Coloring by boolean column type does not work #2121

Closed
#2127
Closed
Coloring by boolean column type does not work#2121
#2127

Description

@WillKoehrsen
WillKoehrsen
opened on Jun 17, 2019

When trying to color a scatter plot by a bool column datatype, the colors do not show:

(see attached file for data)

grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

Screen Shot 2019-06-17 at 08 52 13 EDT

However, if I convert the bool column to a str, then the colors correctly appear:

new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

Screen Shot 2019-06-17 at 08 53 13 EDT

grouped.csv.zip

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions

      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
       blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

      Skip to content
      Coloring by boolean column type does not work #2121
      Closed
      #2127
      Closed
      Coloring by boolean column type does not work#2121
      #2127
      Description
      @WillKoehrsen
      WillKoehrsen
      opened on Jun 17, 2019
      When trying to color a scatter plot by a bool column datatype, the colors do not show:
      (see attached file for data)
      grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

      Screen Shot 2019-06-17 at 08 52 13 EDT
      However, if I convert the bool column to a str, then the colors correctly appear:
      new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

      Screen Shot 2019-06-17 at 08 53 13 EDT
      grouped.csv.zip
      Metadata
      Metadata
      Assignees
      No one assigned
        Labels
        No labels
        No labels
        Type
        No type
        Projects
        No projects
          Milestone
          No milestone
          Relationships
          None yet
          Development
          No branches or pull requests
          Issue actions
          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

          Skip to content
          Coloring by boolean column type does not work #2121
          Closed
          #2127
          Closed
          Coloring by boolean column type does not work#2121
          #2127
          Description
          @WillKoehrsen
          WillKoehrsen
          opened on Jun 17, 2019
          When trying to color a scatter plot by a bool column datatype, the colors do not show:
          (see attached file for data)
          grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

          Screen Shot 2019-06-17 at 08 52 13 EDT
          However, if I convert the bool column to a str, then the colors correctly appear:
          new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

          Screen Shot 2019-06-17 at 08 53 13 EDT
          grouped.csv.zip
          Metadata
          Metadata
          Assignees
          No one assigned
            Labels
            No labels
            No labels
            Type
            No type
            Projects
            No projects
              Milestone
              No milestone
              Relationships
              None yet
              Development
              No branches or pull requests
              Issue actions
              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

              Skip to content
              Coloring by boolean column type does not work #2121
              Closed
              #2127
              Closed
              Coloring by boolean column type does not work#2121
              #2127
              Description
              @WillKoehrsen
              WillKoehrsen
              opened on Jun 17, 2019
              When trying to color a scatter plot by a bool column datatype, the colors do not show:
              (see attached file for data)
              grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

              Screen Shot 2019-06-17 at 08 52 13 EDT
              However, if I convert the bool column to a str, then the colors correctly appear:
              new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

              Screen Shot 2019-06-17 at 08 53 13 EDT
              grouped.csv.zip
              Metadata
              Metadata
              Assignees
              No one assigned
                Labels
                No labels
                No labels
                Type
                No type
                Projects
                No projects
                  Milestone
                  No milestone
                  Relationships
                  None yet
                  Development
                  No branches or pull requests
                  Issue actions
                  
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

                  Skip to content
                  Coloring by boolean column type does not work #2121
                  Closed
                  #2127
                  Closed
                  Coloring by boolean column type does not work#2121
                  #2127
                  Description
                  @WillKoehrsen
                  WillKoehrsen
                  opened on Jun 17, