af57421-f8f1-4934-9711-ef0e71931f53",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao.loc[82, \"Cao_Seeing_atm\"] = 0.70\n",
+    "data_cao.loc[83, \"Cao_Seeing_atm\"] = 0.80\n",
+    "data_cao.loc[84, \"Cao_Seeing_atm\"] = 0.75\n",
+    "data_cao.loc[85, \"Cao_Seeing_atm\"] = 0.60\n",
+    "data_cao.loc[86, \"Cao_Seeing_atm\"] = 0.80"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "84a1ed12-e948-42c9-aa1d-4d249b9121e1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Chen_Name</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Chen_z_L</th>\n",
+       "      <th>Chen_z_S</th>\n",
+       "      <th>Chen_velDisp</th>\n",
+       "      <th>Chen_velDispErr</th>\n",
+       "      <th>Chen_velDisp0</th>\n",
+       "      <th>Chen_velDisp0Err</th>\n",
+       "      <th>Chen_theta_E</th>\n",
+       "      <th>Chen_theta_E_rad</th>\n",
+       "      <th>Chen_theta_ap</th>\n",
+       "      <th>Chen_theta_ap_rad</th>\n",
+       "      <th>Chen_theta_eff</th>\n",
+       "      <th>Chen_theta_eff_rad</th>\n",
+       "      <th>Chen_slit</th>\n",
+       "      <th>Chen_fiber_radius</th>\n",
+       "      <th>Chen_Survey</th>\n",
+       "      <th>Chen_Seeing_atm</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J201918.1+112710.8</td>\n",
+       "      <td>MG2016+112</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>1.004</td>\n",
+       "      <td>3.263</td>\n",
+       "      <td>304</td>\n",
+       "      <td>27</td>\n",
+       "      <td>334.167318</td>\n",
+       "      <td>35.089482</td>\n",
+       "      <td>1.56</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>0.65</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>0.31</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>1 × 1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J004941.9-275226.0</td>\n",
+       "      <td>0047−281</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.485</td>\n",
+       "      <td>3.595</td>\n",
+       "      <td>219</td>\n",
+       "      <td>12</td>\n",
+       "      <td>219.000000</td>\n",
+       "      <td>13.680822</td>\n",
+       "      <td>1.34</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>0.82</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.4 × 1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J030230.7+000604.6</td>\n",
+       "      <td>CFRS03.1077</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.938</td>\n",
+       "      <td>2.941</td>\n",
+       "      <td>256</td>\n",
+       "      <td>19</td>\n",
+       "      <td>246.818690</td>\n",
+       "      <td>20.266074</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>0.5 × 1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J141736.1+522642.9</td>\n",
+       "      <td>HST14176+5226</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.810</td>\n",
+       "      <td>3.399</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18</td>\n",
+       "      <td>207.030803</td>\n",
+       "      <td>18.804068</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.37</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>1.06</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.32 × 1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J154320.4+535152.0</td>\n",
+       "      <td>HSTT15433+5352</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.497</td>\n",
+       "      <td>2.092</td>\n",
+       "      <td>108</td>\n",
+       "      <td>14</td>\n",
+       "      <td>111.881039</td>\n",
+       "      <td>15.016857</td>\n",
+       "      <td>0.36</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>0.35</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>0.41</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>0.3 × 1.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>LSD</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME       Chen_Name  in_liu_2022  in_lastberu_cosmo_ground  \\\n",
+       "0  J201918.1+112710.8      MG2016+112        False                     False   \n",
+       "1  J004941.9-275226.0        0047−281        False                     False   \n",
+       "2  J030230.7+000604.6     CFRS03.1077        False                     False   \n",
+       "3  J141736.1+522642.9   HST14176+5226        False                     False   \n",
+       "4  J154320.4+535152.0  HSTT15433+5352        False                     False   \n",
+       "\n",
+       "   Chen_z_L  Chen_z_S  Chen_velDisp  Chen_velDispErr  Chen_velDisp0  \\\n",
+       "0     1.004     3.263           304               27     334.167318   \n",
+       "1     0.485     3.595           219               12     219.000000   \n",
+       "2     0.938     2.941           256               19     246.818690   \n",
+       "3     0.810     3.399           212               18     207.030803   \n",
+       "4     0.497     2.092           108               14     111.881039   \n",
+       "\n",
+       "   Chen_velDisp0Err  Chen_theta_E  Chen_theta_E_rad  Chen_theta_ap  \\\n",
+       "0         35.089482          1.56          0.000008           0.65   \n",
+       "1         13.680822          1.34          0.000006           0.41   \n",
+       "2         20.266074          1.24          0.000006           0.46   \n",
+       "3         18.804068          1.41          0.000007           0.37   \n",
+       "4         15.016857          0.36          0.000002           0.35   \n",
+       "\n",
+       "   Chen_theta_ap_rad  Chen_theta_eff  Chen_theta_eff_rad    Chen_slit  \\\n",
+       "0           0.000003            0.31            0.000002     1 × 1.25   \n",
+       "1           0.000002            0.82            0.000004   0.4 × 1.25   \n",
+       "2           0.000002            1.60            0.000008   0.5 × 1.25   \n",
+       "3           0.000002            1.06            0.000005  0.32 × 1.25   \n",
+       "4           0.000002            0.41            0.000002   0.3 × 1.25   \n",
+       "\n",
+       "   Chen_fiber_radius Chen_Survey Chen_Seeing_atm  \n",
+       "0                NaN         LSD            <NA>  \n",
+       "1                NaN         LSD            <NA>  \n",
+       "2                NaN         LSD            <NA>  \n",
+       "3                NaN         LSD            <NA>  \n",
+       "4                NaN         LSD            <NA>  "
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_chen.query('Chen_Seeing_atm.isna() and Chen_Survey == \"LSD\"')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "3682f8a2-c6a5-456c-861b-e77c0938d426",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen.loc[0, \"Chen_Seeing_atm\"] = 0.80\n",
+    "data_chen.loc[1, \"Chen_Seeing_atm\"] = 0.70\n",
+    "data_chen.loc[2, \"Chen_Seeing_atm\"] = 1.60\n",
+    "data_chen.loc[3, \"Chen_Seeing_atm\"] = 0.75\n",
+    "data_chen.loc[4, \"Chen_Seeing_atm\"] = 0.60"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f4569ba5-9519-4b8c-aea6-45501cc06999",
+   "metadata": {},
+   "source": [
+    "* SL2S"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fd3efbd1-5856-4bd3-8247-2d8dd6cbc23a",
+   "metadata": {},
+   "source": [
+    "Because of missing data (from `Cao et al. (2015)`), we get the originals from \"10.1088/0004-637X/777/2/98\":"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "996f0c88-1d41-49f5-9c5f-ffbefdae4516",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>obs. date</th>\n",
+       "      <th>Instrument</th>\n",
+       "      <th>slit</th>\n",
+       "      <th>width</th>\n",
+       "      <th>seeing</th>\n",
+       "      <th>exp. time</th>\n",
+       "      <th>zL</th>\n",
+       "      <th>zS</th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>velDispErr</th>\n",
+       "      <th>S/N</th>\n",
+       "      <th>res.</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>SL2SJ020833-071414</td>\n",
+       "      <td>11-29-2011</td>\n",
+       "      <td>LRIS</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>0.428</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>150.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>SL2SJ021206-075528</td>\n",
+       "      <td>01-28-2011</td>\n",
+       "      <td>LRIS</td>\n",
+       "      <td>0.7</td>\n",
+       "      <td>1.62</td>\n",
+       "      <td>0.6</td>\n",
+       "      <td>2700.0</td>\n",
+       "      <td>0.460</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>120.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>SL2SJ021247-055552</td>\n",
+       "      <td>10-08-2010</td>\n",
+       "      <td>XSHOOTER</td>\n",
+       "      <td>0.9</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>0.7</td>\n",
+       "      <td>2800.0</td>\n",
+       "      <td>0.750</td>\n",
+       "      <td>2.74</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 Name   obs. date Instrument  slit  width  seeing  exp. time  \\\n",
+       "0  SL2SJ020833-071414  11-29-2011       LRIS   1.0   1.62     1.0      900.0   \n",
+       "1  SL2SJ021206-075528  01-28-2011       LRIS   0.7   1.62     0.6     2700.0   \n",
+       "2  SL2SJ021247-055552  10-08-2010   XSHOOTER   0.9   1.60     0.7     2800.0   \n",
+       "\n",
+       "      zL    zS  velDisp  velDispErr   S/N   res.  \n",
+       "0  0.428   NaN    295.0        27.0  17.0  150.0  \n",
+       "1  0.460   NaN    257.0        25.0  28.0  120.0  \n",
+       "2  0.750  2.74    273.0        22.0  22.0   47.0  "
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sl2s_data = pd.read_csv(\n",
+    "    \"/home/renan/slcomp/02_Data/01_Processed_Data/Sonnenfeld_et_al._2013/dataset/SL2S_table_2_Sonnenfeld_1307.4759.csv\"\n",
+    ")\n",
+    "sl2s_data.iloc[0:3]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f76c35ec-3113-4912-bde8-fe11f623d81d",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "9b7af246-31a0-4e70-bc42-1d25c39a5ff3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sl2s_data[\"Cao_Name\"] = sl2s_data[\"Name\"].str[4:9] + sl2s_data[\"Name\"].str[11:16]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "8ab82d15-21b7-4109-b2d4-699721c2fb0d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Cao_Name</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Cao_z_L</th>\n",
+       "      <th>Cao_z_S</th>\n",
+       "      <th>Cao_velDisp</th>\n",
+       "      <th>Cao_velDispErr</th>\n",
+       "      <th>Cao_velDisp0</th>\n",
+       "      <th>Cao_velDisp0Err</th>\n",
+       "      <th>Cao_theta_E</th>\n",
+       "      <th>Cao_theta_E_rad</th>\n",
+       "      <th>Cao_theta_ap</th>\n",
+       "      <th>Cao_theta_ap_rad</th>\n",
+       "      <th>Cao_theta_eff</th>\n",
+       "      <th>Cao_theta_eff_rad</th>\n",
+       "      <th>Cao_Survey</th>\n",
+       "      <th>Cao_Seeing_atm</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J021247.0-055552.0</td>\n",
+       "      <td>J0212-0555</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.750</td>\n",
+       "      <td>2.74</td>\n",
+       "      <td>273</td>\n",
+       "      <td>22</td>\n",
+       "      <td>280.098565</td>\n",
+       "      <td>24.352231</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.9</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J021324.8-074354.9</td>\n",
+       "      <td>J0213-0743</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.717</td>\n",
+       "      <td>3.48</td>\n",
+       "      <td>293</td>\n",
+       "      <td>34</td>\n",
+       "      <td>293.292413</td>\n",
+       "      <td>35.153212</td>\n",
+       "      <td>2.39</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>1.97</td>\n",
+       "      <td>0.000010</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J021411.1-040502.4</td>\n",
+       "      <td>J0214-0405</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.609</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>287</td>\n",
+       "      <td>47</td>\n",
+       "      <td>296.678478</td>\n",
+       "      <td>49.637910</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME    Cao_Name  in_cao_2017  in_lastberu_cosmo_ground  \\\n",
+       "0  J021247.0-055552.0  J0212-0555         True                     False   \n",
+       "1  J021324.8-074354.9  J0213-0743         True                     False   \n",
+       "2  J021411.1-040502.4  J0214-0405         True                     False   \n",
+       "\n",
+       "   Cao_z_L  Cao_z_S  Cao_velDisp  Cao_velDispErr  Cao_velDisp0  \\\n",
+       "0    0.750     2.74          273              22    280.098565   \n",
+       "1    0.717     3.48          293              34    293.292413   \n",
+       "2    0.609     1.88          287              47    296.678478   \n",
+       "\n",
+       "   Cao_velDisp0Err  Cao_theta_E  Cao_theta_E_rad  Cao_theta_ap  \\\n",
+       "0        24.352231         1.27         0.000006           0.9   \n",
+       "1        35.153212         2.39         0.000012           1.0   \n",
+       "2        49.637910         1.41         0.000007           1.0   \n",
+       "\n",
+       "   Cao_theta_ap_rad  Cao_theta_eff  Cao_theta_eff_rad Cao_Survey  \\\n",
+       "0          0.000004           1.22           0.000006       SL2S   \n",
+       "1          0.000005           1.97           0.000010       SL2S   \n",
+       "2          0.000005           1.21           0.000006       SL2S   \n",
+       "\n",
+       "  Cao_Seeing_atm  \n",
+       "0           <NA>  \n",
+       "1           <NA>  \n",
+       "2           <NA>  "
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_cao_sl2s = data_cao.query(\n",
+    "    'Cao_Seeing_atm.isna() and Cao_Survey == \"SL2S\"'\n",
+    ").reset_index(drop=True)\n",
+    "data_cao_sl2s.iloc[0:3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "65769d57-187f-4e88-92ea-7219b909aebd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao = data_cao.drop(\n",
+    "    index=data_cao.query('Cao_Seeing_atm.isna() and Cao_Survey == \"SL2S\"').index\n",
+    ")\n",
+    "data_cao_sl2s_fixed = (\n",
+    "    data_cao_sl2s.merge(sl2s_data[[\"Cao_Name\", \"seeing\"]], on=\"Cao_Name\")\n",
+    "    .drop(columns=[\"Cao_Seeing_atm\"])\n",
+    "    .rename(columns={\"seeing\": \"Cao_Seeing_atm\"})\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "ea6af32f-22fd-461a-ad58-3419bc177acb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao = pd.concat([data_cao, data_cao_sl2s_fixed]).reset_index(drop=True)\n",
+    "data_cao[\"Cao_Seeing_atm_rad\"] = data_cao[\"Cao_Seeing_atm\"] * u.arcsec.to(u.rad)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fde9ff7e-a361-4a94-89ff-cbe2ae3bcfe0",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "be22dcca-2717-4088-8c8f-2001129b1e5c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sl2s_data[\"Chen_Name\"] = sl2s_data[\"Name\"].str.replace(\"-\", \"−\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "aa48e684-1157-4e2e-ae5a-b10d44068b42",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Chen_Name</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Chen_z_L</th>\n",
+       "      <th>Chen_z_S</th>\n",
+       "      <th>Chen_velDisp</th>\n",
+       "      <th>Chen_velDispErr</th>\n",
+       "      <th>Chen_velDisp0</th>\n",
+       "      <th>Chen_velDisp0Err</th>\n",
+       "      <th>Chen_theta_E</th>\n",
+       "      <th>Chen_theta_E_rad</th>\n",
+       "      <th>Chen_theta_ap</th>\n",
+       "      <th>Chen_theta_ap_rad</th>\n",
+       "      <th>Chen_theta_eff</th>\n",
+       "      <th>Chen_theta_eff_rad</th>\n",
+       "      <th>Chen_slit</th>\n",
+       "      <th>Chen_fiber_radius</th>\n",
+       "      <th>Chen_Survey</th>\n",
+       "      <th>Chen_Seeing_atm</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J021247.0-055552.0</td>\n",
+       "      <td>SL2SJ021247−055552</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.750</td>\n",
+       "      <td>2.74</td>\n",
+       "      <td>273</td>\n",
+       "      <td>22</td>\n",
+       "      <td>275.229460</td>\n",
+       "      <td>23.693171</td>\n",
+       "      <td>1.27</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>1.22</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.9 × 1.60</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J021324.8-074354.9</td>\n",
+       "      <td>SL2SJ021325−074355</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.717</td>\n",
+       "      <td>3.48</td>\n",
+       "      <td>293</td>\n",
+       "      <td>34</td>\n",
+       "      <td>287.776199</td>\n",
+       "      <td>34.588747</td>\n",
+       "      <td>2.39</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>1.97</td>\n",
+       "      <td>0.000010</td>\n",
+       "      <td>1.0 × 1.68</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J021411.1-040502.4</td>\n",
+       "      <td>SL2SJ021411−040502</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.609</td>\n",
+       "      <td>1.88</td>\n",
+       "      <td>287</td>\n",
+       "      <td>47</td>\n",
+       "      <td>292.098569</td>\n",
+       "      <td>48.698939</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.79</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.0 × 1.88</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>SL2S</td>\n",
+       "      <td>&lt;NA&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME           Chen_Name  in_liu_2022  \\\n",
+       "0  J021247.0-055552.0  SL2SJ021247−055552        False   \n",
+       "1  J021324.8-074354.9  SL2SJ021325−074355        False   \n",
+       "2  J021411.1-040502.4  SL2SJ021411−040502        False   \n",
+       "\n",
+       "   in_lastberu_cosmo_ground  Chen_z_L  Chen_z_S  Chen_velDisp  \\\n",
+       "0                     False     0.750      2.74           273   \n",
+       "1                     False     0.717      3.48           293   \n",
+       "2                     False     0.609      1.88           287   \n",
+       "\n",
+       "   Chen_velDispErr  Chen_velDisp0  Chen_velDisp0Err  Chen_theta_E  \\\n",
+       "0               22     275.229460         23.693171          1.27   \n",
+       "1               34     287.776199         34.588747          2.39   \n",
+       "2               47     292.098569         48.698939          1.41   \n",
+       "\n",
+       "   Chen_theta_E_rad  Chen_theta_ap  Chen_theta_ap_rad  Chen_theta_eff  \\\n",
+       "0          0.000006           0.69           0.000003            1.22   \n",
+       "1          0.000012           0.75           0.000004            1.97   \n",
+       "2          0.000007           0.79           0.000004            1.21   \n",
+       "\n",
+       "   Chen_theta_eff_rad   Chen_slit  Chen_fiber_radius Chen_Survey  \\\n",
+       "0            0.000006  0.9 × 1.60                NaN        SL2S   \n",
+       "1            0.000010  1.0 × 1.68                NaN        SL2S   \n",
+       "2            0.000006  1.0 × 1.88                NaN        SL2S   \n",
+       "\n",
+       "  Chen_Seeing_atm  \n",
+       "0            <NA>  \n",
+       "1            <NA>  \n",
+       "2            <NA>  "
+      ]
+     },
+     "execution_count": 48,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data_chen_sl2s = data_chen.query(\n",
+    "    'Chen_Seeing_atm.isna() and Chen_Survey == \"SL2S\"'\n",
+    ").reset_index(drop=True)\n",
+    "data_chen_sl2s.iloc[0:3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "9d93aba4-a189-4afd-87ef-d173c3173137",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen = data_chen.drop(\n",
+    "    index=data_chen.query('Chen_Seeing_atm.isna() and Chen_Survey == \"SL2S\"').index\n",
+    ")\n",
+    "data_chen_sl2s_fixed = (\n",
+    "    data_chen_sl2s.merge(sl2s_data[[\"Chen_Name\", \"seeing\"]], on=\"Chen_Name\")\n",
+    "    .drop(columns=[\"Chen_Seeing_atm\"])\n",
+    "    .rename(columns={\"seeing\": \"Chen_Seeing_atm\"})\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "id": "fa92fb70-5994-4a0c-b5d3-12bcaa34531c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_chen = pd.concat([data_chen, data_chen_sl2s_fixed]).reset_index(drop=True)\n",
+    "data_chen[\"Chen_Seeing_atm_rad\"] = data_chen[\"Chen_Seeing_atm\"] * u.arcsec.to(u.rad)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "53c51274-0f99-401d-8e75-b789beab5151",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_cao.to_csv(\"03_Cao_et_al._(2015)_Data.csv\", index=False)\n",
+    "data_chen.to_csv(\"03_Chen_et_al._(2019)_Data.csv\", index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/04_Exploring_Literature_Data.ipynb b/notebooks/modified-gravity-tests/04_Exploring_Literature_Data.ipynb
new file mode 100644
index 0000000..82f0f42
--- /dev/null
+++ b/notebooks/modified-gravity-tests/04_Exploring_Literature_Data.ipynb
@@ -0,0 +1,1492 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "fd996ee6-e150-4210-9a23-294852dd3dbc",
+   "metadata": {},
+   "source": [
+    "For this notebook, we test the data sample using different setups for obtaining $\\gamma_{\\mathrm{PPN}}$ in the following scenarios:\n",
+    "\n",
+    "- Cao et al. (2015): $\\sigma_v$\n",
+    "- Cao et al. (2015): $\\sigma_0$\n",
+    "- Cao et al. (2017): $\\sigma_v$\n",
+    "- Cao et al. (2017): $\\sigma_0$\n",
+    "- Chen et al. (2019): $\\sigma_v$\n",
+    "- Chen et al. (2019): $\\sigma_0$\n",
+    "- Liu et al. (2022): $\\sigma_v$\n",
+    "- Liu et al. (2022): $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "029e513c-3cdd-4531-b556-1c628639c38d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import getdist\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import rings2cosmo\n",
+    "from getdist import MCSamples, plots\n",
+    "\n",
+    "pd.set_option(\"display.max_colwidth\", None)\n",
+    "\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "37e6b5b8-aa6a-4699-b69a-bd3eec2671de",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpl.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 20,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Data used for plotting and `rings2cosmo` script to obtain gamma_PPN:\n",
+    "colors = plt.cm.turbo(np.linspace(0.1, 0.9, 20))\n",
+    "labels = [r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "8b57b896-2114-46ce-9194-414a76302906",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(118, 161)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Loading the data\n",
+    "Cao_Data = pd.read_csv(\"03_Cao_et_al._(2015)_Data.csv\")\n",
+    "Chen_Data = pd.read_csv(\"03_Chen_et_al._(2019)_Data.csv\")\n",
+    "len(Cao_Data), len(Chen_Data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f35ca786-c99d-4964-8fa4-4ee8a95aeec5",
+   "metadata": {},
+   "source": [
+    "Priors for each value:\n",
+    "\n",
+    "- $\\alpha$: Total mass density index\n",
+    "- $\\beta$: Anisotropy parameter\n",
+    "- $\\delta$: Luminosity density index\n",
+    "- $\\gamma$: Parameterized Post-Newtonian parameter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "98a48860-b922-4a47-9169-0e7621156876",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "alpha_true = 2\n",
+    "beta_true = 0.18\n",
+    "delta_true = 2.4\n",
+    "gamma_true = 1\n",
+    "nsteps = 15_000  # Number of steps"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "2a970a2b-a7d6-461b-b6e6-e94ed165b2c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_mcmc(z_L, z_S, theta_E, theta_ap, seeing_atm, velDisp, velDispErr, label):\n",
+    "    sampler = rings2cosmo.logprobability_sampling(\n",
+    "        z_S,\n",
+    "        z_L,\n",
+    "        velDisp,\n",
+    "        velDispErr,\n",
+    "        theta_E,\n",
+    "        seeing_atm,\n",
+    "        theta_ap,\n",
+    "        seed=42,\n",
+    "        alpha_ini=alpha_true,\n",
+    "        beta_ini=beta_true,\n",
+    "        delta_ini=delta_true,\n",
+    "        gamma_ini=gamma_true,\n",
+    "        alpha_0_value=alpha_true,\n",
+    "        eps_alpha_0_value=0.08,\n",
+    "        beta_0_value=beta_true,\n",
+    "        eps_beta_0_value=0.13,\n",
+    "        delta_0_value=delta_true,\n",
+    "        eps_delta_0_value=0.11,\n",
+    "        n_dim=4,\n",
+    "        n_walkers=64,\n",
+    "        n_burn=500,\n",
+    "        n_steps=nsteps,\n",
+    "        progress=\"notebook\",\n",
+    "        processes=64,\n",
+    "    )\n",
+    "    samples = MCSamples(\n",
+    "        samples=sampler.get_chain(discard=500, thin=1, flat=True),\n",
+    "        names=[\"alpha\", \"beta\", \"delta\", \"gamma\"],\n",
+    "        labels=labels,\n",
+    "        label=label,\n",
+    "    )\n",
+    "    # Customized triangle plot\n",
+    "    g = plots.get_subplot_plotter(subplot_size=4)\n",
+    "    g.settings.figure_legend_frame = False\n",
+    "    g.settings.alpha_filled_add = 0.5\n",
+    "    g.settings.title_limit_fontsize = 20\n",
+    "    g.settings.axes_fontsize = 20\n",
+    "    g.settings.axes_labelsize = 20\n",
+    "    g.settings.legend_fontsize = 20\n",
+    "    g.triangle_plot(\n",
+    "        [samples],\n",
+    "        filled=True,\n",
+    "        legend_labels=[label],\n",
+    "        legend_loc=\"upper right\",\n",
+    "        line_args=[{\"ls\": \"--\", \"color\": \"black\"}],\n",
+    "        contour_colors=[\"black\"],\n",
+    "        title_limit=1,\n",
+    "        markers={\n",
+    "            \"alpha\": alpha_true,\n",
+    "            \"beta\": beta_true,\n",
+    "            \"delta\": delta_true,\n",
+    "            \"gamma\": gamma_true,\n",
+    "        },\n",
+    "    )\n",
+    "    return samples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b0cd3654-429b-40e6-84fa-e763c8363bd2",
+   "metadata": {},
+   "source": [
+    "# 1. Cao et al. (2015): $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "f30efbf4-816c-4faa-a5d7-96bd10e50fa2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Cao_Name</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>Cao_z_L</th>\n",
+       "      <th>Cao_z_S</th>\n",
+       "      <th>Cao_velDisp</th>\n",
+       "      <th>Cao_velDispErr</th>\n",
+       "      <th>Cao_velDisp0</th>\n",
+       "      <th>Cao_velDisp0Err</th>\n",
+       "      <th>Cao_theta_E</th>\n",
+       "      <th>Cao_theta_E_rad</th>\n",
+       "      <th>Cao_theta_ap</th>\n",
+       "      <th>Cao_theta_ap_rad</th>\n",
+       "      <th>Cao_theta_eff</th>\n",
+       "      <th>Cao_theta_eff_rad</th>\n",
+       "      <th>Cao_Survey</th>\n",
+       "      <th>Cao_Seeing_atm</th>\n",
+       "      <th>Cao_Seeing_atm_rad</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J015107.4+004909.0</td>\n",
+       "      <td>J0151+0049</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.517</td>\n",
+       "      <td>1.364</td>\n",
+       "      <td>219</td>\n",
+       "      <td>39</td>\n",
+       "      <td>231.021476</td>\n",
+       "      <td>42.174676</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.89</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>0.000009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J074724.1+505537.5</td>\n",
+       "      <td>J0747+5055</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.438</td>\n",
+       "      <td>0.898</td>\n",
+       "      <td>328</td>\n",
+       "      <td>60</td>\n",
+       "      <td>338.513499</td>\n",
+       "      <td>62.977233</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>1.24</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>0.000009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J074734.8+444859.3</td>\n",
+       "      <td>J0747+4448</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.437</td>\n",
+       "      <td>0.897</td>\n",
+       "      <td>281</td>\n",
+       "      <td>52</td>\n",
+       "      <td>274.381038</td>\n",
+       "      <td>51.541879</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>2.87</td>\n",
+       "      <td>0.000014</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>0.000009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J080105.3+472749.6</td>\n",
+       "      <td>J0801+4727</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.483</td>\n",
+       "      <td>1.518</td>\n",
+       "      <td>98</td>\n",
+       "      <td>24</td>\n",
+       "      <td>106.464867</td>\n",
+       "      <td>26.635573</td>\n",
+       "      <td>0.49</td>\n",
+       "      <td>0.000002</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>0.000003</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>0.000009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J083049.7+511631.8</td>\n",
+       "      <td>J0830+5116</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.530</td>\n",
+       "      <td>1.332</td>\n",
+       "      <td>268</td>\n",
+       "      <td>36</td>\n",
+       "      <td>278.785933</td>\n",
+       "      <td>38.763604</td>\n",
+       "      <td>1.14</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>1.10</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>BELLS</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>0.000009</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME    Cao_Name  in_cao_2017  in_lastberu_cosmo_ground  \\\n",
+       "0  J015107.4+004909.0  J0151+0049         True                     False   \n",
+       "1  J074724.1+505537.5  J0747+5055        False                     False   \n",
+       "2  J074734.8+444859.3  J0747+4448         True                     False   \n",
+       "3  J080105.3+472749.6  J0801+4727        False                     False   \n",
+       "4  J083049.7+511631.8  J0830+5116         True                     False   \n",
+       "\n",
+       "   Cao_z_L  Cao_z_S  Cao_velDisp  Cao_velDispErr  Cao_velDisp0  \\\n",
+       "0    0.517    1.364          219              39    231.021476   \n",
+       "1    0.438    0.898          328              60    338.513499   \n",
+       "2    0.437    0.897          281              52    274.381038   \n",
+       "3    0.483    1.518           98              24    106.464867   \n",
+       "4    0.530    1.332          268              36    278.785933   \n",
+       "\n",
+       "   Cao_velDisp0Err  Cao_theta_E  Cao_theta_E_rad  Cao_theta_ap  \\\n",
+       "0        42.174676         0.68         0.000003           1.0   \n",
+       "1        62.977233         0.75         0.000004           1.0   \n",
+       "2        51.541879         0.61         0.000003           1.0   \n",
+       "3        26.635573         0.49         0.000002           1.0   \n",
+       "4        38.763604         1.14         0.000006           1.0   \n",
+       "\n",
+       "   Cao_theta_ap_rad  Cao_theta_eff  Cao_theta_eff_rad Cao_Survey  \\\n",
+       "0          0.000005           0.89           0.000004      BELLS   \n",
+       "1          0.000005           1.24           0.000006      BELLS   \n",
+       "2          0.000005           2.87           0.000014      BELLS   \n",
+       "3          0.000005           0.57           0.000003      BELLS   \n",
+       "4          0.000005           1.10           0.000005      BELLS   \n",
+       "\n",
+       "   Cao_Seeing_atm  Cao_Seeing_atm_rad  \n",
+       "0             1.8            0.000009  \n",
+       "1             1.8            0.000009  \n",
+       "2             1.8            0.000009  \n",
+       "3             1.8            0.000009  \n",
+       "4             1.8            0.000009  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Cao_Data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "85b739b0-15bd-49c3-b6fb-0a5f95bca6c3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3856ae13801b48c9a12bf2e2a6b7b7b3",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7f3a52c2c7ed4a52ad967232aa399684",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_1 = get_mcmc(\n",
+    "    z_L=Cao_Data[\"Cao_z_L\"].values,\n",
+    "    z_S=Cao_Data[\"Cao_z_S\"].values,\n",
+    "    theta_E=Cao_Data[\"Cao_theta_E_rad\"].values,\n",
+    "    theta_ap=Cao_Data[\"Cao_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Cao_Data[\"Cao_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Cao_Data[\"Cao_velDisp\"].values,\n",
+    "    velDispErr=Cao_Data[\"Cao_velDispErr\"].values,\n",
+    "    label=\"Cao et al. (2015): $\\sigma_v$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d1784fbf-6b72-402b-9f7f-8c682692f803",
+   "metadata": {},
+   "source": [
+    "# 2. Cao et al. (2015): $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "13eb5ad4-b062-4e1b-843e-ad1578161c52",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "90b335eeebd1424180b054040a4b5a9a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a60cdba5d991456c9336d8f5658f1dc3",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_2 = get_mcmc(\n",
+    "    z_L=Cao_Data[\"Cao_z_L\"].values,\n",
+    "    z_S=Cao_Data[\"Cao_z_S\"].values,\n",
+    "    theta_E=Cao_Data[\"Cao_theta_E_rad\"].values,\n",
+    "    theta_ap=Cao_Data[\"Cao_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Cao_Data[\"Cao_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Cao_Data[\"Cao_velDisp0\"].values,\n",
+    "    velDispErr=Cao_Data[\"Cao_velDisp0Err\"].values,\n",
+    "    label=\"Cao et al. (2015): $\\sigma_0$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "93cd913c-5359-4eec-8b88-09af63883f8b",
+   "metadata": {},
+   "source": [
+    "# 3. Cao et al. (2017): $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "60c3843c-0037-4155-855a-b1c1978c5a53",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "80"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Cao_Data_2017 = Cao_Data.query(\"in_cao_2017==True\")\n",
+    "len(Cao_Data_2017)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "08e8e90f-2c49-4d92-a90f-bcfe417d6834",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "116edc3ffe5a466dac420707aea9121a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "293a4629c578418eaf314954fdd4f379",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_3 = get_mcmc(\n",
+    "    z_L=Cao_Data_2017[\"Cao_z_L\"].values,\n",
+    "    z_S=Cao_Data_2017[\"Cao_z_S\"].values,\n",
+    "    theta_E=Cao_Data_2017[\"Cao_theta_E_rad\"].values,\n",
+    "    theta_ap=Cao_Data_2017[\"Cao_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Cao_Data_2017[\"Cao_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Cao_Data_2017[\"Cao_velDisp\"].values,\n",
+    "    velDispErr=Cao_Data_2017[\"Cao_velDispErr\"].values,\n",
+    "    label=\"Cao et al. (2017): $\\sigma_v$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d6a2abce-7fd7-44dc-9870-5f54986ac292",
+   "metadata": {},
+   "source": [
+    "# 4. Cao et al. (2017): $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "b0d2d6a0-49a1-4241-8bfc-fa77c62712c1",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d2d07ae58a4b49488d1725956dd8fe4e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e45b2a8e33a448549ceac826c8119e9e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_4 = get_mcmc(\n",
+    "    z_L=Cao_Data_2017[\"Cao_z_L\"].values,\n",
+    "    z_S=Cao_Data_2017[\"Cao_z_S\"].values,\n",
+    "    theta_E=Cao_Data_2017[\"Cao_theta_E_rad\"].values,\n",
+    "    theta_ap=Cao_Data_2017[\"Cao_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Cao_Data_2017[\"Cao_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Cao_Data_2017[\"Cao_velDisp0\"].values,\n",
+    "    velDispErr=Cao_Data_2017[\"Cao_velDisp0Err\"].values,\n",
+    "    label=\"Cao et al. (2017): $\\sigma_0$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0db4dc8f-2e88-486c-9662-5dff76939d95",
+   "metadata": {},
+   "source": [
+    "# 5. Chen et al. (2019): $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "18bfa20d-93d0-4e7b-879c-5e31e2a85440",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "069c1a082adb4600b203bee095d40778",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "94288532b96e44ae8b37e3325b0278ab",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_5 = get_mcmc(\n",
+    "    z_L=Chen_Data[\"Chen_z_L\"].values,\n",
+    "    z_S=Chen_Data[\"Chen_z_S\"].values,\n",
+    "    theta_E=Chen_Data[\"Chen_theta_E_rad\"].values,\n",
+    "    theta_ap=Chen_Data[\"Chen_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Chen_Data[\"Chen_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Chen_Data[\"Chen_velDisp\"].values,\n",
+    "    velDispErr=Chen_Data[\"Chen_velDispErr\"].values,\n",
+    "    label=\"Chen al. (2019): $\\sigma_v$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7fe26cf3-ed6c-47e0-8493-da9ca492683a",
+   "metadata": {},
+   "source": [
+    "# 6. Chen et al. (2019): $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "d02140db-4d05-41e7-80cb-f43ebb6adeb3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d5f541e22d8e4071820081e0dfaea4a8",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d0801ed096eb41f5a32f5dbb4ee31c50",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_6 = get_mcmc(\n",
+    "    z_L=Chen_Data[\"Chen_z_L\"].values,\n",
+    "    z_S=Chen_Data[\"Chen_z_S\"].values,\n",
+    "    theta_E=Chen_Data[\"Chen_theta_E_rad\"].values,\n",
+    "    theta_ap=Chen_Data[\"Chen_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Chen_Data[\"Chen_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Chen_Data[\"Chen_velDisp0\"].values,\n",
+    "    velDispErr=Chen_Data[\"Chen_velDisp0Err\"].values,\n",
+    "    label=\"Chen al. (2019): $\\sigma_0$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c9994a32-139d-4ebe-9cef-69c8884aaa45",
+   "metadata": {},
+   "source": [
+    "# 7. Liu et al. (2022): $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "cfe00c5e-e8a8-4afb-b7d1-d20950c9f320",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "120"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Liu_Data = Chen_Data.query(\"in_liu_2022==True\")\n",
+    "len(Liu_Data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "14aa0179-8b85-47f8-983a-b9c21d91ae1d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "da5029075a4e4b009564be6d223a9076",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b97b3fcbf5d543df8e4ee1ed0486c924",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_7 = get_mcmc(\n",
+    "    z_L=Liu_Data[\"Chen_z_L\"].values,\n",
+    "    z_S=Liu_Data[\"Chen_z_S\"].values,\n",
+    "    theta_E=Liu_Data[\"Chen_theta_E_rad\"].values,\n",
+    "    theta_ap=Liu_Data[\"Chen_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Liu_Data[\"Chen_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Liu_Data[\"Chen_velDisp\"].values,\n",
+    "    velDispErr=Liu_Data[\"Chen_velDispErr\"].values,\n",
+    "    label=\"Liu al. (2022): $\\sigma_v$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6241dbdc-8fe0-44d9-8b99-604b12b1c817",
+   "metadata": {},
+   "source": [
+    "# 8. Liu et al. (2022): $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "d13937b5-eb84-490e-95f6-4250ee8249fd",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b0e32a6360b44f74be003e0a54cef02a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5ddff1603735468a829177f21d615c6f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_8 = get_mcmc(\n",
+    "    z_L=Liu_Data[\"Chen_z_L\"].values,\n",
+    "    z_S=Liu_Data[\"Chen_z_S\"].values,\n",
+    "    theta_E=Liu_Data[\"Chen_theta_E_rad\"].values,\n",
+    "    theta_ap=Liu_Data[\"Chen_theta_ap_rad\"].values,\n",
+    "    seeing_atm=Liu_Data[\"Chen_Seeing_atm_rad\"].values,\n",
+    "    velDisp=Liu_Data[\"Chen_velDisp0\"].values,\n",
+    "    velDispErr=Liu_Data[\"Chen_velDisp0Err\"].values,\n",
+    "    label=\"Liu al. (2022): $\\sigma_0$\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ad66c4ae-935a-4570-b4d7-f210841e877b",
+   "metadata": {},
+   "source": [
+    "# Results"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "743454ce-3d14-4372-bc34-34b09c388cba",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$\\alpha$</th>\n",
+       "      <th>$\\beta$</th>\n",
+       "      <th>$\\delta$</th>\n",
+       "      <th>$\\gamma$</th>\n",
+       "      <th>$\\mathrm{Std}(\\alpha$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\beta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\delta)$</th>\n",
+       "      <th>$\\mathrm{Std}(\\gamma)$</th>\n",
+       "      <th>Number of Systems</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Cao et al. (2015): $\\sigma_v$</th>\n",
+       "      <td>1.995810</td>\n",
+       "      <td>0.180043</td>\n",
+       "      <td>2.399788</td>\n",
+       "      <td>1.111431</td>\n",
+       "      <td>0.007227</td>\n",
+       "      <td>0.011969</td>\n",
+       "      <td>0.010094</td>\n",
+       "      <td>0.034718</td>\n",
+       "      <td>118</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cao et al. (2015): $\\sigma_0$</th>\n",
+       "      <td>1.995907</td>\n",
+       "      <td>0.180136</td>\n",
+       "      <td>2.399992</td>\n",
+       "      <td>1.046786</td>\n",
+       "      <td>0.007254</td>\n",
+       "      <td>0.011923</td>\n",
+       "      <td>0.010173</td>\n",
+       "      <td>0.037728</td>\n",
+       "      <td>118</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cao et al. (2017): $\\sigma_v$</th>\n",
+       "      <td>1.995590</td>\n",
+       "      <td>0.179945</td>\n",
+       "      <td>2.399942</td>\n",
+       "      <td>0.995129</td>\n",
+       "      <td>0.008810</td>\n",
+       "      <td>0.014510</td>\n",
+       "      <td>0.012347</td>\n",
+       "      <td>0.039035</td>\n",
+       "      <td>80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Cao et al. (2017): $\\sigma_0$</th>\n",
+       "      <td>1.996297</td>\n",
+       "      <td>0.180114</td>\n",
+       "      <td>2.399926</td>\n",
+       "      <td>0.931560</td>\n",
+       "      <td>0.008835</td>\n",
+       "      <td>0.014637</td>\n",
+       "      <td>0.012334</td>\n",
+       "      <td>0.041487</td>\n",
+       "      <td>80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Chen et al. (2019): $\\sigma_v$</th>\n",
+       "      <td>1.995537</td>\n",
+       "      <td>0.179947</td>\n",
+       "      <td>2.400097</td>\n",
+       "      <td>1.057404</td>\n",
+       "      <td>0.006133</td>\n",
+       "      <td>0.010328</td>\n",
+       "      <td>0.008655</td>\n",
+       "      <td>0.025585</td>\n",
+       "      <td>161</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Chen et al. (2019): $\\sigma_0$</th>\n",
+       "      <td>1.994538</td>\n",
+       "      <td>0.180068</td>\n",
+       "      <td>2.399844</td>\n",
+       "      <td>1.013112</td>\n",
+       "      <td>0.006151</td>\n",
+       "      <td>0.010261</td>\n",
+       "      <td>0.008666</td>\n",
+       "      <td>0.029334</td>\n",
+       "      <td>161</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Liu et al. (2022): $\\sigma_v$</th>\n",
+       "      <td>1.997099</td>\n",
+       "      <td>0.180105</td>\n",
+       "      <td>2.399851</td>\n",
+       "      <td>1.048155</td>\n",
+       "      <td>0.007192</td>\n",
+       "      <td>0.011854</td>\n",
+       "      <td>0.010067</td>\n",
+       "      <td>0.027461</td>\n",
+       "      <td>120</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Liu et al. (2022): $\\sigma_0$</th>\n",
+       "      <td>1.996155</td>\n",
+       "      <td>0.179988</td>\n",
+       "      <td>2.400030</td>\n",
+       "      <td>0.999481</td>\n",
+       "      <td>0.007205</td>\n",
+       "      <td>0.011826</td>\n",
+       "      <td>0.010040</td>\n",
+       "      <td>0.031470</td>\n",
+       "      <td>120</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                $\\alpha$   $\\beta$  $\\delta$  $\\gamma$  \\\n",
+       "Cao et al. (2015): $\\sigma_v$   1.995810  0.180043  2.399788  1.111431   \n",
+       "Cao et al. (2015): $\\sigma_0$   1.995907  0.180136  2.399992  1.046786   \n",
+       "Cao et al. (2017): $\\sigma_v$   1.995590  0.179945  2.399942  0.995129   \n",
+       "Cao et al. (2017): $\\sigma_0$   1.996297  0.180114  2.399926  0.931560   \n",
+       "Chen et al. (2019): $\\sigma_v$  1.995537  0.179947  2.400097  1.057404   \n",
+       "Chen et al. (2019): $\\sigma_0$  1.994538  0.180068  2.399844  1.013112   \n",
+       "Liu et al. (2022): $\\sigma_v$   1.997099  0.180105  2.399851  1.048155   \n",
+       "Liu et al. (2022): $\\sigma_0$   1.996155  0.179988  2.400030  0.999481   \n",
+       "\n",
+       "                                $\\mathrm{Std}(\\alpha$)  $\\mathrm{Std}(\\beta$)  \\\n",
+       "Cao et al. (2015): $\\sigma_v$                 0.007227               0.011969   \n",
+       "Cao et al. (2015): $\\sigma_0$                 0.007254               0.011923   \n",
+       "Cao et al. (2017): $\\sigma_v$                 0.008810               0.014510   \n",
+       "Cao et al. (2017): $\\sigma_0$                 0.008835               0.014637   \n",
+       "Chen et al. (2019): $\\sigma_v$                0.006133               0.010328   \n",
+       "Chen et al. (2019): $\\sigma_0$                0.006151               0.010261   \n",
+       "Liu et al. (2022): $\\sigma_v$                 0.007192               0.011854   \n",
+       "Liu et al. (2022): $\\sigma_0$                 0.007205               0.011826   \n",
+       "\n",
+       "                                $\\mathrm{Std}(\\delta)$  \\\n",
+       "Cao et al. (2015): $\\sigma_v$                 0.010094   \n",
+       "Cao et al. (2015): $\\sigma_0$                 0.010173   \n",
+       "Cao et al. (2017): $\\sigma_v$                 0.012347   \n",
+       "Cao et al. (2017): $\\sigma_0$                 0.012334   \n",
+       "Chen et al. (2019): $\\sigma_v$                0.008655   \n",
+       "Chen et al. (2019): $\\sigma_0$                0.008666   \n",
+       "Liu et al. (2022): $\\sigma_v$                 0.010067   \n",
+       "Liu et al. (2022): $\\sigma_0$                 0.010040   \n",
+       "\n",
+       "                                $\\mathrm{Std}(\\gamma)$  Number of Systems  \n",
+       "Cao et al. (2015): $\\sigma_v$                 0.034718                118  \n",
+       "Cao et al. (2015): $\\sigma_0$                 0.037728                118  \n",
+       "Cao et al. (2017): $\\sigma_v$                 0.039035                 80  \n",
+       "Cao et al. (2017): $\\sigma_0$                 0.041487                 80  \n",
+       "Chen et al. (2019): $\\sigma_v$                0.025585                161  \n",
+       "Chen et al. (2019): $\\sigma_0$                0.029334                161  \n",
+       "Liu et al. (2022): $\\sigma_v$                 0.027461                120  \n",
+       "Liu et al. (2022): $\\sigma_0$                 0.031470                120  "
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_stats = [\n",
+    "    np.hstack([case_1.getMeans(), np.sqrt(case_1.getVars())]).T,\n",
+    "    np.hstack([case_2.getMeans(), np.sqrt(case_2.getVars())]).T,\n",
+    "    np.hstack([case_3.getMeans(), np.sqrt(case_3.getVars())]).T,\n",
+    "    np.hstack([case_4.getMeans(), np.sqrt(case_4.getVars())]).T,\n",
+    "    np.hstack([case_5.getMeans(), np.sqrt(case_5.getVars())]).T,\n",
+    "    np.hstack([case_6.getMeans(), np.sqrt(case_6.getVars())]).T,\n",
+    "    np.hstack([case_7.getMeans(), np.sqrt(case_7.getVars())]).T,\n",
+    "    np.hstack([case_8.getMeans(), np.sqrt(case_8.getVars())]).T,\n",
+    "]\n",
+    "full_stats = np.vstack(full_stats)\n",
+    "columns = [\n",
+    "    r\"$\\alpha$\",\n",
+    "    r\"$\\beta$\",\n",
+    "    r\"$\\delta$\",\n",
+    "    r\"$\\gamma$\",\n",
+    "    r\"$\\mathrm{Std}(\\alpha$)\",\n",
+    "    r\"$\\mathrm{Std}(\\beta$)\",\n",
+    "    r\"$\\mathrm{Std}(\\delta)$\",\n",
+    "    r\"$\\mathrm{Std}(\\gamma)$\",\n",
+    "]\n",
+    "labels = [\n",
+    "    r\"Cao et al. (2015): $\\sigma_v$\",\n",
+    "    r\"Cao et al. (2015): $\\sigma_0$\",\n",
+    "    r\"Cao et al. (2017): $\\sigma_v$\",\n",
+    "    r\"Cao et al. (2017): $\\sigma_0$\",\n",
+    "    r\"Chen et al. (2019): $\\sigma_v$\",\n",
+    "    r\"Chen et al. (2019): $\\sigma_0$\",\n",
+    "    r\"Liu et al. (2022): $\\sigma_v$\",\n",
+    "    r\"Liu et al. (2022): $\\sigma_0$\",\n",
+    "]\n",
+    "\n",
+    "df = pd.DataFrame(full_stats, columns=columns)\n",
+    "# df.insert(0, 'Case', labels)\n",
+    "df.index = labels\n",
+    "df.insert(\n",
+    "    8,\n",
+    "    \"Number of Systems\",\n",
+    "    [\n",
+    "        len(Cao_Data),\n",
+    "        len(Cao_Data),\n",
+    "        len(Cao_Data_2017),\n",
+    "        len(Cao_Data_2017),\n",
+    "        len(Chen_Data),\n",
+    "        len(Chen_Data),\n",
+    "        len(Liu_Data),\n",
+    "        len(Liu_Data),\n",
+    "    ],\n",
+    ")\n",
+    "df"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/05_Combined_Data.csv b/notebooks/modified-gravity-tests/05_Combined_Data.csv
new file mode 100644
index 0000000..4f13957
--- /dev/null
+++ b/notebooks/modified-gravity-tests/05_Combined_Data.csv
@@ -0,0 +1,207 @@
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+J015930.1-000612.4,J015930.1-000612.4,0.15844078,0.7477,212.7711,18.071886,207.25487848709315,18.866557230087555,0.92,1.5,4.4665055,1.85,4.460285866207731e-06,7.27220521664304e-06,2.1654229731509887e-05,8.969053100526416e-06,LaStBeRu_cosmo_ground,False,False,True,True,True
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+J022511.0-045433.4,J022511.0-045433.4,0.2378922,1.2,247.66295,13.287849,248.51640876836683,15.282442041759008,1.76,1.0,1.898424,1.32718,8.532720787527833e-06,4.84813681109536e-06,9.203819277466896e-06,6.43435021294954e-06,LaStBeRu_cosmo_ground,True,True,True,False,True
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diff --git a/notebooks/modified-gravity-tests/05_Combining_the_Data.ipynb b/notebooks/modified-gravity-tests/05_Combining_the_Data.ipynb
new file mode 100644
index 0000000..973c676
--- /dev/null
+++ b/notebooks/modified-gravity-tests/05_Combining_the_Data.ipynb
@@ -0,0 +1,638 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "fd996ee6-e150-4210-9a23-294852dd3dbc",
+   "metadata": {},
+   "source": [
+    "In this notebook, we will create a compilation of systems in two ways: we will combine all data we have so far and obtain $\\gamma_{\\mathrm{PPN}}$ using all systems (with $\\sigma_v$ and $\\sigma_0$), and also obtain the same quantity with systems that has some previous cuts."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "783d006f-c930-480e-abc0-40faf4bbbb5b",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "# !pip install matplotlib-venn venn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "029e513c-3cdd-4531-b556-1c628639c38d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import getdist\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import rings2cosmo\n",
+    "from getdist import MCSamples, plots\n",
+    "from matplotlib_venn import venn3_circles, venn3_unweighted\n",
+    "from venn import venn\n",
+    "\n",
+    "pd.set_option(\"display.max_colwidth\", None)\n",
+    "\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "37e6b5b8-aa6a-4699-b69a-bd3eec2671de",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpl.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 28,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Data used for plotting and `rings2cosmo` script to obtain gamma_PPN:\n",
+    "colors = plt.cm.turbo(np.linspace(0.1, 0.9, 20))\n",
+    "labels = [r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8b57b896-2114-46ce-9194-414a76302906",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(132, 118, 161, 206)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Loading the data\n",
+    "Data = pd.read_csv(\"01_LaStBeRu_cosmo_ground.csv\")\n",
+    "Data[\"in_lastberu_cosmo_ground\"] = True\n",
+    "Cao_Data = pd.read_csv(\"03_Cao_et_al._(2015)_Data.csv\")\n",
+    "Chen_Data = pd.read_csv(\"03_Chen_et_al._(2019)_Data.csv\")\n",
+    "Chen_Data.loc[Chen_Data[Chen_Data.JNAME.isna()].index[0], \"JNAME\"] = \"SL2SJ020524−93023\"\n",
+    "(\n",
+    "    len(Data),\n",
+    "    len(Cao_Data),\n",
+    "    len(Chen_Data),\n",
+    "    np.unique(np.hstack([Data.JNAME, Cao_Data.JNAME, Chen_Data.JNAME])).shape[0],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8ab9040c-bc6c-4e89-be30-6003b50e307e",
+   "metadata": {},
+   "source": [
+    "# Data to be combined"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "7fb27b941602401d91542211134fc71a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/renan/miniforge3/lib/python3.12/site-packages/matplotlib_venn/_util.py:62: UserWarning: venn3_unweighted is deprecated. Use venn3 with the appropriate layout_algorithm instead.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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NDa12ZdNfWAydkZmZmUJQUNAdRcDbC4LR0dG1KgZFR0eb5ADQ0AJgZmamWDTSFZXCw8ONzq77sqhuPurem6Ff1MYsIykpKUJkZKS4kTW2eKlPfwNjyLJ5+5eOOelWYIVCUW02XdGhqkKNIPz3edRUtNJNV92OgEKhqLS4cTvdclLdeqk//3XXq5tet5zo3kd4eHi1WXTrr6HLiCnnkynob7eqWgZ0X8hyudzg7avus9F9cQYFBVV4rP7nUtl6bo75ZO51sbbLmiHLuiD8t3NQ0/qq+17R3wkhIiKiyun2WWpzwG8qtxcATb0PYcpjK3Pv79SGKd+fqY6fa8Mc9Yb6UgDUrQOmKixVJTMzU5wfcrn8jvt1xz21KUbq73sbs7zXtgCov+0yhn6tydgCoC6rqQq1VlsAjIuLM2hh1N9gGJND96tKdYVA3ZeSMRV/cxQAg4KCBKVSWeVfUFCQWPyrTUtG3ZeKIfNbN88MaSlV03vQ5a7tvK6K/he6IcuE/gbAnAVA/deprrCno1Kpqtwp0hUSDS1W6ZbLyj7j6OjoSjfGVWWqqQCoy6bbENe0rOg23HK5XPwV0JD3YkhmU84nU9GtQzVtxHXrj6FZdNmratGsa3l6e2FQEMw3n8y9LtZ2WTPkYEN/Z8SQ9VV/54YFQCIioqrp7/9boqVaZfT3UUy9D2HqYytz7u/Uhqnfn1QFQHPVG+pLAdDQH/9N9TpVFelMVQA05n3UtgCovy4ac6ai/jGCsYV53TGGqVpLW20BUP9Uv5paXtR2ZuoeHxMTI4SGht7RxFr/z9jWRqYsABpDt1BWdbra7Yw9QDdmekOWkczMTCEhIUFs+RMUFGR0VbwuGQWh4kbHnAVA3fwwZFnStYasrPhgSAuy6l7/9vmrVCqN2qAoFIpqC4D689+QHY/bp6/pPRn6eZl6PpmCfqaavqR020BDi7P6rUuN2eEz53wy97pYl2XN0O2XMa2R2QKQiIioZtZWADTlPoQ5jq3Mub9jLHO8P6kKgOaqN9SXAqDu/Zuzpaj+vKtqXa9PBUBBMP4YQdfwqTY5dUy5fljtKMC6jiKTkpKqHfZYv+NYXcf3xpDL5QgPD0dcXBwyMzORkpKCmJiYOzpYXLBgARYsWGD081taeHg4UlJS4Ovri4iICAQHB1c70kxUVBSA8s48DekAVH++mGI4arlcDqVSiZiYGKSkpECj0SAsLMzmRu5asGCB2Pmn/ojUhkx/++dn7Gemo+vAVvd4HV3HwYaOSGTMICmGdBCr/x4UCkWN70n//uo6ezX1fDIF/dGpaur8VXe/saM+qdVqozrmtcb5VBvGLmvVLTvGrq86gYGBBk9LRETUUOnvAxk7IqY5mHIfwtzHVqbMWhtSHzuakqXqDdZKt6+rP5KuqYWFhQEoP36Mi4sz2+sAxo8gXFu69xEbG1vjMVpSUhIUCkWFeWzMACC3M8WAKVZbAOzdu3ellyujm4mm2MDpRgvWFQT1N1pRUVFWPby0jkKhgEqlglwuR1JSUpVFwKSkJPF2Ywpu5toA6udOTEy0qSKgbjRb/dFDq6P7cpfL5RWWf41GI47wbOz80U2vVqsrjLqle/7g4GCDlu+pU6ca/EXRp0+fGqfRfy5jp69qI2iO+SQlY7dthr5nW5pPplp2AIijwBm6vhIREZHh6jKapjmYah/CEsdWptzfMZa1HTvWlVT1Bmuhey/mKpzFxsYiMTERCoUCW7ZsMctr6DNnIVOfboRxXcOlqqjVasyaNUs8rtCxVKGyKlZbAIyJiUFCQgIyMzONanFkSnK5HHFxcRWG/raW1i41kcvliI6OBlC+4a9sI61/0F6boajN8Yudfu7ExETExsaa/DUsTa1Wi1++hrbMSkhIgEqlwrlz5ypsJPR/nTK2MKH/xab/C4xumdZoNAgODkZISAhiY2Or/HxDQ0MNXieNzWiqYos55pMp6GepaQdCf4fN2C80Q9+ztc6n2jDVsqPfGtaYlpRERERkGP0iljUUVEy1D2GJYyspf5i0xmPHurCGeoOtSkpKQkRERIUGPlUxZ4tVc4mMjERcXBwOHDiAkJCQOwrtiYmJiIqKEo+R9N9XbQqVunlkivnjUOdnqKOwsDAsWbKk0oWisoMv3cGZWq0WTxk198YkJiYGBw4cQFJSEhITE6HRaCSv3BoiPDwcUVFR4jyKjY2tUMzcv3+/eHnevHlYuXKlQc+rm9/mWkGnTJkinnYXExNTIXN9pN+qzpgVvrIvIv1fzoxdBvWnP3DggHhZt2EeMWIENBoNEhMTxS94XQvEkJAQhIaGGr3TYWxGU+3UmGM+mYL+Z1rTr6C61w4KCjLbfLTW+VQbptom13Z9JSIiIsPoH+PpjlPMUdiKiooSGxZUx1T7EJY4tpLyGNRajx3rwlrqDVIw1ynAGo0GI0aMMKj4V9fX1y+8WXrdCA0NhVKpRGxsLEaMGFHhfdx+yrN+ztoUm319fU3WmlfyAmBSUlKNH1ZSUhLmzZuHxMRE+Pr6IjQ0FH369IFSqYRCoRCLc9WJiIi4o/mlMWbPni028UxMTLyjj0BrNWXKFLEV3e3FNP2FaMmSJVbzy4f+8pCUlFRvCq5V0f+yq+v70P/yqcvG8vYvsaCgIJw7dw7z5s2r0J+BfkEwKioKoaGhRrX2kqqAYq75ZAqRkZFYsGBBjafN6rZphuy41pY1zydjmWpZM+X6SkRERHfS/bip299MTEw0+Q/+arXa4K6bTLUPYYljKyl/nLTWY0dTMEW9ob4x135ucHAwfH19DSr+3Z6jLkUuKdYNuVyOyMhIREZGVjud7liptj90mLJ4LvkpwNW9GbVajeDgYLEPuy1btiAlJQXR0dFGt0aqax9V+gU/a/z1oir6ndLfvtGy5ua21ta6qC6soW8TQ+hOv87MzIRKpRILxvrrWXx8PAIDA+vNe7JG0dHRUCgUUKvVYv97t9Odlh0eHs7TUC2MyzYREZH56Rf8zNGViK7zfUuy5mMrU7DF92fKekN9ZcrPUtftmKHFP53a9rGoP721flb6DSVqe1xnytaakhYANRpNlR9UYmIiAgMDkZSUhPDwcKhUqjr/ylDXViq616/rAWJ1/auZ2u3zt6p+xaz5oNcaWhfVhf5nUNf5XJdR04z57IOCghAeHi6OzpyZmSnuqKnV6mo7PLUG5phPpqRQKKBUKhEWFnZHEVA34nhkZGSdWi0bmkPHGueTFEy5vhIREVHlZs+eLV7WdbFkSgkJCRYfULC+HFvVlpTvzxzHz+aoN9Qnus/TVJ9lREQE1Gq10cU/oPZ1Fv2WddZ65o5+IyxrOIaWtACoa2J7O7VaLW6wlUqlyQ6CTTVSZV2ryyqVymIbzds3lPorRnBwsHjZ2n7F0V8uUlJSzPpa5n7vdSmy3E6/RWddfiHR/3ILDg6ucXmUy+WIiYkRf6FNTEy06sKsOeaTqSQmJiIoKAgJCQlISEjAypUrxV8eAwMDsX//fqhUKrOe+qtjbfPJGrZD+u/FGvIQERHZIt2pczqmHmhx1apVFj+LwpqPrUxByvdn6uNnc9Ub6hNTjmys697IkOKf/gCZOvoDAxlzjKmb1poLtwkJCQD+awBSF6YockpaAExISKi0mKb/BVCXlXHBggUVKq51XbF1z2XNC9jtdAsccGfuKVOmiJetbVh2feYuNJn7+fUHcajr6cz6p6IbWxjVXxemTp1a4T5Di+OhoaFiS0Br7gfDXPPJFGJiYirscMTFxUGlUkGlUiElJQVxcXEW28ZY23yyhqKy/i+I1ryMExER1Xe6blEA07bwio2NxZQpUyzeIqi+HFvVli29P3PVG+oT3fpR18JqfHw8YmJiDG75FxUVdce6rn9MYuh2QKPRiNnNccxWlaSkJMTHxxs831atWgUA4iCnxtK9jqlOcZasAKjRaBAbG1vpQqI7JU6hUBj0RnUr3e0fws2bNytUtHUfVm3oXsPQTNXJyMiwyBeSbgAHndtXDLlcLq5sugXTUPq/mpiD/vwxdmfA2P4pzN3CEPivnxONRmPUl4RGo6mwsVAoFGJxyNgWrbpisP7nrmPoKF4ALH46RW2Yaz6ZQmW/eknF3PPJGtdFQ+if7m7MZ2UtnysREVF9kZCQIO4vhISE1Pm7VKPRIDo62iJnUtzOmo+tTEHK92fq42dz1RvqE92ZQHXZ/9YNFGnMab9qtfqOxg76xySG9gmqf+xiqQFadX1GhoWFYcSIETVOrysUKhSKGgcKqe41ARsoAM6bNw9AxVPQgIorlSFvUr84dPvKV9kXyKxZs2r1xaL7laCm5umG9B9lrqHub6d/jvntzex1dF+OGo3GqOJodHS0Wc9hN+S02cTExEor6cb2R1bborAxZs+eLW4Udcu+IebNm3fHOrJkyRIA5V9ExhQTdaNBV7ZDZMyvGDrW3hLWHPPJFHx9fY0quJqbOeeTNa6LhtBfX3Xv0xD79+83UyIiIiLbpFAoxAN+tVpt0EF1dUaMGIHo6GjJ+gOz1mMrUzHH+7P08bO56w31Re/evQHU/gwctVqNiIiICkV8Q1Q1z3T9ghpaXNYdT9W2sFYb+vPKkPk2a9YsAHVrZao7g1DyAmBdFvb4+HgsWLAAwJ0HiMa2/NKN0FNZpoyMDHHB1undu7c4yo8xeRMTE6FUKmscol6/+izl6LW68/B1tmzZUul0CoVCXCANLY6q1Wqo1eoa54X+cxn7y4h+a0X95r36kpKSKvRFoaNfmKrpc46Nja1wLr65fsGRy+Xizo1ueaqJ7ov19o1aUFCQ+OVraH8puumqW4YNfa79+/dDLpcbtBEyx/w09DnNNZ/qKiQkBPHx8YiIiLCKnQZzzidLroumXNb011dDC/aJiYkVdoSt4bMlIiKqD5RKJVJSUiCXy5GUlCQOzGAMjUaDkJAQTJ061ejWQKbchzDnsRUgfd+C5nh/lj5+Nne9wViJiYkICQmp9SmitaXbT6/NPNdoNAgLC6uyS7eqxMfHVzl9aGgolEqleKZoddRqtfhclmztq/usg4KCxEYUVQkLCxNbJNel7z9dC02TtRAWagmA+JeSkmLw4yIjIys8VqVSVTtNXFxclc8VFxcnREZGCgkJCeL0mZmZ4v1BQUHiZYVCISgUCvFxAITo6OgK01cmOjpaACAoFIoap9UJDQ0VAAhKpfKO+2JiYoSYmJgan0N/HhkjMzNTUCqVFR6fkJBQ4+N07zMoKKja95mSkiIoFIoaP3PdPNb9RUZGGvU+BKH889M9vrJ5Vl3W8PBwAYAQGhpa5fOnpKQISqVSSElJEV8nOjra6JzGiImJEQAIcrm80mVfJzMzUwgKCqp2Gt17DA8PN+g1K1seBaF83dAt4zUtK7p5Vd10utczdNugv/4asqzqf16GrEummk+mpJvnVf3J5XIhKChICA8PF2JiYgyaj7p1uLabdXPNJ3Oui+Ze1gx9ryqVSggKCqrwGRjy/GQ7ysrKhJycHOHKlSvC6dOnhQMHDgjbtm0TCgsLK0yXnJws/Prrr8LSpUuFn3/+Wfjll1+EZcuWCStWrBBWrVol/Pbbb8Lq1auFxMTEO16jtLRU0Gq1lnpLRDXSarVCTk6OcPXqVSE5OVlQqVTCtm3bhNzc3ArTpaamCsuWLatyuY+PjxdWr14tbNy48Y5lnMt9w5KZmSkeR+n2SQz5fo+JiREUCoVB+4X6jzHnPoQpj63MnbU2TH3saIrjZ2OYo96g/xhjPq+6HjPXhe54uzaPUygUQmhoaI1/SqVSUCqV4vFPdccamZmZgkKhEORyebXzLigoqMbj6eror1PGLltKpbLGz0m3PJvi89TVdoypuVXH4E87JSVFUKlUQkJCQoUNs+5DVKlUlf7FxcUJMTExdzymppVC/0Dq9g8lMzNTCA8PrzBD9TcaCQkJQnh4eIWV+fYvBZVKJc7M0NBQITo6WkhISBDfY0xMjLhCVHfgWhndgnv7QWxCQkKVB5KZmZnia+sOmPU3BFXNX91j4uLihPDwcEEul4uP0x1QGyouLk6Qy+WCXC6vdJ5HRkYKQUFBVT5nZGRkhdev6s/QwsHtxUz9142Ojq6xQKB7bGUrXlxcnKBUKoXMzMwKRQddPt0ybQ4JCQkVlo/bvzR1y54hX9i6z6yy6VUqlUEbH93GW1d0rGra6naudMtvXFxcheKWbn28fV7qT69f6NW9D5VKdcd80S3r+suEQqEQ4uLiKp3e1PPJlFQqVY3rye1/us9IX1XzPTQ0VJyPtdkGmHo+mXJdtMSypi8hIUGcJ5U9d2RkpPjZ6O9M6D6HyMhIg388IuuQl5cnnD17VtixY4ewcuVK4cyZMxXuP3funBAUFCR06NBBaNq0qeDh4SHIZLJK19tz585VeOzixYsNWt8bN258R65p06YJDg4Ogo+Pj9CqVSuhS5cuQr9+/QSlUilMmjRJiIiIEN577z1hw4YN5pw9ZKMKCgoEtVot7Ny5U4iLixOOHz9e4f709HQhODhY6Nixo9CsWTPB09OzyuU+KSmpwmOXL19u0HLv7Ox8R66nn35acHBwEORyudCyZUuhc+fOQt++fYURI0YI9913nzBr1izh3XffFdasWWPW+UOWpfthTf87Ozo6Wtznu/3Yx9BjHkvvQ9Tl2MrSWWujrseOt09v7PFzXZmy3lDV/NffJ6/K7XUVS9IVQo0pFN/e2MjYv5oKbrpjUrlcXunxiK74aOgxjq6Opdt2REdHV6hZyOXyCrWgmo6fdMtqUFCQ2FBD9xq6564se23pns9UDC4AVlXAq+tfdVJSUoTo6GjxQw4KChKUSqUQGhpa6UoUHR0tVphvn+FVbThUKpUQGRkpKJVKcUGQy+WCQqEQC2+1odvo6SrYutY8Vbm96FebP93r1CW3IJQXenTzQ9dyUqlU1riy6q9cuhVB/0+/aGkM3YZfl0e3E2AIXXFB9x50f/qP1xUd9J9fqVTekdPUy7duPuvmcVBQkPjejP2Cvv259OdTTc+lK77c/ly6P92vN9XNc/0vUN1GSvenu11/ndT/Zayq6fUL+Pq/ulU1vaEtxmo7n3TqshzoftlWKBRCdHS0kJKSUuF1MzMzxUKY7gtKf9t7e0tk/e3G7fNFN290LZ+NYYr5dDtTrYvmXtZqmif630O3Fyf1W/jq8oeGhprsFzsyrZiYGOHVV18VHnroIWH48OFCp06dBG9v7zvW34VffCFcSc8Uzly8Jhw+e15YnbDN4HX/0beihVcW/Sr+KR+Yadj3eUBj4a3v4oQPl/4hfLpyg7BodYLQs98Aw17z0cfueK/du3cXgoODhfHjxwvh4eHCu+++K8TGxgp///23cOnSJbawakB+/vlnITIyUnjkkUeEESNGCF26dKn0x9sP5nwgFGflCwVp2ULuxZvCxYNnDV7ul7+9WDjz0w4h+cftwqkl24SFs94x6HE+Ht5CyrLdwrm4vULqGpVwYf0h4f4R4w167H333XfHex04cKDQq1cvYezYscITTzwhvPPOO8K3334rJCYmChcuXBDKysok+ATIGLof13T7D/r7Nrr9EmO+Y6XehzDm2EqqrLVR22PH2xl7/GwKpqo36P8IXNX8r+oYOCYmRny/lt5n1B1jGfrjfmZmZq2OhfT/DC2M6Rqe6R8nK5VKo5fjqgqWt38++n+Vtey8nf6xje75arPcV0fXaMTYBmnVkQmCIICIiMxKo9EgODgYGRkZOHfunNGd5Y4YMQJJSUkIDw+vU0eyRLZOq9Xi4sWLSE5OFv8aN26MN954o8J03bt3x9GjR2t8vl7KcegzepJ4vTA/F0vfewmOzi5wdHIu/+/sAkdn/cvlf3fdMwIe8v/6Os64eglXzp4CZDLxNkHQQhAEQCtAEAQIghZOLq7oMmBYhRy7/1iOq+pklBQV3vorQmlx0R15e44Yi+GTH4SPhxvkHu7wdHHEY2OH3TGdPnd3d3To0AELFy7EkCFD9LIJkOllJeul1Wpx5coVnD59Wlzu3d3dMXfu3ArTDRk8BNt3bK/x+R4cMhFvTX1OvF6mLUPP58fAzdkV7s5u5f9dXOHm4gY3Zxe4O7uVX3d2xZR7xqF1o+biY1NvXMKO4/thd2tZKl/OBWgFLbS6/1otHB0c8diIin23fbnuR2w/tg95RfnIKyxAflH53+2mDZ6A92e8CnsXR9i7OsHB1REd7rsb+QX5Vb5HV1dXtG/fHvPmzcO9994r3s7lnogaEh8fHygUCqhUKqmj0G0WLFiAqKgoJCQk1KkfQX0sABIRWUBERARiY2OhUqlqNYKyRqOBj48PgPKDEyICrly5gl27duHQoUNi4ePMmTMoLCysMF37jp3w2Q/LcDVDg5tZudDk5mPZwrm4ePqYOI2DoxPcvOVw8/SGm5f81p83mrZtj8Zt2onT6dY/aygQaLValBYXobiwAAU52cjP1sDT1x++TVuI0+TnZOH3hXNQkJNV47bj19/+wJiQEfDxdAcAbNiwATNmzECHDh3QoUMHdOnSBUFBQQgKCoK3t7dZ3xtV7caNG9i1axcOHjyIU6dOict9fn7FYlfLZi1w8M+dKNbkozgrH8VZBXjhq7exUbVNnMbF0RkB3r63/vwQ4OWHRnI/dG/TCX079KzwfNZSGNNqtSgoLkRuYT5uZmciLesmAuR+6NKyvThNYXERxrz3KNKzM1Cm1Vb7fL/9sBxjJ42Hk5cbZHYy7NmzB+PHj0eHDh3QsWNHdO7cWVzujR3dnojI2kVFRWHBggXIzMyUbPRsqlxISAgOHDiAzMxMkz0nC4BERBagK97VZQMeEhKCxMREpKSkmGwoeKL6QBAEpKamokWLFnB0dBRvj46Oxuuvv17j4+0dnTDzw0WQ2dmJt10/n4KykhK4eZUX/BydXayiuGEuWq0Whbk5yM/RID9Lg1xNBrLSryMr7To0adeQk5GOR95bCBc3D7g4OaKJrzeObE/AitivK32+9u3bIzg4GMHBwejTp0+FloNkGoIg4OLFiwgICICrq6t4e2xsrMGjRSZ9vh4uTs7i9eMXkpGdn4tG3n4I8PaDp6u7zS/3mXlZuKG5ibTsDFzLvIHU65dx/sYlpN64hItpV7D+vR/R0r8ZZHZ2cPJ2xR8HEvHyp29X+nxt27ZF7969xWV/xIgRNj3/iMj2qdVqBAYGIjo6GpGRkVLHoVt0jT8iIyNNOtKxg8meiYiIqqTRaOpctNM9XqPRmCARkXUSBAHnzp2DSqWq8JeZmYm9e/eiVWAHnLuWhos3MpCaW7Flj529Pbz8GsE7oDG8/RvDO6Ax5AFN4B3QpMJptwDQuHWgJd+W5Ozs7G4VO72B5q3vuL+stBT2DuW7hYXFJUi9lo7Uqzfg5uWN/OysO6Y/c+YMzpw5gxUrVqBLly44fvx4hftPnTqFpk2bsqWggQRBwIULF+5Y7tPT07F582YMvXsQitJzUHgzFy2KvCo81sHOHi38m6JNoxZo3bgF2jS69de4BZwdnSpM27VVB0u+LcnZ2dnBz9MHfp4+6FzJ/SVlpXCwswcACFotijLzkHstE43l/riuSb9j+nPnzuHcuXOIi4tD06ZNceXKlQr3Jycnw9/fny0FiajeUCgUCAoKQkxMDAuAVmTevHkAYPAPfoZiC0AiIgsIDAyEWq2uU/N6UzwHkbURBAEnT57Etm3bsHXrVvzzzz9IS0urdNrhUx9Duz6DxOtFBfk4uv0v+LdoA9/GzeDh4wc7e3tLRW8wigsLkJV+HTevXET6pfNIu5iKjKsXUVZaCgDo1n8wXnxrDto2DYCiaSO0CPBFt2534eTJk+jWrRuGDRuGoUOHYvDgwfDz85P43ViP5ORkcbnftm0brl27Vul0L0+ehSeUU8XrxaUlWLx+Kbq2ao/2zdqiuX8TONrzN31TyysswPm0S0i+fA7HLyTjxIUzOHnxLApLyvveHNZzIJZGfwOXAC+4BHjCJcATg4YNwZ49e9C5c2cMHToUw4YNw5AhQ9CoUSOJ3w0RUdUSExMREhJi0r7mqG58fHwwZcoUk/f9zgIgEZEFxMfHIywsDEqlEgkJCUY/Xtc/h6mbgRNJTRAENG7cuMqiHwC4enojoEVrdLp7CNp07Wm5cFQlbVkpMq9fRdqlVHj5BqBZu07ifUJJMb574+k7+hyUyWTo3r27WBgZPHiw2D1CQ9ShQwecOXOmyvt9PLzRtVV7TOw3EmP7DLdgMqpKaVkZzl2/gOMXzsDXU47BXftWuK/vKxNQWMngPF27dq2w3AcEBFgyNhFRjUJCQpCRkcHBQKyArqsPczT6YAGQiMhCdBtzpVKJuLg4gzfouuIfRwCm+kgQBCQnJ4utnMrKyhAXF4fiklIkX7yKkxeu4IPXX8HRvbsAAE4urmjcph0CWrZBQIs28G/RGu7eDbdIVB8V5GRDlbAWN86rcfPKhSoHH5HJZNi2bRsGDx5s4YTmJwgC1Gq12MIvPT0dmzZtgrZMi4KrGuRfzsQLb7+G5QmrAQBuzq7opeiCu1p3RNdWHdClVXs09WnE/uXqkdyCPHyx7kccTT2F4xeSqx185I8//sCECRMsmI6IqHq6vgDZClB6Pj4+mD17tllOyWYBkIjIgpKSkjBv3jzEx8cjPDwcERERlY4KrFarERMTg9jYWPTu3RtRUVH8MqZ6Iz8/H1u2bMHatWuxYcOGCv1kOTg6Yu4Pq3AhXYPSsvID5AsnjyDz+hU0a9cJfs1awU5vsA6q34oK8nHt3BlcOXsKV1NOI/3KBeDWrqednT0S9uxHn7s6wdOtfJCLrVu3Yvfu3Rg/fjy6detWrwpgRUVF2Lp1K9auXYv169fjwoULFe4/+MsWuObJoL213O89fQhHUk+ib4ee6NKqPU/jtSF5hflISjmGfcmHse/MYRw/nwyt8F9B8Ohfe9G+d1c4+5SPuL1v3z6sX78eEyZMQFBQUL1a7onIdixYsAAxMTFISUmROkqDFRUVhcTERLO1xGQBkIhIAhqNBqtWrUJCQgLUavUd9ysUCvTp0wfh4eHs74/qhaysLMTFxWHt2rVITExEQUFBpdM5OrtgwjOvw69ZSwsnJGtQlJ+Hq7cKgkX5eRg27XHIIEPzAB90ad0cS79cgD9+jwcAtG7dGhMmTMCECRMwePBgODk51fDslpeXl4f4+HisW7cOmzdvRm5ubqXTuTq5IObZeejdrpuFE5I1yC3IgyrlGPYnH8bF9Cv4Ivw9AICjpws8Wvphzv8W4pv/xQIAmjdvjvHjx2P8+PEYPnw4XFxcJExORA1NSEgIFAoFzzqSQFJSEkaMGIFz586Z7fiPBUAiIiKqs9TUVLRt2/aO2+0dndBM0QFN23VCs8CO8G/emgN1UKW0Wi2WvvcSivLvLKJ5eXlh9OjRmDBhAsaMGWM1o6xmZGSgUaNGKCsrq3C7o4Mjerfrhr4deqJv+x7o2roDnBwcJUpJ1m7UO4/gYvrVO253d3fHyJEjMWHCBIwdO5Z9BxKR2Wk0GgQHByM6OhqhoaFSx2kwNBoN2rZti7i4OLOe9cUCIBERERmktLQU27dvx9q1a9GiRQu8+uqrKCgqxuGzF6BKPod3n30cN69chKunN1p36YHWXXqgefvOcHByljo61RM5Gek4f+Iwzp84hKspp6G9rbAGAPb29oiJicHjjz9ukUxlZWXYvXs31q5dCw8PD7z77rvQlpQi90IGclPTMOmZh7Hv9CHI3b0wtNvdGNatPwZ07g13F1eL5KP674YmHduO/YutR/Zgz6kkFJeW3DGNTCbDJ598gpdfflmChETUkKjVaoSEhCAuLq7SrorI9IKDgzF79myzF11ZACQiIqIqCYKAAwcO4Ndff8Xy5ctx48YNAECrNm3x6qff4tSFK2JffpeST8DJxQUBLdpAxn78qI6KCwtw6fQxpB4/hIsnj6CoIF+877c/N2LSvaPEvtKys7NRVFRk0hZSR44cwS+//IJly5bh8uXLAIDG/o2w9/uNKLiaBeHWIA8HzhyBTCZDT0UX2NuxdSvVTX5RAXafTMLWo7vxz9G9yMjViPet/SUeYx+YBDv78u1rfn4+srKy0LRpU4nSEpGt0mg0CAsLQ0JCgtRRbF5UVBRCQkIs0t87C4BERER0B7VajV9//RW//PILkpOT77hfZmePaW/Mh4fcOk7FJNumLSvDtdSzOH/8ENIunsP4pyLh7eGOoA5tENyhDTb+vgqvvPIKRo0ahYcffhgTJ06Em5ub0a9z8eJFLFu2DL/88guOHTt2x/12MjuseWsJ2jVtbYq3RVStMm0Zjpw7ha1Hd2Nv8mEsfXkhXN1c4dHaH56KAPz2zwY8/sTjGDFiBB566CFMnjwZnp6eUscmIiIrxQIgERERic6cOYNHH30Ue/bsueM+O3sHtO7SA227B6NVp25wcjW+wEJkDmu/+hDXzv83oJKHhwcmT56Mhx9+GMOHD4d9Df1OXr58GQ899BD++eefO+5zsLPHoK59MSpoMAZ37Qu5h7fJ8xPVxhNfv47dJw6I111dXTFx4kQ8/PDDGDlyJBwd2e8kERH9hwVAIiIiEmmystCsaTMU6J1u2TSwI9oH9Ufb7sFwZtGPrIxWq8X+jb/jbNK/yMvKvOP+Jk2aYNq0aXj44YfRq1cv8bRhfUWFRWjRogXSb6aLt/VSdMX4viMwKmgIfFj0IysjCAIWb1iKP/79C5duXrvjfn9/f0ydOhUPP/ww+vXrV+lyT0REDQsLgERERA3Q0aNH8c0330AQBHzzzTe4eOMmdh5Nxr6TKfjzx0XIuHoJ7YLuRrte/XiaL9ULglaLq+fO4GzSHqgPH0BxYcEd07z77rvIyspCeno6li5dioLrWdCcvIoc9XW8//NC7DmVhPF9R2Bsn+Fo6d9MgndBZBxBEHBIfQJ/7t+Cjapt0ORl3zHNvHnz8Prrr0uQjoiIrAkLgERERA1EcXExfv/9dyxevBg7duwAALi4uOK1L3/A9ez/WvyVlhTDwdFJqphEdVZaUoKLp47gjOpfnD9xGIK2DDKZDLrdXnt7e+z5Zh1ciuzhcOv04MLiIjg7OrGlFNVbxaUl2HXiAP7cvwV/H9mNopJiyGQyHEz4F92G9hYHDyktLYWDg4PEaYmIyNK45SciIrJxFy5cQGxsLJYsWSKO4qtTqtXiyJEjaNymnXgbi39U3zk4OqJx60BkXruCGxdSkJ+dBf3fvB3sHHDw1AnsPvwvjqaexAODJ2Bkz0Es/lG95uTgiGHd+2NY9/7ILchDwqGduJB2GU7JOTh7fifknZtC3qU5or/8FGvXrsXTTz+NqVOn1mrAHCIiqn/YApCIiMgGabVaJCYmYvHixVi3bh20Wm2F+30aN0OXAcPQPrg/nFxcJUpJZFqCIOCqOhkndm/FuaNJELRlFe5v1rgF7h1+P5SDxsLR0RmPvjgOuXk5AABfDznuHzgGU+4Zh+Z+jaWIT2R2ZWVlCHnvEVy7Wf5jkI+PD2bMmIEnn3wS7du3lzgdERGZEwuARERENqisrAzt27fHuXPnxNtkdvZo2y0IXQYMQ1NFB7Z2IpsjCAJ+X/g+bl65KN5mJ7ND3173YOyI+9Gza1/Y2ZWfBnnxSirmfTUb5y+rKzyHTCbD0LvuxgODx2Ng597i9ES24ErGdTwf8x5OXDxzx30jR47E008/jbFjx/IUYSIiG8QCIBERkQ3IzMyEj48PgPLWf0nJqXj7/TnYtOInuHv7oPPdQ9Cp3yC4ecmlDUpkQkX5eXB2cwcAyAQZujRqguSd27FoyXzIvXwwauh9GD30PjTyb1Lp4wVBwPHTh7B+Szx2HdiKsrKKLQbbNGqBx0dOxYR+IXC0Z0GEbIMgCDiSegortq/FRtU2FJeWVLi/TZs2eO211zBz5ky4uLhIlJKIiEyNBUAiIqJ67OTJk4iOjsbKlSuRdPAQruaXYkvSCaRn5aAwLwdX1clo3aUn7G4NdEBkC7LTb+Dwtk1IPrALoS+8g5CgAWhq5wmUAIVFBfg3aTsG9hkORwdHg58zQ3MTf/3zBzZuXY30jP/6yvTx8Ebi3F/h6sRCCNmezNws/L5nE1ZuX4dLN6+Jt3t4eOD8+fPw9eUo8EREtoIFQCIionpo//79mDdvHtasWSMObtDtnuHof99DEicjMp+bVy7i0NaNUB/aJy73g/uHIOqpuSZ7jbKyUuw7tAt/bF6Bo6eSMHPqU3j+vsfglJEN3DptvrikGE4cLIdsiFarxc6TB7D079+w66QKj987DR9//DG8OzSBnUP5D0hFRUVwdnaWOCkREdUWC4BERET1hCAI+PvvvzFv3jxs2bKlwn1Orm7oPmQUgpTjJEpHZD7Xzp3Bob834MLJIxVud3VxwzhlKB4Ne9osfVqePHMULZq1hqe7F1wc7eAjE5B1To1Jc8Mxqf8oPDr8fjSS+5v8dYmkdOLCGQR4+yHA2xcOrk7wuasF0NwdXXt2w5QpU/Dqq6+idevWUsckIiIjsQBIRERk5bRaLf744w/MmzcP+/fvr3Cfm5c3ug0eic53D+FovmRTBEHAxVPHcOjv9bh2ruKABV6eckwc9QDGjrgfnu5eFs31w4ov8NuGZQAARwdH3NcvBDNDpqJ1o+YWzUFkSTGbl+GLP34AANjb2+PBBx9EVFQUunbtKnEyIiIyFHszJiIisnKrV69GaGhohdu8/Bqhx7DR6NB7AOyN6OeMqL64cvYUNn3/eYXbAnwbY/K9D2PkkAlwcZaqTz47ODo6oaSkGCWlJYjbtQG/7d6EUUGD8czY6VA0aSVRLiLzEbRauDq7oKCoEGVlZVi6dCmWLl2KiRMn4v3330ePHj2kjkhERDVgC0AiIiIrd/hMKoYO6AdN+g34NWuJHsPGQNG9Nwf2IJvW0ssH3819DecvpKBF0zYIGzcdQ/uPgoOD9L9fZ2hu4o/NK7B+SzwKCvPF2+1kdpg8YBSevnc6mvgESJiQyPQ0uVn4Zdsa/LJtDbLzc8TbZTIZHnzwQcyZMwcKhULChEREVB0WAImIiKzInj17sHv3brzyyis4df4K1u05iLOXryP12EHY2dujZaduZunrjEhK6ZfP4+KpY+g1YiyaeXijp09zOBbZIenovygsKsTdQYNhZ2cndcw75OblYMPfv2HNphXIyskUb3d2dMK3T3+Efh17SheOyEzyCgsQt2s9/pcYhxtZN8XbHR0dERcXh4kTJ0qYjoiIqsICIBERkRU4ceIE3njjDfzxxx+ws7PDywsWIRscZZRsW1b6dRzYtAYph/YBAObP/Q7dWnWTOJXxCosK8MfmlYhf/zPyC/Lg7+OPze/9BFdHjphKtquopBgrtq9FzKZl0ORlw9vDC8knTqFRy6ZSRyMiokqwAEhERCShCxcu4L333sNPP/0ErVYr3t5lwDDcM/lhCZMRmU9+dhaSEtfh5L/bIWjLxNuH3D0SkU9/IGGyusnOyULcnz+hVfO2uHf4RPjbC3C5mQ0AOKQ+ga6tO8DRXvpTmIlMKacgF/9LjIfc3QuPhoTCt0cr+PZqDXsnB+zduxc9e/aEszOL4UREUmMBkIiISAI3b97ERx99hEWLFqGoqEi83c3LG8EjJ6Jjn4GwY6GAbExxQT4Ob9uEo9sTUFpSLN7u5SnHAxNm4N7hk+HoaFstX10c7VCUdhkTXw5DM99GeH78DIzqZZ2nNBOZioOrE6DwQtDYe+Dr64s5c+bg4Ycfhj37riUikgwLgERERBZUVFSEzz77DPPnz0d2drZ4u5OrG3oOG4O77hkBBye2lCDboi0rxfFdW5GUuA5F+Xni7a4ubpg0+kFMGjMNbq4eEiY0r89i3seWXRvE611bdUDU/U+id/vuEqYiMq95cYuxdOvv4vWuXbvik08+wejRoyVMRUTUcLEASEREZEHff/89nnjiCfG6vYMj7hqkRM9hY+Ds5i5hMiLzOXdUhYSfFovXHewdcO+IyZg6YQbkXr4SJrOMU2eP4n+rFuPoqaQKt4/tMxyvTQpHI7m/RMmIzOfkxbNY+Mf32Hlif4Xb77vvPixcuBBt2rSRJhgRUQPFAiAREZEFnT5/GUMH3YPrly+gY597EDxyAty9faSORWRWLTy9sWLhXJw8fRhD+4/Cw/dHoElAM6ljWZQgCFAd/Rc/rVoM9YVk8XY3Z1c8O+5RPDT0PvYPSDZpX/IhfLbmOxxJPSXe5uLigjfffBOvvvoqXFxcJExHRNRwsABIRERkJoWFhdiyZQvGjh2L7LwC/LZ9P/aeSEHapVTY2dvDt2kLqSMSmZy2rBQXTh1Dm6494eHkgv6N28CtyAEXLqtRWFSIDoouUkeUVJm2DH/9sxY/rVqMnLz/ugFo17QNvop4H60bNZcwHZF5CIKAdfsS8fHqWNzMzhRvDwwMxO+//47u3Xk6PBGRubEASEREZAbr16/HCy+8ALVajS9/XIYz2SUoLC6ROhaRWV05ewq7Vv+KzOtX8MrsjzG862BAW/PjGqLsnCz8HP8NNm1bA0EQ0My/Kf586zu4sA9QsmE5BblYtP5n/LptDcq0WgT4ByD5TDLkcrnU0YiIbB4LgERERCakVqvx4osvYt26deJtjdu0w4RnXodMJpMwGZH55GVlYs+6lVAf+q+vr9bNFfj6w1852m0NzqhPYvHPCzB1wgzcO3A4vDKzISstA1DeaorbDbJFyZfVmLvya0weMBqPPPAgGg/sAEcvVwBc7omIzIUFQCIiIhMoKChAdHQ05s+fj6KiIvH2poqOGDjpQZ7uSzaprLQUR3ckIClhHUqL/1vuOyi64unpr6G9orOE6eoPrVYLmUwGmUwGB3sZGjkAV08cx8vfz8VrkyPQv1OQ1BGJTE53GCqTyWDnYA+/oNYobOSIcePHYe7cuRg3bpzECYmIbAsLgERERHW0Y8cOzJw5E2fPnhVvc/Pyxt3jpyKwZ1+2ZCCblHYxFdtW/oDMa5fF27w8vPHY1GcRMmgcW/7VgSAI+GDhy9h7aDcAYGK/ELwe9jS83TwlTkZkXlFLo7FuTwIAYPLkyfjmm2/QqFEjiVMREdkGDjVGRERUS4WFhXj99dfx5Zdf/teSwc4e3QaNQFDIBDi5uEqckMj0tGWlOPDXWhzeuhGCtryDP5lMhjHDJmN6aAQ8PbwlTlj/FRTmQZOTJV7/Y28C9pxKwvsPvoQh3e6WMBmR+RSVFOPGzTTx+u+//45//vkHixYtwpQpU/hjGhFRHbEFIBERUS2VlJSgT58+OHz4MACgcetADAp7FL5NOIon2S5Bq8Wf33yMq+eSAQCKVh3w/ONvoH1bnu5rSlqtFn/9sxbfr/gS+QV54u1sDUi2TBAErD/wNz5atQgavVGy77//fixevJitAYmI6oAFQCIiolpSX7mB6CU/48d5byM4ZALuGhzC0x7J5rX0kqNxvoCX3ngM942ehinjHoODA08qMZe0m9fx1Y/zoDqyR7ytkbcfWwOSTbuZk4kPVnyJvw7uEG/z8/PD4sWLMWXKFAmTERHVXywAEhERGWjHjh3w9vZG5y5d8MfOJCSqjkOAgOKCfDi5ukkdj8gs0i6mQtBq0axtOwxsFgh5sTMAIC8/F+5uHhKnaxgEQUDC9nVYsuzzCq0BZyqn4NXJ4RImIzIfQRCwSbUNH6z8qkJrwPDwcMTExEiYjIiofmIzBSIiohrk5+fjxRdfxJAhQ/DAtAfx3g/xSFAdg4Dy39BY/CNbVFZagn0bf8earz7E9hXfY7hPW7H4B4DFPwuSyWQYOWQCFn+0HMHd+4u39+3M0YHJdslkMozpPQzr3vkeI3sNEm+/5+4BEqYiIqq/2AKQiIioGjt27MCMGTOQkpIi3jYodDo63z1EwlRE5lXZCL+PTXkGYeOmS5iKgP9aA6ZePIvnZryKRmWlcMjOq/mBRPWYIAjYlPQPdp9UYe5jkWg6qCO8OzWVOhYRUb3CAiAREVElSkpK8NZbb+Hjjz8WR/i1d3BEnzGTcNcg9vVHtkmr1eLQ3+uh+mutOMKvg70DHpg4E2HjHmVff1bK39Ue7mkavLP0E0zop0TfDj2ljkRkdl6BjdFkSEe89NorGD16NO69916pIxERWTUWAImIiG6TmpqKadOm4d9//xVva9ymHYZMmQF5oyYSJiMyn/xsDf5etgRXzp4Sbwts3REvzXobbVu1lzAZGWLb7vX4+Ns5sJPZ4al7H8aTYx6CvZ291LGIzGrryb145qs3AQCvvvoqPvzwQzg5OUmciojIOvFnXCIiIj2rV6/GzJkzodFoAAB29vboM2Yyug0eyVZ/ZLMuJR/H1mXfoSC3vKN9O5kdpk6cgQcmzGSrv3pit6p8tFStoMWi9T9jf/JhLJgxG43k/hInIzKfv1U7xcuffPIJtm/fjhUrVqBt27YSpiIisk5sAUhERHTLmTNn0KlTJ2hvnfro6euPEQ9HoFErhcTJiMwnP1uDZR9GQVtWCgDw8wnAa0/NQbdOHGCiPinTliHuz5/x62+x0Arl2zBfDznmPRqJQV37SpyOyDwEQcAvW1fj49WxKL21DfP29sb333+P+++/X+J0RETWhQVAIiKiW0pLyxD22BNY8+v/0LZ7MAaHPQZnjvBLNs4OMuQcVuHXpYvQu3t/vBz+Lry9fKSORbV07PRBLFj8Nm5mpom3PR4yFc9PmAFHe7bmJNt07PxpvPL9XFxMvyre9tRTT+Gzzz6Di4uLhMmIiKwHC4BERNSgCYIAmUyGG5lZWPLnNqRevYHUYwfRtnswZDKZ1PGIzEK33Pu5umOAX1vIigTs3P83BvYexlPdbUBWjgYLY+dg/+Fd4m092nbGJzPfQnO/xhImIzKfnIJcvLfsc2xUbRNv69GjB1auXImOHTtKF4yIyEqwAEhERA1Sfn4+nn/+eXTt2hX3jJmIXxJ2obC4ROpYRGZVVlqCvevj4eTsisenP4M2dj6AVupUZA6CIGDNpuX436pF4qmRE/oqMf+x1yVORmQ+giAgftcGfBS3CEUlxQCAcePGYd26dRInIyKSHguARETU4Bw/fhxTpkzBiRMnYO/ggPFPv45GrdhhONm27PQbSPzlW6RfOg+ZTIa5kV+hZ9c+UsciMzudchzRi9+CVluG3z/6CX5lPA2YbF/yZTVe/n4uMnOzsHvDNnQa1FPqSEREkuMeABERNShr1qzBww8/jLy8PACAzM4eeVkZAFgAJNt1KfkEtiz9BkUF+QAAe3sHpGfckDgVWULHwK746oOlSMu4jmxXH7i62MEtTQPIZOKp4ES2pkNzBVZFLULqjUsQjt3ENZxGowHtYWdvx+WeiBosdvJCREQNgiAImDt3LiZNmiQW/3ybtsDkF99G227BEqcjMg9BEHBsRyI2frdQLP41b9IKn737A5SDxkqcjizF3c0DbVoEAgCuF2pxs5Ev0vOz8MhnL+HEhTMSpyMyDzdnV3Rp2R4AkHnsEi6sUSH90nUMGzYMO3fulDgdEZHl8RRgIiKyeXl5eZgxYwbi4uLE2wJ79cOQKY/BwdFJwmRE5lNWWoKdv/+K0/t2iLf17TUIrz35HtxcPSRMRlIrKS3B2wuew9FTB+Hi6IwPH3kVY3oPkzoWkVmVacvwbMy7+Ofov3B0dMTixYvxxBNPSB2LiMhieAowERHZtAsXLmDixIk4dOhQ+Q0yGfqOmYwew8bwFCCyWfk5WUj4aTGup54Vb5sy/jE8cn8ER/klFBTko6S0fGCQwpIivPLDhzh9+RyeH/8Ylw+yWYXFRSi+NTBISUkJZs2ahSNHjuDTTz+Fo6OjxOmIiMyPLQCJiMhmCYKAPn36QKVSAQAcnV0w/KFwtO7SQ+JkROa1PuZTXD5zAgDg5OiMF554E0P7j5I4FVmTkpJiLPpfNBJ2/CneNqx7f0Q/+jo8XN0lTEZkPqVlZfj49xgs3fq7eNvw4cOxatUq+Pn5SZiMiMj8WAAkIiKbtmbjXwibOB5uXnKMmvEcfJo0kzoSkdm5FxQidl4UXJxd8faLH6N9285SRyIrJAgC1v61Et8t+wJaQQsACGzaGoue/ACtAritJNv12+6NeH/5FygtK28Jq1AosHbtWnTt2lXiZERE5sMCIBER2axdR5Pxa+JuXDh9HH7NW8LFjf2eke0LbtIKLbReOH76EJo2bglfOVu1UPWSjv6L+YveQl5+DgDAy80TC594G/07BUmcjMh8klKO4YXY93AzRwMA8PDwwK+//ooJEyZIG4yIyExYACQiIptx8+ZNLFy4EO+88w7+2H0QiarjUkciMrviwgIc+nsDeodMRIiiCzyKOLANGe/ytQuYs/A1XLqaCgCwt7PD72/EoH2zttIGIzKjqxk38FzMuzhxsXw0bJlMhh07dmDgwIESJyMiMj328ktERDYhNTUVAwYMwIcffohR9z/A4h81CPnZGqxbHI1Df2+AetMfcC9kR/ZUO82btMJn736PPj3KCx+Tht/H4h/ZvKa+jbD0lYUYEzwUADBRORYDBgyQNhQRkZmwBSAREdV7R44cwejRo3H16lUAgKuHF0JfeR+unl4SJyMyn6y069iw5DPkZKQDANzdPPHVBz+jMftuozoo05Zh87Y/EDJ4PFp4usAtTSN1JCKzEwQB8bs2YFzfEWjStQ2aDOsMO3u2lSEi28ICIBER1Wvbt2/HhAkTkJWVBQDwDmiCe2e9BE9ff4mTEZlP2sVUbPzucxTmlffZFuDXBB+89gVaNmsjbTCyOb5uDvC+kYnjF5LRplELuLu4SR2JyOzcW/ii+ahuOH7qBFq0aAFfX1+pIxER1RkLgEREVG+tXr0a06ZNQ1FREQCgUSsFRj/+PFzcPSVORmQ+l5KP46//LUJpcfly37pFIOa8+jn8fRtJnIxs1Y3rajz39hNo3ag5vn3mQ/h5+kgdicjsrhRn4oG5TyEgIACbN29Gy5YtpY5ERFQnLAASEVG9FBsbi6eeegparRYA0LJTNygfeQqOzs4SJyMyn7MH92Lbiu+hLSsDAHTt2BPvvPgJPFj0JjPRarV49s2HcP6yGgDQKqA5ljw3Dy39eao52S5BEPDQJy/g0LkTAIAWLVpg8+bN6NKli8TJiIhqjx0bEBFRvSIIAubMmYOIiAix+Nc+uD9GzXiWxT+yaUd3JODvX2PF4l//4CH44LUvWPwjs7Kzs8Prz34otjC9kHYZD33yIk5ePCtxMiLzkclkiJ7xOloFNAcAXLp0Cffccw92794tcTIiotpjAZCIiOqVwsJCrFmzRrzefehoDJ06E3b2DtKFIjIzbVkZzh1RiddHD7sPs5/9CM5OLhKmooaiVXMFPnn7O7GPyfTsDDy68GXsSz4kaS4ic2rp3wy/vvo5urbqAADIzMyEUqnEunXrJE5GRFQ7PAWYiIjqFUEQEPPbBkQ9NRNd7h6K7kNHSR2JyOxkggz9/JpgzrvP4+6gwXh4cjhkMpnUsaiBycnNwnufvYJTZ48CABwdHLHgsdkYFTRY4mRE5pNXmI/nY9/DnlNJAAB7e3ssWbIEM2bMkDgZEZFxWAAkIqJ6o6xMix83bsf+02qUFhfBwYmn/JLtc7Czg7J5RzgX2aOwqBAuzmz1R9IpLCrE/K/fwP7DuwCUnyr59tTn8cDg8RInIzKf4tISvPHzAmw4sFW8bf78+YiKipIwFRGRcXgKMBERWbWsrCw8++yzyMjMxOI/ErH/dHlH9Cz+kS0rLS7CrtW/oqygAKObd4ZzkT0AsPhHknNxdsFbLyyActBYAOWtsj9Y+SXOXEmVNhiRGTndau36yLDJ4m2vv/46+wQkonqFBUAiIrJamZmZCAkJwaJFi9B7wCAcPJUidSQisyspKsLG77/A8V1/Y9sPXyE/I0fqSEQVODg44MUn3kbo2OkAgNmPR6H9rf4BiWyVnZ0dXg99Ci9NfBwA8Nazr2HAgAESpyIiMhxPASYiIquUkZGBkJAQJCWV97nj4u6BCc+8DnmjphInIzKf4sICbPr+C1w7dwYA4Obqjo9eX4T2bTtLnIyocqdTjqNjYFc0dZbB5Wa21HGILOJI6il0b9MJ/kFtENAvUOo4REQGYQGQiIisTnp6OkJCQnDo0CEAgKuHF8ZGvALfpi2kDUZkRsWFBdj43ee4nnoWAODu5okPXvsCHQO7SpyMyDBNXezgkp6FM1dS2SKQGgy/nq3RqH87nDhxAp07d+YATURktXgKMBERWZX09HSMGDHiv+KfpzfGPfUai39k04oLC7BxyUKx+Ofh7oUPo75i8Y/qlauFWqxN3odJH4Zj8YalUschsoibh85j+affoVevXnj55ZfB9jVEZK3YApCIiKxGRkZGheKfm5cc4558DfJGTaQNRmRGJUWF2KBX/PPy8MbcqK8R2LqDxMmIjHPl+kU8+fpUlJWVAQBemDATEaMflDgVkXmlZWVg1DuPoLCkCADw6quvYsGCBWwJSERWhy0AiYjIKmg0GowcOVKv+OeN8U9FsvhHNq2kqAibvv9CLP55unvho9cXsfhH9VKzxi0xY+pz4vUv1v6A7/9aKWEiIvML8PbFm1OfFa9/8skneOONN9gSkIisDguARERkFT788EOoVCoAgKunF8Y9GQnvgMYSpyIyr2M7E3FVnQxAd9rv12jbqr3EqYhqb9LoaZipVwz5dM0S/G9LvISJiMzv/gFj8N6DL4rX58+fj3fffVe6QEREleApwEREZBWyc3Jx95DhSD1zGuOefA0+TZpJHYnI7Bwhw9HfV0B1aDc+jPqao/2SzVi17n/4Ke4b8frssGfwyLBJEiYiMr8V29dizoovxevvv/8+3nnnHQkTERH9hwVAIiKSXElpKRatTsQx9QXkaTLg5d9I6khEZudoZ49RzTsDBWW4dv0ymjdtJXUkIpNavuZ7/PJ7rHh93vRITLx7pISJiMzvl62r8VHcIvH6l19+ieeee66aRxARWQYLgEREJImysjJkZ2fD09ML36zdgmPnLkkdicjsBEFAUX4e3Nw9MbplZzgWsTcWsm1Lf4vBij9+AADY29nh6yc/wJC7+kmcisi8ftoSj+jfvgUAyGQyLF++HFOnTpU4FRE1dNzrJCIiixMEAS+88AL69euHeT8sZ/GPGgzV5j/w28L30UnmzOIfNQgPTw7HOGUoAMDB3hFl2jKJExGZ36MjQvHkmIcAAPb29uLI2EREUmILQCIisrgPP/wQb731FgDAXe6LqVEfwsHRSeJUROZ1fNff2LX6VwCAl6ccSxbEw8PdU+JUROZXpi3Dov9FQzloLEZ16gaHrDypIxGZnSAImB//DYbc1Q9hLzwGr0B2b0JE0mIBkIiILOq7777DrFmzxOtDH3gcHXoPkDARkfmpDx9A4i/fArd2uyIefhkTRvJ0MGp47OyAFtpS2OcWSB2FyGJkdjK0uLcHPFr6SR2FiBownntCREQWs3btWkRERIjX+44NZfGPbN6Vs6fw97IlYvEvbNx0Fv+owdJqgSv2jtC6OmHNv38hKz9H6khEZidoBVzefBQFN7KxYsUKXLt2TepIRNQAsQBIREQWsXPnTkydOhVarRYA0G1wCHoMHS1xKiLzSr98Hpt//AraslIAQMigcXg07GmJUxFJq6RUiw9+/w5v/LwAz3zzNgqLi6SORGR2ZcWleOvp1zBt2jSMGTMG2dnZUkciogaGBUAiIjK7Y8eOYfz48SgsLAQAtOvVD3ePmwKZTCZxMiLzyb6Zho3ffY6SovLlvm/Pe/DczNlc7qnBy8y6ic3/rAMAJKUcwys/zEUpB0kgG5dTkIflW9cAAA4dOoRJkyahqIjFbyKyHBYAiYjIrC5cuIDRo0dDo9EAAFp06IohU2dCZsevILJdBTnZ2LDkMxTklLfw6NSuG6Ke+RD29g4SJyOSnq/cH++9shCuLm4AgK1H9mDOis/BrsnJlnm5eWDJs/PhfWvwp7///huPPPIIRwgmIovh0RcREZnVTz/9hMuXLwMAAlq2RcijT8PegUUQsm0ph/cjO/0GAKBlszZ47+VP4eLsInEqIuvRvm1nvPl8NBxuFcXjd23EovU/S5yKyLwUTVrh26c/gqtT+fdBXFwcXnnlFYlTEVFDwVGAiYjIrIqKS3DvA49AtWMbJjw7G64enlJHIjI7Z3sH5KuSsHbjSnz8ViwC/BpLHYnIKm3/NwELvnlbbP332RNvY3TQEIlTEZnX9uP78Mw3b6HsVr/IsbGxmDVrlsSpiMjWsQBIRERmIwgCvvljCw6nXEBJUSEc2QKKGgCZIMPoVp3hVGSHgsJ88TRHIqrc7xt/xffLvwQAuDg645dXP0eXlu0lTkVkXr/t3oi3f/kUAODo6Ii///4b99xzj8SpiMiW8RRgIiIyOd1gHyv//heHUy4AAIt/ZPNKS0oAAINaBMKpqHwXi8U/oppNGv0gRtwzFgBQWFKEZ799BzdzMiVORWRe9w8Yg+nDJwMASkpKMHnyZFy4cEHiVERky1gAJCIik/r3338RGBiIT2J+wNZDJ6WOQ2QRGVcvYcW81yG7fAk+JSx2ExlDJpPh2cei0DGwKwBAKwhIy8qQOBWR+b06KQIDOgUDALRlZWKfyURE5sBTgImIyGQuX76M3r1749q1a7Czs8e9Ea+gWWBHqWMRmVVhXg5WfzEXORnpkMlkePvFj9Gv1yCpYxHVOxmadCz+6WO8Mut1dBYcIeNhCjUAmrxsvPPLZ3jzsRcx6KmJsHfmQGlEZB4sABIRkUkUFBRg8ODBOHDgAACgaWBHjA1/GXb23JEl26UtK8X62M9wNeU0AKBdm06IfjOGI/4S1ZGvmwO8b/A0YGpYPFr5ocW9PSCTyaSOQkQ2iKcAExFRnQmCgCeeeEIs/nn6+CNk+lMs/pHN2/3HSrH4J/f2xdsvLmDxj8gEMvJLUejvjTJtGc5dvyh1HCKLyL1wE2n/pkAQBJw6dUrqOERkY1gAJCKiOluwYAGWLVsGAHBwcsbIGc/Cxd1T4lRE5nVizzac2P03AMDBwRFvPb8A/r6NJU5FZDtSMrLx9JL3MO3j53Eh7YrUcYgs4uLeU5h870T07t0bR48elToOEdkQFgCJiKhO1q9fj9mzZ4vXh017An7NWkqYiMj8rqacxq7Vy8Trz82Yjc7tu0mYiMj2/BT/LXYc3oPs/Bw88+3byC3IkzoSkdl999cKrNm0Dnl5eZgwYQLS09OljkRENoIFQCIiqrXk5GRMmzYNuu5ke4+6D227BUmcisi8cjUZSPh5MQRtGQDgvlHToBw0VuJURLbn0bAn0bJZGwBAytXziPppPth9Odm68FEPomurDgCA1NRUTJkyBWVlZRKnIiJbwAIgERHVSklJCaZOnYqcnBwAQNvuweilHCdxKiLzErRa/P1rLArzcgEAQXf1w8wHnpU4FZFtcnP1wDsvfQIPdy8AwNYje7B06+8SpyIyLxcnZ3wV8T78vXwBAFu3bsUHH3wgcSoisgUsABIRUa04OjrihRdfhJOzC+SNmmLo1JkctY5snszODj0Gj4S7uycC/Jog8ukPYM/BbojMplnjlnjtyffF65+sXoJj509LmIjI/Jr4BODzWe/A3q78cH3OnDnYunWrxKmIqL6TCWxHT0REtfTz5p1Yv3U7hDItfJo0kzoOkUUMa9EehVcykJ2bhXZtOkkdh6hB+GHFV/htwy8AgJb+TRE/+xt4unpInIrIvGI2LcMXa38AADRt2hSHDh1Co0aNJE5FRPUVWwASEVGt7D6WjF3HkiEPaMLiHzUYnfwaw6vYGY38m7L4R2RB00OfQsfArgCAi+lX8e6vC9kfINm8WSMfwIBOwQCAq1evYvr06dBqtRKnIqL6igVAIiIyWElJCTZt2oRLNzKwLHGP1HGILELQanHhxGF4Ojmjo1OA1HGIGiQHBwdEPT0X7m7lrf42Jf2DdfsSJU5FZF52dnaY/9jr8PPyAQBs3rwZixYtkjgVEdVXLAASEZHB3nzzTYwZMwYTpzyAgsICqeMQWcShrRux6YcvcWDlz8jPzZM6DlGD1TigGV54/C0AwJh7RmNEj4ESJyIyP38vHyx4bDZkMhlGD1bioYcekjoSEdVT7AOQiIgMsnHjRtx7770AADt7e9z3/Fvwb95K4lRE5nXt3Bms+2YBBK0WMpkM82d/g7s69ZI6FlGDdvLMUXRufxdaC6WwyyuUOg6RRRxSn0DPtp3RcnwveLT0kzoOEdVDbAFIREQ1unz5MqZPny5e7zc2jMU/snmFebnY8ksMhFv9LT0wcSaLf0RWoHP7bgBkuOHsAnD0eWogeiq6ADIZrm45gdL8IqnjEFE9xAIgERFVq7S0FA8++CDS09MBAK269MBdg5QSpyIyL0EQsG3lD8jLygQA3NWxF6ZNnClxKiLSV1BchuwAb1y+eR3bj++TOg6RRZQWFOPq1pO4du0a/vjjD6njEFE9wgIgERFVa+7cudi+fTsAwN3bB0OnzoSMLS7Ixh3bmYgLJw4DALw8vPHaU3Ngb+8gcSoiut2fO/7G5HlP4qXv5iD1+iWp4xBZxF+b/0L3rt0wZcoUHDx4UOo4RFRPsABIRERV2r9/Pz744AMAgMzODiMejoCLu4fEqYjMS3PjKvatjxevvxzxLvx9G0mYiIiqsjdpO3Lyc1BQVIjZP0ejTFsmdSQis9txYj/SMtJRXFyMRx55BEVFPCWYiGrGAiAREVWqqKgIM2bMgPZW/2dBynFo0ra9xKmIzEur1WLbyh9QVloKAJg4cir6cKRRIqv15PRX0axxSwDA4XMn8dOW3yRORGR+L018HJ1btgMAHD9+XPyxloioOiwAEhFRpT788EMcP34cAODXvBV6jRgrcSIi8zu2MxE3zqsBAM0at8T0sKclTkRE1XFxdsVLs94Wu6b4ct2PUF+7IHEqIvNycnDER49EwuFW1xTz58/HgQMHJE5FRNaOBUAiIqrUzJkz0T24D+zs7TF06kzYsf8zagDa9eyLnkEDIJPJ8NKst+Hi7CJ1JCKqQZcOPTBx5AMAgOLSEry59GOeCkw2r2MLBZ4a8zAAoKysDI899hhPBSaiaskEQRCkDkFERNZHfeUGFiz/E2mXzsO/RWup4xBZRBMPL/R1bYmzqafQvm1nqeMQkYEKiwrx3FsP48r1iwCAVyeFY2bIFIlTEZlXSVkpHljwLE5ePAsAePPNNzF37lyJUxGRtWILQCIiukNRcQl+2PAPBIDFP2owZIIMfeStIJPJWPwjqmdcnF14KjA1OI72DjwVmIgMxgIgERGJzp49i5ycHMRt24e0rByp4xBZRE5GOory83B38zawK5Y6DRHVVmWnAusGsiKyVZWdClxczC8zIroTO3QiIiIA5aP+3nfffdBkZaHn2AfQvD1bQJHt02q12PJrDPI1mWg980006jVI6khEVAePhD6JfYd2Ir8gF4+NCIOdHds71EePfxmJV+6bhS6t2hv1uOz8XMTtXI/dp1TwdPUAAOQU5GLKPeMwKmiwOaJahSdGPYDEwztx6eY1vPLyK3B0dJQ6EhFZIfYBSEREAIA33ngD8+bNA1B+2u+k59+CjAdOZOMOb92EvevjAJSP+rt43nI4OvDAiag+S714Fj7efujYyA+u6VlSxyEjZOfn4qXv5mDPqSR893w0BnQKNvixJy6cwUvfzcGUe8bh8ZFT73hOAFj4xDvwcvMweW5rcO76Rbg5u6Lr8N4I6BcodRwiskI8siMiIuzfvx/R0dEAII76y+If2TrNjas4sHk1AIij/rL4R1T/tWnZDt5ePrhRrIXgxHXa2l1Mv4Ldp1R4d9lCjHz7Yew5lWT0c2Tn52LmF69hZK/BFYp/AODl5oHvn1+ArLwcsRBoi9o2bonGcn/cPHgehensxoWI7sSjOyKiBq6kpAQzZ84U+0kKChkP36YtJE5FZF6CVot/Vv6IstJSAMB9o6ahS4ceEqciIlPSaoEM7/LWXjc06RKnocq8u2whwuY9jc9Wf4eurdrjrw9+QUv/pkY/j66w98qkWVVO8/KkJ7DnVBK+/2tlrfPWB4Ig4No/pyBoBVy5ckXqOERkRVgAJCJq4L788kscO3YMAODfvDV6DhsjcSIi8zt9YBeun08BADRv0gqPhEZInIiIzEF9+TJe/Hkexs6ZySKgFXr/wZfw76drED/7G0y5Z1ytTs+9mH4Fe04lYVTwkGqnG9ApGF6uHliyeXlt49Ybl1LO46FJU6FQKHDmzBmp4xCRlWABkIioAbty5Qree++98isyGQaFToedPceHIttWlJ+HfevjxevPPBYFZycXCRMRkbnE/bkUf/27BXmF+fh4dazUccgMvrvVos+Q/gK7tu6A7IJc7D6lMncsSS3b9geWr41DUVERXnjhBbDbfyICWAAkImrQXn31VeTm5gIAOvcbjICWbaQNRGQB+zetRmFe+XI/qK8SPbr0ljgREZnLQ5NmwdPdCwCwfv/f2J98WOJEZGqbVf8AgEGnDre4Nc3mpO1mzSS1x0dORRN5AABg48aNWLt2rcSJiMgasABIRNRAbdu2DcuXl58G4+zmjj5jJkuciMj80i+fx8k92wAALs6ueOLB56UNRERm5eXpjUenPC1en7vqK5SUlUqYiEwpOz8X2QXlP+i0MKAA2LVVewDA8fPJZs0lNTdnV0SGPilef+GFF5Cfny9hIiKyBiwAEhE1UGfPnoWzc/lpj33vvR8u7sb3u0NU32SlXYejkzMAYNp9j8Pft7HEiYjI3EYOmYD2bTsDAM5cScWybWukDUQmc+zCafGyIf0HeruVtwY9cdH2+8Ub1Wsw7u7YCwBw/vx5zJ8/X+JERCQ1FgCJiBqoGTNmImLOZ+g+dDQ69h0kdRwiiwjs2Rcxn8dh0ugHMXHUA1LHISILsLezx9OPRkImkwEAvl7/M9KybkqcikwhJz/PqOk93dzFy9n5uaaOY1VkMhnemvocHG717bxgwQKkpKRInIqIpMQCIBFRA7V5/xEU2jvj7nFhsLPj1wE1DD0btUAj90Z44sEX4OjgKHUcIrKQDoouGDlkAgAgrzAfn6xeInEiMoWs/GxJHltfKJq0wqPD7wcAcUAQImq4eMRHRNQA3czKwYZ/2RE6NSzO9g5obS+XOgYRSeTRsKfFAUHW7UvEgbNHJU5EdWVsC0BTPbY+eXLMw2gs9wcArF+/HuvWrZM4ERFJhQVAIqIGZMeOHXj99dex/K+dKCkrkzoOkUXcvHIRu9YsQ3cvf4CLPVGD5e0px/Swp8Trm1TbpAtDJqHJM64Vn/xWH4ANibuLKyInR4jXV6xYIWEaIpKSg9QBiIjIMkpLS/HMM8/g6NGjcPeOxfinIuHl30jqWERmJQgCdv7+C66nnsVrR5IwN/IrtL01CiQRNTyjhk5E0tF/MWrwGIQFBkkdh0zEy5UDmVVndPBQ/H1kN4b2vgcvf/Wu1HGISCIsABIRNRDffvstjh4tP93J1cMLHr7+EiciMr+zB/fieupZAICbqwdaNG0tcSIikpK9nT3eemEBAKDECXDKyJE4EZlCdoFhA3po9Pr90x8QxNbJZDJ8PPNNAEDmsUvw68nvQqKGiKcAExE1ADk5OZgzZ454feDkhzjwB9m8stISHNi4Wrwe8cgrcHR0kjAREVmTdMEOwq2Rgal+krvX/pRe7wZ4OjAApB9IRWl+kdQxiEgCPPojImoAFi5ciLS0NACAokcfNG4dKHEiIvM7uecf5GSmAwB63dUXvbv3lzgREVmTohItCv28sD/5MK5kXJc6DtVCQ2rFZyraklKkq1Kxd+9eJCcnSx2HiCyIBUAiIhuXlpaGjz/+GAAgs7NHn9GTJE5EZH7FhQVISvxTvP7YlGckTENE1uhG+jVEzH0ej37+Cr7+8yep41AttPBvKl7Ozq/5NOBL6VfFy15uDbPfwPTsTDz83OO4++678dprr0kdh4gsiAVAIiIb99FHHyE3t3ynuFO/QfAOaCxxIiLzO7r9LxTmlfftNbifEu3adJI4ERFZGzdXd5xKOQ4A+GNvAs5cOSdxIjJWS70CYFZ+zSMC5+Tn3fG4hsbDxQ1HU08BANauXYtdu3ZJnIiILIUFQCIiG3b+/HksXrwYAGDv6IQg5TiJExGZX0FONo78sxkAYG9vj4fvj5A4ERFZIw93T0wZNx1A+Yjhn6/9QeJEZKyW/s3EEYAv6rXuq8qF9CsAgLs7NdwRoF2cnPHM2Oni9ddffx2CIEiYiIgshQVAIiIb9s4776C4uBgA0G2QEu7ePhInIjK/g1v+RElReQfno4ZMRPMmrSRORETWalxIGPx8AgAAW4/sQVLKMYkTkbFGBQ8BUPH03qrophkVNNismazdpP6j0aZRCwDAzp07sWHDBokTEZElsABIRGSjBEFAhw4d4OLqBmdXN/QYNkbqSEQW4ekXAHd3Tzg7OWPafY9LHYeIrJizkwsemjRLvP7Zmu/YGqqe0RXzdp9MqnHaPaeS4OXqgQGdgs0dy6o52NvjhQkzxeuzZ89GWVmZhImIyBJYACQislEymQyPznoKU6I+gnL603B2dZM6EpFFDBgxHj98uhpvvbAAvnJ/qeMQkZVTDhqLFk3bAACSUo5h+7G90gYiowzoFIwuLdvjr4Pbqx0IZHPSdgDArFHTLBXNqo3sNQjdWncEABw9ehTLly+XOBERmRsLgERENuz3Hfvh4uGJ5u07Sx2FyGL6NmoNDzdPBHW7W+ooRFQP2Ns7YHrok+L1hX98jzItW0NJJevWAE7GWDjrbQDAp2uWVHp/dn4uPluzBF1atsfjI6fWKZ+tkMlkeOm+J8Trb7/9NopudZ9BRLaJBUAiIhuVejUNx1MvSx2DyKJ8XNzgUewodQwiqmcG9B6KDoquAIDkK+ewfv/fEidqeLLzc7Fq55/ILihvxff9Xytx8dagHTVp6d8M8a9/g82qf/Dp6opFwOz8XLz03Ry08G+K+NnfmDx3fXZ3x17i6dCpqamIiYmROBERmZNMYCcXREQ2ZdOmTdiyZQsCut2NlLQsqeMQWcS11LM4m7QXLz/6Epq6NpI6DhHVQ4dPHMAb858BANx39yh8NP01iRPZvu//Wlllq73btfRvis1zllY7TXZ+LuJ2rsfuUyp43hodOKcgF1PuGdfgB/6oyvELyQib/zQAYOLEiVizZo20gYjIbFgAJCKyIYIgoH///ti7dy+cXFwx6YW34R3QWOpYRGa3cclCXDx9DC7Oroh+81u0a9NJ6khEVA8t+fVzDOw9EGObcxtCDcfCP75HcNeemPXxq7Cz40mCRLbKQeoARERkOtu2bcPeveWdl3v4+MHLny2hyPalXz6Pi6ePAQC8PeVo27KdxImIqL6a9dCLAIASOy0cs/OkDUNkIS9NfBwAkJtyA17tm0ichojMheV9IiIbMm/ePPFyz2FjIJPJJExDZBmH/t4oXp5878Owt+fvm0RUN1lOTlJHILK4dFUqeIIgke1iAZCIyEaoVCokJCQAADz9AqDo0UfiRETml5V2HeeOHAAAyL18EDJ4nMSJiMgW5BSWotTDBYfPnWRBhBqMosw85KjTsH//fpSVcSRsIlvDAiARkY3Qb/3XY8ho2NnbS5iGyDIOb9soHpxPHDUNzk4uEiciIltw7NRBTPvgKUz7+DnsOZUkdRwiiziSegqjJoxB37598dtvv0kdh4hMjAVAIiIbcOrUKfz+++8AAFdPb3ToM1DiRETml5eVieQDuwEAbq7uGDvifokTEZGtyMzOwPEzRwEASzYvlzgNkWXkFuTh3xPlBe/58+ez9SuRjWEBkIjIBixYsEDcSes2OAQOjo4SJyIyvyP//AXtrVOUxilD4e7mIXEiIrIVA3oPRfMmrQAAe5MP4fC5kxInIjK//p2C0LVVBwDAwYMH8ddff0mciIhMiQVAIqJ67uLFi/jll18AAE6ubujSf6i0gYgsoDAvFyf//QcA4OTojImjHpA4ERHZEns7e9w/9hHxOlsBUkMgk8kwS+/7VL97GSKq/1gAJCKq544fPw53j/KWT10HDoeTi6vEiYjMT3PjKhxvjdI5csh4yL18JU5ERLZm+MAx8PMJAAD8fWQ3zlxJlTYQkQUoe9yDto1bAgD++ecf7NmzR+JERGQqMoEn9hMR1Xu/btqGrxd9g/a9B8DVw1PqOEQW0cO3CY5t24o+PQaicUAzqePYnNy8HLzw7qP4/pPfDZ5+07Y12L43AdduXAEANGnUDGOGTcKYYZPMGZXIbFZvWo7vln0OAJjQV4n5j70ubSAiC/h9zya8tfQTAMD48eOxdu1aiRMRkSmwAEhEVM8VFZcgMmYFCotLpI5CZDEyQYYJLboCXOzN5s3o53Do+D6s/3lvjdPu3LcFX/4wDz279sGMqc+iaaPmAICDx/bh6//NR5OA5vgw6itzRyYyuYLCfMx4aSJy8rJhb2eHTe//jOZ+TaSORWRWxaUlGP3OdFzTpAEAjh49irvuukviVERUVzwFmIionttz/CyLf9TgdGnUhMU/M9q5bwsOHd9n8LTzvn4Do4fdhzeemycW/wCg11198cX7P+HMuZN4M/o5c8UlMhtXFzdMGDkVAFCm1eLnvw1rEUtUnzk5OGKGMky8/sknn0iYhohMhQVAIqJ66tixY8jIyMC2QxyZkBoOzY1ryM/JgsLZT+ooNis3Lwer/vzJ4Gm//GEe3N08MXPqs5VO4+HuiSnjH8Wh4/uwcetqU0YlsohxyjA4OToDANb8uxn5RQUSJyIyv/sHjoGXa3kf0ytWrMDNmzclTkREdcUCIBFRPTVz5kw0a9Ycyxd/htKSYqnjEFnE7jXLsHxuJD75/G3k5GVLHccm/bjqa8yYUnkxr7Jp8/JzMGX8o9VON3rofeXTr1xU13hEFufl6Y1hA0ZjYJ+h+HzWu3B1cpE6EpHZuTm7YvKAMRjS/W7ErYqDXC6XOhIR1ZGD1AGIiMh4+/fvx/79+wEAN69ehL2Do8SJiMwvK+06LiUfBwCcSjkG91stE8h0Dh7bB3c3TzTRO423Krl5Odi0dQ0AILB1x2qn9XAvf85rNy7j4LF96HVXX1PEJbKY52bOhkwmQwsHATJNrtRxiCzitcnhkMlkaNqhM+zt7aWOQ0R1xBaARET10DfffCNe7jpgGGQymYRpiCzjxJ5t4uWxwyfDzo67MaYWv35plafy3k6/j0BDCoZNAsqn2bl/S+3CEUlI9z2b7cgf3Kjh0C33GYcvSpyEiEyBe85ERPVMRkYGli9fDgBwcnFFYM9+EiciMr/S4iIk798JAHB0dIJy8HiJE9meH1Z+jRlTnzF4+mtpV4x6/sA25a0Ez5xjv6VUf2UXlELrwiIgNSxFGbnIv5wpdQwiqiMWAImI6pn//e9/KCwsBAB06DMQjs7OEiciMr+UQ/tRVJAPABjcVwlvT7m0gWzM1RuXkZefg3ZtOhn8mOzcLPGyp7tXjdN7eXgDAFJSTxsfkMhKlJSW4I8ju/D4l5HIyNFIHYfIIkrLyrB8yc8YNWoUUlNTpY5DRLXEAiARUT2i1WornP7bpf8wCdMQWc6J3VvFy2OVoRImsU1f/zgfz82YbdRjdAU9AAYNyKJfMMzNyzHqtYisxYo13+PNz9/AnlNJWL1ns9RxiCxi6dbf8cT7L+Kvv/5CbGys1HGIqJZYACQiqkcSExNx9uxZAEDz9l0gb9RE4kRE5nfjwjmkXUoFALRr0wkdFF2kDWRj4tcvxZhh9xn9uJoG/rhdXv5/RT+O4Ez11YhBY8XLK3esQ5m2TMI0RJYxrs8IONiVDwLy3XffoaioSOJERFQbLAASEdUjixcvFi93GcDWf9QwVGj9N+J+DnpjQldvXEay+gTu6TvC6Mfqj+R77cblGqdn339kC5o1bomgbncDAC7dvIadJw5InIjI/AK8fRHSaxAAIC0tDb/99pvEiYioNlgAJCKqJy5cuIB169YBANy9fdC6Sw+JExGZX2FeLlIOlY826+7micF3j5Q4kW35ceXXeH7mG7V+/P1jHwEApJyvvl+/3LwcXLvx36Ah+q0BieqbsSPuFy+v2L5WwiREljNt8ATxsv4P0kRUf7AASERUT8jlcsyLjoY8oAk63z0Edvb2UkciMjsHR0cMnDgNbVq2Q8igcXBxdpE6ks3YuW8Let3VFx7unrV+jplTn4W7mydWrfup2uk2bVuD0bU4zZjIGvXpORABfuVdcGw/vg+X0q9KnIjI/ILbdUO7pm0AALt27cLhw4elDURERmMBkIionvDy8kLfEWMRFjkXPYaNljoOkUU4ODljyoQH8fXcX/Bo2FNSx7EZuXk52Lh1DcYMm1Tn55r97EfIy8/BVz/Oq/T+nfu2AACaNmou3tYkoHml0xLVB/Z29uK6IwgCVv/7l8SJiMxPJpPhwSH/tQL8/vvvJUxDRLXBAiARUT2y92QKZDIZ7B0cpY5CZDEtXbwhk8ng5OQsdRSb8eOqr/HsjNdN8ly97uqLL+b8hEPH9+Ojr2bj6q3+AHPzchC/fimupV1B6NhHkJefKz6mLq0OiayBctBYsT/SP/dvgSAIEiciMr+xfYbD6dY+6IoVK1BSUiJxIiIyBguARET1RLomB+qrN6SOQWRRPi5ucCji7oopHTy2D+5unhVa5NVVuzad8P0nv2PMsEnYuHU1vvpxHnbsS8TAPsMRequfwOzcLABAExO+LpFU/HwC0L1zbwDAxbQrOJLKQW7I9nm6emBot/4AygcDSUxMlDgRERmDe9RERFauoKAAs2fPxvK1G6SOQmQxWq0W+zb8BjdNNlvWmFj8+qWYOfVZszx3r7v6YubUZ/HcjNkYM2xShSKjbqTgwNYdzfLaRJY2bOB/3XEcOHtUwiREljOuz3+jxu/cuVPCJERkLAepAxARUfXWrVuH+fPnAwB6jRiLPmMmS5yIyPyunD2JQ39vwKG/N2DsiPvx9KORUkeyCWdTT+HQ8X0YO72fwY/Rn9bdzROrvq1diw/dSMG97upbq8cTWZuBvYci7eY1hA4bi472HlLHIbKIwV374Jmx0/HAQ9NwzzT2SU1Un7AASERk5X755RfxcvP2XSRMQmQ5Z1T/ipd7dOkjYRLb0q5NJ6z/eW+N0x08tg9vLXgOAAya3hC6FoCD+ipN8nxEUnNz9cCD9z0BFyd7IEMjdRwii3BydMIzY6fDscQZgiCIfWESkfXjKcBERFYsPT0dGzduBAC4e/ugqaKDxImIzK+kqAipx1QAAHc3D/TpMUDiRA2Pp4eXSZ9v49bVAICBfYZzABCyOYXFZdC6u0gdg8iiSvKKkH85U+oYRGQEFgCJiKxYXFwcSktLAQCBvfpBZsfNNtm+8ycOoaSoCABwT58RHP3Xim3cuhpTnlQifv3SGqcDgBlm6nuQSGr5bi4QBAGlZWVSRyGymOwz18uX+1v7qkRk3XgkSURkxfRP/20fdLeESYgs52zSf6f/6neyT9Zn576/kZefIxb4Kp9mC1JST2PG1GdNOvIwkbVIz7iOL5d/g9HvTsf6/VukjkNkEenZmYj+8hN06dIFixYtkjoOERmABUAiIiulVquxe/duAIBPk+bwa9ZS4kRE5leQm4OLp48BAAJ8G6Nrh57SBmqgcnKzDZousE1HBLbpiBlTnqn0/rOppzDv6zcweth9CB37iCkjElmNGzev45ffv8fF9KtYt48FQGoYNHnZ+GLNDzh16lSFH6yJyHqxAEhEZKWWLVsmXmbrP2ooUg7tg6DVAgCG9B8FO572bnG5eRVb9MWvX4rcvJxKp50y7lEAQE5edoVpcvNy8MPKr/HCO49ixtRn8dyM2eYNTSShzu26oXFAMwDAv6cPIi3rpsSJiMyvXdPW6NKyPQDgwIEDOH36tMSJiKgmHAWYiMgKCYJQ4dfUdiwAUgPB03+l8/w705GSeucB3I8rv8aPK78GANw/9hHM1OvHz8PdEx9FLcKmbWvwRvQzyMvPRU5uNjw9vNCzax9898nvPO2XbJ5MJsOw/qOwYu2P0ApabDiwFY+OCJU6FpHZjes7AicungEA/Prrr5gzZ47EiYioOjJBEASpQxARUUVHjx5F9+7dAQBNFR0x/ulIiRMRmV+uJgPL5r4GAGjbsh2+/vBXiRMRERnm0tXziIiaAgDo0bYzlr/2lcSJiMwvLesmhr0xDVpBi44dO+LUqVNSRyKiavC8GiIiK6RQKPDrsuXo0HsAOvQZIHUcIotwcffAqMeeQ8iQ8Rg5ZKLUcYiIDNaiaWu0bhEIADiSegrp2ZkSJyIyvwBvP/RUdAEAnD59GsnJyRInIqLq8BRgIiIr5O7ujg69+mLoA49LHYXIYhwcnRAyZCQ6D28kdRSiBkUQBOTmZeOmJh2ZmnRosjNRUJj/319BPgqK8jF1/GNiX3cAsEf1Dxb/tAAlJcXQCgIEQQutVlv+XxAggwwymQzOTs5YvvivCq+5euMy7NiXCFcXd7i6uMLVxQ2uLm5wcXGDm4sbXJxd4erqjkZ+TdDrrr6WniW10q/XIJy/lAJBEPDPsX9x/4AxUkciMrth3fsjKaV88K5169bhlVdekTgREVWFBUAiIit1RH1R6ghEFtfazRcokjoFke0oLi7CtbTLSM+4gZuadLRurkCHWy12AECTnYHHXpqIkpLiGp9rwkglfOW+kEGAzE6Ap3sBMjTpNYeQCWjin43yfofsIAhARqYap1OO1/jQnl373lEA/Oir2cjNy4Gfjz985P7wk/vD99Zf44Cm8JUHSDKAUL9e92DVuv8BALYdZQGQGobh3Qfg09VLALAASGTtWAAkIrJCWq0Wx85dkjoGkUXZQQa3Eu6aENVG2s3ruHjlHC5dvYDL1y7gyrXy/zduXoN+l99Txz+M3j3aw8G+DPZ2ZQjwkaGsrNSg19Dmp8BV637rCuDnlo8m/r5wdHSAvZ0d7GQyyHT/Zbcm0wpwcnSAfXHFH7XKSgw7RbZlE2e08L8IyBwgoPzv1NmDuJlZ9eOdnVzQrElLTJs4EwP7DBdvFwQBMl0wM+ig6Aq5lw802ZnYfVKFwuIiuDg5m+31iKxB28Yt0aZRC6TeuISdO3fi5s2b8PPzkzoWEVWCe9lERFbms88+g4ObJzI1xXBycZU6DpFFnNi9FS38GiHHvSU83b2kjkNklbRaLa5ev4SbmjR07xxc4b4vvp+Lg8f21fgcudkp8JQlA1qU/wEI7toBDvb28PeRI8BXDj+5F9zdXODm4gJ3Vxe4uZb/b97Yv8Jz9b6rIzZ990mt3sv7z83Eu888hoKiIuQVFCK/oBD5Bf9dzisoRH5hIVo3awKhOPu/eVCmRX5BfrXPXVRciHMXzsDFpQQuzmUoLLYDBBnOX0rB7PnPoHmTVmjepCVaNG2DwNYd0K5NZ3h5etfqfeizs7ND316D8Nc/ayEIAs5cOYdubTrV+XmJrN3Qbv3xvy1xsLe3x8GDB6FUKqWORESV4CjARERWJD8/H35+figsLISHjx+mvRFt1tYKRNZAW1aGpe+/jKL8XHi4e2HZ1xthb8/fKKlh02q1uHL9Is6eO4WzqeV/KedPI78gD3IvH6z4Zj083Mrg4lQCB7sCzF/8NVas21jhOTzcXNGmeRO0atYYzRr5w9/HGx3btESvLh0kelemIQgCcvMLkJ6ZhbQMDdIyNeX/MzS4dC0N569cw6Vrafj1k7fRsW0rAIDMwRUJew7h1Q+jK33Oxv5N0a5tJ7Rr0wnt23ZG9y69YW9nb3S2lNTTSM+8gbFdesGzhIdZ1DCcvXoe565dwNRXZ6Jxh1ZSxyGiKnDvmojIiiQmJqKwsBAA0KLjXSz+UYNw/XwKivJzAQA9u/Zh8Y8arKs3LmN9YrxY8CsorLylmyY7E7KC3fBw9wVKym8b0KMDXByA1s0ao03zJmjdrAl8vD1t8ntEJpPB090Nnu5uaNuiaaXTlJSWwk72Xz+AQmkBivIz0MjPBzdu3nn68PX0q7iefhW79m+Fq4sbVn27pcL9V69fgreXHG6uHtVmC2zTEYFtOsLOxQ5Iz6rFuyOqf9o1bY12TVsDaUVA/f59gcimcQ+biMiKrF27VrzcpksPCZMQWc7544fEy/16DZIuCJGFCIKAa2lX4OzkAl/5f31lFRUVYPWmZVU+rrGfDzoHtkGXwNZwcKjYOm1w7x4Y3JvfGzqODnce5owd0h9jh/RHfkEhLly9jrPnL+NESipOpKTilPoCCovKB0Lp2q4VWjW+gRLBHQVFLsjJs8finxbg0PH9aNe2E7p1Dkb3TkHo0qEH3FzdK339XEGGyu8hsl2559LQeGB7qWMQURVYACQishJarRZ//vknAMDe0QnN2neWOBGRZZw/cQgAYCezQ+/uA6QNQ2Qm19Ku4OhJFY6eTMKRkyqkZVzH9NCnMGPqw/BwLYKjfR6aeJXBxckJhcXFFYp9nQPboEu71vCT172fOgLcXF3QSdEanRStMW5Y+TanrEyL1CtXcfLsebi7uUIougkH3ISnDPDwANQXTkAraJGsPoFk9Qn8tn4p7Ozs0b5tJ3TrFIxunYPQtUMPuLq4AQDyi8ogODoAxSU22QqTqDLFOQUoysiDk48bl3siK8QCIBGRldi/fz+uX78OAGjRoQscHJ0kTkRkfpob15CVVr7cd+nQwyQd8RNZg6zsTKiO7sGh4wdw9FQSbqRfvWOa5LM74OPYBygFUArYA/h2zqto2SSAxT4Ls7e3Q2DL5ghs2fyO+4qLSzDqnj44cOw0Ui5cFm/XastwOuU4TqccR/z6n2FnZ4/Xn/kQA/sMw7bdm3H40HbcTL+OpS8vtORbIZJMwsEd2PHn1zh7JRVJSUksAhJZGRYAiYishP7pv6279pQuCJEFVTj9N4in/5Jt+CnuG8T9+ROqGmvPxckJPToFYmCvrnfc17NTO3PHIyM5OzlidvjDAIAMTTZUJ5Kx/+hJHDh2GuqLV8TptNoy9OjSAg4OWvzx10okq48DAH7dtgYT+inhWUP/gUT13aqdf2LXSRUA4MiRI+jRg90SEFkTFgCJiKzEhg0byi/IZGjVubu0YYgs5MKpI+Llfj1ZAKT6paysFCfOHEFHRVc4OTkDAGR2WrRr07RC8c/ZyRE9OrZD77s6ok+3Tujavi2cHB2lik114Cv3QsiA3ggZ0BsAcFOThQPHTovFwA5NiiCTncTIe7qLBcAPV32N6Phv0KdDDwzr1h/DuvdHc78mUr4NIrMY3n2AWADcsGEDC4BEVoYFQCIiK5CRkYHDhw8DAPybtYIbT4OkBqC0pAQ3zqcAABoHNEPzpq0kTkRUs/yCXKiO7sXepO3Yf3g3cvOy8VHUp1AODoKTXTZQrIGyd2OsbNUcg3t3xz3B3dGtg4IFPxvlJ/fGqHv6YtQ9fSvc3r97O3ytd71UW4Y9p5Kw51QSPopbhA7N2mJY9/4Y1n0A7mrVAXZ2diCq7wZ26SNe3rp1K2bPni1hGiK6HQuARERWYPv27WJrkaaBHSVOQ2QZNy6oUVZaCgDo3ilI4jREVSspKcb+w7uxbc8m7Du0CyUlxRXuP3j4T9zb30e87uvthd++/MDSMcmKdGzbCh5ursjNL4CrsyMa+3kj9Uq6eH/ylXNIvnIOMZuWoYlPAF6cMBMT+oVImJio7lr6N0UTeQCuadKwa9cuFBcXw8mJfVoTWQsWAImIrEDHjh3x/EuvYOXqP9Cco/9SA+Eh90X/0ZORm5qKXt36SR2H6A6nzh5Fwo4/sWPvFuTl59xxv7urCwYGdcOAXndJkI6smYO9PXp1aY8dB46goKgEf37+MgQBWLs9CWv/OYi9x1LEaa9lpsHZhS1Eqf6TyWTo06EH1u1LRH5+Pvbv34+BAwdKHYuIbmEBkIjICnTu3Bn3PTIThc27SB2FyGK8/AIw/aEn0UrgKe9knbbu3oRNW9dUuM3X2wshA3tjaN9e6N21IxwduTtNlet9VyfsOFDez+k/qlN4eooSd7VrgTdmTsC1dA3W7zyM3/8+gH+PncWsR9rCzqEA2emuyLwkYNvhvfjflniM6zsCI3sN4gAiVG/0bV9eAASAbdu2sQBIZEVkQlXDkxERkUV9+8cWHDx7XuoYRBY1qmVnuBTZSx2DGrgMTTq27dmMEQPvhbeXDxwctPDxKsDp5L145OXZcHVxxvB+QRg7tD/6du8MB3sus1SzE2dT8eCrcwAAoSP6IG7Bc5VOl19QBDdXZ/G6Fo6YEvkNftuyHQDg5OCIYd37Y1yfERjUtS+cHNhakKzXxfQrGPXOdACAUqlEQkKCxImISIc/WRIRWQFBEJB86ZrUMYgszqWUhRSShiAIOHJShfVb4rFHtR1abRm8vWSYft9woDgDKBVwV9tG+CTyaQwM6gZXF+ean5RIj34/gNtUpyAIAmQy2R3T6Rf/AADaIpy5cE68Wlxags1J27E5aTv8vXwRNvBehN0zFk18Asz9FoiM1sKvKZr4BOBaZnk/gEVFRXB25vaTyBpwuCkiIont2rUL/+zei9yCQqmjEFnMjfNqlGbchLZEK3UUamBy83Kw9q+VePL1B/DG/Gewa/9WaLVlAICEreuAopvArRNkZDIZlAN6s/hHtWJvb4egLh0AAOmaHBxPuWzQ4+zs7HBo+Vzs/eldPDc1BAE+nuJ96dkZ+GbjLwh5+yE8H/MeTl9SmyU7UW3JZDL0bd8DAFBQUIB9+/ZJnIiIdHgKMBGRxLp3746jR4/C3dsHD8yeD3sHNs4m27d20XxcO3cG3p4+iF0QBw93z5ofRFQHKeeTsX5LPLbt3oyi4oo/uPj7eGOSchDGDR2A1s2bSJSQbNG2fQdx6Voapo24Cz07tICdnfHtL0pKSpG47zi+/2M71mxToazsvx9OVkZ+hW5tOHgYWZfdJ1U4eeksQl+egd5394ED922JrALXRCIiCaWlpeHo0aMAADcvOYt/1CCUFhfhxq3T29zd3Fn8I7NL2L4On383947be9/VCVPGDMOwfr3gyO0vmcHQvr0AAIHNPWFnV1Cr53B0dMCYgT0wZmAPXL6Rge/W/IOY37aiWYAck8IaIytTwM1zMmjLgANnjsDN2RVdWrU35dsgMsqAzsEY0DkYLZoFsvhHZEW4NhIRSWj79u3i5aaBHSVMQmQ518+nQFtWCgDo1ilY4jRk6wRBwIh7+uLr/zmgtLQU7q4uGD9sIEJHD0W7Vs2ljkcNRF6JHTxMcCZ580a+eDd8Et6YMR5X0jVwtCuEv99V+Po5IjvbB/PmLcbJi2fRvU0nPB4yFSN6DKxVq0MiU8i/lgVPRSOpYxDRLSwAEhFJaOvWreLlZiwAUgNxJeW0eLlb5yAJk5CtSbt5Hb9v/AU+3v54YOJ0+PvkwQlpEEryMXPyGAT4ynHvkLvh7uoqdVRqYPKLtIAJu5J0dHRA66b+4nU7lODU+d04efEsAOBI6im8sOR9KBq3wuMjp2Jsn+EcPZgsruCqRuoIRKSHfQASEUmoW7duOHbsGGR2dnh0zpdwcuFBKQBcSj6Bk/9uw+UzJ1FckA9PvwD4N2+FFh26ovPdQwx+nqKCfJz89x+oD+1HdkYaAMDLNwCd+w8x6nnItHT9/wHAT5+vg78vWwdQ3Vy8kor49T9j6+5NKCsrg5eHJzZ+/yncnflbN0mvpKQUJ89dwPlzp9C9fQtMGGKeHz7yCoqwbONufL0qEUfOXKxwXxOfAMwYEYb7B46BmzP3Ncj8SsvKcOLSGZzzzkabtm3xwAMPSB2JqMFjAZCISCK5ubnw8vKCIAjwb94ak196R+pIVmHvn3FIv3wBPYaNQUDLNijKz0P6pfM4+e8/uHzmBDz9AjDo/ulo0aFLtc+jPnwA2+N/QvP2ndFvbBi8/AIAlBcXd/z2M7x8AzA24hVLvCXSoy0rw49vPYuykmI0DmiGHz5dLXUkqsfOqE9i1Z//wx7VP9DfpXVxcsKXb72Avt05OAJJ7/jZc3jo1Q8AAI+MHYif50SY9fUEQcDmPUcx78d12J50usJ9Ph7eeGTYZESMfhAymcysOahhu5B2BaPfnQ4AGDduHNatWydxIiJihxBERBI5dOiQeMDq37KNtGGsRMLPi+Hs7oGxEa+gRYcucHZ1g5dfABQ9emNsxCvoOzYUOTfTsCH2U6RfOl/l86gPH0Di0m/Qud9ghEx/Wiz+AUCLDl0w+cV3kHYpFetjPrXE2yI9mhtXUVZSDABo35bFGTKeIAg4fOIA3ox+Di++9xh2H9gmbks93d0wK2wcNixZwOIfWY32rVvAwcEeAHDgxDmzv55MJsPoAd3xz5I3seuHtzF+cC/xvszcLJy4mMziH5ldS/+m8HL1AACoVCqJ0xARwAIgEZFkDhw4IF4OaNFawiTW4VLyCTi7eaDnsDFVTtNz2Bi07V4+aMSfMZ+gqCD/jmmKCvKxPf4nOLm6od+4sEqfx9nVDT2H34vLZ07g5L//mOYNkEH0C7ft2nSSMAnVR4Ig4K0Fz+ON+c/g0PF94u3+Pt548dEwbFzyMZ55aDJ8vb0kTElUkZOjI9q3agEAOJV6Fbn5hRZ77QE92mPtwpdwZMWHeHB0f9jb2+GDl0aj+V2lcLp1JrAgCMjMzbJYJmoYZDKZOBr11atXcfXqVYkTERELgEREEtH/NdSfBUDs+O1n9BsbWuN0/caWF/WKC/Kxd338HffvXR+P4oJ89Bx+b7XPo+sDsLLnIPNJu8wCINWeTCZDt87/texr0TgAbz01HetjFuCxSWPg4ca+zcg6dQ4s/54XBAGHTlfdgt1curVviV8/fAoX1i/E3Xe1hpf7DSi6X0fzrqXYcnQnlP9n7z4Dm67aNoBfWU2bNt2Ltuy991Q2iCzZIrIEBUQQkamoLEEBUWQvEQEZsgRkbxSQvSkbWuiADrpn1vMhNJRHoIwmJ+P6fXlP0v+4fJ/QJnfOuc833TF76zKkZqRZPBvZr/KFSpnGnAVIJB4LgEREgjg7O8NNrYZUJoN3YLDoOEJlZaRD6ayC0kWV57HuPn5QP1rSe/v8yf9c5+qjGX2+wc8vqipdVFD7+CE7Ix0R10NfMTm9LKlUBjc34+ysEkW48zU9X9SDe0hLTwUAqFy0CPa7j/4daqJ6+VL4flh/bJr3HTq3aASlE3c3JetWrkQR0/j0lTBhOYL8vExjCXRQOUdj7o7FyMjKxPztK9BiXC8s378B2Y9aNRC9jpwZgMCTK1+ISAwWAImIBFm8eDF+Xr0F7305BTK5Y394jb0XhrjIcCwa8SFun8/7DaJvcCEAxlmAuUXmKuTl7vv3LO7ejwqJF/im1FLqvtMVv/2yA8t+3gK1m4foOGSlHibGY96yafj4i67YvGsFgvzj4aW4DmTFQ+2qwpLJX6BlgzqQy2SioxK9kHLFi5jGp6+GCcvx/zKzNWhWu5zp31JCahKmrJ+PlhM+wKZju6HT6wQnJFvGGYBE1oUFQCIigSJiH8LN01t0DOFyF/JunT/xnCONlCo30zh3H8Dkh7Evdd+cQmLcvbCXOo9ej7NBDl/vANExyAqlpadi+foF+GhER2zbtwE6nQ4btq9CfPQ1AIY8zyeyViUKB5s2AhE5A/D/uamcMWd0L1zdMAXvv13X9Hz0wxiMWT4NHb8bgAMX/n1il22iF8WNQIisCwuARESCaLU63H/IptsAEFyqHHyDC8PJRYWydRrleXxKvLHQ5+Ty5LLhrLRU01ipcs3zOkpX45vSuEjL92NyVFJIINGITkHWRqPV4M8dq/Dh8A74Y8tSZGUbN0lwcVaiV/u34eLsJDgh0evJvRHIlTtRFt0I5EUULxiAlZMH4uyqb/F2vUqm529EhWHQgm/Q86fPkcVlwfSSJBIJyubaCCQqKkpwIiLHJhcdgIjIUUXFJ0DPb9QBGPvxdfx87AsfnzPTzy+kyJPXcc01MzA9Lc+egrkLhlkZ6S/Ug5BeT4Abd2elJ529dAILVkxHRPTjQrxcLkOXFo3Qr0tbeHvyNUP2oWzxwrhyO9y0EcibVa2vD2qV0oWxY/YIHDx1BV/MXovjl24BAAJ9faBUsBBPL698wZI4fu0sAOMswKCgIMGJiBwXC4BERALUr18fGRodDGpf1Hi7veg4NiUuItw0A7BY5RpP/CyvjT/+X1ZmxuPxCxQM6fXs+OVnOEskuFikIvp0HQyplAsRHN1PCydg35HtpscSiQStGtTBJ++3R3BA3n08iWxJxVLFcOH6LdSrWBRuKmfRcZ6rUY2y+Pe3sdh88AzGLdyIn0a3QZC/BvevOUGbZYDBYIBOr2cfTspTxSJlUCywEOo0fhN+fvy9TiQSC4BERBaWmpqKI0eOwGAwwDe4MAuALyn00S6/ah8/lK3T8ImfhZQqZxonx8fmuREIe/9Zjl6vR/Sta9BqspEcF4cPuw0RHYmsQMHgxzugVypdHF/274GyxV+ukE9kKzo0b4AOzRugVIgrXCRZouPkSSKRoH3j6mjXqBokEgmAWLhWkSM5yRdLVx3Cgu2r8HXXT1GjZKU8r0WOq0W1BmhRrQEKtakK14Lse00kEr96JyKysHPnzpmaafuG8IPuy8jKSMfVRwXA+p16PfWYyo3eBpB3X7+sjPQnNg35/x2FKX8lxkRD+6h/VIkiZQSnIVH0ej0AQCLVI9A3GQO71ETlMiUw4dO++O37L1n8I4eQobOtWXPG4p+RFFrIFWH4cct8XI+6g14zhmHU0u8RmxQvMCHZgsy4FNERiBweC4BERBZ2/vx50/hll6w6ur3L5wMA6nfu9cRsv9xqt+kCJxcVzu3f/tSf57hy7BDK1m6Q7xnp6eKj7pnGJYpYX98rMq+YuGhMmjkay9bNh6dHFoI9wyDLvgelQo7fvv8S7Zq+ySXh5DAyNZK8D7JiMQ+TEejzuDfn1pP70GpCHyzbtx4anVZgMrJmLAASicd3WkREFnbt2jXT2CuggMAktuX2+VOIvBGKWq07/2fp7/9r1nMgsjPS8ff65c+8FgC4+/qbnlPnsVyYXk9S7H3TuGBQUYFJyJK0Wi3+2PIbPv6iK/49fRCbdq5EzL1/YNA+7r+Ze3YRkSPIzNYhK1uDrGzb3BK9WIg/ji8bjwVjPoCXuysAIC0zHVM3LECn7z7G6ZsXBScka5QVn4rs7GxkZlrXDthEjoQFQCIiC7t+/bpp7OEXKDCJ7YiLCMfeFfNRpk5DVGncMs/jQ0qVQ8ehYxF5IxR7ls9D8qNNQ7Iy0nHuwA4kP4xFlcYtkZVr2S83ADGvpNgHpnFwYCGBSchSbt+9js/H98Hy9fORlW3sd+ahdsX9uIeCkxGJs+3Qv2jYbRBUb3yE7YfP532ClZLJpBjQqQmub5yGfh0amQr5N6PD0GvGMHy/bh4yslnoIaP9F46i8ZDOUKlUWL16teg4RA6Lm4AQEVlYTgFQoXSGi9o9j6MpKyMde1bMR9FK1dGg89P7/j2Nb0hhdPtyCiKuh+LKvweRlZkBv5DCKFaphmlzkKy0VACc/WcJOQVAqUSKAgEhgtOQOWm1Wqzd+hvWbP4VOp0OACCVSvBeq6YY2K091K4stpPjkkmliHhg/FLq+t37eRxt/Xy91Fj0dV981L4hBk1djlOhd2AwGLDiwEZkarIw4f3PRUckK+AkV+BubCSAJ1fCEJFlsQBIRGRBWVlZCAsLAwB4+gVy6dsL2LZgOnyDC6F5r09e6fyQUuWe2S8wZxMQ32DOSDMng8GApDjjB90AvyAo5ArBichc7ty9gRmLv8Wt8Mcf8EoUCsaEIX1RvgSXfhMVDno88/9aeLTAJPmrVoXiOPbbOMxcvQtfzVsPpUKB4e/3FB2LrEQR/8df/OVeCUNElsUCIBGRBd28edO0A7CHX4DgNNZvz/J5UPv4vnLxLy9xkXcBACGlypvl+mSUnpwITZZxCWhwYEHBachczoeewtgfPoP20SYAMqkUfTq1Qv9328JJwaIvEQAUCnrce/Z6uO3PAMxNJpNiWI+WaFO/Cm7cfYBatTVISdUi6oocBj2QlpkBV2cX0TFJgALe/lDIFdBoNSwAEgnEHoBERBb0ZP8/FgCf5/jWdQBgtuIfAKQ86g1YrHJNs92D/q//XwHufG2vypWsiELBwQCMs/6WT/sKg7t3ZPGPKBdXFxf4eXkAsI8lwE9TqnABtK5fBRIY4O4WgxI1EmBQp6Ltt30xZT17AzoimVSGQn5BAIxfhue0hyAiy2IBkIjIgmrVqoXFvyxB1WZtEFzy6ctSCbhy7BCSH8bmWfzbs3zea90DAIpWqs4NQMzMM6AAWvT8GN3af4ialeuJjkP5JGc2MwC4uOhQtEAMJn7aCx91aYNVP47lkl+iZygcXAAAEJuQgoTkNMFpzE8uycAP637C/YRYLN+/ER0mD+BOwQ6oqL9xBUBWVhbu3r0rOA2RY2IBkIjIgoKDg9GsVVvUfLsDAouWFB3HKkVcD8Xt86deaOZfdkbGf567cuwQfvvmU5w7sOO5517511gArN26y6sFpRemUnug3pvN0aNjf1StUFt0HMoH0TGRGP3dxwi7dwv+PqnwdroOQ3YyKpQsyll/RHkoHPR4BcANO50FmJvBYEDF4sFwVhp/L9yNjUSvGcPw8+ZfoeVMMIdRJCDYNOYyYCIxWAAkIrKwuKQU0RGsVlxEOM4f2IHWA4bneWxWRvpTn799/hSyM9JNM/yedUxcZDhqte5s2hGYzMtTyb5P9uKfE/sw5JueuHztHOYtGwtJ5m3AoBcdi8hm5C4A2usy4NwkEgmG9WiJc6smoW6lEgCMRcFFu1bhg5+HI/phjOCEZAmFuREIkXDcBISIyMLiklJFR7BKWRnp2LNiPup36oW4iPBnHpeZnobsjHTcOn8C6qcU73yDCyErPQ1VmrR66vlxEeHYu2I+ytRpiCqNW+Zbfno+tUIJcKKHTcvKzsQvq2Zi+/6NpueSk5MRn5CEAF9vgcmIbEuR4Fw7AYfZz07AeSldpAD++eVrTF+xHV/NWw+dTo8zty6h4/cD8F3PUWhcqa7oiGRGRQMebwLGAiCRGCwAEhFZSFpaGg4cOICrsanQ67SQyvgrOLeNP09ESnwsti/68YXPqd+513+eq9K0NSJvXEFWRhqyMtJN/f2yMtJxbt82nD+4E7Vad2bxz0L0Oh3uXr2I0lIlvD2LQCHn0lBbdC8qDFPnfoU7926annu7fi18PbA33FSc3Un0MgoHPS4AOsIMwNxkMilGf9AGDaqVxntfzsPd+/FISkvBoAXf4KO3umJY+36iI5KZFMk1A/DatWsCkxA5LokhdwdnIiIymxMnTqB2bWP/szJ1GqLBU4pXjurKsUP4Z/3ylz6vVf/hCCn1381Ush4tAb597iSyMtORlZ4GpcoVwSXLoUrjllz2a0FJsQ/wx9QxAIA3azXFl4O/E5yIXtbef7Zh3rJpyHq0c6ezkxNG9XsfHZrVh0QiEZyOyPZotFpsO/QvalUsjprFvODrpRYdSYiE5DR8OPEX/HngNADgqy6D0L1xB8GpyFwMBgP+PLYLlRrWRO22jeDv7y86EpHD4fQTIiILCQ9/vKzV3dtXYBLrU7ZOQ5St0zDfrqd0UaFK45ac5WcFUhLiTeNAv+DnHEnWJiMzHfOWTcP+I4831ClWMAjTRnyMEoVDnnMmET2PQi5H+6b1EejvCV+l47YF8XJ3xYYfhmDu2r04cv4Gvh7ZDJGhEmSnc36KPZJIJOhY9214lQph8Y9IEG4CQkRkIVFRUaaxysNTXBAiC0pPTjSNfbw489KW3Ay7igNHd5oed2hWHyunf8PiH1E+ydJw8xyJRILBXZtj1eSBcJaloGjFGHg8+q5o77kjyMzOEhuQ8p0mJVN0BCKHxQIgEZGFREc/bvTt6u4pLgiRBeUuAHp7+ogLQi+tZpXK+LBLe6iclfju8/4YN7gPXJRK0bGI7Ea2hjsj5chpJyCFBgVConEl7RiGLBqHHj8O5S7BdkabygIgkShcAkxEZCFPzABUe4oLQmRBTxYAufTdmun1ekilxu+GvT0zoUI4Pu7aCh2a1kFwAGdvEuWn6Nh43Dp7Cfu1CXi7bkUUKsDfjzl0Wi2Gz/gZABB67wbenTYIs/qNR9Xi5cUGo9cWkxiHa1dPQZJ0AQ0bNkSpUqVERyJyKJwBSERkIblnAKrcPQQmIbKc9OQk09ibS4CtVnpGKr79eSR2HNiIAn4JcNHfgkGvhVwmY/GPyAx2/nMcgyf8hAGTl+Jk6B3RcayKXC7DXzOGoViwsU9cfHICev88HBuO7sjjTLJ2By4ew4BZX6B///74+++/RcchcjgsABIRWUhOAVAmV8DJRSU4DZFlpKfkKgB6cAmwNYp6cA/DJnyIE+cOY8Hy6Th75oDoSER2z9fr8ReBUbEJApNYpwolQnBi+Tg0qVkOAKDVafHN7z9iyvp50Oq4dNpW+Xl4m8a5V8YQkWWwAEhEZCE5b3RU7h6mXjdE9i7t0RJgN1d3ODmxf5y1OXvpBD4f3xf3osIAACoXZ+h03JiAyNz8vD1N4+i4pGcf6MB8PNXYOXsEPu3a3PTc8v0b8fHcMUhMSxaYjF6Vf64vAnOvjCEiy2ABkIjIAjIzM5GQYPyGX8UNQMhBGAwG0xJgbgBiXQwGA7bs/gNjpw9F6qMP0sVCCuD3H75GrUplBacjsn++Xp6mMWcAPptCIcesUT2x6Ks+UMhlAICjV0/jvWmf4lZ0uOB09LL8chUAOQOQyPK4CQgRkQXExsbCyckJ2dnZ7P9HDkOTlQkYjLPJvD3ZR85aaDTZmLf8B+w+tMX0XIMalfHdsP5wU7kITEbkOPyfmAGYKCyHrejXsTHKFA1Cp5GzEJuQgocpCdAbDKJj0UvyUXtBIpHAYDBwBiCRACwAEhFZQMGCBZGZmYkx81cg4kG86DhEFuHk7IK+3y9AE69C0KRli45DAFJSk/DtzyNx+fp503N9O7XGoPc7QCbjwhAiS1G7quCkkCNbo0VUbKLoODahftXSOLliAjoMn4lxH3dBtYJFkBIjOhW9DLlMBm+1J+KTEzgDkEgAFgCJiCxEIpFAL3PiDEByKBKJBO6uHoCT6CRkMBgwedYXpuKf0kmB8YP7oGWDOoKTETkeiUQCP29PRD6I4wzAl1C4gC9OrpgAmUwKA+4jxjkQD+8Cer1xtrlUyi8yrJ2/hw/ikxNw//596PV6/m9GZEH810ZEZEFpGVmiIxBZHjdstAoSiQQf9/wELs5K+Hi6Y8nkL1j8IxIopw9gfFIqsrI1YsPYkJzZyhLo4V8gGgGltfhu3Vx8uXwaNDqt4HSUFz93407AOp0OsbGxgtMQORbOACQispCsbA00OlZCyLFIDBKAm8paBbWbFm9WcsbMMUNQwM8HBQv4i45E5ND8vB6vCLgfn4TCBXwFprFNEhiwYOMvWHVoMwAgITUJMz4aC1dn9jO1Vn7/txNwQECAwDREjoUzAImILGD16tUYNnw4Tu3ajIyUZNFxiCwi7NIZnNi2Dis3LkZMHJt9i3Dj9hXo9Xp4eWbBXXYDBl02alUqy+IfkRXw8/aEt6c7igb7ITOLMwBfVdkiQVA6KQAAh0NPou+skUhITRKcip7Fz8Mb3mpPFC1aFBoNX/dEliQxGLh9EhGRufXs2RO///47AODd0ZPh6RcoOBGR+R3ZtAqXD+8DAPw4bgnKFK8gOJFj2fP3X5j16/fo3KYDvuzTChKJ6ERE9P+Uzs4o48dlq6/r7zNX8c7nPyMpNR0AUDSgIBYNnoJgH84us0YKVyVK9HpTdAwih8MZgEREFpCammoaOymdBSYhshxNZqZprHJWCUziWAwGA9b+tQw//zIJer0Oa7esx4HjZ0THIqKn0HIGVL5oUK0M/vnlKxTw9QQA3HlwD92nD8H1yNtig9FT6TL5uicSgQVAIiILSElJMY0VLACSg9BkPy4Auji7CkziOPR6PRavnIFl6+aZnuvWphka1aoiLhQRPZNOzyap+aViyYI4uvQblCpsXGURkxSPnj99jlM3LwpORv9Pr9NDr2VfbCJLYwGQiMgCchcA5QongUmILEeT9XjXaxfOADQ7nU6LnxZNwObdf5ieG9KzE0Z92A1SKd/yEVklgwF6NmTKN0WC/HBkyTeoVb4YACAlIw0fzRqFo1dOC05G/4+zAIksj+8GiYgsIGcJsEKphIQfxMlBaLJyzwDkjozmpNNpMX3heBw4uhMAIJNKMf7TPujbqTUkbP5HZJUu3biDMTMWocPwmdi4/6ToOHbD10uN/Qu/xNv1KgEAAn18UTSgoOBUlONGVBhG/zYFnbt2wfLly0XHIXIoctEBiIgcQc4MQC7/JUeSUwB0Uighk/Eth7lotVr8sGAsDp8wbrgil8vww8hP0Lh2VcHJiOh54hOSsP3QMQBArfJFBaexL64uSmz5aShGzlyDz95vBSdtAJKjOdXSGiSlp+CvE3sBACXLlhachsix8N04EZEFmAqATiwAkuPIKQBy+a95/frHbFPxTyGX48cvBqFBjcqCUxFRXlQuj98TpKRlCExinxQKOX4e0QMAYMB9AIFIjjbAYDBwZrRArsrHKwJyt8ghIvPjOjQiIjMzGAy5lgCzAEiOw1QAdGEB0Jw6teqGkMAAOCnk+HnMpyz+EdkIlYvSNE5Jz3zOkfS6JNAhqNB9KH01GLxwLHaeOSQ6ksNyzfWlIAuARJbFGYBERGaWlZUFrVYLgAVAciymAqCS/f/MRSIxoHIpYPG3I3AvOga1KpUVHYmIXpBr7hmALACanUaThc9mj8GBC2fx96XjkEmkaF61vuhYDkfFGYBEwnAGIBGRmWk0GrRt2xalKlaBT3Ah0XGILMKg1yOkdAWUL18NpYqVFx3Hruh0Wmg02QAMCPaNgSErHgX8fFj8I7IxuZcAp7IAaHZymRT+3moAgE6vx/Alk7Dv/BHBqRyPa65NwXJWyBCRZXAGIBGRmanVamzZsgXzN+/FuZt3RcchsgiJVIoWfT5Fi4Jl4ZwlEx3HbuTs9puWnop5k0bCkJUoOhIRvSKVM2cAWpJUKsXir/tCp9Nj2dbD0Op1+PyXbzGr/3g0qlhHdDyH4axQQiqRQm/QcwYgkYVxBiARkYVodXrREYgsTgI2Ws8ver0eP/8yCX8f24PTF/7FqG8nwmDgrpZEtkrl/LgHIGcAWoZUKsWSsR+he8t6AACtTovPFk/AkdBTgpM5DolEYpoFyBmARJbFAiARkYXoWAAkB8TyX/4wGAz4ZfVM7D+yAwAgl8vQ6a0G3MmSyIZJpVLIpMaPY/yS0HJkMil+G98P77UwzvrTaDUYsng8LoRdFZzMcchlxoWIOT2yicgyWAAkIrIQrU4nOgKRxbE8lT82bP8dm3etAQBIpRJMGzEQDWpWERuKiF6bRGr8LanXczavJcnlMqyYOAAdm9QAAGRkZWLgvK9w58E9wckcg1SS87pn4ZvIktgDkIjIzC5evIhu3bohPjkVhSrVRJXGLUVHIjK7lIdx2LlkJnYpXVCnSgP06vyx6Eg2a+8/27D0jzmmx98M7I0mdaoJTERE+aVdkzfh4qxAqSB30VEcjlwuw8pJH+PtT6fj0OmrSEhNwk+bfsHsARNER7N7bWo2hU4tQ0jZYqKjEDkUFgCJiMwsNTUVly9fBgD4FiklOA2RZei0GiQ8iEICgBKFyoiOY7NOnDuMmUsmmx4P7t4RHZo3EJiIiPLTN5/0RnCgB3wVaaKjOCRnpRM2/zgUDft/B19Pd8zoNxrQiE5l/0Z3Hgi/GkXhW5MFQCJLYgGQiMjMci9vkEq5IJIcgyHXcjaplB1HXsXVmxcxZc4Y6PXG9gHvtWqKDzu3FpyKiPIf3xuI5KFWYc+8UXB3dYFckYGwiypkZ4hORUSU//iOnIjIzJ7obyLhr11yDAZDrsI3X/evZPWmJcjKzgIAvPVGTYz8sBs3/SCyS+z/J5qflzuUTgrIJFkoVDEJMoUEaZnp0OnZv9ls+PeMyOL4jpyIyMwMBr6xJ6KXN3HkRNSrWhG1KpbFpKEfQSbj2zYieyThDECropCkwSn4Lnr+NBTfrpnN93Hmwpc9kcVxCTARkZk9sfzRwN3OyEHk+mbfwNktL83JSQ9/t1jM/OpTZGs0cFIoREciIjNo0nsosjTZKF80CMeXjxcdhwBka7RoMXAMrkfcx9WI2/Dz8Mag1r1Ex7IrrcZ/gJiUhwgpGIJr166JjkPkMPhVMhGRmclkMtOY3yKTo8i9VNWgZ+H7RWi0GmRmZUAqNcDfPQIGbSYUcjlcXVxERyMiM0nPzERaeiYysrjzhLVwUsgx9qP2psdzty3HhqM7xAWyQxnZmUjPSEd6erroKEQOhQVAIiIzyz0DkAVAchSSXH3/9Hzd58lgMGDBiukYNak/oLsEQ3aK6EhEZAE57wu4SZh16d6qHmYMf9/0eMLqmThz65LARPZFb3rdsxxBZEn8F0dEZGYsAJIjyj0DUM8m6nnatm8Ddh7YhFvh19F3xGhkZXM2EJEj0D/aMV3KDRGsztD338anXZsDALQ6LT5bNB7RD2MEp7IP+kctcVgAJLIs/osjIjKzJwqAXApJDuKJJcAsfD/X+dBTWPj7T6bHg97vAKUTe/4ROQLOALRuP37eDU1qlgMAxKck4tOF45CRnSk4le0z6DkDkEgE/osjIjKzkJAQTJ06Fe16foQiFaqJjkNkEUpXN9Rq3Rkf9BiMhnXfEh3HakXHRGLKnDGmWZK927+NNo3rCU5FRJZgMBig03MmlDVTKORYO2UQigX7AwBC793A1yum84ut16QzGP/m8XVPZFn8F0dEZGYBAQEYNWoU3urYFSGlyomOQ2QRShcVqjRuiXZtu6NWlTdFx7FK6Rlp+PbnkUhOTQIAvFGtIob07Cw4FRFZSla2xlRIcnVWCk5Dz+LjqcaWGUPhpnIGAOw4fRBbT+4XnMq2ZWQZZ1G6uroKTkLkWFgAJCKyEIVclvdBRHaGcySeTq/X48eF4xEecQsAUCQ4EFOGD4BMxrdmRI4iPePxUlI3FQuA1qx88RCsnPQxJBIJPn2vA1pWbyQ6ks3S6LTI1hr73Lq5uQlOQ+RY5KIDEBE5CrmMBUByPHrowe8b/2vlxkU4duZvAICbygUzxwyB2lUlOBURWVJargKg+tHsMrJe7zSshvOrJ6FiyYJ4mCDFg+uiE9mmtMx001itVgtMQuR4+I6ciMgCEhMTkfIwHikP40RHIbKY7MwMxMY/QHRMpOgoVuXCldNYs2UpAGPj/2kjB6JwcKDgVERkaemZuQqAri4Ck9CLqliyIADAy+sBXH25ccurSM/KMI1ZACSyLImBHUyJiMzOzc0NaWlp8AoIQpeR34qOQ2QRK78dgbSkBPh4+WH5zK2i41gNnV6HtVvm4PeNqzC873vo+Q43SSFyRClp6Th35SY8VHqUCvJC7YrFRUeil6AzuGDzpjis2LsJk3oM54YWLygjOxMnb1yAqkIAipQvifr164uOROQwuASYiMgC1Go10tLSkJ2VmffBRHZCoTQuaUvPSBOcxLqoVBKM/KAlmtUqgsql+YGfyFGpXVWoX6MSyoa4wEmiER2HXtKm/X+jx7SFyMzORmH/YAx4+33RkWyCi5MzGpSvhSIda8LF3110HCKHwq8piIgsIKfJsYYFQHIgOQXAzKwMcMGBkUSqh59bBAx6DaqUKQGJhEvIiBydTKIXHYFegbe7K7I0xsLtnK2/4fTNi4IT2Rapgr2xiSyNBUAiIgvI6XGiycpkIYQchkJp3NXSYDAgM1fPH0d07MzfuBV+HQV8E2DIThEdh4isiNTAAqAtalyzHMb2awcA0On1GPnrd0hMTRKcynZI5SwAElkaC4BERBaQUwA06PXQabWC0xBZRs4MQADIyHTcAmDk/buYvmAchk/oiz82ruSXAEQEAIi4H4MTF6/i5OWbSExhqwRb9M1H7dGwehkAwP3EWHy1Yjp/x+ch6uEDHL16GifPnkZ8fLzoOEQOhQVAIiILyL3LGZcBk6N4sgDomB9uNZpsTJ37NTIy06HRanD5RhiX/RIRAGDHP8fR/5tpqN17Av45e110HHoFMpkUKyd9DF9P4/u8Axf/xYoDGwWnsm4HLx7DR7NG442Gb2Lbtm2i4xA5FBYAiYgsIKcHIMACIDmOJwuA6QKTiLNkzWzcCr8GACgSHIgv+3cXnIiIrEV6xuP3A24uSoFJ6HUE+3tj+cT+psfT/1yMS49+79N/peV6P5D7/TERmR8LgEREFsAZgOSIchcAMx1wCfDRUwfx1561AAAnhRzTRg6EysU5j7OIyFGkZ2aZxmpX/m6wZS3fqIyRvVoBALQ6LYYvmYSUjFTBqaxTeq6ewLnfHxOR+bEASERkAe7u7qZxdoZjzoQix+Pk/PgDbWq6Y2188SA2Cj//Msn0eOSH3VCqSEGBiYjI2qSmPS6EuLu6CExC+WHyJ51Ru0JxAEB0QgxO3eCuwE+TkvG4JUju98dEZH4sABIRWUBAQIBpnJ6SLDAJkeW4uD1+Y5+Q5DiNvnU6LabNH4u0R0XP5vVqoHOLRmJDEZHViUtINI0DvD3EBaF8oVDIseb7T1CldCHsmT8NjSvVFR3JKsUlPzSNc78/JiLzk4sOQETkCN5//300adIEv+w+Dp3cSXQcIosoXK4KfIYURIdSteGp8hEdx2I2bF+JqzeNMz+CA3wxdtAH3PiDiP4jNiEJAOCidIK7G2cA2oMiQX44s/JbSCQSxMYZEHeLv/v/X2zS4wJggQIFBCYhcjycAUhEZAEhISGoUaMGAgsUgFQmEx2HyCJU7h7wL1QM3r4BkMsd4zvHpJRErNm8BAAglUrw/bABULuqBKciImsU+zARABDk58kvCexIzv+Wvr4xUHnxf9f/F/toRYC3tzeUSm5+Q2RJLAASEVmQWsUm3+R4dBK96AgW46H2xI9jZ6JwUCB6vtMClUoXFx2JiKxQZlY2UtKMPYEL+HqKDUNmIYEOAUUfYsnuNVh/ZLvoOFbBYDAg5lEBMCgoSHAaIsfjGF/HExFZCTfuAEoOSAs9FA7ynaNEYkD9qj6oMWM8Z/QQ0TPl7v8X5OcpLAeZT2ZWNhr1n4Djl25BpXRB3TLVEOwTKDqWUMkZqcjWagBw+S+RCI7xbpyIyAps3rwZR3b9hQuHdomOQmQxd69cxF871uKPLb+JjmIRAb7JMGhS4Kx0gtJJIToOEVmp5NR0uKmMff84A9A+OSudUKmkcff39KwMfP37j9DrHWdG/NMkpiZD7eIKgDMAiUSQGAwGg+gQRESOoHjx4rh9+zaULir0/na26DhEFrFxxkTERYZDKpFi09LDkEntrwemTqfFgaO78M5bzeCluAWAb62I6MUU8TEAOg081OwVao+SUzNQ4d0vce+BceOLse99hvcatBWcSryA1hUgUTvBy8tLdBQih8IZgEREFpKz1CErIx1ajUZwGiLLULl7AgD0Bj2SkhOFZjGXDdtXYsbiifh87EcIj7ovOg4R2QiJRAIPlYLFPzvm7uaCX7750PR4+p+LEBnPvxMeAd4s/hEJwAIgEZGF5F7qkG6nhRCi/6dy9zCNHybGCkxiHncjb2Pln4sBABeu3UBSSqrgRERkKxQKtglwBG/VrYh+HRoB4FJgAJAq5JAp+donEoEFQCIiC8nd7Dg9JUlgEiLLebIAGCcwSf7T6bSYsfhbaB81NOeuv0T0MuQK7sfoKKYP7YZCgT4AgOPXzmLt4W2CE4mjUCtFRyByWCwAEhFZyBMFQM4AJAeRswQYABIS48UFMYPNu//A9duhAICiIQXwyfsdBCciIlsxb/UmjJ+1BBMW/QmNRis6DpnZ05YC30+wv1nxeVmy+w98vfQHjBs3DqmpnDFPZGksABIRWciTBUDOACTHkLsAGG9HS4DjE2Kx6s9fABj7eE34tC93/SWiF7bv39NY9dceTPltK+Ry+9scif6reZ0KTywFXrBjpdA8Ihy4+C9W79qIiRMnQi7nDFgiS2MBkIjIQkJCQkzj1AT7WgpJ9CxuHo+bfMfE2U/j8yWrZyEjMx0A0LlFQy79JaIXZjAYcD/WOCM62M8LEolEcCKylCmfvosCvp4Y3LUjRnToJzqOxUUnxAAAvL294ezsLDgNkeNh2Z2IyEJKlixpGifFxQhMQmQ57r7+pnHUg3sCk+SfC1dO49Cx3QAAT7UbBnfvKDgREdmS+MRkpGVkAgBKFgoUnIYsydvDDTc2/QCVizMi77ghJcYgOpLFZGZnIfqh8f1vqVKlBKchckycAUhEZCEhISFwcXEBACTFPhCchsgynJxd4KI2bgQSef+u4DSvT6vVYsHy6abHn/bsBA+1m8BERGRrwqMez4YuxQKgw3F1UUICAwKKJMKRJn+Gx0SaxiwAEonBGYBERBYilUpRrVo1xD5MhEHlAYPBwGU/5BB8gwtBn56GYoHFoNVqbbrvj0abjbKlKuFu1B2UK1EEHZrVFx2JiGxMWGSuAmBhFgAdlUKShsAybjhzJB5ymRx+Ht6iI5lVWEyEacwCIJEYtvsOnIjIBh0+fBjX70Xjx7U7REchspiWHw1FQXdPVHMOyftgK+firMKkkYPQo1VFKOQySKVcTEFELyc86vEqgNIsADqsrGwN5q1fgkm/bEGTinXxQ9+vREcyq9wFwNKlSwtMQuS4+K6ViMjC/DzdRUcgsrjY9DTREfKFs1IHuSYSFUoWRemihUTHISIbdJdLgAlAanomfvx9GzKyMrHt1AGcuH5OdCSzCsvVB5gzAInEYAGQiMjCPN1UUMhkomMQWVSmVmPT7zoMBmOjdh/3eMCgF5yGiGxZzgxAZ6UCIQH2veyTns3HU43vB79rejzpjznQ6LQCE5lX7hmAJUqUEJiEyHHZ8FtxIiLbJJFI4OuhNhUUiByFXg6bfN1rtVqM/u5j7Dq0Gtr0+3mfQET0DFqdDvfuG3dCLVkwkG0EHNyH7RqiZvliAICb0WFYdXCT2EBmlFMALFiwIFQqleA0RI6JPQCJiCwoKysLHTt2xMmz5+Ck9kTr/sNFRyIyO4PBgD3L5mFrfBzcXNSYMf5X0ZFeys6Df+LytXO4fO0cbt+uh0mffSQ6EhHZKI1Wi/5d2iIuIR7FAj1ExyHBZDIp5o7uhdq9J8BgMGDOtuV4p3ZzeLnZ12tDq9Ohd5POiJWnwjeEy96JRGEBkIjIgpRKJY4fP474+Hi4pmeIjkNkERKJBA/vRyA5LgbOSheb2gE7IzMdqzc/Lli++3ZjgWmIyNa5KJXo3/UdlAlRQSnJFh2HrEDN8sXwYbsG+GXTIaRlpmPRzlUY3Xmg6Fj5Si6T4eOW3VG0Sy04+6pFxyFyWJxzTkRkYTmNj9OSEqDJyhSchsgyPHwDAACZWRmIT4gVnObFbd61BolJDwEAzerVQKXSxQUnIiKbJ5HACRrRKciKTPi4I5yVCgDAqr+3IOrhgzzOsD0SAE6eXPpLJBILgEREFla6dGnTOCkuRmASIsvx9H+85Cfy/l2BSV5cUkoi1m9bAQCQSaUY3L2D4EREZA+cnZWQSGyvHyqZT5CfFz577y0AgEarwZytywUnyn9ytTOkcm6CRyQSC4BERBaWMwMQAJJiuaEAOQYPX9srAK77axkyMtMBAO2avokiwQUEJyIiW3f7XhQAFv/ov0Z/0AaeauMMuX+vnkZapv20irnz4B60Stto/UFkz9gDkIjIwsqVK2cax0fdQ/EqtQSmIbIMr4DHxbPb4dcFJnkxMXH38dfedQAApZMCA95rJzgREdk6g8GAD778HmkZGWhUvQz2zv9CdCSyIl7urpj0SWckpGSgXeXekOucRUfKNx/PHYOI+PuoPq06Tpw4YTN9gInsDQuAREQWVqNGDdM49l6YuCBEFuQTXAiQSACDATfuXBEdJ0+r/lwMrdbYo+v9Ns0Q4OMlOBER2brIB7FITk0DACgVCsFpyBoNercZACAtS4q758RmyS+Jacm4FxcNAHBycmLxj0ggFgCJiCwsKCgIAQEBePDgAeIiwmxqR1SiV+Xk7AIP3wAkxd5HWMQtaLQaKOTW+QH4buRt7Du8HQCgdlWhT8dWghORpew5egrrdx3E0F5dULZ44aceE3E/Bks37oDaVYWhvbs893rJqenYsPsQjp2/DLWrcWlfSlo6OrdohOb1ajz3XLI/obfCTePqZYuIC0JWT6WMh4tHEDKSbH+5eOi9G6Zx9erVBSYhIhYAiYgsTCKRoHr16ti+fTuyMtKR8jAO7j5+omMRmZ1fSGEkxd6HVqtBeMQtlChSRnSkp/JQe6Hd2x3x154/0bdTK7i7uYqORBaSlJKK4+dD0W34BIQE+KF25XIICfSH2tUFEfdjcfx8KK7cDkfZYoWx+qdxz73WlVvhGDltHjq1aISFE0aYnk9OTcfIH+Zh/a6D+GHkJ3B3466YjuLKrTDTmAVAeh4JDAgskY4je5KRmJaMcgVLio70ykLvsgBIZC1YACQiEiCnAAgAcRHhLACSQ/ANKYybZ48DAG7euWq9BUB3L4z77AN82K4GfLw8RMchQSIexCJi96H/PN+sXg1MH/XJc89NTk1H/7E/oNNbDdGnY8snfubupsLCCSPQbdgEjPxh3hPFQbJvuWcA1ihXVGASsnaZWdn4au5czF27D0X8C2LDlwsgldrm/p2X7z7u+8sCIJFYLAASEQnQoUMHBAYG4p87sVD5BOZ9ApEdKFimIqQyOTpUbYxiQaXyPkEQZ2cdkBmLkEB/0VFIgGaPluZevRWOiAexULuqEBLgh3IliqBzi0bPXBqc28gf5gHAc5cIf9a7Mz4e9yOWbtzxnyIh2R+DwYArjwqAAT4eCPJjX1F6NqWTAv+cu44sjQbXIm9jx+mDaF2ziehYryRnBqCLiwvKlLHOL/6IHAULgEREAlStWhVVq1ZF9rqduHI3SnQcIovwCgiCV0AQihUsC+csmeg4z+SjTgCybL/vEr2aOpXLoXOLRq98fsT9GBw/H4pObzXM4z7loXZV4dcN21gAdABRMXGmDUCqlynC3r/0XBKJBN8P7oJmA6cCABbvWo1WNRrb3Osm9wYgVapUgVzO8gORSLY5j5iIyE4UCvARHYHI4lJ1WaIjPNWcpVOwZc/vSEsMz/tgomdYunEHAKBOlfJ5HluuRBGkpKXj2PnL5o5FgnEDEHpZTWqWQ52KxQEA16Pu4NCl44ITvbzcG4DUqMGNj4hEYwGQiEigIoHs/UeOJy4zTXSE/wiLuIUdB/7EwhWz0efL72AwcAYgvZrdR04CAEIC8v79nnPMniOnzJqJxOMGIPSyJBIJvuzT1vR48a7VNve3iRuAEFkXFgCJiARJSUlB+NVLOH9gJx6E3xIdh8gitNlZOHb2X/y5YxXOh1pP0WP91uWm8TtN3rS5ZVZkHZJT05GSlg4ACH6BAmBOP8HQm2HmjEVWIOZhomnMDUDoRbWpXwXliwcDAM7evozTNy8KTvRyHiTGmcYsABKJxwIgEZEg+/fvR8d2bXF82zqEXz4nOg6RRcTcC8O62ZPxy+qZ+Of4XtFxAAD3Y6Nw6NgeAICn2i3P3m1EzxJ6645p7O6myvN4D7UbAODKbS47t3eTPvsIV3Ysx4GFX3IDEHphUqkUX3zQxvR40a7VAtO8vK/eHYzrO07h4MGD3ACEyAqwCycRkSC5vwmNjQgTF4TIgnyDCwESCWAw4GbYVdFxAAAbt/8OvV4HAOjWphlcnJWCE5G12HP0FC7fuIOUtHSEBPqjeb3qz90dOiUt46Wur3Z1MY2TU9NfqGhItivY1wVl/MuKjkE25r236uCb+RsQFhWHw6EnEXr3BsoVKik61gsLKBGCkiUCRMcgInAGIBGRMMHBwQgIML4hir17B3q9XnAiIvNzcnaBp18gAODO3RvIzMoUmichKR57/t4KAFA5K/FeqyZC85B1OHb+Mn5etg5qVxf07dQa33zSG2WLF8LIafPx7bxlzzwvKSX1le+ZnPrq55INkEigkljnBkhk3eRyGUb2bGV6vOrQZoFpXp5LAU/REYjoERYAiYgEkUgkqF+/PgAgOzMD8VF3BScisozAosaZC1qdFlduXBCaZfOuNcjWGD+Ud27RyLQkkxzXb4928R3auwvqVC5vmpVXp3J5rP5pHEJvhqHNgNFITk3/z7kvOwMwv84l66dSuUAm4Rd99Gr6vNMAtSsUx/Shn+Drrp+KjvPCnNQuULhyVj2RtWABkIhIoEaNGpnG0TeviQtCZEFBxUubxhevnhGWIy09Fdv2bQAAKORy9Gj3lrAsZB3KlyiKrz/phTqVyz/zmLGDPkDEg1hMnPfbf372sjMAPdxYcHYEA8ZNxzczFmH1zn9FRyEb5eLshGPLxuHznm/C1UYKakMWjsfoZVOwdOlSm9u9mMhesQcgEZFAjRs3No2jbl1DpUYtBKYhsowCuQuAV04Ly7Ft33qkZ6QBANo2rgd/bzbmd3Q5u/LmdUxIgB/2Hj2FK7fCn3qO2pW9/MjoQXwCjp8PxfHzoYiMikC3t+uKjkQ2TAotfIvq8eC6dc/jSc1Iw4GLR6HT63Ht/h306dNHdCQiAmcAEhEJVbZsWfj7GxvKR9+5Dr1OJzgRkfm5enjBw8/Y//L67VBkZolZ+piRmQGlkxJSqQQfdGwpJAPZpjKPin4/L1/31J+npP13efDTJOXq+5d7QxCyH6cuPd7sqFF17oJKr8/DKxESCaC14veMp29dgu5Rb+vcq12ISCwWAImIBJJIJKY3RprMDMRH3RMbiMhCChQ3fhAW2Qewd5eB2LtiEaaPGoRCBbhDIb24kAA/AMDx86FPPP86PSTduRzYLp269Li9R6Ma3AGYXt+Fq1cxadOPaD3hA2RrNaLjPNXJ6+dNYxYAiawHC4BERILlfmMUdevqsw8ksiO5+wBeuCKmD6CbqxZqpQ5N6lQTcn+yXbkLfbk3A+EsPvp/OTMAnRRy1K1YQnAasgff/foXVu7agXtx0dh37rDoOE914vo507hhw4bighDRE1gAJCISrHHjxihRogTqNH0bfiFFRMchsoig4qWh9vJFk4atUb5UZSEZPFSJQu5L1mnAuOnoNmzCU3f3/X/PKvSFBPqZxi9ynYj7saZxzm7DZD8exD3EvegYAEDtCsWhcrGNzRvIun3SpalpvPrvvwQmebqUjFSE3rsJAKhYsSJ8fX0FJyKiHCwAEhEJVqZMGdy4cQNjJ09BUAn2ByLHoHL3RLevpqLngOGoUbmeRe8dev08NNoUIDs274PJIew5egrHz4fiyu1w7D5yIs/jU9Ie963MXbjLWRoMAMmpee8InHOd3OeR/ci9/Lcxl/9SPmlUoyzKFCkAADh18wJuRN0RnOhJp29egt7A/n9E1ogFQCIiK1EqJFB0BCKLi0xLsuj9MrMyMP6nYeg+6B38tHSNRe9N1itnRl9IgB/qVC6X5/ER92NMx+cWEuhv2gE44kHeBeac69R+gXuS7eEGIGQOEonkiVmAa6xsFuAJ9v8jslosABIRWYkigX5wkstFxyCyqIikBIu+Gzn0726kpaciLSMdySl5z9Aix1CueFE0q1cDWxdORUigf57Hh94MAwA0q1fjPz97642aAJ5c3vssOUXC5m/89zpk+05efNz/rw77/1E+6tX6TaicnQAAm4/vQVrmi+08bgns/0dkvVgAJCKyEjKZFAHuzrh/54boKEQWo4cBDzVJuHT1rNnvZTAYsHXvetPjd1s2Mfs9yTa4u6kQeT/2Bfv2xeDK7XCoXVXo26n1f36eU8w79n87BD/N8fOhULuqUKdy+ZcPTVYtOjbeVOCtW6kEXB4Va4jyg4dahR6t3gAApGdl4K8TewUnMkpOT8WVCGP/v0qVKsHHx0dwIiLKjVNNiIisRMuWLbFr1y7IFE7oPXEmZHKF6EhEZrf39wVYfP40JBIJ1szbDVeVW94nvaKrNy/h9t3rAIAKJYuiXIkiZrsX2Z7PenfGxHm/YfqoT5573M/LjUXksYM+eOrGHXUql0fZYoWx9+gpJKemP3Nzjz1HTwHAU4uIZPt8vTywbMoY3L17A4UDvUXHITs0sHMTLNp4AACw+u8t6Fq/LSQSidBMrs4uWDNyNm67J8Hbj5t/EFkbzgAkIrIS/v7+MBgM0GZnIfrWtbxPILIDKjd3GAx66PU6nL7wr1nvtW0fZ//Rs+XMwvt52bpnHrN+10HsPXoKzerVQPOnLP/N8cOogQCAmcuffq3k1HTMXLYOZYsVRp+OLV8jNVkrhVyON2tVwdcftkXP1m+IjkN2qErpwqhXuSQA4EZUGE7fuiQ4ESCTylCzRk188dUY9O/fX3QcIvo/LAASEVmJd955xzQOu3z+OUcS2Y/C5auYxsfP/mO2+ySnJOGfE/sAAB5qV1OfNqLccmb/dRs2AcfOXzYtCY64H4Nv5y3DpPnL0emthnnOEgwJ9MfqH8dh95GT/ykoJqemY+QP8xAc6IfVP40zz38IWQW1CxdbkXl90tm4GUhh/2Cr6QPoWpAzXomsFf8qERFZibfeegtOTk7Izs5GeOg5vNHhfeFLOYjMrUCxUnBydkF2ZgZOnj8KrVYLuRk2w/nnxF5otRoAQNvGb8BZyX5c9HRDe3fBsfOXsXTjDtNmHx5urqhduRxW/zgOZYsXfqHrlC1eGNsWTsOG3YcwYNx00+7AKWnp6Nyi0XNnEJJ9UCuyRUcgO9e5WU34ealRvXRTxNywjo/2bgXZ94/IWlnHbwkiIoJarUbjxo2xa9cupCU+RHzUPfgGFxIdi8ispDI5CpapiFvnTiAtPQWhN86jUtnq+X6fg0d3msZtGtXL9+uTfalTuXy+bMzh7qZCn44tuczXwfy+ZTf0BgM+al0FZYoE8cs8MhulkwJv1a0IjT4NMfAQmmXt4a1ISEtGnzo+qBTkydc9kRXiEmAiIiuSexlw+OVz4oIQWdATy4DP5P8y4OiYSITeuAAAKF4oGKWLFsz3exARAcbdxpdv3oWflv6Bqu+PRXomZwGS+SmkaVB5iy24rTy4CTM3/4qq1ashNjZWaBYiejoWAImIrEjbtm1N4/DQc+KCEFlQwdIVIJHKABj7ABoMhny9vouzC3p06odCQQFo1aAOZyUQkdlcvX0XMfEJAICmNcvB1UUpOBE5Cu9gDe7FRSExLdni974XF4UbUWEAgDp16sDf39/iGYgobywAEhFZkYIFC6Jq1aoAgLiIcKQlJQhORGR+SpUrChQ17mQYHROBe1F38vX6nu7eGPxBd2ye+x16tWuRr9cmIsrt4ImzpvE7DasKTEKO5MSlW3h78BC0GNsLm47ttvj9D144ZhrnXs1CRNaFBUAiIivz5CxA7gZMjuHJ3YAP5/v1XeSJkEgkUCjY/piIzOfQyXOmcZv6VYTlIMfi4abC0fPXAQB/ndhr8fvvv/ivacwCIJH1YgGQiMjKvPPOO5BKpShWtjxc3NSi4xBZROFylQGJBKVLVoCPl1++XlvppIMhi7Npici8HsQ9xNXbdwEANcoVRbC/t+BE5ChKFymAGuWKAgCu3LuJm9HhFrt3cnoqTuf02S1eHGXLlrXYvYno5bAASERkZapVq4YHDx5g8e9/oGjF/N8Nlcgaufv6o+e4GRg1fiaavJE/O6bqdFr8seU3JCVfB5C/fQWJiP7foZOPZ+23rc/lv2RZPVo+3uF+64l9Frvv4dCT0Op1AIyrWNhnl8h6sQBIRGRlJBIJfH19Ubl4IdFRiCzKxU2NawkP8u1650NPYfn6+ejU/wPM+G1tvl2XiOhpDp1k/z8S570WdSCTGT/ebzu1H3q93iL3PXDhqGnM5b9E1o0FQCIiK+XjoUawr5foGEQWlZiZAZ1T/szWO3h0l2lcqXTxfLkmEdHTpKSl48SFqwCAggHeqFyKX+KRZQX4eKBZrfIAgMj4+zh7+7LZ75mtycbfl08AADw9PfHmm2+a/Z5E9OpYACQismKVihVE1K1r0GZniY5CZDHRmmRcuXERqWkpr3yN7OwsHD19EADgpnLBm9Ur5VM6IqL/2nfsNDRaLQCgfaPqXAZJQvRo9XgZ8PZTB8x+v78vn0RKRhoAoE2bNlAoFGa/JxG9OhYAiYis1IYNGzCoW3tsnT+NuwGTw7h37RJGDe2BEd9+hH+O73nl65y/cgoZmekAgCZ1qkHpxA8lRGQ+Ld6ohRlfDUHLNyo9UYQhsqT2jaqb/t7tv3AUBoN5+9++Wa4G5gydjHbt2qFXr15mvRcRvT4WAImIrJSXlxeiIiMBADfOHBOchsgyXNzUSIqPAQAc+HdXHkc/24mzh03jRrWqvG4sIqLncnFWotc7DbB91gjUqsCWAySGm8oZTWuWAwA8SIzDlXs3zXo/Zycl3uv5PjZt2oTmzZub9V5E9PpYACQislINGzZEcHAwAODe1UvIfI3lkES2wieoELwCggAAl6+dw4PYqJe+hsFgwPGz/wAAnBRy1KlcPl8zEhH9P4lEAg9ZpugYRHinYVXIZTLUK1cNGp3WrPeSAHAvFWjWexBR/mEBkIjISslkMnTr1g0AYNDrcOvcScGJiMxPIpGgRLU6pscH/9390te4GXYV8QmxAIBalcpB5eKcb/mIiJ5G7e4GmcQyu64SPU/3lvUQt28u/pw+DZWLljXrvVyCvKBw499YIlvBAiARkRXr0aOHaXzz7HGBSYgsp0TV2qbxgaM7XrqHUc7sP4DLf4nIvG7ejcSXPy3CybNnodGYd7YV0YtwUznDQ62Cm5f5NpCLfhiDoYsn4vDds8jK4kZ1RLaCBUAiIitWqVIlVKhQAQDwIOwmkuNjBSciMj+1ty8Ci5YEANyLCsPt8Osvdf7xM48LgPVrVM7XbEREuW0/9C92/H0MXYd9h8V/HhQdh8jE2SkZEphnE5Dtpw5g99m/0WPIR/jxxx/Ncg8iyn8sABIRWTGJRILu3bubHt/kZiDkIHIvAz5wdOcLn2cwGPBOi65oUq8ualQogwAfL3PEIyKCXq/H9kPGv8symRSdm9USnIjoMSk0cPEx4EZUWL5f+68Te03j9957L9+vT0TmwQIgEZGVe//9903jG2eOvfRySCJbVKxyDUhlMgDAoWO7odPrXug8iUSCtxq0xowvBmLxtyPNGZGIHNyZ0Bu4H/cQANCiTkX4e7sLTkT02Jez16J6/y7oPGUg0jLT8+261yJu43rUHQBAvXr1UKxYsXy7NhGZFwuARERWrlChQmjYsCEAICn2PuIiwgUnIjI/Z5UbCpWtBAB4mBiHC6GnX/hcD3cNDHotJBKJueIREWHboX9N4+4t6wpMQvRfKemZiE9KgkarwZErp/Lturln/+VepUJE1o8FQCIiG9C9e3d4enqiSv2mUDhztzVyDCWq1oFC6YxmDVrDy8P7hc9TOaWaMRUREZCVrcGeIycBAK4uSrRrVF1wIqInta1fxTQ+eDF/Wsjo9XpsO7UfACCXy/Huu+/my3WJyDLkogMQEVHeevbsiV69emHnyUvYfvy86DhEFlG4fBX0HD8DjYqUhY/GJc/jwyNuIzH5IXxrukEps0BAInJYh06eQ2p6BgCgY5MacHVRCk5E9KRGNcrCTeWM1PRMHLp0HHq9HlLp683/OXb9LB4kxgEAWrZsCV9f3/yISkQWwhmAREQ2wNnZGUqlEnXKlRAdhchiZHI55AonXIiLfKHjt+/fiDFTBuHNrh/i3NWbZk5HRI5s3c4DpnGv1m8ITEL0dEonBZrWLAcASEhNypfNQP74+y/TuFevXq99PSKyLBYAiYhsSIC3B4oE8ttWcizJWZnIUua9CcjFq2cAGJcolSgUbO5YROSgbt+LwsmLVwEApQoHosmjIguRtWlco6xpfOLG660guZ8Qi/0XjgIAChQogHbt2r3W9YjI8lgAJCKyMdWKFsCFQ7uQ8CBKdBQii7kUexdb967DjTtXnvrzpOQEhEfcAgCULV4Ybqq8lwwTEb2Kf05fMI0Hdm7y2ssqicylUe4C4PVzr3WtI6GnoNPrAQD9+/eHQqF4resRkeWxByARkQ3Zu3cv2rdti8zMTCTHx+LNjj1ERyIyu5i7t/HrgunQZmehUd0WGDlw4n+OyZn9BwA1KpSxZDwicjC927+NtxvUwsZt29C7TX3RcYieqWKJEHh7uOJhUhpO3rjwWn0AO73REvWbNcS6U7vQr1+/fE5KRJbAr6uIiGxIzZo1IZMZdze4cfoosjMzBCciMj+foIKQP5ppcPjEPiQkxf/nmCcLgKUtlo2IHFODSiFYMKYPvNxdRUcheiapVIqG1YxfiiWnp+B61J3Xul7tNo0wZ84cBAezzQaRLWIBkIjIhnh4eKBHD+OsP01WFm6c/ldwIiLzk8kVKFO7AQBAq9Ni96G//nPMhSunjcdKpaharqRF8xGRY3F1c4WzJFt0DKIX0qi6cRmwj7snHiTEvvJ1XPzd4eyrzq9YRCQAC4BERDZm4MCBpnHo0QMwGAwC0xBZRtk6DQGJBACwY/9G6PSPNwVJTH6Iu5HGWQ3lShSBqwv7/xFR/kvPyITBYICPml2UyHa816IOLq39DpdWrkPDinVe+vy0zAzo9Xp4luOsPyJbxwIgEZGNqVy5Mt544w0AQMKDKNy/fV1wIiLzU3v7olCZSgCA2IcPcPLcEdPPLl7h8l8iMr9JC5aj82djsXLDZmRkcgYg2QZ/b3eULx4Clbsu74OfYsbmX9B6Yh8s2boKqamp+ZyOiCyJBUAiIhv0ySefmMaX/z0gMAmR5ZSr19g03rZvg2l84Qo3ACEi83qYmIw9R07h1t1IjFu4IWdCMpHNULpkvvQ5aZkZ2Hx8D8JjIjF2/DhotVozJCMiS2EBkIjIBnXq1Al+fn4AgDsXziA9OUlwIiLzK1i6PNTevgCAMxePIerBPQCAr7c/ihYsDLlMhqpl2f+PiPLfpn3/QPOo+PFhu4ZwVjoJTkT0chSyNEhgeKnWMX+d2Iu0zHQAQPfu3eHp6WmmdERkCSwAEhHZIKVSiY8++ggAYNDrcPXE34ITEZmfRCpFubqPZwFu378RAND1nQ/w56K52PfbDKhcnEXFIyI7pdPpsW7nQQCARCLBx52aiA1E9JIyMrMxYcE69J41HMOWfPtC5xgMBqz5e4vpce7VJ0Rkm1gAJCKyUQMGDIDk0RqkW2dPcDMQcgila70BmdzYgP+f43uh0xln5Eh0yfBQu4mMRkR2av/xM4iOjQcAtKxXCcVC/AUnIno5zkoFZv+xByeuXsDpm5de6D3jsWtncT3KuMFW3bp1UaVKFTOnJCJz4xZWREQ2qnDhwhg4cCD8AgrgrszbVAwksmfOrmpUeLMZ1K5uGNxmAGQyOZwUehi0L9/biIgoLwaDAb+u32Z6POS95gLTEL0aiUSCamUKY9+JUMQlP0RMUjwCPH2fe87iXatN488++8zcEYnIAlgAJCKyYXPnzgUAzNu0F+dv3RWchsgyarfpAgCQe6ugTdPCy1MH6AWHIiK79O+5y7hyOxwAULV0YbxVt6LgRESvpkbZoth3IhQAcPnu9ecWAC+GXcWxa2cBACVKlEDnzp0tkpGIzItLgImI7EDTauVFRyCyuIsJ0fhwRAf0GNwTUxatFB2HiOzQrxu2m8Zf9mnL2fZks6qXLWoaX75747nHLt61xjQeNWoUZDKZ2XIRkeWwAEhEZAdKFyqA4kH+yEhNYS9Achi3osIR9zAGt++G49a9SNFxiMjOXLh2C6cuXQUAlCociI5NaghORPTqqpctYhqH3r3+zONuRYdj7/nDAICgoCD06tXL3NGIyEJYACQisgN3797FuR3rsWrSSNy7elF0HCKLiLgeaho7OzkJTEJE9sjH0x0dmjeAXCbDqF6tIZPxoxPZrqLBfvBydwXw/BmAbi6u6NaoHZRKJYYNGwalUmmpiERkZvwrRkRkB06fPo3VK5ZBp9Xg3P7teZ9AZAeibl4xja+H3YNez0aARJR/ggP8sGDiZ7i9ZTp6tn5DdByi15KzEQgA40YgiXFPPS7A0xczp/6EsLAwDBgwwJIRicjMWAAkIrID7dq1Q9myZQEA9+/cwP07z+/tQmQPMtNSTeMH8Qk4fPqCwDREZG/kcgV8nTJQMNAHTgrunUi2r8YL9AGUKuTwrlwQgYGBcHNzs1Q0IrIAFgCJiOyAVCrF6NGjTY/P7tsmMA2RZcRFhj/xeMmG7eyBSUT5xs9bBSm3GCc78uRGIE/vA+hdMQQypcJSkYjIglgAJCKyE++//z4KFSoEALh39SLio+4JTkRkPunJiUhPTgIAuDgb+/+dv3oTZ0Kf3diciOhFLF73F9buPAiVPkl0lP9Yv/cEmn8yFWeuhD3zmNsRMRgweSlGz/ojz+vtPX4JXUbNhlejjyGp3gvF3xmBLqNmY9HGA/mYmqxF3UolMLJXKywY9RU61Wv5xM+W79+A3w5sgFNxb0HpiMjcJAZ+VU5EZDdmz56NIUOGAACKV6mFpj3Yu4XsU3joeez6dRYAoH7dMvjnX+NOnW9Uq4C5Y4eJjEZENiw+MQmt+o9CVrYGxUP8cXXDVMjlMtGxTBZtPIABk5cCAIoF+6NZ7fIoHuIPT7UKtyJisPf4ZZy5GoZqZYrg9MqJz73W6Fl/4MzVMIzu3Ro1yhXFw6Q0nLkahoUbD2Dv8csoFuyPhV99gGa1K1jiP40sKDk1AJGXH7+uUzPS0PTr95GSkYaAgADcuXMHLi4uAhMSkTmwmQURkR358MMP8e233yI2Nha3z59E9Rbt4OkXKDoWUb57GB1hGr/dvCpuhT1AVHQCjpy5hMs376B8iaLPOZuI6OlWbN6NrGwNAKBdw2pWVfz7f7cjY7BoY8x/nu/ctCbWTfv0ued2GTUbNcsXw555j9uHeKpdUSzEH52b1cK0ZdswetYfaP7JNJz+fSKqlS2S3/FJICfnLAAq0+PVf29BSkYaAKBVq1Ys/hHZKS4BJiKyIyqVCkOHDgUAGAwGnNq5SWgeInNJir1vGpcoFog+3RubHs9esVFEJCKycQ/iE7B6214AgJNCjmE93hac6Ok6N62Jzk1roliwPwDAU61CtTJF0L9jY5z+fWKexb+9xy/B28MNo3q3fuYxo3q3RuemNQEATQdOQWJKWv79B5BwclmWaZyUnoIlu43Lxf+/pzQR2RcuASYisjOpqakoXrw4YmKMswI6fj4WvsGFBaciyl/pyUkIlsdCnnINbVvWgFwmRbtu0xAZ9RAAsPjbkahZsazglERkS76dtwwbdh8CAHzevQV+GtZdcKL/yunN179j4zyOfLbi74zA6ZUT4Kl2fe5xtyNiULzdCNP9Fn7V55XvSdYjW6PFrYhY7N+biRCfAth6ch9+eVQA/OCDD7B06VLBCYnIXDgDkIjIzri5ueGbb75BYGAgWvboB+/AYNGRiPKdyt0D9euUxbsd6sHF2QkKhRyD+r0NTw8VRg3ogUqlS4iOSEQ2JCwyGpv2/gMAcHd1wZg+7whOZB6JKWnwVKvyLP4BQLEQf9Msw7V7jps7GlnI/pOhKNd5NAYvGIe1h7dhxYE/AQBKpRITJkwQnI6IzIkFQCIiO9S/f3/cvHkTX48eAamM7V7JPrkrtU88btm8CratH4PevRtD6aQQlIqIbNHclX9Cp9cDAEb2agVfL7XgROZxKvQOzlwNg6R6L6zfeyLP46uVMa4gSExJN3c0spBShR73hj506TiyNNkAgEGDBqFQoUKiYhGRBbAASERkh5ycnODq6oo65UogyMdTdBwis3CRZz7xWCqVws3VGVokQOHmLCgVEdmayzfvYM/RUwCAAB8PDH2/heBE5pO7kPfH7rxn9Xl7uOU6l30A7UHhAr5QPNrcJjLe2E/X3d0dY8aMERmLiCyABUAiIjsmlUrRqYGxibdWoxGchih/xNy9g6vHDuL8mUtISc14+kGqVAAw7eZJRPQss5avN42/+agd3FT2+wVCs9rlUa1MEXiqVRjQKe8+grcjjf2EX3TZMFk/mUyKEgUDnnhu5MiR8PHxEZSIiCyF68KIiOycWqbH2b9W48aVy+g8fAKkMpnoSESvJezyWZzbtw1/rwfmTP8Q9ev9d7OP6LgILP71KP7+9yw2zpkEF6VSQFIisnYarRalixXGuas3EeznhX4dGomO9FLW7z2Bk6F3kJiSjuIh/sbdgUP8n3m8p9oVp1dOfOHr346IBQDUKFf0tbOS9ShVKBBX7kQBAHx9ffH5558LTkRElsACIBGRnevXrx9OHtoLALh28jDK1mkoOBHR60mKvW8aFy7k99Rjpv28Cbv3XwAArNm2D306trJINiKyLQq5HF8P+gDfftQCkbEP4aSwjY9He49fwp7jl9G8dnl82acNPNWu2Hv8ErqMnoMa5Yrmy469Z66EmWYAdmlW67WvR9ajdJECgHHDa3zxxRdwdeXsTiJHwCXARER2buLEx9/0n969BdrsLIFpiF5fUuwDAIBcJkVQoNdTjxnQ9y1IpRIAwK8btiM5lb2riOjpgjylKFTAB3UrlRQd5YVM/W2b8f8O6YpmtSuYluY2q10Bp1dOxKnQOyj+zojX7tm3cOMBAECxYH/075j3cmGyHbk3AlFyhjyRw2ABkIjIztWpUwft27cHAKQnJ+LS4X1iAxG9BoNej6Q444yUkGAfyOVPX9Jeolgg2rxdHQCQkpaOpRu3WywjEdkOD081XKWZeR9oJWqULYqFX32AZrUrPPOYxV/3xe3IGPT79tdXvk9iShoWPSoALvzqg1e+DlmnUsWCTONr164JTEJElsQCIBGRA5g8eTKkUuOv/HMHdiAzLVVwIqJXk5acCJ0mG8Czl//m+OSjFnByMi7nW7V1Lx7EPTR7PiKyDVv2H8HCP7ZALbWt2cHVyhZ5bvEv55hiwf5Yv+8kzlwJe6X7dBk9BwCw8Ks+ed6PbMfG/ScxZs46BHglm567ceOGwEREZEksABIROYBy5cqhd+/eAIDsjHSc3LFRcCKiV5OWlGAaF3jG8t/cP+/asR4A427AP/221qzZiMg2JCan4selazB/9SaU7/AZ4hNTREfKd9XKFAYAjJ79x0ufu37vCew9fhlTh3Tl0l87kpqeic+mr8T3S/9C7Z7z4aSQwsPdlUuAiRwIC4BERA5i0qRJcHNzAwBcOf43Yu+FiQ1E9ArSk5NMYz8f9zyP7/9BM3h5Gvtj7Tp8AsfPh5otGxHZhjkrNyLpUX+8JjXKwsdTLThR/svZCXjv8csvdd6ZK2HoMnoO+ndsjFG9W5sjGgkyeckWRDwwzoSvUyEAiXt7I/HiUmzevFlwMiKyFBYAiYgcRFBQEMaNG2d8YDDg8MbfYdDrxYYieknpyYmmsa9P3h/a3d1VGDLw8Q7AUxevhEajNUc0IrIBl2/ewYbdxu1P3VTOmP55N8GJzMPHw800ftHNQBJT0tBl9Bx0blozX3YRJutxLSwaP/6+AwDgpJBi1rB6cHFWANmJYoMRkUWxAEhE5EA+++wzlCtXDgAQe+8OwkPPC05E9HJyFwD9fD1e6Jz2rWuiYvlCAIDbEdHY8c9xc0QjIiun1+sxZdFKGAwGAMC4fu0R5Pf8VgLWpPknU1G9+9gXKuh5qlUvff2mH09FtTKFsW7ap68Sj6yUwWDAkB9WQKPVAQBG9qiMkoUe/f3UJD/nTCKyNywAEhE5EIVCgTlz5iA4OBi9P/8ShctXER2J6KUolM7wCwyASqWEn++LLduTSqUYM7wjfLzVmDx6ANo0qmvmlERkjTbvO4yL128DAMoWDcJn3d4SnOjF5fTlO3M1DGv3nMjz+MSUdNPYU+2a5/FdRs1GsWA/Fv/s0J8HTmH3sUsAgEKBbhjzQdXHP9SyAEjkSOSiAxARkWU1btwYN2/eRHJGFiYu2wSNTic6EtELq9KkFQb174Aq/vdNs3heRLkyIdixYQyclSrgoRP0Wi4DJnIkSSmpmLl8venxnFG9oFDYzkehnBl9xYL90axW+TyPvxURYzo+L6NnGTcKYfHP/qRlZGHo9JWmxzOG1oXK2fi6/+dsNH7ffRRR2WcwbNgwNG7MDV+I7B1nABIROSBnZ2f4e3mgVZ3KoqMQvTR3Z2PhTyKRvNR5SqUCBmggt50Vf0SUT+as/BOJKakAgHeb10KTWuUEJ3o5NcoVReemNXFry3TTBh/Pcyr0DgCgc7Oazz1u0cYDuB0Rk2fxr8uo2S8elqzGd79uwb1HG3+8VTsEHRoVMf3sVmQyFm28hK1btyI0lBtkETkCFgCJiBxYi5qVEOTjift3bnBDELIZzvLXe61mIwYKlTPOX70JDWcCEtm9q7fvYv2ugwAAVxclfvz8fbGBXoGn2hW3I2NfqP/f7YgYnLkaBk+1Cl/2afPM4/Yev4R1e0+80My/xNT0PI8h63Lr3gNMX2Hc+EMhl2L2iHpPfHFWwPdxn8ioqCiL5yMiy2MBkIjIgUVE3MPRP5Zgy9wpuH7qqOg4RC9EKXu9AmBcfDJGT5+J3l98hzXb9uVTKiKyVsULBmFY3/egcnbCNx+1Q0iAt+hIr2TqkHfR79tf8zwuZ0nv4q/7PrP/35krYZi6bBv2zBud5/VedBdhsi6FC/hi+rD34eHmhOHvV0KpQp5P/LyAz+MCYHR0tIXTEZEIEsPLNNAhIiK7snfvXjRv3hwA4OyqRtfRk6FU5d0snEiEtKQE7P5tLsoU9kDDesXRpf2rbeZxKfQuevSbDYPBAFcXZ2ya+x38vD3zNywRWZWSwW54GBsFf293ONlQ77//12XUbBQL8cfUIV2f+vNFGw9gwOSl6Ny05jNn9iWmpKF693FY+NUH8HZ3e+a9HianIjElHX/sPg5vDzcs/KpPvvw3kAXJ7+NB5AW4qRRwdVE88aO4xEz4tVgOAGjRogV27twpIiERWZDt/vUjIqLX1qxZM3Tp0gXr1q1DZloKTu7YiDc79RQdi+ip0pISEHvvDmLvAUH+qrxPeIYK5Qqh4zu1sWHzMaRlZOLHpWswZfjH+ZiUiKyJj48HVNI0qGx05l9u66Z9itGz/kD17mMxdci7qFGuqHF5cEQMpi7bhkUbD6B/x8bPLdZV7z4OtyNj0PyTaS98Xxb/bJBCAmTcRIDP0/9e+ngooZBLodHqOQOQyEFwCTARkYP78ccfoVIZ3xyG/nsQUTevCk5E9HSZqSmmsbf3s2etvIghH7eEh7vxdb/znxPYf+zMa12PiKxPWGQ05AoFCqgyRUfJV1OHdMXUIe9i6rJtKNp2OLwafWwq5p3+feJzi3WLNh7A7ciYl75nsWC/V85LlnUtLBqABNBceu5xEokE/l4uAIDY2FgLJCMi0bgEmIiIMGvWLHz22WcAALW3LzoPnwCF0llwKqIn3Tx7HPtXLgIAjPzsHfTo2uC1rvfXjtP4+tvVAAAfT3dsmDUJns9ZDkdEtmP/sdMYPnUePunWBtM+eQcqF6XoSERmt/9EKJp9MhX9Or2B6Z+UgNrV6bnHl+u6FlfCEuHm5oaUlJTnHktEto8zAImICIMHD0aDBsZiSsrDOBzftkFwIqL/0mQ9nsWTHx/m27xdDQ3fLAcAiE9MxtRfVr32NYlIvMTkVEyavwIGgwFzV/2FbYfPi45EZHap6Zn48NtfYDAYsGj9YazZcyvPc9xUxr6AaWlp0Otfb4MtIrJ+LAASERGkUil+/fVXuLgYl4KEHt3PpcBkdTTZWaaxSvX6BUCJRIJvRnWGWm183e/4+xiXAhPZgSmLV+JhUjIAoG2DqujcrKbgRETmN3rWHwiLigMANKhaAB++UybPc9SPCoAGgwHp6elmzUdE4rEASEREAIDixYtjypQppseH1i59YsYVkWiazNwzAJ+/rOlF+fm6Y/TQ9qbHkxcsR2Jyar5cm4gsb/+x09j5z3EAgKdahYVj+kAikQhORWRe+0+EYt66fQAAlbMcv37dEFJp3q/7t+sURJ+OtTFkyBBzRyQiK8BdgImIyGTw4MHYsGED/v77b/gEFYROq4WCbZPISuQuSLvmwwzAHG3eroY9B87j0OFQlC5aCNlaTb5dm4gsJyE5BZPmrzA9njWyJwr4eYoLRGQBOUt/c0wZVAvFQ9xf6NyRPSsD6hJA2ZHmikdEVoQFQCIiMslZCnzixAm4FiqFbcfYN4msxxM9APOxAJizFLhxg6vo0qo1NHG6fLs2EVnO1MWrnlj626NVPcGJiMzv/5f+Dupc/uUuoONqDyJHwQIgERE9oXjx4ihevDj0ej0uh0Ui7H6c6EhEAPK/B2Bufr7u6NCmFrSIhZNbELJT+YGIyJbkXvrr5e7Kpb/kEF516e8T9Fl5H0NEdoE9AImI6KmkUin6tmwIJ7kcWk226DhEKFS2Epq3bYnO7evAy8PVbPfRqRIgkcmQmcXXPZEt+O/S3x5c+kt273WW/j5BlwmDwcBdgIkcAAuARET0TAHeHvDXJmH1d19wV2ASrkTV2ni/b3d8M6oz3N1VZruPHhk4eeMy2g8ag/3HTpvtPkSUP9LSM1DA3weAcelv95Zc+kv2LzktA4UCfQG84tJfAIs3XYFng9lQKBRYu3ZtfkckIivDAiARET3Tjh07MHbEEGSkJOHAmiXITOfuqCSW3ALvXM5fDMNHw6bhftxDfDtvGWIeJpj/pkT0ykIC/fH3simY9llXLv0lhxHk54UDvw7C7BH1Xm3pL4w9cJNSs6HT6ZCSkmKGlERkTVgAJCKiZ2rRogUaNmwIAEhLfIhDfyyFwWAQnIocmVxq/tdfpQqF0bi+cSZFQnIqxvy0GDodl0YRWStvb3d4K7MwsldrLv0lx6GQQJp1EYO7VHi1pb8A1CqFacwCIJH9YwGQiIieSSqV4vfff4ePj3FpVfjlc7h8eJ/gVOSo9DodpBLzF+IkEgnGj3kXAf4eAIBTl65i8bq/zH5fInpx2RoNUtMz4KR0QpCKm/aQY9BqdUhITgNkMiDr9VtUKJ1kprFGo3nt6xGRdWMBkIiIniskJATLli0zPT62dS1iI8LEBSKH9ceUMejapjeatJlg9nt5erhiyvjupiVVi9ZuwcmL7INJZC1m/LYW3YZPwMO4CMgs8MUAkTWYuHgTKr/3NY6cPQjo01/7erlXDXMTECL7xwIgERHlqXXr1hg+fDgA4yysfSsWIjszQ3AqcjQGg/HDyav0OXoV1aoUwycftQAA6PUGjPlpIR4mJVvk3kT0bPuPncbqbftwLzoGrQdORFLK6xdCiKzdvhOXMWnJFtx7EI+mA35FdFw+FABz/T1lAZDI/rEASEREL+S7775DrVq1AADJ8TH4e/0y9gMki8p5vVmywX/fnk1Qu0ZJAEBsQhK+mbmEH5KIBIqKicO42UtNj6cOeRceavPtCk5kDR7EJ6HH1wtMfwfHf1QdBXxf/3UvzfX3VKfTvfb1iMi6sQBIREQvxMnJCWvWrIGHh7Ev2u1zJ3H1+N+CU5EjyfngY6kZgAAgk0nx3bhu8PZyAwAcOXMRyzfvstj9iegxjVaLL35ciJQ048ynLs1qoX/HxoJTEZmXXq9Hr7ELcT8+CQDwVu0QjOpZOV+uLZNxBiCRI2EBkIiIXljRokXxyy+/AABUbmq4qD0EJyJHYpoBaOH7+vq44/vx70MikUDl4owAHy8LJyAiAJi36k9cuHYLAFA02A+Lv+5r0RnBRCJMW7YNu49dAgAE+rhg+bhG+fZFGGcAEjkWuegARERkWzp37oyff/4ZrVq3warD5xEVnyg6EjkIkZ/z69Qsha9GdkStaqVQzKsCtBlZ4sIQOaAjZy5i6cYdAACFXIY/vh/Epb9k946cu46v528AYPwb+PuEJgjwyb/XvT5XKxeplHODiOwdC4BERPTSPvvsMwDAx96++H7lX8jIzhaciByBRGL8cKIX1HuyS/u6j0bJkGSrYOBsCSKLiHmYgK9n/mJ6POXTd1GzfDGBiYjM72FSKrqNmQedzrg09+s+1dC0ZnC+3qNKSR/8Oe0t6Av3QpkKVfP12kRkfVjmJyKiVxbg7YE+LesDBiA+6p7oOGTvHk0B1OvFbj6jQxoUPnoYDAZcvX1XaBYie6fT6fHF9IVISEoBALSpXwWfd39bcCoi8zIYDOg1diHuPXgIAGhQtQDGflgt3+8T4KNC+4ZF0LFDW5QrVy7fr09E1oUFQCIiei0lg/wQuvMP/DlzEh6E3RQdh+yYNGcGoOACIACkZT/ApF9W4P0RE3D07CXRcYjslkwmRauGdSCXyRDs74Wl4/qx7x/ZPYlEgvffrgdnpRw+HkqsnNAYcrkZP7oLmllPRJbFJcBERPRaZs+ejcP7dgMAdi+biw6ffQM3T2/BqcguSXNmAIrfqXDz9pPYsO0gAGD09AX4fdrXKBwcKDYUkZ0a2rs9mlcLgbOTAr5eatFxiCzi/XcqoFRIW6SmaxAS4Gbem0lk5r0+EVkFicHAcj8REb06jUaDFi1a4MCBAwAA35DCeOeT0ZA7KQUnI3sTfesaqgQDRbxSUKNqcaFZ9Ho9hn25DAf+uQwAKBIciBXTvobalZsSEOUnbx8PFFSliY5BZFlOBiD9iNlvExWbhtA7CXCr9iWKlywNPz8/s9+TiMThEmAiInotCoUCa9euRdGiRQEAcRHhOLT2N/D7JcpvBYqXRoUqFYUX/wDjbomTx3ZD8aIBAICwyPv48qdFpmbtRPTqIu7HYP+xM3B1c0WIKl10HCKLiI5NxJpdxwC5DMg4ZpF77j0ZieafbkfdN+pj7dq1FrknEYnDAiAREb02X19fbNmyBW5uxiUqt86dwLn92wWnInuUbUUb77q6OmPWtL7wcDfO+jt8+gJm/75BcCoi25aWkYGh383GsClz8Pu6tTDoregfPZGZZGZlo8OImeg2Zh5G/DADOq3GIvdNSXt8n5z3cERkv1gAJCKifFGhQgX8/vvvpscnd/6J8MvnxAUiu5Stta7m/yHBPvhhUk/IZMa3VL/9uQPbDv4rOBWRbdLr9fhqxi+4eTcSALBm51GkZWQJTkVkXgaDAQMmL8XxS7cAAGv3XEFCSrZF7p2a8bgAqFazvyaRvWMBkIiI8k27du3w7bffGh8YDNi/ahEe3o8UG4rsRmJMNM6eOo89+88jLS1TdByT2jVKYtTQdqbHE+YuxcXrtwUmIrJN81dvwsETZwEAHm4qbJkxFGpXF8GpiMxrxsqdWL7N2O/PRSnD5h9awNfT2SL3TklnAZDIkbAASERE+eqrr75Cly5dAACarCyc2MYlkZQ/zh3YgTnf/4ARX69A1P0E0XGe0LVjPXRqVwcAkK3R4sela9gHk+gl7Dp8AovXbQUASKUS/PH9JyhVuIDgVETmtfPoBYycucb0eNm4xqha2tdi98+9BJgFQCL7JxcdgIiI7ItEIsHSpUtx8+ZN+Pr5o0yLLshiHYTygZPy8YyIjAzLLI96URKJBF8Oa487YQ8glcrx48jPIZFY13JlImt19XY4xs361fR4+tBuaFGvksBEROZ3LSwa7305D3q98U3SN32roUvTYhbNkHsJMHsAEtk/FgCJiCjfubq6Ys+ePfD09EREbAJ+XLsdWRqt6Fhk4xS5CoBp6dbXF0yhkGPm1D5wUSnhrJBBFyeDQccNDIieJzo2HkMmz0JmtrGo/0Hb+hj6fgvBqYjMK+ZhMtoM/QlJqcZdrts3LILx/apbPAeXABM5Fi4BJiIis/Dx8YFMJkPhQF/0a9MYUokEWo1ldrUj+5S7AJhupRsDuLuroJDLoDOkQOGjBSQSZGVruByY6CkSk1PxyYSfEBNvXNJfp2JxLBjzAWfPkl1LSctAy0+n4+a9BwCAiiW8sWJ8Y0illn/dswBI5FhYACQiIrOrWKwgmlcsjj9nfovLR/aLjkM26okCoBXOAPx/GiQgTZGGD7+agl/WbxUdh8jqxD5MRFJKKgCgZKEAbJnxOZROCsGpiMzrwcNkxCQkAwBC/F2x7ae34aYS87pPTecSYCJHwgIgERGZXWJiIj7/qCcS7kfiyKZVuH3+pOhIZINsrQCYmaVB948n4NKNO5i78k9s3PO36EhEVqV0sUI48OskvFG5JHbNGQU/L3fRkYjMrkShQBz9rS/erByIXTNboWCAuMJbRpaxPYuTkxOcnJyE5SAiy2ABkIiIzM7T0xM9evQwPjAYsH/VL4i8cUVsKLI51t4D8P85KxXo0LaW6fGk+ctw4PhZgYmIrIdEIkHhQDdUKuKFf5Z8jaLBfqIjEVmABJDFoKB3Mv5e2BblinkJTXNqWUdk3tqA6OhooTmIyDJYACQiIouYNGkS+vbtCwDQ67TY/dscxEWGC05FtsTJ2cU0TkpOF5jkxfV+vxF6vtcAAKDXG/DFjwtwNvS64FRE4hw8cRZ6vR4FA93hLjP+O2bPP7J32/45B41GCyhSgMxrAKznda909Ya3t7foGERkASwAEhGRRUgkEixcuBBt27YFAGiyMrHjl5+RHB8rOBnZCpW7h2kcF58iMMmLk0gkGDa4DVq9VQ0AkJWtwZDJs3AzPEJwMiLLW7FlN4Z+NxsT5v4KlT5RdBwii1i65W+0GfoT2o2YgbSHVtgCRcHNP4gcBQuARERkMXK5HGvWrEG9evUAABkpydi+6CekpyQJTka2wNXdEwDg7OxkU7vqSqVSTPzqXdStVQoAkJKWjoETfkJUTJzgZESWs+3Qv/jx1zUAgM37jmLn0QuCExGZ39a/z6LfpF8BADsOX8S6fbcFJ3oKOQuARI5CYrCld9BERGQXHj58iPr16yM0NBQA4BtcGG0GjnxiiSfR/zMYDNBkZqBrXTWCVLZXPEtPz8JHny7A5Sv3AABFggPx2/dj4OnOnRfJvh09ewlDJs2EVqcDAIzr3x7jB3QUnIrIvI6ev4FmA6ciIysbAPBZ1wqY8Xldq1n6G3o7AT+uuoACZd/G220748033xQdiYjMjDMAiYjI4ry9vbFz506EhIQAAOIiw3Hl2CHBqcjaSSQSOLmokKWViY7ySlQqJeZM/xCFCvoCAMIi72PFll2CUxGZ18XrtzB86lxT8W9Ap8YY17+D4FRE5nXpZgTaDP3JVPx7r3lx/DTUeop/ABB6JwG//nUNk6fNxJEjR0THISILYAGQiIiEKFiwIHbt2gUvLy/0+/gT1GneRnQkshFp2dbzAepleXu5Yf6MfvD1UaNT2zcwqFdn0ZGIzObyzTsYOP4nZGQad+3u0Lg65o7ubVVFEKL8duVOJJoOnIKE5DQAQLNawfhtbCNIpdb1uo+Of7yZVoECBQQmISJLkYsOQEREjqtcuXK4dOkSgoKCEBYdixnrdyIzWyM6Flm51Czb7l4SEuSD1b8OhZ+vO+SSbOgfukCv1YqORZSvrt4Ox8DxPyE1PQMA0Kh6WayaPBAyGecfkP26FhaNJgOmIOZhMgCgZjk/bJzSHEon65u5HhX7uAAYFBQkMAkRWQr/AhMRkVA5bzqLFPDDZ51awNlJgcSYaOh1LIjQf0Vcv4xlC37D51/+hus3o0THeWX+fh6QSCTQIQUy70xIZTKERz1A5qPlYkS27ObdSAwYNx3JqcYZUPWrlsbWmcPgrHQSnIzIfO5ExqLJx1NwP964sVm10r7YNbMV1K7W+brnDEAix8MCIBERWY1iQf54s7APNs2ajH0rF0H/qGcUUY64iHAc3bcP+w9dQvjdWNFx8oUWybiVeBsffPkdhk2ZgyzOgiUb5+flgYIFAgAAb1QuiW0zh8HVRSk4FZF5+XmpUbJwIACgSikf7JndCl7u1vu6j45jAZDI0bAASEREViMtLQ2D+/VBdmYG7lw4jf0rF3EmID1B5e5pGsfEJYsLko80Wh0Gj56NhKQUHD17iUVAsnkFCvjj4MLRGNi5CbbPGgG1K3d4J/vnpnbFtp+a4pNO5bBndmt4eziLjvRcUXHGGbpKpRJeXl6C0xCRJbAASEREVsPV1RXLly+Hk5NxucztC6ew9/eF0LE/Gj2SuwAYF58iLkg+UshlmDy2G1xcjK/7I2cuYuh3s7gcmGySyk2FYp5a+Li7YN6XH8DdjcU/cgAyGaA9A1dlNuaOehO+ntZd/AMezwAsUKAAN+YhchAsABIRkVVp0aIFNm/eDKXSuGwm7OIZ7F0xn0VAAgCo3D1M45jYJIFJ8lfVSkUx76d+UKmMr/t/z13GkEkzkZGVJTgZUd6u3g7Hx+N+hMagRzFPLWQSvehIRGZ3LSwaTT+egvsJKYD2HKCznS+lMrO0iE8y/n3h8l8ix8ECIBERWZ23334bW7ZsgbOz8Rv08MvnsGfZPOi0XBbp6NRePqZxRGS8wCT5r1rlopg/ox9cHxUBT1y8gsETf0Z6RqbgZETPdvnmHfT75gccO38ZA7+ajJRU2ymCEL2q0NuRaNj/O+w/GYom/b5BTOx90ZFeyq3Ixy00ihYtKjAJEVkSC4BERGSV3nrrLWzduhUuLsblY3evnMfupXOgzeaMKEemUDrD1cPYqyjsbozgNPmvSsUiWDCzP9xcjcXv05evYdDEGUhJS8/jTCLLu3j9FgaMnW56fSoVckgl/HhB9u3ijXtoPOB7PHi0269SIYFUaltLaJ2d5Pi4Y1k0adwItWvXFh2HiCxEYjAYDKJDEBERPcuhQ4fQunVrpKUZm1UXKFYabT4eAYmUHzId1dYFPyDq5lUAwKEdE+Dp4So4Uf67FHoXH3++GCkpGQCAssUKY/m0r6CQywUnIzI6cuYihk+da+pV2aBaaWybORxuKuvvfUb0qv45ew1th85AUqqx6F2ttC/2zG5l9Rt+PJVcBVSbIToFEVkQPz0REZFVa9iwIXbs2AG1Wg0AqNqgCYt/Ds7DL9A0vnsvTmAS86lQrhAWzxoATw8VAKBd8wYs/pHV2HrgKD6b/HijmiY1y2H7rBEs/pFd23zwNN4aNM1U/KtV3g9751j/br/PpPQVnYCILIyfoIiIyOrVr18fhw4dwty5c7FsxlT4e7qLjkQCefgFmMbh92IFJjGvsqVD8Nv8wRg2uA169K4LmdJJdCQiLNu0E1/P/AVanQ4A0LlpTWyfNRyuLkrByYjMZ/HGA+g4chYys4y9iFvUCcG+OW3g5W7Dr3sWAIkcDpcAExGRzUlOy8CsDbtwL/Yh0pOTntgZluxf9O3ruPjPHjSp4oXmjSuiXJkQ0ZFeWnJKBrr1+Rnb1n/5wudIoYQkxRvajCzEJSTB14uve7IcvV6Pn5etw/LNu0zPfdKlKWaN7AmZjHMKyD4ZDAZMXrIF38zfYHqux9sl8Os3jaCQ2+7rPiE5C16l2wIFO4mOQkQWZLu/tYiIyGG5u7pgRNdWSLp1CWu+/wLhoedFRyILKlCsFN7qPQgDBnS1yeIfAIz8ejkiol5uF2M9sqBXx+HQ2YtoPWAUdv5z3EzpiP5LIpEgOTXN9Hjixx0xZ3QvFv/I7iUkP37dj+heCcvGNbb54p9382XwrfIhPv30U9FxiMiC2EyGiIhs0ulTJ7F+0SzodDrs/m0OGnTujdK13hQdiywoVeMEZxtcfbVn/3kcO3njlc69djMcI7+fjexsLb74cSEeJiXj/TbN8zkh0X9JpVIsmjgE0GWg1RuV0K9jY9GRiMxOIpHih5HtEBN/E5VL+mBEj8qiI722G/eMuxfHP0xCdna24DREZEm2+9UFERE5tBo1aqBz584AAINej0Nrl+Lc/u1gZwvH8TDD9r7HTE7JwJIV+1/5/GJFAtC2ZQ3T42m/rMasFev5uiezyHldSaVSFC2ghp9zJjZOH8LiH9m1x79PJYAiDtKss1g+vrFdFP8A4Fp4omlcqlQpcUGIyOJYACQiIpukVCqxatWqJ5avnNi+Af9uWQODXi8wGVlKdKIOEZHxyMi0nRkMP8/bhqGftH7l8+VyGb4Z1Qn9+zQzPffrhu0YP2epaVMGovwQ+SAOvUZPxq2IaBQvoIJaZtz5VCKRCE5GZD7RsYl488NJOHbxNiANBzKuALCv1/31u0mmcenSpQUmISJLYwGQiIhsllQqxcyZM/Hdd9+Znrv0z17s+30htNlZApORuZ07sAOf9/oQrbt8j/MXw0THeSHHTl6H2s0ZIUE+r3UdiUSCQf3expjhHUwfSjfvO4zPJs9ESlp6fkQlB3fpxh188MVkXLx+G4MnTEfsgwjRkYjM7tLNCNTrOxFHz99A68+m4ur1C6IjmcX1e48LgJwBSORYWAAkIiKbJpFI8OWXX2LJkiWQyWQAgNsXTmHz3ClITXi5TRbIdjir3KDTagEA129GC07zYpb+fgCfD2qTb9fr2ukN/PBtDygUxtf9kTOX0Gv0ZIRH3s+3e5Dj2XboX/Qd8z1iE4xFAneVs+BEROa3+eBp1O0zEWFRcQAANxeZ4ETmc+HmQwCAQqFA0aJFBachIktiAZCIiOxC3759sXnzZri5uQEA4iPvYveyueyNZqd8QwqZxleuWf/spBlzt77W0t9nad6kMubP6AcPdxUA4E5END6dPJPLgeml6XR6/LxsHb6asRjZGmNx/c0qpXB4ydcoXMBXcDoi8zAYDJj0y2a0Hz4TqemZAIBqpX1xdHE7lCniKTacGaSkZZt6AFaqVAkKhUJsICKyKBYAiYjIbrRu3RrHjh1DsWLF4OLigl6Dh9tV3x56zCsgGFKZcROQ0KvWXQCMiIxHSmomypYOMcv1a1YrgVVLPkPxogGQy6SYOKI/5DL7nb1C+S8lLR2ffTcLv/25w/Rcvw6NsG/BF/D1UosLRmRG6RlZeO/Lufhm/gbTc+81L45/Fr2DYPlWOJUAAGefSURBVH9XgcnM59z1eOR8L1q9enWxYYjI4mxv+zwiIqLnKF++PE6cOIFz586hcePGWHvgOA6cuyI6FuUzmVwOnwIhiI0IQ/i9OKSlZcLV1TqXKn47bT0Wzhxg1nuEBPtgxaJPcfbCHVSt7QknrTOyEjLNek+yD+GR9zH0+9m4E2FcSi+TSTFzRA980qUpv0Ahu3U3Og7th8/E2WvhAACJBJj8cU180buKXb/uT1+NM41ZACRyPJwBSEREdsfHxwdNmzaFVCrFe03rokfzNyAxGHBy55/ITE8VHY/yiW9IYQDGJVxXr0cKTvN0S38/gM7t6ljkXq6uznizbllAYkC2IgpKXycYACxYsxlxCUl5nk+OJz0jE33GTDEV/7w9XLF7zigMereZXRdByLFla7Ro2P87U/HPTaXA5h9a4MsPqtr96/78jce9kVkAJHI8LAASEZHdq1+pNLKuncDZvVuxaeZkJNyPEh2J8oFfwSKmceg16ysARkTG4/KVe2jepLKQ+2dL72PJti1YsGYzuo+YiNCbYUJykPVSuThjWN+uAIDyxYNxcvkENKlVTnAqIvNyUsgxdWg3AECxYDWOLWmHtvULC05lGb981QChO7/FihUrUKFCBdFxiMjCuASYiIjsXmxsLLZv2QQASI6PwabZk9Gke38ULiemMEP5I2cGIACEXr0nMMnT/TxvG8Z+0UXY/dPSMrFhy0EAwIP4BPQZ8z0mfNoXb9evLSwTWRcfbw+M6d4AAa46dH2rNtSuLqIjEZmfkw7vNtQgY2wjtHmzEHw8rLN9hDnIZFKUrfImygY0Eh2FiATgDEAiIrJ7fn5+OHnyJKpUqQIA0GRlYtfS2Ti9ewv0er3YcPTKrHkjkD37z6NOzVJwV4srqLi6OmPlks9QpWIRAEBWtgZf/LgQP/22FhqtVlguEic6Nh6b9v0DqVSKggU8EOKaBonEgI86NGLxj+zWg/gkLNyw39joT/4QSP8XgB69W5dyqOKfiVsx0QmISBAWAImIyCEUKlQIhw8fRpcuj2ZkGQw4vXszti/6EenJiUKz0avJ2QgEAFJSM5GdbR1FreSUDKzffAyd21um99/z+HirsXj2x2jfppbpueWbduLDr6Yi8kHcc84ke3PwxFl0/Xw8xs9eistXLsBbniY6EpHZ7T1+CZW7fY2Pv/sNv25aC2SGio4kltQJUJlnR3oisn4SgyFnI3AiIiL7ZzAY8P333+Obb74xzf5zdlWj8fsfoWBp9sOxNXGRd1Es2BM96mqtpnn7xKnr0bdHY4QE+zz15xGR8Wjd5XsAwPmj0y2SyWAwYPX6I/hx9l/QanUAALWrCuMH90HTumwEb8+yNRr8vGwdVm3da3qufPFgnFs1CXK5TGAyIvPRanUYv+hPfPfrX8j5uFukgBqha7rAxdkxu2D9tOoCErPdUL3FYLRs2RJOTk6iIxGRhXEGIBERORSJRIIxY8Zg//79CAoKAgBkpqVgx+IZuHvlouB09LJ8gwshBe6ARCE6CgDg2MnrULs5P7P4J4pEIsH7Xd7EsgWDEBzkDQBISUvH8KlzsePvY4LTkbncjX6A3qO/e6L416lpTRxe8jWLf2S3Ih48ROMB32Pyki2m4l+LOiE4/mt7hy3+AcAvm6/i2/l70aVLF3AOEJFjYgGQiIgcUsOGDXHu3Dm0atUKAFCmQkUUKlNecCp6FQYA6TpX0TEAAEt/P4DPB7URHeOZKpQrhD9++xxvNTVugFOiaAga1akmOBWZw85/jqPbsAm4cjscAKB0UmDu6F5YN3UwPNXW8e+FKL/99fdZVO72FQ6fuw4AkMkkmDq4FrbPaAl/b8ftc5mYkoWr4YkAgIoVK0KpVIoNRERCOO5XIERE5PD8/Pzw119/YdasWWjfvj2gdMXibQcRl5QiOhq9pIRMJVwF1zSuXIvAsZM3ULneiBc+J/exarULDu/61hzRnqB2c8G0iT1Qu3pJVKlUBO4hCugS5NBrrKOHIr2ejKws/PDLamzc87fpuVKFA/HH94NQpXTh55xJZLuyNVp8MfsPzFi5y/RcoUA3rJnUFHUrBghMZh3+OXcfOZP+6tevLzYMEQnDHoBERES5ZGRl4/c9R7Bz/yFcP3UUtVt3gkxuHctL6eliwm8j9c5ZRN28gMlju6FYEev+sHfs5HUM+GwRAMv1AMyLBArIM/1x42oYft+yG8M+eBcuzpwhYovGz/4Vm/YdNj3u2foNzPuiN9xUDrjbKTmM4T+twk8rd5oed2hUBEu+aggvd/4eA4BhP/+LGauNbU7+/PNP45eeRORwuASYiIgoFxelE95rWAMnNy7DpX/2YPPs75EU+0B0LHqO6NvXsXfrdoRejcCpM7dEx8mTh7tKdIT/MECDNGk4vvh5AdbtPIDuIybiRliE6Fj0Cj7t/S683F2hcnbCb+P7YfnEASz+kd374sN2KODrBieFFLNH1MOGKc1Z/Mvl4JkoAMZ+sA0aNBCchohE4RJgIiKi/3P8+HHE3I8GAMRFhmPDT+NRq3VnlK/XGBIpvzuzNkElypjGJ8/ewrsd6wlMY7uu3ohE2D3j6/52RDS6j5yIgd3ao2e7FpDLuGGEtdLr9ZA++r3k5+uBiiEKrJs6GEF+nihbNFhwOiLzyP26h5MOfm4Xse67JlA5y1G1tK/YcFbmYVImzl2PBwBUrlwZ3t7eghMRkSj8FENERPR/mjVrhmPHjqFUqVIAAK0mG0c3rcLWBdORHB8rOB39P5+gglA4G5u7nzpzi7sbvqJK5Qtjza9DUapEAQDGnlozl6/HB198h9v3ogSno/9nMBiw7dC/6Pr5eGRkaVA8WI0glzRIJQY0rVWexT+yW5sOnEbFrl/hfnwyIHsApP8LGLR4o3Igi39Pkbv/X6NGjYRmISKxWAAkIiJ6iipVquD06dMYOHCg6bno29ewfvpYXDq8Dwa9XmA6yk0qk6FA0ZIAgIcJqbgdZt1LtpOS00VHeKYihf3x++Ih6P1+Q0ilEgDApRt38N6w8Vi6cTu0Op3YgAQAiEtIwuffz8FXMxbjRngEFvz+O9ykGaJjEZlVfGIKun81Hx1GzETo7Uh8PPlnGDKvi45l9XKW/wJA48aNBSYhItFYACQiInoGNzc3zJs3D/v27UPhwsbdMzkb0DoFFc+1DNiK+wAmp2Rg/aZjpsdLfz+A5BTrKtwolQoMG9wWv80fhCKF/AA8ORvwTkS04ISOK2fWX8dPv8bBE2dNz2dla6DVsjhL9mvTgdMo/+4YrNr5r+k5nS4bGVl83eflwGnj72yJRMIdgIkcHHcBJiIiegEpKSkYPXo05s+fDwCQyeXoMHQsvAO5zM4axEaE4c+fvwUANG9cCdMn9xKc6Env9ZmBK9cin3vMB90b4fNBbSyU6MVkZmkwb/FOrFjzN/R6A6RSCX77fgwqlS4uOprDiUtIwqT5y58o/Pl7u2P+l73RsUlNgcmIzCc+MQVDfvj9icKfp9oJs4bVQ4+WJSGRSASmsw1/HryDAzc8EZMixZo1a0THISKBWAAkIiJ6Cfv370ffvn3x0Uf9UOqNZth/JhQG8E+paHq9HsvHDkF2Zga8PF1xYNt4fjDMR+cvhmHs5D/QqH5FjOrfD9kJ1jVr0Z4ZDAZs//sYpi5eheTUNNPz77Wog9kje8LXSy0wHZH5bDpwGh9//xsexCeZnmtbvxAWftEABXytbzd1q1ZlGuDkIToFEQnGAiAREdFLSklJgYuLC+RyOW5FPsCyXYcRFRuHW+dOomS1OtwpWJCdv87C3dDzAID1K4ajZPECghPZl8wsDSQwLhGWSzxhSHJGVlomth48itaN6nKnYDP5+ufF2Hrw8ewnzvojRzBk2grM/mOP6TFn/b0GlwJAxfGiUxCRFeAnFCIiopekVqshl8sBAMWDA/BNr3ZIuHQMB9csweY53yM2IkxsQAcVVOJxH8ATp24KTGKfnJUKKJUKAIDWkAid+wOs3rsP42b/iveHT8TZKzcEJ7RPNSqWNY3fa1EHl9d+z+If2b03q5U2jdvWL4TQNe+iZ6tSLP69Co9yohMQkZXgDEAiIqLXdO/ePRQrVgxardb4hESCsnUaombLDnBWuYkN50ASY6Jx6Z+96NuxChrUCDAVq8g8EpPS0KLDJGRmakzPtWlcD5/37gIfTy41e1U6nR4ymRSQSODn444AZRp6j12Ajk2qs/BHdsv0ugcAJwOQeQb9J+1C/SqBnPX3iiIepGLnsQi06TkOgWWaiI5DRFaABUAiIqJ8cODAAQwaNAhXrlwxPadUuaFWq44oU6s+lwVbUOPSTijn80B0DIdw4VI4Jv2wAdduRJmec1O54JP32+Pdlk24LPglxCUk4edla2EwADO+/gwhXlK4SDJFxyIyq/jEFHw1bz0iYxKwZdYISCQRQNZt0bHswsw1FzF0hrF9wK+//oo+ffoITkREorEASERElE+ys7Mxa9YsjB8/Hmlpj5v1+xUsijc6dId/oaIC0zkOXzc5ulaKFR3DYeh0eqzf9C9mL9qJlJTHm4OUKhKCL/r1QLXypQSms35anQ5rtu3DgjWbkZpu/P/fgYVj0KhGmTzOJLJdOp0eSzYfwpdz1uJhkvHv5aYf3ka7BoUEJ7MfTQdtxf5Txi9nLl++jHLluBSYyNGxAEhERJTPIiMjMWLECKxZs+bxkxIJKtZvhrrvvCcumAPpVzcbTpK0vA+kfPMwIRUz52/Hpq0nnni+Q7P6GDvoAy7he4rTl69hyqKVuBEeYXrOy90VC8f0QZfmtQQmIzKfE5duYdDU5TgVesf0nJtKgVnD6qFP29LPOZNeVEJyFvzeXg6dzoDixYvjxo0b/B1MRNwEhIiIKL8FBwdj9erV2L9//+Nv3A0GqD28xAZzEBmpKVj55xl8MW4lNFqd6DgOw9vLDRPGvIsViz5F2dLBj5/39OAHz/8T+zARY2YswodfTX2i+PdR+4a4tnEqi39kl+ISUtDv2yWo88HEJ4p/3d4qjmtr32XxLx/t/PcedDrjPJ933nmHv4OJCABnABIREZmVRqPB7NmzsWbNGmzbuRvbjl/AsdBbMMAAvU4LqUwuOqLd2bdyEW6dPQ4AWDRrAGrXKCk4kePR6fTYsPkY1m36F8sXfA4Pp4LISsgEDAZotFrIZTKH/ECamZWN1dv24Zd1fyEt43F/v+pli2Du6N6oXbG4wHRE5pGt0WLhhv0Yt/BPJCQ/npldvpgX5ox4A42qBwlMZ5+6fb0Pa/bcAmDsUdyoUSOxgYjIKrAASEREZAF6vR7SRxuBhN+Pwx8HjmHprOlIS3yIWq06wSeooOCE9uPm2ePYv3IRAKD7u/Uxamg7wYkcV+7XvQyukGZ64oc5y3Hx+h181qsTKpZyrILXkTMXMWjiDNNjbw9XfDeoCz5q3+jxDqhEdubYxZuo+8FE02O1SoEJ/atjcJcKUMj5us9vGq0efi2WIyk1G56enoiJiYFCoRAdi4isAH/jEhERWYA01y7AhQN90a5aSdw4eRj3rl7EhhkTsH/VYiTHc+OK/FCwTEVIpMbdZw8evgx+1ylO7te9DmmISAnFqq17cerSVfQcNRnDpszB7XtRz7mCfWnd9A28WbUMJBIJ+ndsjOsbp2FApyYs/pFdq1OtFN5paNwMqMfbJXBtXVd83q0Si39m8s+5aCSlZgMAWrVqxeIfEZlw3REREZEAUVFRCAoKwr179wCDATfPHMPt8ydRtk5DVG3WBiq1h+iINkvpokKBYiURdfMqIqMe4tadByhRLFB0LAIQE5uEAH8P3I2IAwDsP3YGB0+cRbsmb2JA13YI9PMWnDD/nLx4BQeOn8XID7vBTe2GYA8JXKTpmDe6JyQSCSqUCBEdkSjf/XvhBpZvPYK5X/SC1EkB6MOAjHD8MLgKxvYpj+pl/URHtHtb/g43jd955x2BSYjI2nAJMBERkSCZmZmY/7/27jwsynr///hr2EGWAVfchdxyyUBtLw0ws7JNsn07R2g7p1XJvqfOUv0MO1mnY3XAU3nKFoUytUxjLFOzXEDTcmfcwQVhEGRn5vcHMYErKHDD8HxcF5fMfd9zz3uYe9R58f58Pu+8o5dffllHjhxxbvfw8tbgK0dp8Ihr5OXja2CFLdfG5Wn6cV7VKsx/fuha/eHeKIMrQrXyikrNXbBKSe+lKedIgXO7l6eHbr8uWn+4dYyCAvwNrPDcbLHu1psffqaV636RJH3+5vO6+TLmoYRr22Tdr+emp2je9xmSpNmJd+u2EX4GV9X6OBwOhd/yqXZmFcjDw0M5OTkKCuIXigCqEAACAGCw/Px8vfbaa5o2bZqOHft9gnRvP39dfEOs+g673MDqWqajRw7r0ynPSpLO79dVn7z3hLEF4QRFxaX6JGWF3p/1nQoKf18Qw9/PV4/ddYtuv65lhbZ7sg/q7Y/natHy1bW23zn6En308sMGVQU0rj3ZOfpr0lx98NUK2e2/f6wcc2k3ffX6tQZW1jpVVtr17vytmrWsWD5tgvXNN98YXRKAZoQAEACAZuLgwYN68cUXlZSUpIqKCknSyPEPqDcB4Fn57PW/68j+PZKkeZ9MUs8eHQyuCCdjyz+m92d9p49TVqisrOq6f+qB8br3xmsMrqxu9h04pJlzF+kLy3JVVFY6t/fs3E7/eOhW3Tn6Eub4g8vZdzBX//xwof7z2XcqLSt3bu/c3k9//UOkHrihL3P8GcXDX7rwVZWWlcvb29voagA0IwSAAAA0M1arVc8//7zWr1+v71esVFrGJq3YuFUVlXYdy8+Tp7cPQ4PrYMP3i/XTgjmSpLgHovXohNEGV4TTOXjIpnfe/Uar1m7X/I+fVxv3Tiq1lUl2u47Y8uXp4aFA/zZGl+m0J/ug3vlknr5ZsVqVdrtze/vgAP3lDzcq/taR8vZi8n24lj3ZOfr7jC/04Vc/qLzi98DbHOClZ+8doj/dNlB+Pkwzb6j2V0i97ja6CgDNEAEgAADNVFFRkfz8quZQOpJfoK9++ll/m/iEsnZs1oDLojTwiij5tAkwuMrm61h+nj5+aaIcDoe6dWmrBXOelclkMrosnEFxSZl8fbwkSW7ylkdFWz334n+0ePkqxY4eqbvHjlL7ELOxRUr6dcdO3fXMi87b/n4+euaea/XUXaMV0IaAHq5p2+5s9bv1Wefq6r7e7vrz+IFKuGeIggPpNmsW+j8jBTDvKIATEQACANBCbN68WQMGDHB+8PLw9FK/i6/U4Kuukb/ZdVZPbUgrPp+l3j076JHY3urU0Wx0OTgLBw/ZNGbcFFX81m3k6eGhG6Mu1303jVa30KYZ1u1wOJSbf1RtzVWT6Xt5ealDiK9uf/wFrd+6R4/fMUqP3hat4MDm06EInCuHw6FDuUfVse1vi0i4u0tuebrtydf1zaq9eix2gP5820B1CCHwbg4+WLhNYT276tJ7ZsrN3d3ocgA0QwSAAAC0ELt379bf//53ffjhh845AiXJzd1d50VcrCEjx8jcoZOBFTZPbiYp/pJjclOZ0aXgLBzOOark99P0xVdrnHMESpKbm0mjLhuuB28doz49uzXKY1dW2mX5ca3e/3yhKioqNT8pUR1DfBXsUSSTHNqTnaO25gC18aXzCa7Dbrfry+XrNeX9Bco6bNOOL6fJ0ytXKt4iyaH9h44pwM9Tgf5eRpeK3xSXVKjjtR+qoKhcgwcP1vr16+l4B3ACAkAAAFqYPXv2aNq0aUpOTlZxcfHvO0wm9RoYoQtGjlaH7mHGFdgMxUZ4qIPPYaPLwDnIOXJUs2Yv15zPV+pYUWmtfVcMHawHbh6jC8/v3SAfekvLyvXV9z9q5tyvtSfroHP7/Nef1A1XXnjO5weao7LyCs1JW6VXZn6pXzP3O7f/768jdO+YPgZWhjOZY8nU+P9bIkl68MEH9e677xpcEYDmiAAQAIAW6vDhw3rzzTc1ffp02Ww25/ZOvXpr7KPPGldYM9Qv1EtRvQ6e+UA0e0cLijXn85WaNXuZ8mzHnNvP695FKf/6xzkFgHuzDyl18VLNW7JCtoLCWvuGnt9Lrz5+u0YM7X/W5weaoz3ZOUqeu1T//eJ7HTySX2vfoPNC9MojwzXmsu4GVYe6GPvMIi1YXrXq/bfffquRI0caXBGA5ogAEACAFu7o0aNKSkrStGnTdODAAb3x1n/k3eU8rd+xRw455HA4VJCbo8C27Y0u1TBHsvaqzcEfVFleoklP3Gh0OWgAxSVlmrtgtT74eKmyD9r0/MS7dMeY61V2tET67b+3+w4cUtdOZ54ncOW6X/TRgjStXPeLjv+v8dXDztfkB65X1PABDKmDS1m6drPe+HixFixfJ7u99nV/6eCOmnzfEF13WXeu+2Yux1ai0DEfqqLSoS5dumjPnj1yc3MzuiwAzRBrtAMA0MIFBgZq4sSJ+tOf/qRPP/1Ud955p7y8vHTYdlRL0n/V7M+/0BdvT1W3vgN1/qUj1a3/4Fb14cBeWamvkv6pkmOF8vby0CMTrpF/Gx+jy8I58vXx0p2xlyv25ku02LJeI6/or3Lv/fJo7yv3ihCtT9+qO578m4YN6qfY0SM18qIL5elx8v/6Wlau1Q8ZG523vTw9dFvMcP1pfIyGDwxvqqcENKmFP/ysed9nOG97uJt084heeix2gK4Y0ongr4VIWWJVRWVVgHvnnXe2qn/fAdQPHYAAALi4m266WfPmfeG87W8OUf9LRqjv8MvlFxBkXGFNaMXnH2nTym8lSf/4v/G68bphBleExva3Kamau+An5+32wUG6OeZK9Q/vqeGD+6mNr69kMikoyF/79u3SFXdPVM/O7fTQrVfrwRuvVPvgQAOrBxpW+uad6tGpndoFB0gySZ4OZe5ap943vq7Qdn6Kv6m//nhjP3Vuz0rWLc1lE+Zp5YaqKS5+/vlnDR482OCKADRXBIAAALi4adOmafr06dq5c2et7W7u7uo1eKj6Db9CncP7yuTCXQMHd+3QvOlTJEkXXtBLM9951OCK0NhSvvhRsz5dpl17Tlz8pV9Yd73w2L266dK+8vWs+q/wsowtuuyCPnJ3d933AVqXo4XFSl2yWkmffafVv1r18mO36bm4KKlsm1RZIElavi5bFw/qKE8PrvuWaPPOPJ1/e4okaeDAgdq4ceMZ7gGgNSMABACgFaisrNTixYv19ttva+HChSfMc9YmKFhX3HqPup9/gUEVNi6Hw6HUf76gvINZkqSUD55Sn/M6G1wVGlNpabmW/bBJH85erg2/7NLJ/sfbsW2Q/vXMXRo/6uKmLxBoBGXlFVr840bNWviD5i9bp5LScue+bh39tXPu7YTcLuTPr/2gf8/5VZL0xhtv6PHHHze4IgDNGXMAAgDQCri7u2vMmDEaM2aMdu7cqaSkJL377rvKycmRJB3Lz1OHjp1q3cfhcLjMHFAmk0nnXzpSP8z9SJI0Z+6P+svEWw2uCg3Nbrcrfb1VXy3OkOW7DSooLDnhGE8PN5VX2CVJB4/kq0Nbc639rnTdo3VwOBz6ccMOzVr4g2anrVJu/rETjhnSp60eufV8Vdodcnc3oEg0uKKSCv3vq22SJF9fX913330GVwSguaMDEACAVqqkpETz5s3TRx99pL1792rt2rXaaN2nH37Zpl927tP67xdr9y/r1TvyYvUaPFTevn5Gl3xOykqKNesfT6uirFS+vl6yzH+BxUBczNwvV+tv/2/OCds7tfXVHaPO0z3X9tbA8BB9uWK3Plq0Q+u3H9G21Dvl5ttXMrWTyqX35i3Vu/OW6a7Rl+i2mIt+mzMNaL7mfrtWt0x884TtbYO8dXtMuO65to+GD2hPsO1iHA6H1mzO0dtLvBVgbqd///vfRpcEoJkjAAQAAKqoqJBHjRVS8wuLFBkZqcxtWyRJbu4e6n7+YPWOuETd+g2Sh6enUaWek+WffajNPy6VJE1++mbdfutlxhaEs3bgoE0Oh0OhnYIlSe5u7qosKlXkqOdUUWGXv5+nbhnRU3eP7q2RkZ3lcZI5zioq7LW3u/nq6kcW6rs12yVJHu7uuvaywbrr2kt0wxUXys/Xu0meG3Aq2YdtKiopVXi3jr9tMamookQdRz6mwqJS+Xi766Yrq677URd3ZW4/V2ceLPVhTlsAdUMACAAATpCXl6eLL75Y27ZtO2Gfh5e3uvYZoB4DLlD3/hfI17/ldEgdydqrz6b9TZIU1qujPp/1DF0xLYTD4dCWbfv1/YpNWrriV23eul/jb75U/3z+DgXJJv/y/TLJrpfey1B4l0CNvbKH2vjWL6guKa3QRQ9+oQ07ck/Y5+PtqejhAzT2ygt1/RUXKrS9uYGeGXBqDodDv2bu1/xlGZr//Tqt+iVT40ddpE//+ZikXKl0u2Qv07SPN6htkI9uvqqnAv29jC4bTaXPnyTzQKOrANBCEAACAICTcjgcWrt2rT766CN98sknOnTo0IkHmUwaM+Epde1zftMXeJbmv/WKDuzcrvbtAjVrxp/VqaPZ6JJwCmVlFVqTsUNLl/+q73/YpIOH8mvtDw701oGFd8vLs+EmNXM4HNqwPVcfLd6ujxbvUNbhopMelzr1T7o1aliDPS5Qrby8QsvWbdX879dpwfJ12rm/9krWPt7uOrjwHoK+1s67nTT4JYlfYgGoIwJAAABwRhUVFbJYLJo9e7a++uorHT5c9YHUw8NTL78/W7tz8lVRWbWwQs7+PSorKVannufJrRnONr9/+2aVFR3TixP6y9ejzOhycBKbt+7Tf/+3RCtXb1NRUelJj4no2043XtlDT94xSAFtGicIqay06/t12fr0m0wtWLFbB44UO/dlLfm3QoPNql5eePPO/dp/KE9XRvSTlyfr7KH+Nu/cr3/MmKevf9ig/MKTB8+DzgvRjVdUXfchQcxh2hodyi3W2GcW6w/336E7H35Zbdq0MbokAC0E/zsBAABn5OHhodGjR2v06NGqrKzUqlWrNH/+fNlsNk26+2YVl5ZpQ+Yerd+xR/+a8742r14hb18/des/WN36DVLn8L5qExRs9NOQJHXp3V+StOeol/qGHDS4GlRUVKqsvKLW/Hrl5ZWyLN1Y6zgvTzdFDe2iG67ooesv765uHf0bvTZ3dzddPbSLrh7aRXa7Q+lbDmv+st3afaBQof4bpQoPybun5NZe//lsqd78ZLEC2/hq9KWDdO2lF2jksP7qEdqu0etEy2O321VUUiZ/v99DPDeTmz5d/FOt4zzcTRoR2Vk3XN5DN1zRXb06BzZ1qWhm3luwVat+PaRVE/8l6xFfTZkyxeiSALQQdAACAIAGU1FRoY4dOyo398Q51ILadVRoeF91Pq+fOof3lV+guekLrMHPy6T7hx6VSRWG1tHaVFbatXV7ltZk7NCajEyt+3mn7r9rhB7+w2j5e7rL31Qsv/KD6nHN27I7HLrusu4ae0UPxQzv0midfufK4XAo7OZPtSu74IR9vbq014jIfhoR2V8jh/ZXt05tDagQRrPb7dq4Y5+Wrt2s79Zu1rJ1W/Xg2Cv1z6fukjwcko5K5fvV9+a3dCivWGMurbruR1/STUEM9cVvKivtCr/1U+3OLpTJZNL27dsVHh5udFkAWggCQAAA0GDKysqUmpqq+fPn6+uvv9bRo0dPeeyVsfep30VXNmF1J7rlQk8VH9yobl3aypNhm42istKubTuytSZjh9auy1TGeqsKCktqHXP1RT215M1RtbZl7juqnqH+cndv/quYVlba9fnSXZq/bJe+WrlXeUdPPmxZkl59/HY9c++YJqwORrDb7fo1c7++W7tZS9M36/uMLcrNP1brmMj+nbV25g2Sfv84tjPrqLp28Gf1XpzU/GW7dOPEbyRJ1157rRYuXGhwRQBaEv6nCwAAGoyXl5fuvPNO3XnnnSorK9OKFSv03XffaenSpVq1apXKy8udx0ZdeYWKPNsor7DqQ3HO/t3a/NMyhfbqrfbdeimwbXuZ3BrvQ3Dugf16/OkvtHV9hv7xf+N143Us6NDQPpqzXO+8+40KCopPeUyHYF91b3dih1N415Yz1NHd3U2xUWGKjQpTRYVdP248qG/Ts7Q0PUs//nJIpWWVzmMjB3eT3N2kSockh7btztarHyzUlRH9NPT8nurTPbRFhJ44tZnzl2vivz5Vju3EjtBqIYHe6hXqLbvdLje33xdxYIgvTsXhcOiVD3523n700UcNrAZAS0QHIAAAaBJFRUVauXKlli5dqjVr1ujrr7+Wm5ubDubmKzProN547TWlzEx2Hu/p46t2Xbqrfdceate1p9p37dmgoeCBXTs0f3rV3Em9enTQ5x89I7dGDBxdUXFJmbZuz9Kvm/dq89Z9+tNDY9SxfZAkyWRy06LFGZr0t1m17tM+2EcjIjprRESoRkR0Vv9eZplceBXLktIKrfr1kL5Lz9Ly9Qf05Wuj5evjIbn5SZ5d9Pac9Xr0/33kPN7fz0cX9u2hyP49nV+Egs1LcUmZNmzfq/TNO5W+ZZcm3jNG/Xp1rtppctOCFRka++dpte4THOitqy4M1cjIqmt/YHhIreAPOJPvM7I04uEvJUkDBgzQhg0b+DcLQL3QAQgAAJqEn5+foqOjFR0dXWt7x5AgdQwJ0t+zdtXaXl5SrOzMrcrO3Orc5unjq/MuvEhX3HrPOdfTqed5Cg3ro2zrNu3cfUjfLvtV0SMGnfN5XdXxYd+mLfu0c/ch2e2//y55bPQQDe3uL59Km3wqc2WOsGuq2ef34CMyVOf3CnbpwO94Pt4euiqis66K6Fx7h71IKt2u71f/WGtzYVGJlq/bquXrfr/u/f18NPbKC/XRyw83RcmooWbYt3bzTqVv3qVfrftV+duq55J0WWS4+vXxkyoOSuWHdcX5pWob5K3LL+ikERGdNTKyswadR+CHc1Oz++/ZZ58l/ANQbwSAAACgWfjss8/0ww8/aPXq1Vq7dq3S09O1f//+WseUlxQrxN9PAb4+Kij+fR65r5Jek19gkILad5S5fScFte+kwLYd5OntffzD1DLk6jHKtm6TJL33wRJFXTWwVYVTx3M4HCouLpOfX+2f2wMPv6X1G3fVCvtOZtcvGQq+3N15u1tHfx1adE+r/pmeyfvPj1DcTf216tdDSt98WGu35GjPgcJaxxQWlajCUVlr6LAk3fz0v+Tn46W+PULVp0cn9eneSX16dKq1sizOzOFw6Fhx6Qk/txuemKavV26oFfadTPrPq/TgNZ7O2+YAbx1efC/XPRrMuq05WvTjXklSz549dfvttxtcEYCWiAAQAAA0C/7+/rrmmmt0zTXXOLcdPHhQ6enpSk9Pd4aC9467UXFxdyqv4JgO5Nq0NXOXkrdvOuk52wQFy9yhk4LadVRQ+04KHzJcfoFBzv1d+w5U2y7ddWT/Hv26ZZ9Wrd2ui4f1afTnarRjx0q0e2+Odu85rN17f/vac1i79+aoX98uend6VaeZh5uHvD085OFmOiH883A3aWB4iCL7tVNkv/aK7NdOg88LOeGxCEFOz8/HQ1HDuihqWBfnthxbidK3HFb6lhxnKBjZW1LpMsnkLXl2Ummlv+YvyzhpKNu5fbAzDOzbo5PGRQ1T99B2TfismqdjxaXavueAtu0+oK27s7Xtt++37TmgHqHttP6TlySZqoJWt0qZ3B0nhH9ubiad38usof3aK7J/1bV/Qe8TV3bmukdDeuWD9c7vJ06cKA8PPsYDqD/+5gAAAM1Wx44dNWbMGI0Z8/uqqXZ71Qfy4IA2Cg5oo8JDWae8/7H8PB3Lz9P+7ZslSV36nF8rANz96zpJv39Qn/LaXD352PVq3zZQ7dsFKiTYXx4e7sefttkqKi5VzpECHT6cr/79usrP9/dOPst3G/TWjEU6nHP0hFV4a9q/97DO87bJuzJf7o5SqVIaFu6jsmNtnWHf0P7tNCg8RD7e/FeyMbQz++iai7vpmou7Obc5gz5HqVS2W3v25OtUU3lnHc5T1uE8LU2vuu4vGhheKwBcsvpXvf7RIoW2Myu0nVmd2wcrtF3Qb3+a1TEksEWtil1UXKrsHJuyc2wadF43BQX4Ofd98+NGPfX6x8o6bFPe0WOnPEdZ+QHZHTvkZs+RKiokSYN6mrTrvBBF9m1XK+zz82k5Pxu0fHa7Q0FtvOTp6aHg4BA98MADRpcEoIViERAAANDiFRUVaceOHdq2bVutr61btyo3N1dSVUfOzn3ZKiwtV17BMeUVHtN777ylL2a9d8rzurmZFBLsrwsH99I/X7631r45n69U/tEi+fl5q42f94l/+nrL08tDAf4+tYI4u92uwmOlksMhu6Oqw8jhcMhur/oqKSlTUXGZjhWVqH27IPXs3t553/LyCr35n691rKhUxcWlOlZUqmPHSpRzpEA5RwpUeOz3YO+T957Q+f26yd3NTZ5u7vpmyTr9afL7p32uPUP91ae7WQv+eY08PJhfqrkrKa1Q5v6j2rYnX1t352vbHpu27cnXtr35Opz3+7VwKO0RtW/fVTL5S27eevOj7/X4Kx+f8rwmk0ntgwM0pE93LX5rUq19789fpv2H8hTg56OANj4K8POVv5/3b7d95e/rLR9vTwW28VVAG1/n/RwOh/ILi+RwVL0Hqq99+2/XflFJqQqKSlRYVKr2wQE6P6xLrcd99s3ZshUWqbCoVAVFxTpaWKKDufnKOmxTfmGR8zjLOwmKGj5AcnOT3KRvfvxZ1zz06mmeq9S9k7/6dAtS6pQYBfqfuCI1YDjPAO1r+6i2brcqKirK6GoAtFD8+goAALR4fn5+Gjx4sAYPHnzCviNHjmjbtm3au3evenTuWGvfVx94nnB8TXa7QzlHClR8rERB3j6qdEh2OWR3SHPm/qjtmdlnrG3S4zfqrvFXOG9nH7RpzK3/r07P6747r9JTj93w2y2TPD089cEn39fpvr42qwa5F8skh+SQDgbnyNfbXZ3bt1GX9m3Uu1ug+nQPUp/uZvXpFqTwroHy9mo53Y6oWmBkQFiIBoSdOPQ672iptu/N1459R9UuoFwq3eXcl5118iHz1RwOhw7lHlVOfoHk5ZAcbpJMksOk9xcs1/KMrae9vyT9Lf5m/TXuZufto4XFCh5Rt0VM/nDjVfrvC3/47VZVh+7bqUtUcOzUnavVsg5tlCoLnF18nQNz5ePtrs7t/NS5XRud17X6ug9S3x5mhXcJrFqVGWjOOl6trp17qWv3XkZXAqAF4187AADg0tq2batLLrlEl1xyyQn73nrrLf31r3/V7t27dd111zm7BW+LDlNJaaWycoqUnVOk89pLPSo21LpveVHhCec7mXbeFerhWyaHwyST7JJ3aZ1r9yzJU3/P/TKpUu72UpnkkJ+Ph4pKKmod5+/nqdC2furc3k+hbf0U2s5PPdt7VoV/v7l8SCcd+/5B5iZrJYIDvTV8QAcNH9DhhH0vPTRUT9w+0Hl9Zx8pUtbh6j+PKftI1fYeHU1S0Q+17ltQmFOnx3dzOyq575NUFR7a3YvrXHth0QGpco2kCslRKUkK8HNTwXEjeP18PNS5XdX1HtrOT53b+alPVy/J8fv7Y0BYsIq47tGSuXtLHUYYXQUAF0AACAAAWi13d3eFhoYqNDRUzz33nD755BNNvr2bbrqsndzdTz8E9sO/jdSR/BIVFperoKhcBcfKnd8XFlX9WV5h14BOlQoq2+W8X3tTkcZc2k0OR9WwWzc3yc1kkrubSSaTSX4+Hgrw81RAG09dPLCjPO21U48l06+Tj7e7Avy8FODnKX8/zzrNSUYAgmru7m7q2NZPHdv66cK+9bvvO5Mu16G8YhUWV6jgWFnV9V7jPVB93ffvZqrVdeheVnbS697NzSQ3k0m+3u4KaFN1TV/Yp23VXIc1fDF1lDzc3areGzWu+zNd11z3aKmO5Jfo028y9WDcn+Tr4XfmOwDAGTAHIAAAgKSKigq5u7vLdHiZtOvU86MBANDYJv37J706a4M6dGivDz+cpVGjRhldEoAWjtmdAQAAJHl4/NZN1O4yySvY6HIAAK3UvoOF+nfKr5Kk/Pyj6t+/v8EVAXAFBIAAAAA1uXlIXa6XJBUWlRtcDACgtfn7uxkqKa2a//Kxxx5Tt27dDK4IgCtgCDAAAMBx1q5Zrcl/vkMVZcX69u3rmUcMANAktuyyacAdKbLbHQoMDJTValXbtm2NLguAC2AREAAAgBrsdrvuvOtubd9ulSR9s2qfrrmY7gsAQOP7y3/WyG6v6tGZNGkS4R+ABsMQYAAAgBrc3Nz04osvOm8/+9Zq54cxAAAay+pfD+mz73ZKkjp16qQnnnjC2IIAuBQCQAAAgOPExsbqwgsvlCSt33ZEcyyZBlcEAHBlDodDz7612nn7hRdeUJs2bQysCICrIQAEAAA4jpubm1555RXn7b8krVVZeaWBFQEAXFnaqv36Lj1LkhQeHq4//vGPBlcEwNUQAAIAAJxETEyMRo4cKUnK3HdU/523xeCKAACuaveBAvn5ekqSXnrpJXl6ehpcEQBXwyrAAAAAp7B69WpddNFFkqSOIb7a8dnt8vfjQxkAoOEdCHlA7835Vs8++6zc3OjVAdCwCAABAABOY9y4cfrss88kSc/dP0QvPzzc4IoAAC6n7TApnGG/ABoPASAAAMBpbNu2TQMHDlR5ebm8vdy1Z96d6hDia3RZAABX4eYlDf6H5BVsdCUAXBh9xQAAAKfRp08fPfPMMxoy5AItSSL8AwA0jB178/XEtJWy+V1O+Aeg0dEBCAAAcAYlJSXy8PCQR8Ev0vZ3jC4HANDCORwOXf/UIi1cuVcdOnTQl19+qWHDhhldFgAXRgcgAADAGfj4+MjDw0MKHiIFDTC6HABAC7dg+W4tXLlXkuTp6an+/fsbXBEAV0cACAAAUB89blelw01rNx82uhIAQAtUXFKhx6f96Lw9bdo0+fv7G1gRgNaAABAAAKAe1mzcrYvjLLpswjzt2JtvdDkAgBbmlQ/Wa1d2gSTp6quvVmxsrMEVAWgNCAABAADq4bPPPtPaDTtUVm7X49NWiumUAQB1lbnvqBI//FmS5OHhoenTp8tkMhlcFYDWgAAQAACgHv7yl7+oa9eukqSFK/dqwfLdBlcEAGgpnnh9pUrLKqu+f+IJ5v4D0GQIAAEAAOrB399fr732mvP249N+VFFJhYEVAQBagi9X7NaXK/ZIkjp37qwXXnjB4IoAtCYEgAAAAPUUGxurq6++WpK0K7tAzyetMbgiAEBzVnCsTA+9ssJ5+7XXXlNAQICBFQFobUwOJq4BAACot61bt+qCCy5QaWmpTCZpedJYXXZBJ6PLAgA0Qw6HQ+99adVTb67WxRdfokWLFjH3H4AmRQAIAABwlv75z39q4sSJkqTe3YK0ftat8vPxMLgqAECz1PMu7S3tJZPJ5JxLFgCaCgEgAADAWaqsrNTll1+un376SZL05B2DNO2JSwyuCgDQ7AT0kfo9JdH1B8AgzAEIAABwltzd3fX+++/L29tbbm5u8vRwE79bBQBU+yUzV3LzlHrdQ/gHwFAEgAAAAOegX79+SkpK0orly5SYMJ45nQAAkqSvV+7RoDtT9cdpmcov9Ta6HACtHEOAAQAAGkpxtvTrS5K9wuhKAAAGshWUauAdqdp/+JgkaebMmbrvvvsMrgpAa0YHIAAAQEPxDZU6Xy9JqqiwG1wMAMAoT73xozP8GzVqlO69916DKwLQ2hEAAgAANKDKDtH655w9irzvcxWV0AkIAK3N1yv36P0vt0mSAgICNGPGDKaHAGA4AkAAAIAG9OfHn9DE1xZpw45cJUxfZXQ5AIAmlGMr0R//3zLn7WnTpql79+4GVgQAVZgDEAAAoAFt2bJFQ4YMUWlpqSRp7tRRuumqnsYWBQBodA6HQzc8vVhf/bBHUtXQ30WLFtH9B6BZoAMQAACgAfXr10+vv/668/YDLy7V7uwC4woCADSJ1z/Z6Az/2rdvr5kzZxL+AWg2CAABAAAa2EMPPaRx48ZJkmwFZbrj+W9VzqIgAOCyVv96qNa0Dx988IFCQ0MNrAgAaiMABAAAaGAmk0kzZsxQz549JUk/bjyo55PWGFsUAKDR9Ojkr5HDwyRJCQkJGj16tMEVAUBtzAEIAADQSFavXq3LLrtMFRVVqwEv+te1uubibgZXBQBocG6esvd7Vv9LSdPdd98tT09PoysCgFoIAAEAABrRa6+9pmeeeUaS1D7YR+s/vFWd27cxuCoAQIMKu19qd4nRVQDAKTEEGAAAoBE9+eSTuu666yRJbYP8dPRYucEVAQAawrY9Nh3JL5HaX0H4B6DZIwAEAABoRG5ubpo5c6aefPJJrf1hkfr1Cja6JADAOSosKtfYZxZryD3ztGJvV6PLAYAzYggwAABAU8r6Wtr3hdFVAADOksPh0L1/+06zFu2QJA0bNkyrVq2SyWQyuDIAODU6AAEAAJpS52ulkAgdKy7XvoOFRlcDAKin1z/Z6Az//P399dFHHxH+AWj2CAABAACa2B73q3X5Q1/r2ie/VsGxMqPLAQDU0aIf92riv1c5b7/33nvq3bu3gRUBQN0QAAIAADSxe+7/o9ZvOaBfMvN0z9++k93OjCwA0Nxt3W3T7X9Z4vw7+/nnn1dsbKzBVQFA3TAHIAAAQBPbtm2bhg8frvz8fEnS8w9G6B/xQw2uCgBwKraCUl38hy+0dXfV39s33XSTPvvsM7m50VMDoGXgbysAAIAm1qdPH82ePdv5wfHF9zI0x5JpcFUAgJOprLTrjue/dYZ/gwYN0ocffkj4B6BF4W8sAAAAA1xzzTV69dVXnbfv/8dSrduaY2BFAICTWbhyrxb9uFeS1LZtW82bN0/+/v4GVwUA9UMACAAAYJAnn3xS9913nySpuLRSN05crINHigyuCgBQ0w1X9NB7rz+tNm3aKDU1Vb169TK6JACoN+YABAAAMFBJSYlGjhypn376SZJ02eCO+vbt6+Xl6W5wZQAASVKHK6WedyknJ0ft2rUzuhoAOCt0AAIAABjIx8dHn3/+ubp06SJJ+mHDQX349XaDqwKA1q2iwl71TdD5Uo87JInwD0CLRgAIAABgsNDQUH3xxRfy8fFRwuMP6sGx/Y0uCQBarSP5JYq473N9aDkkhcdJJj42A2j5GAIMAADQTGzfvl29e/eWDn0v7frY6HIAoNU5VlyuqEe/0qpfD0mS3n33XT344IMGVwUA544AEAAAoDna+5mU/Y2KSirk5+NhdDWAy4r501dKfPQiRfSr3/BOy+p9Spq7WZY1+2UrKFNYlwBF9G2nmOFdFXczXbwtUXmFXTdNXKyFK6tW/A0NDdXKlSvVs2dPYwsDgAZALzMAAEBz1PUW/bAzSGE3fyLL6n1GVwO4HFtBqWL+9JUsq/cr92hJve6bMH2VEj/8WfE399fOuXco8/PblfjoRbIVlin+leUKv4X3bUvjcDj0x5e/d4Z/gYGBWrRoEeEfAJdBByAAAEAztG7dOl166aUqKSmRv5+nvn/nhnp3KAGozbr/qKz7jypliVVzllhlKyiTJKX9e4yih3et0zliJ6dp2PntNemeISfdP/XD9UqYvlqSlP6/W3jfthAJ01dp6oc/S5K8vb21ePFiXXXVVQZXBQANhw5AAACAZmjQoEEaNWqUJKmwqFzXPvG1MvcdNbgqoOWKn7JMkfd9roTpqxXZr712zr1DYV0C6nUOy+p9Cgn0PmX4J0mT7hmicVf3kiRFPfalbAWl51I2msC0jzc4wz83Nzd9/PHHhH8AXA4dgAAAAM1UcXGxRo0apRUrVkiSwroEaOWMG9WxrZ/BlQGuIfyWT2TdX1DnDsDwWz5R+v9ukTnA+7THWfcfVfgtn0qS4m7qp6TJVzZIvWh4Hy3arrv/+p3z9n/+8x/Fx8cbWBEANA46AAEAAJopX19fzZ8/XwMGDJAkWfcX6Nonv9bRwjKDKwNaH1tBqcz+3mcM/yQprEugs7twzhJrY5eGs2QrKNWjr/7gvP23v/2N8A+AyyIABAAAaMaCg4O1ePFide/eXZK0busRXffUIhUWlRtcGdC6rN18WBlbc2S6KFmpdQj1IvpWzf1XPc8gmh9zgLcWvfeUQkJC9NBDD+mFF14wuiQAaDQEgAAAAM1cly5dtHjxYoWEhEiSVvx8QNc/vUjHigkBgaZSM8ibbck84/Ehgb93CjIPYDMVNEAX3/qSMjIyNH36dJlMJqMrAoBGQwAIAADQAvTr109paWkym82SpGXrsrV8/QFjiwJakejhXRTRt53MAV6Kv7n/GY+3ZhVIkswBXnUaNoymsSurQA6HQwo4TzrvIcnNXT169JC7u7vRpQFAoyIABAAAaCEiIiL0zTffKCQkRLNmvKbRl4UbXRLQapgDvJX+wS3Ks9xfpwVDrPurVu0e2r99Y5eGOlqz6ZAuuDtVT0zfLEfvP0nuXkaXBABNhgAQAACgBRk2bJisVqvu/MNTUu9HJDdPo0sCcJyMLTmy7q/qAIy9OszgaiBVhX+j/rxQR4+V681ZK/TWf/5rdEkA0KQIAAEAAFqYoKCg377pL/X5k+TurS9X7FZRSYWxhQGQJCXN3SRJCusSoLg6DBdG4/pp40FFP/aVcx7HESNG6MEHHzS4KgBoWgSAAAAALVlgX723qrNueHqxbmBhEMBwtoJSJX+xRZKU9OwVBleDH34+4Oz8k6rCvwULFsjPz8/gygCgaREAAgAAtGC5ubl6+v8SJUnfrs3SmCcXqbCIEBAwSuxzFklV4V9d5gpE41m2LlvXPL5QBb/9nRgVFaWvvvpK/v7+BlcGAE2PABAAAKAFCwkJ0aJFi5zDgpety9aoPy9Ubn6JwZUBrU/qEqssq/cr8bHhDP012OKf9uraJ77WseKqqRFGjRpF5x+AVo0AEAAAoIW76KKLZLFYZDabJUk/bjyoK+IXaO/BQmMLA1qRjC05in3Oorib+mnSPUOMLqdV+3LFbl3/1CLnvKjXXnut5s2bJ19fX4MrAwDjEAACAAC4gKFDh+q7775Tx44dJUmbdubp0j/O0+adeQZXBrg+W0GpYp9L07ireylp8pVGl9PqDT+/g3p16yBJuvXWWzV37lz5+PgYXBUAGIsAEAAAwEUMGTJEK1euVHh4uCRp36Fjujxuvn7ceNDgygDXFvXoV4ro204pU2KMLgWSOgy4SYu//VHPPfecZs+eLW9vb6NLAgDDEQACAAC4kLCwMP3www+KiIiQJOUeLdUdzy9RWXmlwZUBril2cprCugQQ/hmovMKuo4Vlkskkdb9N6naLevXqpZdfflnu7u5GlwcAzQIBIAAAgIvp2LGjli5dqqioKLVp00Ypbz4sL08+BAMNLWH6Kkki/DPQseJyjX1msa5/ZrGKQ++SOkUZXRIANEsEgAAAAC4oICBAX331lZYtW6Zht74idWBeMqAhJc/dLOv+o2cM/2InpzVRRa1Pjq1EVz/6pRb9uFfL12XrwYlvG10SADRbBIAAAAAuytvbu2oosMlN6nmX1PUm2R3SBwu3yW53GF0e0GJZVu9TyrfWOnX+2QrLmqCi1md3doEuj5un1b8eliQFBQXp4YcfNrgqAGi+CAABAABaCUfoaD3x3zzd9/eluiXhGxUcI5gA6itjS44SP/xZaf++7ozH2gpKm6Ci1ufHjQd10YNfaOvufElSaGioli9friuvpNMZAE7Fw+gCAAAA0DQ2btyot9//XJI0b9luXTphnua9eo3CugQaXBlgjNyj9QvobAWlin0uTUnPXqGMLTmnOW+JbAVlmm3JVFjngHMtEzXM/HKr4l9ZrrJyuySpT58+Wrx4sXr27GlsYQDQzJkcDgfjPwAAAFqJxYsXa/z48crPr+qcCQn0VuqUGI0c2tngyoCmYyso1RyLVfGvLJckRQ/voqRnrzhjGB5+yyey7i+o12MlPXuF4m7uf9a1okpFhV2Tpq/S659sdG4bOXKkUlJS1LZtWwMrA4CWgQAQAACgldm2bZvGjh2rrVu3SpLc3U1686lL9fCt58tkMhlcHdA4pn64XgnTV9fp2LAuAcr8/I5a25LnbnYGhvWR9u8xih7etd73Q21Jn2/SQ4krnLcfffRRvf766/L09DSwKgBoOQgAAQAAWqH8/Hzdcccd+vrrr53b4m/urzefvlRenu4GVgYAJ6qQj66bnK5vl63S9OnTFR8fb3RJANCiEAACAAC0UpWVlZo8ebJeffVV57YrhnTSF1NHKSTIx8DKAKAG305S70eVV+ypTZs26bLLLjO6IgBocVgFGAAAoJVyd3fX1KlT9cEHH8jb21uSVFphkp8P68QBMI7D4dA/Z/2s9M2HpaABUv9nJZ8OCg4OJvwDgLNEByAAAAC0evVqPfroo5qX8oE6F82TCncaXRKAVuhoYZniX1muT9My1TW0rdakb1CnUBYpAoBzRQAIAAAASVVdNyaTSbJXSLs+knJWavuefHVu76c2vky0D6BxZWzJ0fj/s2jHvqPObe+//77uv/9+44oCABdBAAgAAICTys9cpAuvHC9fb3fNfjlKA8NDjC4JgAtyOBz695xfNfHfP6ms3C5JCgwM1MyZM3XzzTcbXB0AuAbmAAQAAMBJPf7ip9qZdVSbduZp2ANzNeOLzeJ3xwAaUm5+iW5JSNPj01Y6w79hw4Zp3bp1hH8A0IDoAAQAAMBJbdmyRePHj9eGDRuc226PCVfSs1co0N/LwMoAuIKVGw7ojue/1Z4Dhc5tTz31lKZMmSIvL/6OAYCGRAAIAACAUyouLtbTTz+td955x7ktvGugZr8Upcj+7Q2sDEBLZisoVY8bP9bRY+WSpJCQEP3vf//T9ddfb3BlAOCaGAIMAACAU/L19dXbb7+tlJQUBQYGSpIy9x3VJX+cp399upEhwQDOijnQR6//9QFJ0uWXX67169cT/gFAI6IDEAAAAHWyc+dO3X777Vq9erVz223RYZr9crSBVQFoKSoq7PLwcJO8zFKv++UI7KeUlBTdcsst8vDwMLo8AHBpdAACAACgTnr16qXly5fr6aefdm4bOTzcwIoAtAS5+SW656/f6qHE5VLb4dLAv0pB/WUymXTbbbcR/gFAE6ADEAAAAPW2cOFCffzxx/rw/SSZ9qZIOT8aXRKAZmj+sl2Kf2W5DhwpliR9/fXXGj16tMFVAUDrQwAIAACAc5e3Qdo1S8++8Y36djfr/uv7yGQyGV0VAIPk5pfo8WkrNWvRDue2oKAg/fe//9W4ceMMrAwAWicCQAAAADSIJd98pehrqibxH3NpNyVPvlJdOrQxuCoATW3B8t2Km7LM2fUnSWPGjFFycrK6dOliYGUA0HoxByAAAAAaRNq3y53fL1y5VwPuSNHML7eyUjDQSlTP9Tf2mcXO8C8oKEgzZ87Ul19+SfgHAAaiAxAAAAANZsGCBYqLi9OBAwec28Zc2k1vTbxcPTsHGFgZgMaUnVOkiHs/o+sPAJopOgABAADQYG644Qb9+uuvuueee5zbFq7cq/63z9GL72aopLTCwOoANJZObX01qH+YJLr+AKA5ogMQAAAAjWLBggWKj49Xdna2c1tYlwCtSL5Roe38DKwMwLkqKa2Qj7dH1Q2fjlLPu7U126Fnn31W06dPJ/gDgGaGDkAAAAA0ihtuuEFbtmzRk08+KXd3d0lSz26d1Kmtr8GVAThbDodDKUus6j1utr78YZ/U5Xpp4AtSYB/17dtXc+fOJfwDgGaIDkAAAAA0ul9++UVPPvmk/vWvf+n8jkXS3hSpzCZJKiuvlJenu7EFAjijLbtseuyfP2jJmv2SpLBePfTrpi3y8fExuDIAwJnQAQgAAIBGN3DgQKWlpen888+X2g6VBv1d6hSlxT/tV7/b5mjB8t1GlwjgFAqLypUwfZUG35XqDP8kqW+/85Wfn29gZQCAuqIDEAAAAIYoLS3VoIH9tX3HTklVqwUnPnaRBoaHGFwZAEmqrLRr1qId+r931mj/4WPO7T179tQbb7yhsWPHymQyGVghAKCu6AAEAACAIfLy8tS1W0/n7YUr92rwXam67+/faXd2gXGFAdCC5bt1wd2f6f5/LHWGf97e3nrhhRe0adMm3XjjjYR/ANCC0AEIAAAAwzgcDs2ZM0dPP/209u//fWihl6ebHrn1fD13/4VqH8yiIUBTu/P5Jfrkm0zn7euvv15vvPGGwsPDDawKAHC2CAABAABguOLiYk2fPl1TpkxRXl6ec3uAn6cm3n2B/vLghXQbAU3Fp6MyKy5Sv4tu0tChQ/XKK6/oqquuMroqAMA5IAAEAABAs2Gz2TR16lS98cYbKi4uliTFRoVpzv+LNrgywDXtzDqqvyan6+qhnXX/LZdIXa6T2l0qmdy0YcMGDRo0iPAdAFwAASAAAACanaysLL344ouaOXOm1v9kUd82m6S8dMnhUHmFXSZJHh5MZw2crYNHivT/Zq7XO59vUnmFXV07t9e2bZnybRNgdGkAgEZAAAgAAIBmKycnR+3atau6UZwtZS3Uf2b8T6/OWq9Jd1+g+67rIx9vD2OLBFqQnVlH9eqsDXpvwVaVllU6t4eEhGjx4sUaOnSogdUBABoLASAAAABajIqKCvXpHa6du/ZIkkLb+enJ2wfpoVv6K6CNl8HVAc3XL5m5euWD9fo0LVOVlb9/BPTz89OTTz6piRMnKigoyMAKAQCNiQAQAAAALcbBgwd19913y2Kx1NpuDvDSY+MG6PHbB6md2ceg6oDmx+Fw6I6/LNFsi7XWdn9/fz300EN6+umn1alTJ4OqAwA0FSZOAQAAQIvRsWNHpaWlafXq1brlllucixPYCsr00vvr1OPGj/XEtJXae7DQ4EqB5sFkMqlD+7bO223bttU//vEP7d69W6+++irhHwC0EnQAAgAAoMXasmWLEhMTNWvWLFVUVDi3t/H1UNaXdyvQn2HBaD3Kyis1d+kuXXtJt6pr3z9M6jRKewpCNPLqq/XnP/9Zf/zjH9WmTRujSwUANDECQAAAALR4e/bs0WuvvaYZM2aouLhYf7zzWs2YNEQqPeI8xuFwODsGAVey72Chkr/YohnzNuvAkWIlTrxZk55/VQoIdx5jt9vl5sYAMABorQgAAQAA4DIOHz6sN998U/fee696nxcu5a2XDi7R0exNirjvc90eE664m/qreyd/o0sFzond7tC3a/frrdRNmr98t+z23z/WdezYUbt27ZKPD/NhAgCqEAACAADA5b017SU99vTzkiQ3N5NuuLy7Hrl1gKKHd5GbG12BaDnyjpbqf19t0zufb9K2Pfm19rm7u+umm27SI488opEjR9LxCgBw8jC6AAAAAKCx7T1UKA8PD1VUVMhud2jest2at2y3zusaqIdvPV/3X9dHIUF0S6F5W5qepTFPfq3i0spa20NDQxUXF6cJEyaoS5cuBlUHAGjO6AAEAABAq5CVlaX//ve/SkpKUlZWVq193l7uuuHy7nosdoCuiuhsUIVAbZWVdrm7/z5vX0FloLqMelsFhUWSpJEjR+qRRx7RjTfeKE9PT6PKBAC0AASAAAAAaFXKy8u1YMECvf3221qyZEmtff966lL9efxAgyoDpKOFZfrsu536aPEOdQzx1UcvxkjBF0jtr5QC++m5//s/FRYW6uGHH1b//v2NLhcA0EIQAAIAAKDV2rJli5KSkvTxxx/ryJEj2r89XR3dt0k5P0kVhfp52xHNWZKpu0f3Vv9ewUaXCxdVVl6pxT/t06xF2zV/+W6V/DbE18fHSwf37VRgW7pSAQDnhgAQAAAArV5FRYXWrVunYcOGVW2wV0pHN+mJJ5/Sv2ZaJEkRfdvprtHnaXx0uLp0aGNgtXAFdrtDP248qI8W79DstEzlHi094Zjw8HB99tlnuuCCCwyoEADgSggAAQAAgJOw2+3q1q3bCfMFStLQ/u019ooeGntFDw3uHcJqq6iXvKOl6j9+jg7mFp+wr127drr99tt111136aKLLuLaAgA0CAJAAAAA4BQOHjyo2bNna9asWVqzZs1Jj+neyV/THr9Yt14d1sTVoSXIzinS3oOFGj6gw+8bvdtp0PgP9cvWvZIkX19f3XTTTbrrrrs0atQoFvQAADQ4AkAAAACgDrZu3apPPvlE8+bN0/r162vtW/Kf23T1hWbn7YJjZSqrsKttkE/TFgnDORwObdyRqwUrdmv+8t1a/eth9e9p1qYvJ0rmC6TgIZJfF7300ktau3atbrnlFt18880KCAgwunQAgAsjAAQAAADqac+ePfryyy81f/58rVu3Tvv27pVn+QEp/xfJ9ouSPvxKj0xdrosHdtDIyM4aERGqSwd3kp+Ph9GloxHsPViopelZWpqRrSVr92t3duEJx2zbtk29e/c2oDoAAAgAAQAAgHNSVlYmLy+vWtuuGzNaC79eXGubp4ebLhrwWyAYGapLBnaUL4Fgi5a576iueXyhMvcdPeUxgwcP1tixY/XQQw+pS5cuTVgdAAC/IwAEAAAAGtjzzz+vlJQUbd269ZTHeHm6afJ9Q/S3CUObsDKcjf2Hjun7ddnqEOyj6OFdndvLPDrIfNlUFZeUObd5eXnpyiuv1NixY3XDDTeoZ8+eBlQMAEBtBIAAAABAI8nKytLSpUudX9u3b6+1/+2/3amHx3aWyqs6yI7klyhh+ipF9muvyH7tNPi8EPl40yXYlA4eKVL6lhylb8nR2s2Hlb4lR/sPH5MkjR3RR/Pef0EK6CsF9pU8A3T99deroKBAI0aM0MiRI3XRRRfJ19fX4GcBAEBtBIAAAABAE9m/f3+tQHD+/Pnq37+/VHJIKtiubxbO1TX3v+Y83sPdpAFhIYrs106R/dppaP/2hIKNYNGPe/XOZ5tqhX0nYzablZOTI3d3d+c2h8Mhk8nUFGUCAHDWCAABAACAZmLKlCl67rnnTnuMh7tJFw3ooBUzbqy1vbzCLk8Pt8Ysr0Wy2x3ae7BQ2/bkO7+eunOQeoT+vuruzIVWPfB3y0nvHxgYqIiICF1++eUaMWKERowYUSsABACgJeBXhwAAAEAz8fjjj+uqq65Senq682vTpk2y2+3OYyoqHSqq9JUCekslB53Dh2+e9I3WbDqsPt2D1Kd7kPr2CFKf7mb16RakHqH+auPradTTahIOh0M//XJI2/bka+tuW1XYtzdf2/fmq6S0staxUVdfpR5DR0u+nSXfUEX6HJb+foEz7IuMjNTQoUMVGRmp8PBwubkRrAIAWjY6AAEAAIBmrKioSD///LPWrl3rDAWHDBmiDz/8sOqAyhKp5KD6DL5C2617T3meAD9PdW7vp788EKG7r+3t3F5aVqmffjmo0HZ+6tyujfz9mk9QaLc7lGMrUVbOMWXnFCkrp0jZv3316R6kx28f5DzW4XAoOPp/yi8sO80Zq7z66qt65plnnLcrKiq0c+dOwj4AgMuiAxAAAABoxvz8/HTJJZfokksucW6r9Tt8dx85/LqrR1hfFRZXKDs7+6T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+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "set1 = set(Data[\"JNAME\"].astype(\"str\").values)\n",
+    "set2 = set(Chen_Data[\"JNAME\"].astype(\"str\").values)\n",
+    "set3 = set(Cao_Data[\"JNAME\"].astype(\"str\").values)\n",
+    "\n",
+    "fig = plt.figure(figsize=(15, 10))\n",
+    "venn3_unweighted(\n",
+    "    [set1, set2, set3],\n",
+    "    (r\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\", \"Chen et al. (2019)\", \"Cao et al. (2015)\"),\n",
+    "    alpha=0.6,\n",
+    "    subset_areas=(4, 2, 3, 2, 1, 3, 3),  # Log scale\n",
+    "    # 103,10,49,12,4,52,50\n",
+    "    set_colors=(\"#003f5c\", \"#bc5090\", \"#ffa600\"),\n",
+    ")\n",
+    "\n",
+    "venn3_circles(\n",
+    "    subsets=(4, 2, 3, 2, 1, 3, 3), linestyle=\"dashed\", linewidth=2, color=\"black\"\n",
+    ")\n",
+    "# plt.savefig(\"graphics/venn.png\", dpi=150)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "42990705-6d6a-40f0-9a07-be2ac001974e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "jnames = {\n",
+    "    r\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\": set(Data[\"JNAME\"].values),\n",
+    "    \"Chen et al. (2019)\": set(Chen_Data[\"JNAME\"].values),\n",
+    "    \"Cao et al. (2015)\": set(Cao_Data[\"JNAME\"].values),\n",
+    "}\n",
+    "venn(jnames, cmap=[\"#003f5c\", \"#bc5090\", \"#ffa600\"], legend_loc=\"lower left\")\n",
+    "# plt.savefig('graphics/venn.png', dpi=150)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "46e811ff-7a7e-42af-aefb-ebbf6b152d15",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(132, 62, 12)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(\n",
+    "    len(Data),\n",
+    "    len(Chen_Data.query(\"~JNAME.isin(@Data.JNAME)\")),\n",
+    "    len(Cao_Data.query(\"~JNAME.isin(@Chen_Data.JNAME) and ~JNAME.isin(@Data.JNAME)\")),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "5cbfa1e4-d8c5-4120-83a6-437407ae6c58",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(206, 206)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Combined_Data = pd.concat(\n",
+    "    [\n",
+    "        Data,\n",
+    "        Chen_Data.query(\"~JNAME.isin(@Data.JNAME)\"),\n",
+    "        Cao_Data.query(\"~JNAME.isin(@Chen_Data.JNAME) and ~JNAME.isin(@Data.JNAME)\"),\n",
+    "    ]\n",
+    ").reset_index(drop=True)\n",
+    "Combined_Data[\"Original_ID\"] = np.hstack(\n",
+    "    (\n",
+    "        Data.JNAME,\n",
+    "        Chen_Data.query(\"~JNAME.isin(@Data.JNAME)\").Chen_Name,\n",
+    "        Cao_Data.query(\n",
+    "            \"~JNAME.isin(@Chen_Data.JNAME) and ~JNAME.isin(@Data.JNAME)\"\n",
+    "        ).Cao_Name,\n",
+    "    )\n",
+    ")\n",
+    "Combined_Data[\"Reference\"] = np.hstack(\n",
+    "    (\n",
+    "        np.repeat(\"LaStBeRu_cosmo_ground\", len(Data)),\n",
+    "        np.repeat(\n",
+    "            \"Chen et al. (2019)\", len(Chen_Data.query(\"~JNAME.isin(@Data.JNAME)\"))\n",
+    "        ),\n",
+    "        np.repeat(\n",
+    "            \"Cao et al. (2015)\",\n",
+    "            len(\n",
+    "                Cao_Data.query(\n",
+    "                    \"~JNAME.isin(@Chen_Data.JNAME) and ~JNAME.isin(@Data.JNAME)\"\n",
+    "                )\n",
+    "            ),\n",
+    "        ),\n",
+    "    )\n",
+    ")\n",
+    "len(Combined_Data), len(Combined_Data.JNAME.unique())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "235c462d-e00f-4ace-b2b8-1b8710bb9516",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Combined_Data[\"in_lastberu_cosmo_ground\"] = Combined_Data.JNAME.isin(Data.JNAME)\n",
+    "Combined_Data[\"in_cao_2015\"] = Combined_Data.JNAME.isin(Cao_Data.JNAME)\n",
+    "Combined_Data[\"in_cao_2017\"] = Combined_Data.JNAME.isin(\n",
+    "    Cao_Data.query(\"in_cao_2017==True\").JNAME\n",
+    ")\n",
+    "Combined_Data[\"in_chen_2019\"] = Combined_Data.JNAME.isin(Chen_Data.JNAME)\n",
+    "Combined_Data[\"in_liu_2022\"] = Combined_Data.JNAME.isin(\n",
+    "    Chen_Data.query(\"in_liu_2022==True\").JNAME\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "f99efdf5-6afb-429a-8736-e60c2a1c49c2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Original_ID</th>\n",
+       "      <th>z_L</th>\n",
+       "      <th>z_S</th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>velDispErr</th>\n",
+       "      <th>velDisp0</th>\n",
+       "      <th>velDisp0Err</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>...</th>\n",
+       "      <th>theta_E_rad</th>\n",
+       "      <th>theta_ap_rad</th>\n",
+       "      <th>theta_Eff_rad</th>\n",
+       "      <th>Seeing_rad</th>\n",
+       "      <th>Reference</th>\n",
+       "      <th>in_cao_2015</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_chen_2019</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>0.380506</td>\n",
+       "      <td>2.73</td>\n",
+       "      <td>396.9931</td>\n",
+       "      <td>55.420086</td>\n",
+       "      <td>401.293768</td>\n",
+       "      <td>57.340201</td>\n",
+       "      <td>2.91</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000014</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J002907.8-005550.5</td>\n",
+       "      <td>J002907.8-005550.5</td>\n",
+       "      <td>0.227043</td>\n",
+       "      <td>0.931</td>\n",
+       "      <td>201.65935</td>\n",
+       "      <td>18.19063</td>\n",
+       "      <td>205.369169</td>\n",
+       "      <td>19.612457</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000011</td>\n",
+       "      <td>0.000009</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J002927.4+254401.8</td>\n",
+       "      <td>J002927.4+254401.8</td>\n",
+       "      <td>0.586881</td>\n",
+       "      <td>2.45</td>\n",
+       "      <td>212.64645</td>\n",
+       "      <td>51.071056</td>\n",
+       "      <td>217.632298</td>\n",
+       "      <td>52.735034</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J004402.9+011312.6</td>\n",
+       "      <td>J004402.9+011312.6</td>\n",
+       "      <td>0.119582</td>\n",
+       "      <td>0.196</td>\n",
+       "      <td>254.28107</td>\n",
+       "      <td>12.22925</td>\n",
+       "      <td>260.6036</td>\n",
+       "      <td>15.114514</td>\n",
+       "      <td>0.79</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.00001</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J014356.6-100633.7</td>\n",
+       "      <td>J014356.6-100633.7</td>\n",
+       "      <td>0.220969</td>\n",
+       "      <td>1.1046</td>\n",
+       "      <td>207.81186</td>\n",
+       "      <td>18.66151</td>\n",
+       "      <td>211.578823</td>\n",
+       "      <td>20.121941</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000011</td>\n",
+       "      <td>0.00001</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME         Original_ID       z_L     z_S    velDisp  \\\n",
+       "0  J002240.9+143110.1  J002240.9+143110.1  0.380506    2.73   396.9931   \n",
+       "1  J002907.8-005550.5  J002907.8-005550.5  0.227043   0.931  201.65935   \n",
+       "2  J002927.4+254401.8  J002927.4+254401.8  0.586881    2.45  212.64645   \n",
+       "3  J004402.9+011312.6  J004402.9+011312.6  0.119582   0.196  254.28107   \n",
+       "4  J014356.6-100633.7  J014356.6-100633.7  0.220969  1.1046  207.81186   \n",
+       "\n",
+       "   velDispErr    velDisp0  velDisp0Err  theta_E  theta_ap  ...  theta_E_rad  \\\n",
+       "0   55.420086  401.293768    57.340201     2.91       1.5  ...     0.000014   \n",
+       "1    18.19063  205.369169    19.612457     0.96       1.5  ...     0.000005   \n",
+       "2   51.071056  217.632298    52.735034     0.81       1.0  ...     0.000004   \n",
+       "3    12.22925    260.6036    15.114514     0.79       1.5  ...     0.000004   \n",
+       "4    18.66151  211.578823    20.121941     1.23       1.5  ...     0.000006   \n",
+       "\n",
+       "   theta_ap_rad  theta_Eff_rad  Seeing_rad              Reference  \\\n",
+       "0      0.000007       0.000012    0.000007  LaStBeRu_cosmo_ground   \n",
+       "1      0.000007       0.000011    0.000009  LaStBeRu_cosmo_ground   \n",
+       "2      0.000005       0.000007    0.000008  LaStBeRu_cosmo_ground   \n",
+       "3      0.000007        0.00001    0.000008  LaStBeRu_cosmo_ground   \n",
+       "4      0.000007       0.000011     0.00001  LaStBeRu_cosmo_ground   \n",
+       "\n",
+       "   in_cao_2015 in_cao_2017  in_chen_2019  in_liu_2022  \\\n",
+       "0        False       False         False        False   \n",
+       "1         True        True          True         True   \n",
+       "2        False       False          True        False   \n",
+       "3         True        True          True         True   \n",
+       "4        False       False          True         True   \n",
+       "\n",
+       "   in_lastberu_cosmo_ground  \n",
+       "0                      True  \n",
+       "1                      True  \n",
+       "2                      True  \n",
+       "3                      True  \n",
+       "4                      True  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "@np.vectorize\n",
+    "def get_data(x, y, z):\n",
+    "    data = np.array([x, y, z])\n",
+    "    data = data[~np.isnan(data)]\n",
+    "    if len(data) > 2:\n",
+    "        return print(\"Bug\"), data\n",
+    "    else:\n",
+    "        return data[0]\n",
+    "\n",
+    "\n",
+    "Combined_Data[\"theta_E\"] = get_data(\n",
+    "    Combined_Data[\"theta_E\"],\n",
+    "    Combined_Data[\"Cao_theta_E\"],\n",
+    "    Combined_Data[\"Chen_theta_E\"],\n",
+    ")\n",
+    "Combined_Data[\"theta_E_rad\"] = get_data(\n",
+    "    Combined_Data[\"theta_E_rad\"],\n",
+    "    Combined_Data[\"Cao_theta_E_rad\"],\n",
+    "    Combined_Data[\"Chen_theta_E_rad\"],\n",
+    ")\n",
+    "Combined_Data[\"theta_ap\"] = get_data(\n",
+    "    Combined_Data[\"theta_ap\"],\n",
+    "    Combined_Data[\"Cao_theta_ap\"],\n",
+    "    Combined_Data[\"Chen_theta_ap\"],\n",
+    ")\n",
+    "Combined_Data[\"theta_ap_rad\"] = get_data(\n",
+    "    Combined_Data[\"theta_ap_rad\"],\n",
+    "    Combined_Data[\"Cao_theta_ap_rad\"],\n",
+    "    Combined_Data[\"Chen_theta_ap_rad\"],\n",
+    ")\n",
+    "Combined_Data[\"velDisp\"] = get_data(\n",
+    "    Combined_Data[\"velDisp\"],\n",
+    "    Combined_Data[\"Cao_velDisp\"],\n",
+    "    Combined_Data[\"Chen_velDisp\"],\n",
+    ")\n",
+    "Combined_Data[\"velDispErr\"] = get_data(\n",
+    "    Combined_Data[\"velDispErr\"],\n",
+    "    Combined_Data[\"Cao_velDispErr\"],\n",
+    "    Combined_Data[\"Chen_velDispErr\"],\n",
+    ")\n",
+    "Combined_Data[\"velDisp0\"] = get_data(\n",
+    "    Combined_Data[\"velDisp0_petro\"],\n",
+    "    Combined_Data[\"Cao_velDisp0\"],\n",
+    "    Combined_Data[\"Chen_velDisp0\"],\n",
+    ")\n",
+    "Combined_Data[\"velDisp0Err\"] = get_data(\n",
+    "    Combined_Data[\"velDisp0Err_petro\"],\n",
+    "    Combined_Data[\"Cao_velDisp0Err\"],\n",
+    "    Combined_Data[\"Chen_velDisp0Err\"],\n",
+    ")\n",
+    "Combined_Data[\"Seeing\"] = get_data(\n",
+    "    Combined_Data[\"seeing50\"],\n",
+    "    Combined_Data[\"Cao_Seeing_atm\"],\n",
+    "    Combined_Data[\"Chen_Seeing_atm\"],\n",
+    ")\n",
+    "Combined_Data[\"Seeing_rad\"] = get_data(\n",
+    "    Combined_Data[\"seeing50_rad\"],\n",
+    "    Combined_Data[\"Cao_Seeing_atm_rad\"],\n",
+    "    Combined_Data[\"Chen_Seeing_atm_rad\"],\n",
+    ")\n",
+    "Combined_Data[\"z_L\"] = get_data(\n",
+    "    Combined_Data[\"z_L\"], Combined_Data[\"Cao_z_L\"], Combined_Data[\"Chen_z_L\"]\n",
+    ")\n",
+    "Combined_Data[\"z_S\"] = get_data(\n",
+    "    Combined_Data[\"z_S\"], Combined_Data[\"Cao_z_S\"], Combined_Data[\"Chen_z_S\"]\n",
+    ")\n",
+    "Combined_Data[\"theta_Eff\"] = get_data(\n",
+    "    Combined_Data[\"petror50_r\"],\n",
+    "    Combined_Data[\"Cao_theta_eff\"],\n",
+    "    Combined_Data[\"Chen_theta_eff\"],\n",
+    ")\n",
+    "Combined_Data[\"theta_Eff_rad\"] = get_data(\n",
+    "    Combined_Data[\"petror50_r_rad\"],\n",
+    "    Combined_Data[\"Cao_theta_eff_rad\"],\n",
+    "    Combined_Data[\"Chen_theta_eff_rad\"],\n",
+    ")\n",
+    "\n",
+    "Combined_Data = Combined_Data[\n",
+    "    [\n",
+    "        \"JNAME\",\n",
+    "        \"Original_ID\",\n",
+    "        \"z_L\",\n",
+    "        \"z_S\",\n",
+    "        \"velDisp\",\n",
+    "        \"velDispErr\",\n",
+    "        \"velDisp0\",\n",
+    "        \"velDisp0Err\",\n",
+    "        \"theta_E\",\n",
+    "        \"theta_ap\",\n",
+    "        \"theta_Eff\",\n",
+    "        \"Seeing\",\n",
+    "        \"theta_E_rad\",\n",
+    "        \"theta_ap_rad\",\n",
+    "        \"theta_Eff_rad\",\n",
+    "        \"Seeing_rad\",\n",
+    "        \"Reference\",\n",
+    "        \"in_cao_2015\",\n",
+    "        \"in_cao_2017\",\n",
+    "        \"in_chen_2019\",\n",
+    "        \"in_liu_2022\",\n",
+    "        \"in_lastberu_cosmo_ground\",\n",
+    "    ]\n",
+    "]\n",
+    "\n",
+    "Combined_Data = Combined_Data.fillna(False).convert_dtypes()\n",
+    "Combined_Data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "c464cde2-16ce-466a-b42c-13bd346a0861",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Combined_Data.to_csv(\"05_Combined_Data.csv\", index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/06_Using_the_Data.ipynb b/notebooks/modified-gravity-tests/06_Using_the_Data.ipynb
new file mode 100644
index 0000000..cf05cf5
--- /dev/null
+++ b/notebooks/modified-gravity-tests/06_Using_the_Data.ipynb
@@ -0,0 +1,1744 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "037c60f4-ebb3-4e5a-b5c5-e3c389c253cf",
+   "metadata": {},
+   "source": [
+    "In this notebook, we explore the implications of using `05_Combined_Data.csv` from a combination of `LaStBeRu_cosmo_ground`+`Chen et al. (2019)`+`Cao et al. (2015)` data:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "85558789-f92a-4f9f-b341-5d7e03b8c0be",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import rings2cosmo\n",
+    "import getdist\n",
+    "import numpy as np\n",
+    "\n",
+    "from matplotlib import gridspec\n",
+    "from getdist import plots, MCSamples\n",
+    "\n",
+    "pd.set_option('display.max_colwidth', None)\n",
+    "\n",
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4872754a-ee8e-47a1-99f9-0fa1087da818",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpl.rcParams.update(\n",
+    "    {\n",
+    "        \"font.size\": 20,\n",
+    "        \"pgf.texsystem\": \"pdflatex\",\n",
+    "        \"font.family\": \"serif\",\n",
+    "        \"text.usetex\": True,\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Global Variables:\n",
+    "dpi_global = 75\n",
+    "format_figure = \".pdf\"\n",
+    "size_graphics = (10, 6.180)\n",
+    "font_legend = 14"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "36d78f73-d12a-458c-9c72-2468c890891c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Original_ID</th>\n",
+       "      <th>z_L</th>\n",
+       "      <th>z_S</th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>velDispErr</th>\n",
+       "      <th>velDisp0</th>\n",
+       "      <th>velDisp0Err</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>...</th>\n",
+       "      <th>theta_E_rad</th>\n",
+       "      <th>theta_ap_rad</th>\n",
+       "      <th>theta_Eff_rad</th>\n",
+       "      <th>Seeing_rad</th>\n",
+       "      <th>Reference</th>\n",
+       "      <th>in_cao_2015</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_chen_2019</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>0.380506</td>\n",
+       "      <td>2.7300</td>\n",
+       "      <td>396.99310</td>\n",
+       "      <td>55.420086</td>\n",
+       "      <td>401.293768</td>\n",
+       "      <td>57.340201</td>\n",
+       "      <td>2.91</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000014</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>J002907.8-005550.5</td>\n",
+       "      <td>J002907.8-005550.5</td>\n",
+       "      <td>0.227043</td>\n",
+       "      <td>0.9310</td>\n",
+       "      <td>201.65935</td>\n",
+       "      <td>18.190630</td>\n",
+       "      <td>205.369169</td>\n",
+       "      <td>19.612457</td>\n",
+       "      <td>0.96</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000011</td>\n",
+       "      <td>0.000009</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>J002927.4+254401.8</td>\n",
+       "      <td>J002927.4+254401.8</td>\n",
+       "      <td>0.586881</td>\n",
+       "      <td>2.4500</td>\n",
+       "      <td>212.64645</td>\n",
+       "      <td>51.071056</td>\n",
+       "      <td>217.632298</td>\n",
+       "      <td>52.735034</td>\n",
+       "      <td>0.81</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>J004402.9+011312.6</td>\n",
+       "      <td>J004402.9+011312.6</td>\n",
+       "      <td>0.119582</td>\n",
+       "      <td>0.1960</td>\n",
+       "      <td>254.28107</td>\n",
+       "      <td>12.229250</td>\n",
+       "      <td>260.603600</td>\n",
+       "      <td>15.114514</td>\n",
+       "      <td>0.79</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000004</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000010</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>J014356.6-100633.7</td>\n",
+       "      <td>J014356.6-100633.7</td>\n",
+       "      <td>0.220969</td>\n",
+       "      <td>1.1046</td>\n",
+       "      <td>207.81186</td>\n",
+       "      <td>18.661510</td>\n",
+       "      <td>211.578823</td>\n",
+       "      <td>20.121941</td>\n",
+       "      <td>1.23</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000006</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000011</td>\n",
+       "      <td>0.000010</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                JNAME         Original_ID       z_L     z_S    velDisp  \\\n",
+       "0  J002240.9+143110.1  J002240.9+143110.1  0.380506  2.7300  396.99310   \n",
+       "1  J002907.8-005550.5  J002907.8-005550.5  0.227043  0.9310  201.65935   \n",
+       "2  J002927.4+254401.8  J002927.4+254401.8  0.586881  2.4500  212.64645   \n",
+       "3  J004402.9+011312.6  J004402.9+011312.6  0.119582  0.1960  254.28107   \n",
+       "4  J014356.6-100633.7  J014356.6-100633.7  0.220969  1.1046  207.81186   \n",
+       "\n",
+       "   velDispErr    velDisp0  velDisp0Err  theta_E  theta_ap  ...  theta_E_rad  \\\n",
+       "0   55.420086  401.293768    57.340201     2.91       1.5  ...     0.000014   \n",
+       "1   18.190630  205.369169    19.612457     0.96       1.5  ...     0.000005   \n",
+       "2   51.071056  217.632298    52.735034     0.81       1.0  ...     0.000004   \n",
+       "3   12.229250  260.603600    15.114514     0.79       1.5  ...     0.000004   \n",
+       "4   18.661510  211.578823    20.121941     1.23       1.5  ...     0.000006   \n",
+       "\n",
+       "   theta_ap_rad  theta_Eff_rad  Seeing_rad              Reference  \\\n",
+       "0      0.000007       0.000012    0.000007  LaStBeRu_cosmo_ground   \n",
+       "1      0.000007       0.000011    0.000009  LaStBeRu_cosmo_ground   \n",
+       "2      0.000005       0.000007    0.000008  LaStBeRu_cosmo_ground   \n",
+       "3      0.000007       0.000010    0.000008  LaStBeRu_cosmo_ground   \n",
+       "4      0.000007       0.000011    0.000010  LaStBeRu_cosmo_ground   \n",
+       "\n",
+       "   in_cao_2015 in_cao_2017  in_chen_2019  in_liu_2022  \\\n",
+       "0        False       False         False        False   \n",
+       "1         True        True          True         True   \n",
+       "2        False       False          True        False   \n",
+       "3         True        True          True         True   \n",
+       "4        False       False          True         True   \n",
+       "\n",
+       "   in_lastberu_cosmo_ground  \n",
+       "0                      True  \n",
+       "1                      True  \n",
+       "2                      True  \n",
+       "3                      True  \n",
+       "4                      True  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Load Data:\n",
+    "Combined_Data = pd.read_csv('05_Combined_Data.csv')\n",
+    "Combined_Data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "f5c9834d-e07d-40b2-a0a7-a0cd37714300",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:2: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:2: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/1050998976.py:2: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  Combined_Data.loc[Combined_Data.query('in_cao_2015==False and in_chen_2019==False').index, 'for_plots'] = '$\\mathrm{LaStBeRu\\_cosmo\\_ground}$'\n"
+     ]
+    }
+   ],
+   "source": [
+    "Combined_Data['for_plots'] = pd.NA\n",
+    "Combined_Data.loc[Combined_Data.query('in_cao_2015==False and in_chen_2019==False').index, 'for_plots'] = '$\\mathrm{LaStBeRu\\_cosmo\\_ground}$'\n",
+    "Combined_Data.loc[Combined_Data.query('in_cao_2015==False and in_lastberu_cosmo_ground==False').index, 'for_plots'] = 'Chen et al. (2019)'\n",
+    "Combined_Data.loc[Combined_Data.query('in_chen_2019==False and in_lastberu_cosmo_ground==False').index, 'for_plots'] = 'Cao et al. (2015)'\n",
+    "Combined_Data.loc[Combined_Data.query('for_plots.isna()').index, 'for_plots'] = 'Intersection'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "43471a50-34ba-4307-a2d7-93f321fcf232",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:46: SyntaxWarning: invalid escape sequence '\\s'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:46: SyntaxWarning: invalid escape sequence '\\s'\n",
+      "/tmp/ipykernel_649734/734570186.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').velDisp, \\\n",
+      "/tmp/ipykernel_649734/734570186.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').velDisp, \\\n",
+      "/tmp/ipykernel_649734/734570186.py:46: SyntaxWarning: invalid escape sequence '\\s'\n",
+      "  ax.set_ylabel(\"$\\sigma_v$ [km/s]\")\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x618 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=size_graphics)\n",
+    "gs = gridspec.GridSpec(1, 1)\n",
+    "\n",
+    "ax = plt.subplot(gs[0, 0 : 1 + 1])\n",
+    "ax.set_facecolor('none')\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').velDisp, \\\n",
+    "           marker='^', \\\n",
+    "           s=50, \\\n",
+    "           c='#003f5c',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Intersection\"').z_L, Combined_Data.query('for_plots==\"Intersection\"').velDisp, \\\n",
+    "           marker='p', \\\n",
+    "           s=50, \\\n",
+    "           c='#7a5195',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"Intersection\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Cao et al. (2015)\"').z_L, Combined_Data.query('for_plots==\"Cao et al. (2015)\"').velDisp, \\\n",
+    "           marker='*', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ffa600', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Cao et al. (2015)\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Chen et al. (2019)\"').z_L, Combined_Data.query('for_plots==\"Chen et al. (2019)\"').velDisp, \\\n",
+    "           marker='P', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ef5675', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Chen et al. (2019)\")\n",
+    "\n",
+    "# ax.plot([0, 1], [0, 1], transform=ax.transAxes, color='Black', lw=1, zorder=1, ls='--')\n",
+    "ax.legend(loc=2, fontsize=font_legend, frameon=False)\n",
+    "\n",
+    "# Plotting options:\n",
+    "ax.set_xscale(\"linear\")\n",
+    "ax.set_yscale(\"linear\")\n",
+    "ax.set_xlabel(\"$z_L$\")\n",
+    "ax.set_ylabel(\"$\\sigma_v$ [km/s]\")\n",
+    "ax.set_axisbelow(False)\n",
+    "\n",
+    "# plt.savefig(\n",
+    "#             \"graphics/z_L_sigma_v\"\n",
+    "#             + format_figure,\n",
+    "#             dpi=dpi_global,\n",
+    "#             bbox_inches=\"tight\",\n",
+    "#         )\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "b7ff15f1-82f2-45f0-b4f8-351787f195e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/2625713474.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_S, \\\n",
+      "/tmp/ipykernel_649734/2625713474.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_S, \\\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x618 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=size_graphics)\n",
+    "gs = gridspec.GridSpec(1, 1)\n",
+    "\n",
+    "ax = plt.subplot(gs[0, 0 : 1 + 1])\n",
+    "ax.set_facecolor('none')\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_S, \\\n",
+    "           marker='^', \\\n",
+    "           s=50, \\\n",
+    "           c='#003f5c',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Intersection\"').z_L, Combined_Data.query('for_plots==\"Intersection\"').z_S, \\\n",
+    "           marker='p', \\\n",
+    "           s=50, \\\n",
+    "           c='#7a5195',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"Intersection\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Cao et al. (2015)\"').z_L, Combined_Data.query('for_plots==\"Cao et al. (2015)\"').z_S, \\\n",
+    "           marker='*', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ffa600', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Cao et al. (2015)\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Chen et al. (2019)\"').z_L, Combined_Data.query('for_plots==\"Chen et al. (2019)\"').z_S, \\\n",
+    "           marker='P', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ef5675', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Chen et al. (2019)\")\n",
+    "\n",
+    "# ax.plot([0, 1], [0, 1], transform=ax.transAxes, color='Black', lw=1, zorder=1, ls='--')\n",
+    "ax.legend(loc=2, fontsize=font_legend, frameon=False)\n",
+    "\n",
+    "# Plotting options:\n",
+    "ax.set_xscale(\"linear\")\n",
+    "ax.set_yscale(\"linear\")\n",
+    "ax.set_xlabel(\"$z_L$\")\n",
+    "ax.set_ylabel(\"$z_S$\")\n",
+    "ax.set_axisbelow(False)\n",
+    "\n",
+    "# plt.savefig(\n",
+    "#            \"graphics/z_L_z_S\"\n",
+    "#             + format_figure,\n",
+    "#             dpi=dpi_global,\n",
+    "#             bbox_inches=\"tight\",\n",
+    "#         )\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "8f9a0f95-955e-4df5-b792-c4becfa258c9",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/656500149.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').theta_E, \\\n",
+      "/tmp/ipykernel_649734/656500149.py:6: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').theta_E, \\\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<unknown>:1: SyntaxWarning: invalid escape sequence '\\m'\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x618 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=size_graphics)\n",
+    "gs = gridspec.GridSpec(1, 1)\n",
+    "\n",
+    "ax = plt.subplot(gs[0, 0 : 1 + 1])\n",
+    "ax.set_facecolor('none')\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').z_L, Combined_Data.query('for_plots==\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\"').theta_E, \\\n",
+    "           marker='^', \\\n",
+    "           s=50, \\\n",
+    "           c='#003f5c',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Intersection\"').z_L, Combined_Data.query('for_plots==\"Intersection\"').theta_E, \\\n",
+    "           marker='p', \\\n",
+    "           s=50, \\\n",
+    "           c='#7a5195',\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=4, \\\n",
+    "           label=r\"Intersection\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Cao et al. (2015)\"').z_L, Combined_Data.query('for_plots==\"Cao et al. (2015)\"').theta_E, \\\n",
+    "           marker='*', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ffa600', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Cao et al. (2015)\")\n",
+    "ax.scatter(Combined_Data.query('for_plots==\"Chen et al. (2019)\"').z_L, Combined_Data.query('for_plots==\"Chen et al. (2019)\"').theta_E, \\\n",
+    "           marker='P', \\\n",
+    "           s=50, \\\n",
+    "           c= '#ef5675', \\\n",
+    "           edgecolor='none', \\\n",
+    "           linewidths=1, \\\n",
+    "           zorder=5, \\\n",
+    "           label=r\"Chen et al. (2019)\")\n",
+    "\n",
+    "# ax.plot([0, 1], [0, 1], transform=ax.transAxes, color='Black', lw=1, zorder=1, ls='--')\n",
+    "ax.legend(loc=2, fontsize=font_legend, frameon=False)\n",
+    "\n",
+    "# Plotting options:\n",
+    "ax.set_xscale(\"linear\")\n",
+    "ax.set_yscale(\"linear\")\n",
+    "ax.set_xlabel(\"$z_L$\")\n",
+    "ax.set_ylabel(r\"$\\theta_E$ [$^{\\prime\\prime}$]\")\n",
+    "ax.set_axisbelow(False)\n",
+    "\n",
+    "# plt.savefig(\n",
+    "#             \"graphics/z_L_theta_E\"\n",
+    "#             + format_figure,\n",
+    "#             dpi=dpi_global,\n",
+    "#             bbox_inches=\"tight\",\n",
+    "#         )\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3eac7945-e689-4e66-8771-380430920af7",
+   "metadata": {},
+   "source": [
+    "- Systems with $\\theta_E$ > 2.8'':"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "1688b735-66ce-446d-a519-5cb52f590121",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>JNAME</th>\n",
+       "      <th>Original_ID</th>\n",
+       "      <th>z_L</th>\n",
+       "      <th>z_S</th>\n",
+       "      <th>velDisp</th>\n",
+       "      <th>velDispErr</th>\n",
+       "      <th>velDisp0</th>\n",
+       "      <th>velDisp0Err</th>\n",
+       "      <th>theta_E</th>\n",
+       "      <th>theta_ap</th>\n",
+       "      <th>...</th>\n",
+       "      <th>theta_ap_rad</th>\n",
+       "      <th>theta_Eff_rad</th>\n",
+       "      <th>Seeing_rad</th>\n",
+       "      <th>Reference</th>\n",
+       "      <th>in_cao_2015</th>\n",
+       "      <th>in_cao_2017</th>\n",
+       "      <th>in_chen_2019</th>\n",
+       "      <th>in_liu_2022</th>\n",
+       "      <th>in_lastberu_cosmo_ground</th>\n",
+       "      <th>for_plots</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>J002240.9+143110.1</td>\n",
+       "      <td>0.380506</td>\n",
+       "      <td>2.730</td>\n",
+       "      <td>396.99310</td>\n",
+       "      <td>55.420086</td>\n",
+       "      <td>401.293768</td>\n",
+       "      <td>57.340201</td>\n",
+       "      <td>2.91</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>J084647.5+044605.0</td>\n",
+       "      <td>J084647.5+044605.0</td>\n",
+       "      <td>0.241446</td>\n",
+       "      <td>1.405</td>\n",
+       "      <td>242.57613</td>\n",
+       "      <td>21.735540</td>\n",
+       "      <td>240.255733</td>\n",
+       "      <td>22.731528</td>\n",
+       "      <td>3.40</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000017</td>\n",
+       "      <td>0.000008</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69</th>\n",
+       "      <td>J120602.1+514229.4</td>\n",
+       "      <td>J120602.1+514229.4</td>\n",
+       "      <td>0.422372</td>\n",
+       "      <td>2.000</td>\n",
+       "      <td>361.37347</td>\n",
+       "      <td>51.795128</td>\n",
+       "      <td>366.908660</td>\n",
+       "      <td>53.800415</td>\n",
+       "      <td>3.82</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000012</td>\n",
+       "      <td>0.000011</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100</th>\n",
+       "      <td>J151118.7+471340.2</td>\n",
+       "      <td>J151118.7+471340.2</td>\n",
+       "      <td>0.451489</td>\n",
+       "      <td>0.980</td>\n",
+       "      <td>402.16846</td>\n",
+       "      <td>43.611140</td>\n",
+       "      <td>401.853971</td>\n",
+       "      <td>45.214166</td>\n",
+       "      <td>5.40</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.000007</td>\n",
+       "      <td>0.000015</td>\n",
+       "      <td>0.000005</td>\n",
+       "      <td>LaStBeRu_cosmo_ground</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>4 rows × 23 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  JNAME         Original_ID       z_L    z_S    velDisp  \\\n",
+       "0    J002240.9+143110.1  J002240.9+143110.1  0.380506  2.730  396.99310   \n",
+       "23   J084647.5+044605.0  J084647.5+044605.0  0.241446  1.405  242.57613   \n",
+       "69   J120602.1+514229.4  J120602.1+514229.4  0.422372  2.000  361.37347   \n",
+       "100  J151118.7+471340.2  J151118.7+471340.2  0.451489  0.980  402.16846   \n",
+       "\n",
+       "     velDispErr    velDisp0  velDisp0Err  theta_E  theta_ap  ...  \\\n",
+       "0     55.420086  401.293768    57.340201     2.91       1.5  ...   \n",
+       "23    21.735540  240.255733    22.731528     3.40       1.5  ...   \n",
+       "69    51.795128  366.908660    53.800415     3.82       1.5  ...   \n",
+       "100   43.611140  401.853971    45.214166     5.40       1.5  ...   \n",
+       "\n",
+       "     theta_ap_rad  theta_Eff_rad  Seeing_rad              Reference  \\\n",
+       "0        0.000007       0.000012    0.000007  LaStBeRu_cosmo_ground   \n",
+       "23       0.000007       0.000017    0.000008  LaStBeRu_cosmo_ground   \n",
+       "69       0.000007       0.000012    0.000011  LaStBeRu_cosmo_ground   \n",
+       "100      0.000007       0.000015    0.000005  LaStBeRu_cosmo_ground   \n",
+       "\n",
+       "     in_cao_2015  in_cao_2017 in_chen_2019  in_liu_2022  \\\n",
+       "0          False        False        False        False   \n",
+       "23         False        False        False        False   \n",
+       "69         False        False        False        False   \n",
+       "100        False        False        False        False   \n",
+       "\n",
+       "     in_lastberu_cosmo_ground                           for_plots  \n",
+       "0                        True  $\\mathrm{LaStBeRu\\_cosmo\\_ground}$  \n",
+       "23                       True  $\\mathrm{LaStBeRu\\_cosmo\\_ground}$  \n",
+       "69                       True  $\\mathrm{LaStBeRu\\_cosmo\\_ground}$  \n",
+       "100                      True  $\\mathrm{LaStBeRu\\_cosmo\\_ground}$  \n",
+       "\n",
+       "[4 rows x 23 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Combined_Data.query('theta_E>2.8')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5b14ccf0-0b41-48d3-babe-bab448b16028",
+   "metadata": {},
+   "source": [
+    "- [J002240.9+143110.1](https://www.legacysurvey.org/viewer?ra=5.6704&dec=14.5195&layer=ls-dr9&zoom=16)\n",
+    "- [J084647.5+044605.0](https://www.legacysurvey.org/viewer?ra=131.6978&dec=4.7680&layer=ls-dr9&zoom=16)\n",
+    "- [J120602.1+514229.4](https://www.legacysurvey.org/viewer?ra=181.5085&dec=51.7082&layer=ls-dr9&zoom=16)\n",
+    "- [J151118.7+471340.2](https://www.legacysurvey.org/viewer?ra=227.8280&dec=47.2278&layer=ls-dr10&zoom=16)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cf38928b-c0be-493a-97fa-34c2f3de8f27",
+   "metadata": {},
+   "source": [
+    "# MCMC Experiments"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f35ca786-c99d-4964-8fa4-4ee8a95aeec5",
+   "metadata": {},
+   "source": [
+    "Priors for each value:\n",
+    "\n",
+    "- $\\alpha$: Total mass density index\n",
+    "- $\\beta$: Anisotropy parameter\n",
+    "- $\\delta$: Luminosity density index\n",
+    "- $\\gamma$: Parameterized Post-Newtonian parameter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "98a48860-b922-4a47-9169-0e7621156876",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "alpha_true = 2\n",
+    "beta_true = 0.18\n",
+    "delta_true = 2.4\n",
+    "gamma_true = 1\n",
+    "labels = [r\"\\alpha\", r\"\\beta\", r\"\\delta\", r\"\\gamma\"]\n",
+    "nsteps = 15_000  # Number of steps"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "2a970a2b-a7d6-461b-b6e6-e94ed165b2c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_mcmc(z_L, z_S, theta_E, theta_ap, seeing_atm, velDisp, velDispErr, label):\n",
+    "    sampler = rings2cosmo.logprobability_sampling(z_S, z_L, \\\n",
+    "                                              velDisp, velDispErr, \\\n",
+    "                                              theta_E, seeing_atm, theta_ap, \\\n",
+    "                                              seed=42, alpha_ini=alpha_true, beta_ini=beta_true, delta_ini=delta_true, gamma_ini=gamma_true, \\\n",
+    "                                              alpha_0_value=alpha_true, eps_alpha_0_value=0.08, beta_0_value=beta_true, eps_beta_0_value=0.13, delta_0_value=delta_true, eps_delta_0_value=0.11, \\\n",
+    "                                              n_dim=4, n_walkers=64, n_burn=500, n_steps=nsteps, progress=\"notebook\", processes=64)\n",
+    "    samples = MCSamples(samples=sampler.get_chain(discard=500, thin=1, flat=True), names=[\"alpha\", \"beta\", \"delta\", \"gamma\"], labels=labels, \\\n",
+    "                        label=label)\n",
+    "    # Customized triangle plot\n",
+    "    g = plots.get_subplot_plotter(subplot_size=4)\n",
+    "    g.settings.figure_legend_frame = False\n",
+    "    g.settings.alpha_filled_add = 0.5\n",
+    "    g.settings.title_limit_fontsize = 20\n",
+    "    g.settings.axes_fontsize = 20\n",
+    "    g.settings.axes_labelsize = 20\n",
+    "    g.settings.legend_fontsize = 20\n",
+    "    g.triangle_plot(\n",
+    "        [samples],\n",
+    "        filled=True,\n",
+    "        legend_labels=[label],\n",
+    "        legend_loc=\"upper right\",\n",
+    "        line_args=[{\"ls\": \"--\", \"color\": \"black\"}],\n",
+    "        contour_colors=[\"black\"],\n",
+    "        title_limit=1,\n",
+    "        markers={\n",
+    "            \"alpha\": alpha_true, \"beta\": beta_true, \"delta\": delta_true, \"gamma\": gamma_true},\n",
+    "    )\n",
+    "    return samples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b0cd3654-429b-40e6-84fa-e763c8363bd2",
+   "metadata": {},
+   "source": [
+    "# 1. `LaStBeRu_cosmo_ground`+`Chen et al. (2019)`+`Cao et al. (2015)` data with $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "85b739b0-15bd-49c3-b6fb-0a5f95bca6c3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/2454525765.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e8e86df79d384cec9d4e238571586f51",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "135d167a354e4103a7d0152040e6dd56",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_1 = get_mcmc(z_L=Combined_Data[\"z_L\"].values, z_S=Combined_Data[\"z_S\"].values, theta_E=Combined_Data[\"theta_E_rad\"].values, theta_ap=Combined_Data[\"theta_ap_rad\"].values, seeing_atm=Combined_Data[\"Seeing_rad\"].values, \\\n",
+    "                  velDisp=Combined_Data[\"velDisp\"].values, velDispErr=Combined_Data[\"velDispErr\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d1784fbf-6b72-402b-9f7f-8c682692f803",
+   "metadata": {},
+   "source": [
+    "# 2. `LaStBeRu_cosmo_ground`+`Chen et al. (2019)`+`Cao et al. (2015)` data with $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "13eb5ad4-b062-4e1b-843e-ad1578161c52",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/849642119.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "97720fa2251a4eb29866c6a2af2b1a06",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "11628c5bb52043e4abe0650bd74e2796",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_2 = get_mcmc(z_L=Combined_Data[\"z_L\"].values, z_S=Combined_Data[\"z_S\"].values, theta_E=Combined_Data[\"theta_E_rad\"].values, theta_ap=Combined_Data[\"theta_ap_rad\"].values, seeing_atm=Combined_Data[\"Seeing_rad\"].values, \\\n",
+    "                  velDisp=Combined_Data[\"velDisp0\"].values, velDispErr=Combined_Data[\"velDisp0Err\"].values, \\\n",
+    "                  label=\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b9175ae8-f241-4d1f-abfb-a8434bb68971",
+   "metadata": {},
+   "source": [
+    "# 3. Only `LaStBeRu_cosmo_ground` data (29 systems) $\\sigma_v$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "d6c3efc2-6911-4033-a1e8-e27f3ec2d0a7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lastberu_cosmo_ground_only = Combined_Data.query('in_cao_2015==False and in_chen_2019==False').reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "48482f5c-7f12-40fc-8bce-d4e51728dd92",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "29"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(lastberu_cosmo_ground_only)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "bbdcb1dd-3715-40ba-87a7-f5427825e549",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/1838516229.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "473567c39af8404dbd512f6680440219",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ff4fc35e14c64c4b8b1b7d18480aae30",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_3 = get_mcmc(z_L=lastberu_cosmo_ground_only[\"z_L\"].values, z_S=lastberu_cosmo_ground_only[\"z_S\"].values, theta_E=lastberu_cosmo_ground_only[\"theta_E_rad\"].values, theta_ap=lastberu_cosmo_ground_only[\"theta_ap_rad\"].values, seeing_atm=lastberu_cosmo_ground_only[\"Seeing_rad\"].values, \\\n",
+    "                  velDisp=lastberu_cosmo_ground_only[\"velDisp\"].values, velDispErr=lastberu_cosmo_ground_only[\"velDispErr\"].values, \\\n",
+    "                  label=\"Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "abe36bba-122d-42fd-b4b7-00f806840f5e",
+   "metadata": {},
+   "source": [
+    "# 4. Only `LaStBeRu_cosmo_ground` data (29 systems) $\\sigma_0$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "f4757395-bc42-4410-9846-d14c76ca5c94",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/81396520.py:3: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  label=\"Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Running burn-in ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "efef9538939a45549c056200f6998e71",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/500 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sampling ...\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "faba267273b14c46badb7e6b5d46ba99",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/15000 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Removed no burn in\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, beta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: alpha, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, delta\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: beta, gamma\n",
+      "WARNING:root:fine_bins_2D not large enough for optimal density: delta, gamma\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1600x1600 with 10 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "case_4 = get_mcmc(z_L=lastberu_cosmo_ground_only[\"z_L\"].values, z_S=lastberu_cosmo_ground_only[\"z_S\"].values, theta_E=lastberu_cosmo_ground_only[\"theta_E_rad\"].values, theta_ap=lastberu_cosmo_ground_only[\"theta_ap_rad\"].values, seeing_atm=lastberu_cosmo_ground_only[\"Seeing_rad\"].values, \\\n",
+    "                  velDisp=lastberu_cosmo_ground_only[\"velDisp0\"].values, velDispErr=lastberu_cosmo_ground_only[\"velDisp0Err\"].values, \\\n",
+    "                  label=\"Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ad66c4ae-935a-4570-b4d7-f210841e877b",
+   "metadata": {},
+   "source": [
+    "# Results"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "91c1e002-c889-4fdb-a7d5-769adc36fb8d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$\\alpha$</th>\n",
+       "      <th>$\\beta$</th>\n",
+       "      <th>$\\delta$</th>\n",
+       "      <th>$\\gamma$</th>\n",
+       "      <th>$\\mathrm{Std}(\\alpha$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\beta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\delta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\gamma$)</th>\n",
+       "      <th>Number of Systems</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$</th>\n",
+       "      <td>1.991246</td>\n",
+       "      <td>0.179972</td>\n",
+       "      <td>2.399894</td>\n",
+       "      <td>1.114604</td>\n",
+       "      <td>0.005370</td>\n",
+       "      <td>0.009082</td>\n",
+       "      <td>0.007653</td>\n",
+       "      <td>0.024192</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$</th>\n",
+       "      <td>1.991736</td>\n",
+       "      <td>0.180103</td>\n",
+       "      <td>2.399931</td>\n",
+       "      <td>1.063908</td>\n",
+       "      <td>0.005444</td>\n",
+       "      <td>0.009082</td>\n",
+       "      <td>0.007697</td>\n",
+       "      <td>0.027202</td>\n",
+       "      <td>206</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$</th>\n",
+       "      <td>1.993050</td>\n",
+       "      <td>0.180101</td>\n",
+       "      <td>2.399690</td>\n",
+       "      <td>1.329178</td>\n",
+       "      <td>0.014297</td>\n",
+       "      <td>0.024097</td>\n",
+       "      <td>0.020338</td>\n",
+       "      <td>0.082774</td>\n",
+       "      <td>29</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$</th>\n",
+       "      <td>1.992029</td>\n",
+       "      <td>0.180315</td>\n",
+       "      <td>2.399671</td>\n",
+       "      <td>1.351435</td>\n",
+       "      <td>0.014444</td>\n",
+       "      <td>0.024193</td>\n",
+       "      <td>0.020468</td>\n",
+       "      <td>0.095705</td>\n",
+       "      <td>29</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                                                              $\\alpha$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  1.991246   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  1.991736   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                          1.993050   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                          1.992029   \n",
+       "\n",
+       "                                                                                               $\\beta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  0.179972   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  0.180103   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                          0.180101   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                          0.180315   \n",
+       "\n",
+       "                                                                                              $\\delta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  2.399894   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  2.399931   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                          2.399690   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                          2.399671   \n",
+       "\n",
+       "                                                                                              $\\gamma$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  1.114604   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  1.063908   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                          1.329178   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                          1.351435   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\alpha$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.005370   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.005444   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                                        0.014297   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                                        0.014444   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\beta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$               0.009082   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$               0.009082   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                                       0.024097   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                                       0.024193   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\delta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.007653   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.007697   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                                        0.020338   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                                        0.020468   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\gamma$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.024192   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.027202   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                                        0.082774   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                                        0.095705   \n",
+       "\n",
+       "                                                                                              Number of Systems  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                206  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                206  \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$                                         29  \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$                                         29  "
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_stats = [np.hstack([case_1.getMeans(), np.sqrt(case_1.getVars())]).T,\n",
+    "              np.hstack([case_2.getMeans(), np.sqrt(case_2.getVars())]).T,\n",
+    "              np.hstack([case_3.getMeans(), np.sqrt(case_3.getVars())]).T,\n",
+    "              np.hstack([case_4.getMeans(), np.sqrt(case_4.getVars())]).T]\n",
+    "full_stats = np.vstack(full_stats)\n",
+    "columns = [r'$\\alpha$', r'$\\beta$', r'$\\delta$', r'$\\gamma$', r'$\\mathrm{Std}(\\alpha$)', r'$\\mathrm{Std}(\\beta$)', r'$\\mathrm{Std}(\\delta$)', r'$\\mathrm{Std}(\\gamma$)']\n",
+    "labels = [r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$', \\\n",
+    "          r'Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$', \\\n",
+    "          r'Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$']\n",
+    "\n",
+    "df = pd.DataFrame(full_stats, columns=columns)\n",
+    "# df.insert(0, 'Case', labels)\n",
+    "df.index = labels\n",
+    "df.insert(8, 'Number of Systems', [len(Combined_Data), len(Combined_Data), len(lastberu_cosmo_ground_only), len(lastberu_cosmo_ground_only)])\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "9770702e-c314-4dfa-8511-a478c45bae50",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$\\alpha$</th>\n",
+       "      <th>$\\beta$</th>\n",
+       "      <th>$\\delta$</th>\n",
+       "      <th>$\\gamma$</th>\n",
+       "      <th>$\\mathrm{Std}(\\alpha$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\beta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\delta$)</th>\n",
+       "      <th>$\\mathrm{Std}(\\gamma$)</th>\n",
+       "      <th>Number of Systems</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$</th>\n",
+       "      <td>1.993136</td>\n",
+       "      <td>0.180005</td>\n",
+       "      <td>2.399957</td>\n",
+       "      <td>1.096951</td>\n",
+       "      <td>0.004662</td>\n",
+       "      <td>0.007736</td>\n",
+       "      <td>0.006568</td>\n",
+       "      <td>0.022190</td>\n",
+       "      <td>280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$</th>\n",
+       "      <td>1.993333</td>\n",
+       "      <td>0.180081</td>\n",
+       "      <td>2.399994</td>\n",
+       "      <td>1.034288</td>\n",
+       "      <td>0.004686</td>\n",
+       "      <td>0.007756</td>\n",
+       "      <td>0.006561</td>\n",
+       "      <td>0.025006</td>\n",
+       "      <td>280</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$</th>\n",
+       "      <td>1.996270</td>\n",
+       "      <td>0.180049</td>\n",
+       "      <td>2.399824</td>\n",
+       "      <td>1.108667</td>\n",
+       "      <td>0.007746</td>\n",
+       "      <td>0.012744</td>\n",
+       "      <td>0.010886</td>\n",
+       "      <td>0.050877</td>\n",
+       "      <td>103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$</th>\n",
+       "      <td>1.995331</td>\n",
+       "      <td>0.179829</td>\n",
+       "      <td>2.399960</td>\n",
+       "      <td>1.039699</td>\n",
+       "      <td>0.007746</td>\n",
+       "      <td>0.012859</td>\n",
+       "      <td>0.010808</td>\n",
+       "      <td>0.054829</td>\n",
+       "      <td>103</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                                                              $\\alpha$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  1.993136   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  1.993333   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                         1.996270   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                         1.995331   \n",
+       "\n",
+       "                                                                                               $\\beta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  0.180005   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  0.180081   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                         0.180049   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                         0.179829   \n",
+       "\n",
+       "                                                                                              $\\delta$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  2.399957   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  2.399994   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                         2.399824   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                         2.399960   \n",
+       "\n",
+       "                                                                                              $\\gamma$  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$  1.096951   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$  1.034288   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                         1.108667   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                         1.039699   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\alpha$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.004662   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.004686   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                                       0.007746   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                                       0.007746   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\beta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$               0.007736   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$               0.007756   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                                      0.012744   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                                      0.012859   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\delta$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.006568   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.006561   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                                       0.010886   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                                       0.010808   \n",
+       "\n",
+       "                                                                                              $\\mathrm{Std}(\\gamma$)  \\\n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                0.022190   \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                0.025006   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                                       0.050877   \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                                       0.054829   \n",
+       "\n",
+       "                                                                                              Number of Systems  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$                280  \n",
+       "$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$                280  \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_v$                                       103  \n",
+       "Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (103 systems) with $\\sigma_0$                                       103  "
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "full_stats = [np.hstack([case_1.getMeans(), np.sqrt(case_1.getVars())]).T,\n",
+    "              np.hstack([case_2.getMeans(), np.sqrt(case_2.getVars())]).T,\n",
+    "              np.hstack([case_3.getMeans(), np.sqrt(case_3.getVars())]).T,\n",
+    "              np.hstack([case_4.getMeans(), np.sqrt(case_4.getVars())]).T]\n",
+    "full_stats = np.vstack(full_stats)\n",
+    "columns = [r'$\\alpha$', r'$\\beta$', r'$\\delta$', r'$\\gamma$', r'$\\mathrm{Std}(\\alpha$)', r'$\\mathrm{Std}(\\beta$)', r'$\\mathrm{Std}(\\delta$)', r'$\\mathrm{Std}(\\gamma$)']\n",
+    "labels = [r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_v$', \\\n",
+    "          r'$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015) data with $\\sigma_0$', \\\n",
+    "          r'Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_v$', \\\n",
+    "          r'Only $\\mathrm{LaStBeRu\\_cosmo\\_ground}$ (29 systems) with $\\sigma_0$']\n",
+    "\n",
+    "df = pd.DataFrame(full_stats, columns=columns)\n",
+    "# df.insert(0, 'Case', labels)\n",
+    "df.index = labels\n",
+    "df.insert(8, 'Number of Systems', [len(Combined_Data), len(Combined_Data), len(lastberu_cosmo_ground_only), len(lastberu_cosmo_ground_only)])\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "08df5fe2-8558-4792-8459-db97154430db",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "<>:14: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:15: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:14: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "<>:15: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "/tmp/ipykernel_649734/520040714.py:14: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  g.add_legend(legend_labels=[\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015)\", \\\n",
+      "/tmp/ipykernel_649734/520040714.py:15: SyntaxWarning: invalid escape sequence '\\m'\n",
+      "  \"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ only\"], bbox_to_anchor=(0.55, 1.25), legend_loc='upper center', fontsize=14)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 600x450 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "g = plots.get_single_plotter()\n",
+    "g.settings.title_limit_fontsize = 20\n",
+    "g.settings.axes_fontsize = 20\n",
+    "g.settings.axes_labelsize = 20\n",
+    "g.settings.legend_fontsize = 20\n",
+    "g.settings.legend_frame = False\n",
+    "g.settings.figure_legend_frame = False\n",
+    "g.plot_1d([case_2, case_4], \"gamma\", line_args=[{\"ls\": \"-\", \"color\": \"#003f5c\"}, {\"ls\": \"-\", \"color\": \"#ffa600\"}])\n",
+    "g.add_x_bands(case_2.getMeans()[-1], np.sqrt(case_2.getVars()[-1]), alpha1=0.1, alpha2=0.01, color='#003f5c', zorder=2)\n",
+    "g.add_x_marker(case_2.getMeans()[-1], ls='-', color='#003f5c', zorder=5)\n",
+    "g.add_x_bands(case_4.getMeans()[-1], np.sqrt(case_4.getVars()[-1]), alpha1=0.1, alpha2=0.01, color='#ffa600', zorder=1)\n",
+    "g.add_x_marker(case_4.getMeans()[-1], ls='-', color='#ffa600', zorder=4)\n",
+    "g.add_x_marker(1, ls='-', color='#bc5090', zorder=3)\n",
+    "g.add_legend(legend_labels=[\"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$+Chen et al. (2019)+Cao et al. (2015)\", \\\n",
+    "                            \"$\\mathrm{LaStBeRu\\_cosmo\\_ground}$ only\"], bbox_to_anchor=(0.55, 1.25), legend_loc='upper center', fontsize=14)\n",
+    "\n",
+    "# plt.savefig(\n",
+    "#             \"graphics/gamma_combined_lastberu\"\n",
+    "#             + format_figure,\n",
+    "#             dpi=dpi_global,\n",
+    "#             bbox_inches=\"tight\",\n",
+    "#         )\n",
+    "\n",
+    "plt.show()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/modified-gravity-tests/README.md b/notebooks/modified-gravity-tests/README.md
new file mode 100644
index 0000000..3072174
--- /dev/null
+++ b/notebooks/modified-gravity-tests/README.md
@@ -0,0 +1,137 @@
+# Test General Relativity using Strong Lenses
+
+For more information, please check `slcomp` reference paper. In this folder, you'll will find notebooks on how we prepared the data from literature and combine them with data from `LaStBeRu_cosmo_ground` data.
+
+## `01_LaStBeRu_cosmo_ground.csv`
+
+Data obtained exclusively from `slcomp` and matched with SDSS DR17, with visually inspected images from ground. We show below the description for each column in this csv file:
+
+- `JNAME`: object identifier
+- `RA`: right ascention [$^\circ$]
+- `DEC`: declination [$^\circ$]
+- `System_Type`: system type (`slcomp` reference paper)
+- `Lens_Type`: lens type
+- `Source_Type`: source type
+- `theta_E`: Einstein radius [$^{\prime\prime}$]
+- `theta_E_rad`: Einstein radius [$\mathrm{rad}$]
+- `theta_EErr`: Einstein radius error [$^{\prime\prime}$]
+- `theta_EMethod`: method used to obtain Einstein radius
+- `theta_ERef`: where the data came from
+- `z_L`: lens redshift
+- `z_LErr`: lens redshift error
+- `z_LType`: lens redshift type
+- `z_LRef`: where the data came from
+- `z_S`: source redshift
+- `z_SErr`: source redshift error
+- `z_SType`: source redshift type
+- `z_SRef`: where the data came from
+- `velDisp`: velocity dispersion [$\mathrm{km/s}$]
+- `velDispErr`: velocity dispersion error [$\mathrm{km/s}$]
+- `velDispRef`: where the data came from
+- `mag_u`: lens magnitude in u-band
+- `mag_uErr`: lens magnitude error in u-band
+- `mag_uRef`: where the data came from
+- `mag_uS`: source magnitude in u-band
+- `mag_uSRef`: where the data came from
+- `mag_g`: lens magnitude in g-band
+- `mag_gErr`: lens magnitude error in g-band
+- `mag_gRef`: where the data came from
+- `mag_gS`: source magnitude in g-band
+- `mag_gSRef`: where the data came from
+- `mag_r`: lens magnitude in r-band
+- `mag_rErr`: lens magnitude error in r-band
+- `mag_rRef`: where the data came from
+- `mag_rS`: source magnitude in r-band
+- `mag_rSRef`: where the data came from
+- `mag_i`: lens magnitude in i-band
+- `mag_iErr`: lens magnitude error in i-band
+- `mag_iRef`: where the data came from
+- `mag_iS`: source magnitude in i-band
+- `mag_iSRef`: where the data came from
+- `mag_z`: lens magnitude in z-band
+- `mag_zErr`: lens magnitude error in z-band
+- `mag_zRef`: where the data came from
+- `mag_zS`: source magnitude in z-band
+- `mag_zSRef`: where the data came from
+- `mag_F814W`: lens magnitude in f814w filter
+- `mag_F814WErr`: lens magnitude error in f814w filter
+- `mag_F814WRef`: where the data came from
+- `fiberid`: fiber identification from SDSS
+- `mjd`: modified julian date from SDSS
+- `plate`: plate used in the observation
+- `theta_ap`: aparent aperture size [$^{\prime\prime}$]
+- `theta_ap_rad`: aparent aperture size [$\mathrm{rad}$]
+- `seeing20`: observational seeing from SDSS [$^{\prime\prime}$]
+- `seeing20_rad`: observational seeing from SDSS [$\mathrm{rad}$]
+- `seeing50`: observational seeing from SDSS [$^{\prime\prime}$]
+- `seeing50_rad`: observational seeing from SDSS [$\mathrm{rad}$]
+- `seeing80`: observational seeing from SDSS [$^{\prime\prime}$]
+- `seeing80_rad`: observational seeing from SDSS [$\mathrm{rad}$]
+- `devrad_r`: de Vaucouleurs radius in r-band [$^{\prime\prime}$]
+- `exprad_r`: exponential radius in r-band [$^{\prime\prime}$]
+- `petror50_r`: petrosian radius at half-light in r-band [$^{\prime\prime}$]
+- `devrad_r_rad`: de Vaucouleurs radius in r-band [$\mathrm{rad}$]
+- `exprad_r_rad`: exponential radius in r-band [$\mathrm{rad}$]
+- `petror50_r_rad`: petrosian radius at half-light in r-band [$\mathrm{rad}$]
+- `velDisp0_dev`: corrected velocity dispersion assuming de Vaucouleurs effective radius [$\mathrm{km/s}$]
+- `velDisp0Err_dev`: corrected velocity dispersion error assuming de Vaucouleurs effective radius [$\mathrm{km/s}$]
+- `velDisp0_exp`: corrected velocity dispersion assuming exponential effective radius [$\mathrm{km/s}$]
+- `velDisp0Err_exp`: corrected velocity dispersion error assuming exponential effective radius [$\mathrm{km/s}$]
+- `velDisp0_petro`: corrected velocity dispersion assuming petrosian effective radius [$\mathrm{km/s}$]
+- `velDisp0Err_petro`: corrected velocity dispersion error assuming petrosian effective radius [$\mathrm{km/s}$]
+
+## `03_Cao_et_al._(2015)_Data.csv`
+
+Modified data from [Cao et al. (2015)](https://iopscience.iop.org/article/10.1088/0004-637X/806/2/185). We added/modified the following columns:
+
+- `JNAME`: identifier used in `slcomp`
+- `in_cao_2017`: flag to indificate if the data was used in [Cao et al. (2017)](https://iopscience.iop.org/article/10.3847/1538-4357/835/1/92). `True` means they used this system data
+- `in_lastberu_cosmo_ground`: system also found in `LaStBeRu_cosmo_ground` data
+- `Cao_velDisp0`: corrected velocity dispersion using expression from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902). The different between the data from this paper was only the index, and we followed the latest work
+- `Cao_velDisp0Err`: corrected velocity dispersion error using Eq. (20) from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902)
+- `Cao_Seeing_atm`: observational seeing from [Cao et al. (2016)](https://doi.org/10.1093/mnras/stw932)
+- `*_rad`: columns with converted values to radians
+
+## `03_Chen_et_al._(2019)_Data.csv`
+
+Modified data from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902). We added/modified the following columns:
+
+- `JNAME`: identifier used in `slcomp`
+- `in_liu_2022`: flat to indicate ifthe data was used in [Liu et al. (2022)](https://iopscience.iop.org/article/10.3847/1538-4357/ac4c3b)
+- `in_lastberu_cosmo_ground`: system also found in `LaStBeRu_cosmo_ground` data
+- `Chen_velDisp0`: corrected velocity dispersion using expression from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902).
+- `Chen_velDisp0Err`: corrected velocity dispersion error using Eq. (20) from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902)
+- `Chen_Seeing_atm`: observational seeing from [Cao et al. (2016)](https://doi.org/10.1093/mnras/stw932)
+- `*_rad`: columns with converted values to radians
+
+## `05_Combined_Data.csv`
+
+Combination of all systems used in the previous dataframes we presented assuming the following priority:
+
+1. `LaStBeRu_cosmo_ground`
+2. `Chen et al. (2019)`
+3. `Cao et al. (2015)`
+
+The image bellow shows the intersection between all three datasets:
+
+![combination](./graphics/venn.png "Combined Data")
+
+- `JNAME`: object identifier
+- `Original_ID`: object identifier (from source)
+- `z_L`: lens redshift
+- `z_S`: source redshift
+- `velDisp`: velocity dispersion [$\mathrm{km/s}$]
+- `velDispErr`: velocity dispersion error [$\mathrm{km/s}$]
+- `velDisp0`: corrected velocity dispersion [$\mathrm{km/s}$]
+- `velDisp0Err`: corrected velocity dispersion error [$\mathrm{km/s}$]
+- `theta_E`: Einstein radius [$^{\prime\prime}$]
+- `theta_ap`: aparent aperture size [$^{\prime\prime}$]
+- `theta_Eff`: effective radius
+- `Seeing`: observational seeing
+- `*_rad`: columns with converted values to radians
+- `Reference`: where this data came from
+- `in_cao_2015`: data from [Cao et al. (2015)](https://iopscience.iop.org/article/10.1088/0004-637X/806/2/185)
+- `in_cao_2017`: data used in [Cao et al. (2017)](https://iopscience.iop.org/article/10.3847/1538-4357/835/1/92)
+- `in_chen_2019`: data from [Chen et al. (2019)](https://doi.org/10.1093/mnras/stz1902)
+- `in_liu_2022`: data used in [Liu et al. (2022)](https://iopscience.iop.org/article/10.3847/1538-4357/ac4c3b)
+- `in_lastberu_cosmo_ground`: data in `LaStBeRu_cosmo_ground`
\ No newline at end of file
diff --git a/notebooks/modified-gravity-tests/data/Skyserver_SQL7_13_2022 2_43_17 PM.csv b/notebooks/modified-gravity-tests/data/Skyserver_SQL7_13_2022 2_43_17 PM.csv
new file mode 100644
index 0000000..a1ca255
--- /dev/null
+++ b/notebooks/modified-gravity-tests/data/Skyserver_SQL7_13_2022 2_43_17 PM.csv	
@@ -0,0 +1,6837 @@
+#Table1
+plate,mjd,isPrimary,seeing20,seeing50,seeing80
+266,51602,0,3.9325,4.0675,4.1525
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+269,51910,1,0,0,0
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+296,51578,0,0,0,0
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diff --git a/notebooks/modified-gravity-tests/data/cao_et_al.(2015).csv b/notebooks/modified-gravity-tests/data/cao_et_al.(2015).csv
new file mode 100644
index 0000000..da841b6
--- /dev/null
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+MG 2016,1.004,3.263,328,32,1.56,LSD,0.65,0.31,347,34
+J0212-0555,0.75,2.74,273,22,1.27,SL2S,0.9,1.22,277,22
+J0213-0743,0.717,3.48,293,34,2.39,SL2S,1,1.97,293,34
+J0214-0405,0.609,1.88,287,47,1.41,SL2S,1,1.21,293,48
+J0217-0513,0.646,1.847,239,27,1.27,SL2S,1.5,0.73,253,29
+J0219-0829,0.389,2.15,289,23,1.3,SL2S,1,0.95,298,24
+J0223-0534,0.499,1.44,288,28,1.22,SL2S,1,1.31,293,28
+J0225-0454,0.238,1.199,234,21,1.76,SL2S,1,2.12,233,21
+J0226-0420,0.494,1.232,263,24,1.19,SL2S,1,0.84,272,25
+J0232-0408,0.352,2.34,281,26,1.04,SL2S,1,1.14,287,27
+J0848-0351,0.682,1.55,197,21,0.85,SL2S,0.9,0.45,208,22
+J0849-0412,0.722,1.54,320,24,1.1,SL2S,0.9,0.46,338,25
+J0849-0251,0.274,2.09,276,35,1.16,SL2S,0.9,1.34,279,35
+J0850-0347,0.337,3.25,290,24,0.93,SL2S,0.7,0.28,309,26
+J0855-0147,0.365,3.39,222,25,1.03,SL2S,0.7,0.69,228,26
+J0855-0409,0.419,2.95,281,22,1.36,SL2S,0.7,1.13,283,22
+J0904-0059,0.611,2.36,183,21,1.4,SL2S,0.9,2,182,21
+J0959+0206,0.552,3.35,188,22,0.74,SL2S,0.9,0.46,199,23
+J1359+5535,0.783,2.77,228,29,1.14,SL2S,1,1.13,233,30
+J1404+5200,0.456,1.59,342,20,2.55,SL2S,1,2.03,342,20
+J1405+5243,0.526,3.01,284,21,1.51,SL2S,1,0.83,294,22
+J1406+5226,0.716,1.47,253,19,0.94,SL2S,1,0.8,262,20
+J1411+5651,0.322,1.42,214,23,0.93,SL2S,1,0.85,221,24
+J1420+5258,0.38,0.99,246,23,0.96,SL2S,1,1.11,252,24
+J1420+5630,0.483,3.12,228,19,1.4,SL2S,1,1.62,230,19
+J2203+0205,0.4,2.15,213,21,1.95,SL2S,1,0.99,219,22
+J2205+0147,0.476,2.53,317,30,1.66,SL2S,0.9,0.66,330,31
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+J2219-0017,0.289,1.02,189,20,0.52,SL2S,0.7,1.01,191,20
+J2220+0106,0.232,1.07,127,15,2.16,SL2S,1,0.8,132,16
+J2221+0115,0.325,2.35,222,23,1.4,SL2S,1,1.12,227,24
+J2222+0012,0.436,1.36,221,22,1.44,SL2S,1,1.56,223,22
\ No newline at end of file
diff --git a/notebooks/modified-gravity-tests/data/chen.csv b/notebooks/modified-gravity-tests/data/chen.csv
new file mode 100644
index 0000000..fa93742
--- /dev/null
+++ b/notebooks/modified-gravity-tests/data/chen.csv
@@ -0,0 +1,162 @@
+name,z_L,z_S,theta_E,theta_ap,velDisp,velDispErr,Survey,sigma_atm,theta_eff
+MG2016+112,1.004,3.263,1.56,0.65,304,27,LSD,0.8,0.31
+0047-281,0.485,3.595,1.34,0.41,219,12,LSD,0.70,0.82
+CFRS03.1077,0.938,2.941,1.24,0.46,256,19,LSD,0.8,1.60
+HST14176+5226,0.810,3.399,1.41,0.37,212,18,LSD,0.75,1.06
+HST15433+5352,0.497,2.092,0.36,0.35,108,14,LSD,0.6,0.41
+SL2SJ020524-93023,0.557,1.330,0.76,0.69,276,37,SL2S,0.7,0.75
+SL2SJ021247-055552,0.750,2.740,1.27,0.69,273,22,SL2S,0.95,1.22
+SL2SJ021325-074355,0.717,3.480,2.39,0.75,293,34,SL2S,0.60,1.97
+SL2SJ021411-040502,0.609,1.880,1.41,0.79,287,47,SL2S,0.70,1.21
+SL2SJ021737-051329,0.646,1.850,1.27,0.92,239,27,SL2S,0.60,0.73
+SL2SJ021801-080247,0.884,2.060,1.00,0.69,246,48,SL2S,0.7,1.02
+SL2SJ021902-082934,0.389,2.150,1.30,0.75,289,23,SL2S,0.70,0.95
+SL2SJ022046-094927,0.572,2.610,1.00,0.80,254,29,SL2S,0.7,0.53
+SL2SJ022511-045433,0.238,1.200,1.76,0.52,234,21,SL2S,0.70,2.12
+SL2SJ022610-042011,0.494,1.230,1.19,0.74,263,24,SL2S,0.60,0.84
+SL2SJ023251-040823,0.352,2.340,1.04,0.75,281,26,SL2S,0.70,1.14
+SL2SJ084847-035103,0.682,1.550,0.85,0.69,197,21,SL2S,0.7,0.45
+SL2SJ084909-041226,0.722,1.540,1.10,0.69,320,24,SL2S,0.7,0.46
+SL2SJ084959-025142,0.274,2.090,1.16,0.69,276,35,SL2S,0.80,1.34
+SL2SJ085540-014730,0.365,3.390,1.03,0.62,222,25,SL2S,0.70,0.69
+SL2SJ090407-005952,0.611,2.360,1.40,0.69,183,21,SL2S,0.7,2.00
+SL2SJ095921+020638,0.552,3.350,0.74,0.69,188,22,SL2S,0.7,0.46
+SL2SJ135949+553550,0.783,2.770,1.14,0.74,228,29,SL2S,0.80,1.13
+SL2SJ140454+520024,0.456,1.590,2.55,0.74,342,20,SL2S,0.7,2.03
+SL2SJ140546+524311,0.526,3.010,1.51,0.74,284,21,SL2S,0.65,0.83
+SL2SJ140650+522619,0.716,1.470,0.94,0.74,253,19,SL2S,0.90,0.80
+SL2SJ141137+565119,0.322,1.420,0.93,0.74,214,23,SL2S,1.30,0.85
+SL2SJ142059+563007,0.483,3.120,1.40,0.74,228,19,SL2S,1.00,1.62
+SL2SJ220329+020518,0.400,2.150,1.95,0.74,213,21,SL2S,0.90,0.99
+SL2SJ220506+014703,0.476,2.530,1.66,0.69,317,30,SL2S,0.7,0.66
+SL2SJ222148+011542,0.325,2.350,1.40,0.79,222,23,SL2S,0.96,1.12
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+SDSSJ0029-0055,0.227,0.931,0.96,1.5,229,18,SLACS,1.4,2.16
+SDSSJ0037-0942,0.195,0.632,1.53,1.5,279,10,SLACS,1.4,2.19
+SDSSJ0044+0113,0.120,0.197,0.79,1.5,266,13,SLACS,1.4,2.61
+SDSSJ0109+1500,0.294,0.525,0.69,1.5,251,19,SLACS,1.4,1.38
+SDSSJ0157-0056,0.513,0.924,0.79,1.5,295,47,SLACS,1.4,1.06
+SDSSJ0216-0813,0.332,0.523,1.16,1.5,333,23,SLACS,1.4,2.67
+SDSSJ0252+0039,0.280,0.982,1.04,1.5,164,12,SLACS,1.4,1.39
+SDSSJ0330-0020,0.351,1.071,1.10,1.5,212,21,SLACS,1.4,1.20
+SDSSJ0405-0455,0.075,0.810,0.80,1.5,160,7,SLACS,1.4,1.36
+SDSSJ0728+3835,0.206,0.688,1.25,1.5,214,11,SLACS,1.4,1.78
+SDSSJ0737+3216,0.322,0.581,1.00,1.5,338,16,SLACS,1.4,2.82
+SDSSJ0822+2652,0.241,0.594,1.17,1.5,259,15,SLACS,1.4,1.82
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+SDSSJ1250+0523,0.232,0.795,1.13,1.5,252,14,SLACS,1.4,1.81
+SDSSJ1402+6321,0.205,0.481,1.35,1.5,267,17,SLACS,1.4,2.70
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+SDSSJ1420+6019,0.063,0.535,1.04,1.5,205,4,SLACS,1.4,2.06
+SDSSJ1430+4105,0.285,0.575,1.52,1.5,322,32,SLACS,1.4,2.55
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+SDSSJ2238-0754,0.137,0.713,1.27,1.5,198,11,SLACS,1.4,2.33
+SDSSJ2300+0022,0.228,0.463,1.24,1.5,279,17,SLACS,1.4,1.83
+SDSSJ2303+1422,0.155,0.517,1.62,1.5,255,16,SLACS,1.4,3.28
+SDSSJ2321-0939,0.082,0.532,1.60,1.5,249,8,SLACS,1.4,4.11
+SDSSJ2341+0000,0.186,0.807,1.44,1.5,207,13,SLACS,1.4,3.15
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+SDSSJ0159-0006,0.1584,0.7477,0.92,1.5,216,18,S4TM,1.4,1.58
+SDSSJ0324+0045,0.3210,0.9199,0.55,1.5,183,19,S4TM,1.4,1.67
+SDSSJ0324-0110,0.4456,0.6239,0.63,1.5,310,38,S4TM,1.4,2.23
+SDSSJ0753+3416,0.1371,0.9628,1.23,1.5,208,12,S4TM,1.4,1.89
+SDSSJ0754+1927,0.1534,0.7401,1.04,1.5,193,16,S4TM,1.4,1.46
+SDSSJ0757+1956,0.1206,0.8326,1.62,1.5,206,11,S4TM,1.4,3.67
+SDSSJ0826+5630,0.1318,1.2907,1.01,1.5,163,8,S4TM,1.4,1.64
+SDSSJ0847+2348,0.1551,0.5327,0.96,1.5,199,16,S4TM,1.4,1.54
+SDSSJ0851+0505,0.1276,0.6371,0.91,1.5,175,11,S4TM,1.4,1.35
+SDSSJ0920+3028,0.2881,0.3918,0.70,1.5,297,17,S4TM,1.4,4.25
+SDSSJ0955+3014,0.3214,0.4671,0.54,1.5,271,33,S4TM,1.4,2.95
+SDSSJ0956+5539,0.1959,0.8483,1.17,1.5,188,11,S4TM,1.4,1.96
+SDSSJ1010+3124,0.1668,0.4245,1.14,1.5,221,11,S4TM,1.4,3.26
+SDSSJ1041+0112,0.1006,0.2172,0.60,1.5,200,7,S4TM,1.4,2.50
+SDSSJ1048+1313,0.1330,0.6679,1.18,1.5,195,10,S4TM,1.4,1.90
+SDSSJ1051+4439,0.1634,0.5380,0.99,1.5,216,16,S4TM,1.4,1.66
+SDSSJ1056+4141,0.1343,0.8318,0.72,1.5,157,10,S4TM,1.4,1.81
+SDSSJ1101+1523,0.1780,0.5169,1.18,1.5,270,15,S4TM,1.4,0.89
+SDSSJ1116+0729,0.1697,0.6860,0.82,1.5,190,11,S4TM,1.4,2.44
+SDSSJ1127+2312,0.1303,0.3610,1.25,1.5,230,9,S4TM,1.4,2.69
+SDSSJ1137+1818,0.1241,0.4627,1.29,1.5,222,8,S4TM,1.4,1.79
+SDSSJ1142+2509,0.1640,0.6595,0.79,1.5,159,10,S4TM,1.4,1.51
+SDSSJ1144+0436,0.1036,0.2551,0.76,1.5,207,14,S4TM,1.4,1.22
+SDSSJ1213+2930,0.0906,0.5954,1.35,1.5,232,7,S4TM,1.4,1.73
+SDSSJ1301+0834,0.0902,0.5331,1.00,1.5,178,8,S4TM,1.4,1.25
+SDSSJ1330+1750,0.2074,0.3717,1.01,1.5,250,12,S4TM,1.4,2.85
+SDSSJ1403+3309,0.0625,0.7720,1.02,1.5,190,6,S4TM,1.4,2.00
+SDSSJ1430+6104,0.1688,0.6537,1.00,1.5,180,15,S4TM,1.4,2.24
+SDSSJ1433+2835,0.0912,0.4115,1.53,1.5,230,6,S4TM,1.4,3.23
+SDSSJ1541+3642,0.1406,0.7389,1.17,1.5,194,11,S4TM,1.4,1.55
+SDSSJ1543+2202,0.2681,0.3966,0.78,1.5,285,16,S4TM,1.4,2.32
+SDSSJ1550+2020,0.1351,0.3501,1.01,1.5,243,9,S4TM,1.4,1.68
+SDSSJ1553+3004,0.1604,0.5663,0.84,1.5,194,15,S4TM,1.4,2.15
+SDSSJ1607+2147,0.2089,0.4865,0.57,1.5,197,16,S4TM,1.4,2.63
+SDSSJ1633+1441,0.1281,0.5804,1.39,1.5,231,9,S4TM,1.4,2.39
+SDSSJ2309-0039,0.2905,1.0048,1.14,1.5,184,13,S4TM,1.4,2.08
+SDSSJ2324+0105,0.1899,0.2775,0.59,1.5,245,15,S4TM,1.4,1.10
+SDSSJ0801+4727,0.483,1.518,0.49,1,98,24,BELLS,1.8,0.50
+SDSSJ1234-0241,0.490,1.016,0.53,1,122,31,BELLS,1.8,1.05
+SDSSJ1352+3216,0.463,1.034,1.82,1,161,21,BELLS,1.8,0.58
+SDSSJ1159-0007,0.579,1.346,0.68,1,165,41,BELLS,1.8,0.96
+SDSSJ1318-0104,0.659,1.396,0.68,1,177,27,BELLS,1.8,0.69
+SDSSJ1349+3612,0.440,0.893,0.75,1,178,18,BELLS,1.8,1.89
+SDSSJ1221+3806,0.535,1.284,0.70,1,187,48,BELLS,1.8,0.47
+SDSSJ0944-0147,0.539,1.179,0.73,1,204,34,BELLS,1.8,0.48
+SDSSJ1601+2138,0.544,1.446,0.86,1,207,36,BELLS,1.8,0.44
+SDSSJ1542+1629,0.352,1.023,1.04,1,210,16,BELLS,1.8,0.73
+SDSSJ0151+0049,0.517,1.364,0.68,1,219,39,BELLS,1.8,0.67
+SDSSJ1337+3620,0.564,1.182,1.39,1,225,35,BELLS,1.8,2.03
+SDSSJ2125+0411,0.363,0.978,1.20,1,247,17,BELLS,1.8,0.90
+SDSSJ1545+2748,0.522,1.289,1.21,1,250,37,BELLS,1.8,2.59
+SDSSJ1215+0047,0.642,1.297,1.37,1,262,45,BELLS,1.8,0.65
+SDSSJ0830+5116,0.530,1.332,1.14,1,268,36,BELLS,1.8,0.97
+SDSSJ1631+1854,0.408,1.086,1.63,1,272,14,BELLS,1.8,1.43
+SDSSJ2303+0037,0.458,0.936,1.02,1,274,31,BELLS,1.8,1.35
+SDSSJ0747+4448,0.437,0.897,0.61,1,281,52,BELLS,1.8,0.92
+SDSSJ2122+0409,0.626,1.452,1.58,1,324,56,BELLS,1.8,0.90
+SDSSJ0747+5055,0.438,0.898,0.75,1,328,60,BELLS,1.8,1.09
+SDSSJ0029+2544,0.5869,2.4504,1.34,1,241,45,BELLS GALLERY,1.8,0.49
+SDSSJ0201+3228,0.3957,2.8209,1.70,1,256,20,BELLS GALLERY,1.8,2.32
+SDSSJ0237-0641,0.4859,2.2491,0.65,1,290,89,BELLS GALLERY,1.8,1.05
+SDSSJ0742+3341,0.4936,2.3633,1.22,1,218,28,BELLS GALLERY,1.8,0.89
+SDSSJ0755+3445,0.7224,2.6347,2.05,1,272,52,BELLS GALLERY,1.8,2.89
+SDSSJ0856+2010,0.5074,2.2335,0.98,1,334,54,BELLS GALLERY,1.8,0.51
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\ No newline at end of file
diff --git a/notebooks/modified-gravity-tests/data/chen_et_al.(2019).csv b/notebooks/modified-gravity-tests/data/chen_et_al.(2019).csv
new file mode 100644
index 0000000..ab3370b
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diff --git a/notebooks/modified-gravity-tests/images/20_asec_best/scores.csv b/notebooks/modified-gravity-tests/images/20_asec_best/scores.csv
new file mode 100644
index 0000000..e0aa79e
--- /dev/null
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diff --git a/notebooks/modified-gravity-tests/images/20_asec_full/scores.csv b/notebooks/modified-gravity-tests/images/20_asec_full/scores.csv
new file mode 100644
index 0000000..3b4564a
--- /dev/null
+++ b/notebooks/modified-gravity-tests/images/20_asec_full/scores.csv
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diff --git a/notebooks/modified-gravity-tests/images/20_asec_full_re_check/scores.csv b/notebooks/modified-gravity-tests/images/20_asec_full_re_check/scores.csv
new file mode 100644
index 0000000..8ca59d8
--- /dev/null
+++ b/notebooks/modified-gravity-tests/images/20_asec_full_re_check/scores.csv
@@ -0,0 +1,31 @@
+username,image,score
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diff --git a/notebooks/modified-gravity-tests/rings2cosmo.py b/notebooks/modified-gravity-tests/rings2cosmo.py
new file mode 100644
index 0000000..7a64e19
--- /dev/null
+++ b/notebooks/modified-gravity-tests/rings2cosmo.py
@@ -0,0 +1,462 @@
+import emcee
+import numpy as np
+import scipy as sp
+
+from scipy.optimize import minimize
+from astropy import constants as const
+from astropy import units as u
+from astropy.cosmology import FlatLambdaCDM
+from multiprocessing import Pool
+
+# Cosmology used:
+# From Wikipedia (https://en.wikipedia.org/wiki/Lambda-CDM_model)
+cosmo = FlatLambdaCDM(H0=67.74, Om0=0.3089)
+
+# Physical constants:
+c = (const.c).to(u.km / u.second)
+clight = c.value
+
+
+def ratio_gamma(x):
+    """Eq. (15) from arXiv:0907.4992v2
+
+    Args:
+        x (float): parameter
+
+    Returns:
+        float: ratio of gamma funcions.
+    """
+    return sp.special.gamma((x - 1) / 2) / sp.special.gamma(x / 2)
+
+
+def vel(z_S, z_L, theta_E, seeing_atm, theta_ap, alpha, beta, delta, gamma):
+    """Eq. (23) from arXiv:0907.4992v2
+
+    Args:
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+        alpha (float): power-law matter density profile index
+        beta (float): anisotropy parameter
+        delta (float): luminosity density profile index
+        gamma (float): splip parameter
+
+
+    Returns:
+        float: analytic model for velocity dispersion.
+    """
+
+    # Angular diameter distances:
+    DS = cosmo.angular_diameter_distance(z_S)
+    DL = cosmo.angular_diameter_distance(z_L)
+    DLS = cosmo.angular_diameter_distance_z1z2(z_L, z_S)
+
+    # \chi
+    chi = theta_ap / seeing_atm
+
+    # \chi^tilde
+    tilde_sigma = seeing_atm * np.sqrt(1 + (chi**2) / 4 + (chi**4) / 40)  # Eq. (20)
+
+    ksi = delta + alpha - 2
+
+    term_1 = (2 / (1 + gamma)) * (clight**2 / 4) * (DS / DLS) * theta_E
+    term_2 = (2 / np.sqrt(np.pi)) * (
+        (2 * ((tilde_sigma / theta_E) ** 2)) ** (1 - alpha / 2) / (ksi - 2 * beta)
+    )
+    term_3 = (ratio_gamma(ksi) - beta * ratio_gamma(ksi + 2)) / (
+        ratio_gamma(alpha) * ratio_gamma(delta)
+    )
+    term_4 = sp.special.gamma((3 - ksi) / 2) / sp.special.gamma((3 - delta) / 2)
+
+    sigma_star = term_1 * term_2 * term_3 * term_4
+
+    return np.sqrt(np.abs(sigma_star))
+
+
+# Goodness of fit of a statistical model
+
+
+def log_likelihood(theta, z_S, z_L, velDisp, velDispErr, theta_E, seeing_atm, theta_ap):
+    """log(Eq. (25)) from arXiv:0907.4992v2
+
+    Args:
+        theta (list): list of parameters [alpha, beta, delta, gamma]
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        velDisp (float): velocity dispersion
+        velDispErr (float): velocity dispersion error (std. dev.)
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+
+    Returns:
+        float: Log-likehood function given model for velocity dispersion and the one measured.
+    """
+    alpha, beta, delta, gamma = theta
+    model = vel(z_S, z_L, theta_E, seeing_atm, theta_ap, alpha, beta, delta, gamma)
+    return -0.5 * np.sum(
+        (velDisp - model) ** 2 / (velDispErr**2) + np.log(2 * np.pi * velDispErr**2)
+    )
+
+
+def log_prior(theta, alpha_0, eps_alpha_0, beta_0, eps_beta_0, delta_0, eps_delta_0):
+    """Gaussian priors
+
+    Args:
+        theta (list): list of parameters [alpha, beta, delta, gamma]
+        alpha_0 (float): expected value for alpha
+        eps_alpha_0 (float): variance of alpha
+        beta_0 (float): expected value for beta
+        eps_beta_0 (float): variance of beta
+        delta_0 (float): expected value for delta
+        eps_delta_0 (float): variance of delta
+
+    Returns:
+        float: Sum of log of priors for alpha, beta, and delta.
+    """
+    alpha, beta, delta, gamma = theta
+    n_sigma = 200
+    if (
+        (
+            alpha_0[0] - n_sigma * eps_alpha_0[0]
+            < alpha
+            < alpha_0[0] + n_sigma * eps_alpha_0[0]
+        )
+        and (
+            beta_0[0] - n_sigma * eps_beta_0[0]
+            < beta
+            < beta_0[0] + n_sigma * eps_beta_0[0]
+        )
+        and (
+            delta_0[0] - n_sigma * eps_delta_0[0]
+            < delta
+            < delta_0[0] + n_sigma * eps_delta_0[0]
+        )
+    ):
+        log_prior_alpha = -0.5 * np.sum(
+            (alpha - alpha_0) ** 2 / eps_alpha_0**2
+            + np.log(2 * np.pi * eps_alpha_0**2)
+        )
+        log_prior_beta = -0.5 * np.sum(
+            (beta - beta_0) ** 2 / eps_beta_0**2 + np.log(2 * np.pi * eps_beta_0**2)
+        )
+        log_prior_delta = -0.5 * np.sum(
+            (delta - delta_0) ** 2 / eps_delta_0**2
+            + np.log(2 * np.pi * eps_delta_0**2)
+        )
+        return log_prior_alpha + log_prior_beta + log_prior_delta
+    else:
+        return -np.inf
+
+
+def log_probability(
+    theta,
+    z_S,
+    z_L,
+    velDisp,
+    velDispErr,
+    theta_E,
+    seeing_atm,
+    theta_ap,
+    alpha_0,
+    eps_alpha_0,
+    beta_0,
+    eps_beta_0,
+    delta_0,
+    eps_delta_0,
+):
+    """Log of probability of interest
+
+    Args:
+        theta (list): list of parameters [alpha, beta, delta, gamma]
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        velDisp (float): velocity dispersion
+        velDispErr (float): velocity dispersion error (std. dev.)
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+        alpha_0 (float): expected value for alpha
+        eps_alpha_0 (float): variance of alpha
+        beta_0 (float): expected value for beta
+        eps_beta_0 (float): variance of beta
+        delta_0 (float): expected value for delta
+        eps_delta_0 (float): variance of delta
+
+    Returns:
+        float: Eq. (27) from arXiv:0907.4992v2
+    """
+    lp = log_prior(
+        theta, alpha_0, eps_alpha_0, beta_0, eps_beta_0, delta_0, eps_delta_0
+    )
+    if not np.isfinite(lp):
+        return -np.inf
+    else:
+        return lp + log_likelihood(
+            theta, z_S, z_L, velDisp, velDispErr, theta_E, seeing_atm, theta_ap
+        )
+
+
+# Minimizations and sampling methods
+
+
+def minimization_loglikelihood(
+    z_S,
+    z_L,
+    velDisp,
+    velDispErr,
+    theta_E,
+    seeing_atm,
+    theta_ap,
+    seed=42,
+    alpha_ini=2.0,
+    beta_ini=0.18,
+    delta_ini=2.4,
+    gamma_ini=1.0,
+):
+    """Maximization of Likehood function
+
+    Args:
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        velDisp (float): velocity dispersion
+        velDispErr (float): velocity dispersion error (std. dev.)
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+        seed (float): random seed for reproducibility purposes. Default: 42.
+        alpha_ini (float, optional): Initial guess for alpha. Default: 2.0.
+        beta_ini (float, optional): Initial guess for beta. Default: 0.18.
+        delta_ini (float, optional): Initial guess for delta. Default: 2.4.
+        gamma_ini (float, optional): Initial guess for gamma. Default: 1.0.
+
+    Returns:
+        list: list of alpha, beta, delta, and gamma obtained from minimization of likelihood function.
+    """
+    np.random.seed(seed)
+    nll = lambda *args: -log_likelihood(*args)
+
+    initial = np.array(
+        [alpha_ini, beta_ini, delta_ini, gamma_ini]
+    ) + 1e-5 * np.random.randn(4)
+
+    soln = minimize(
+        nll,
+        initial,
+        args=(
+            z_S,
+            z_L,
+            velDisp,
+            velDispErr,
+            theta_E,
+            seeing_atm,
+            theta_ap,
+        ),
+    )  # , method='Nelder-Mead', tol=1e-10)
+
+    alpha_ml, beta_ml, delta_ml, gamma_ml = soln.x
+    return alpha_ml, beta_ml, delta_ml, gamma_ml
+
+
+def minimization_logprobability(
+    z_S,
+    z_L,
+    velDisp,
+    velDispErr,
+    theta_E,
+    seeing_atm,
+    theta_ap,
+    seed=42,
+    alpha_ini=2.0,
+    beta_ini=0.18,
+    delta_ini=2.4,
+    gamma_ini=1.0,
+    alpha_0_value=2.0,
+    eps_alpha_0_value=0.08,
+    beta_0_value=0.18,
+    eps_beta_0_value=0.13,
+    delta_0_value=2.4,
+    eps_delta_0_value=0.11,
+):
+    """Maximization of Log Probability function
+
+    Args:
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        velDisp (float): velocity dispersion
+        velDispErr (float): velocity dispersion error (std. dev.)
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+        seed (float): random seed for reproducibility purposes.
+        alpha_ini (float, optional): Initial guess for alpha. Defaults to 2.0.
+        beta_ini (float, optional): Initial guess for beta. Defaults to 0.18.
+        delta_ini (float, optional): Initial guess for delta. Defaults to 2.4.
+        gamma_ini (float, optional): Initial guess for gamma. Defaults to 1.0.
+        alpha_0_value (float, optional): expected value for alpha. Defaults to 2.0.
+        eps_alpha_0_value (float, optional): variance for alpha. Defaults to 0.08.
+        beta_0_value (float, optional): expected value for beta. Defaults to 0.18.
+        eps_beta_0_value (float, optional): variance for beta. Defaults to 0.13.
+        delta_0_value (float, optional): expected value for delta. Defaults to 2.4.
+        eps_delta_0_value (float, optional): variance for delta. Defaults to 0.11.
+
+    Returns:
+        list: list of alpha, beta, delta, and gamma obtained from minimization of log-probability function.
+    """
+    alpha_0 = np.repeat(alpha_0_value, len(z_S))
+    eps_alpha_0 = np.repeat(eps_alpha_0_value, len(z_S))
+
+    beta_0 = np.repeat(beta_0_value, len(z_S))
+    eps_beta_0 = np.repeat(eps_beta_0_value, len(z_S))
+
+    delta_0 = np.repeat(delta_0_value, len(z_S))
+    eps_delta_0 = np.repeat(eps_delta_0_value, len(z_S))
+
+    np.random.seed(seed)
+    nll_2 = lambda *args: -log_probability(*args)
+    initial = np.array(
+        [alpha_ini, beta_ini, delta_ini, gamma_ini]
+    ) + 1e-5 * np.random.randn(4)
+
+    soln_2 = minimize(
+        nll_2,
+        initial,
+        args=(
+            z_S,
+            z_L,
+            velDisp,
+            velDispErr,
+            theta_E,
+            seeing_atm,
+            theta_ap,
+            alpha_0,
+            eps_alpha_0,
+            beta_0,
+            eps_beta_0,
+            delta_0,
+            eps_delta_0,
+        ),
+    )  # , method='Nelder-Mead', tol=1e-10)
+    alpha_ml2, beta_ml2, delta_ml2, gamma_ml2 = soln_2.x
+
+    return float(alpha_ml2), float(beta_ml2), float(delta_ml2), float(gamma_ml2)
+
+
+def logprobability_sampling(
+    z_S,
+    z_L,
+    velDisp,
+    velDispErr,
+    theta_E,
+    seeing_atm,
+    theta_ap,
+    seed=42,
+    alpha_ini=2.0,
+    beta_ini=0.18,
+    delta_ini=2.4,
+    gamma_ini=1.0,
+    alpha_0_value=2.0,
+    eps_alpha_0_value=0.08,
+    beta_0_value=0.18,
+    eps_beta_0_value=0.13,
+    delta_0_value=2.4,
+    eps_delta_0_value=0.11,
+    n_dim=4,
+    n_walkers=64,
+    n_burn=500,
+    n_steps=10000,
+    progress=True,
+    processes=1,
+):
+    """Sampling logprobability function with emcee
+
+    Args:
+        z_S (float): source redshift
+        z_L (float): lens redshift
+        velDisp (float): velocity dispersion
+        velDispErr (float): velocity dispersion error (std. dev.)
+        theta_E (float): Einstein radius (in radians)
+        seeing_atm (float): Atmospheric seeing (in radians)
+        theta_ap (float): Aperture size (in radians)
+        seed (float): random seed for reproducibility purposes.
+        alpha_ini (float, optional): Initial guess for alpha. Defaults to 2.0.
+        beta_ini (float, optional): Initial guess for beta. Defaults to 0.18.
+        delta_ini (float, optional): Initial guess for delta. Defaults to 2.4.
+        gamma_ini (float, optional): Initial guess for gamma. Defaults to 1.0.
+        alpha_0_value (float, optional): expected value for alpha. Defaults to 2.0.
+        eps_alpha_0_value (float, optional): variance for alpha. Defaults to 0.08.
+        beta_0_value (float, optional): expected value for beta. Defaults to 0.18.
+        eps_beta_0_value (float, optional): variance for beta. Defaults to 0.13.
+        delta_0_value (float, optional): expected value for delta. Defaults to 2.4.
+        eps_delta_0_value (float, optional): variance for delta. Defaults to 0.11.
+        n_dim (int, optional): number of parameters in the model (r and p). Defaults to 4.
+        n_walkers (int, optional): number of MCMC walkers. Defaults to 64.
+        n_burn (int, optional): "burn-in" period to let chains stabilize. Defaults to 500.
+        n_steps (int, optional): number of MCMC steps to take after burn-in. Defaults to 10000.
+        progress (bool, optional): Show progress bar. Defaults to True.
+        processes (int, optional): Number of processes in parallel. Defaults to 1.
+    """
+    alpha_0 = np.repeat(alpha_0_value, len(z_S))
+    eps_alpha_0 = np.repeat(eps_alpha_0_value, len(z_S))
+
+    beta_0 = np.repeat(beta_0_value, len(z_S))
+    eps_beta_0 = np.repeat(eps_beta_0_value, len(z_S))
+
+    delta_0 = np.repeat(delta_0_value, len(z_S))
+    eps_delta_0 = np.repeat(eps_delta_0_value, len(z_S))
+
+    with Pool(processes=processes) as pool:
+        sampler = emcee.EnsembleSampler(
+            n_walkers,
+            n_dim,
+            log_probability,
+            args=(
+                z_S,
+                z_L,
+                velDisp,
+                velDispErr,
+                theta_E,
+                seeing_atm,
+                theta_ap,
+                alpha_0,
+                eps_alpha_0,
+                beta_0,
+                eps_beta_0,
+                delta_0,
+                eps_delta_0,
+            ),
+            pool=pool,
+        )
+        np.random.seed(seed)
+        # solu = np.asarray([alpha_ini, beta_ini, delta_ini, gamma_ini])
+        # p0 = soln.x + 1e-5 * np.random.randn(n_walkers, n_dim)
+        solu = minimization_loglikelihood(
+            z_S,
+            z_L,
+            velDisp,
+            velDispErr,
+            theta_E,
+            seeing_atm,
+            theta_ap,
+            seed,
+            alpha_ini,
+            beta_ini,
+            delta_ini,
+            gamma_ini,
+        )
+        p0 = solu + 1e-3 * np.random.randn(n_walkers, n_dim)
+
+        # Run n_burn steps as a burn-in:
+        print("Running burn-in ...")
+        pos, prob, state = sampler.run_mcmc(p0, n_burn, progress=progress)
+
+        # Reset the chain to remove the burn-in samples:
+        sampler.reset()
+
+        # Starting from the final position in the burn-in chain, sample for n_steps steps:
+        print("Sampling ...")
+        sampler.run_mcmc(pos, n_steps, rstate0=state, progress=progress)
+
+    return sampler
diff --git a/notebooks/proposals/proposals.ipynb b/notebooks/proposals/proposals.ipynb
index 45cc205..3ed5b58 100644
--- a/notebooks/proposals/proposals.ipynb
+++ b/notebooks/proposals/proposals.ipynb
@@ -15,17 +15,16 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import matplotlib\n",
     "import io\n",
     "import os\n",
     "\n",
+    "import matplotlib\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
     "from matplotlib import gridspec\n",
-    "from PIL import Image\n",
     "from minio import Minio\n",
-    "\n",
+    "from PIL import Image\n",
     "\n",
     "matplotlib.rcParams.update(\n",
     "    {\n",
@@ -36,7 +35,7 @@
     "    }\n",
     ")\n",
     "\n",
-    "MINIO_ENDPOINT_URL = \"b041-152-84-248-250.ngrok-free.app\"\n",
+    "MINIO_ENDPOINT_URL = \"1491-152-84-248-250.ngrok-free.app\"\n",
     "ACCESS_KEY = \"slcomp\"\n",
     "SECRET_KEY = \"slcomp@data\"\n",
     "client = Minio(\n",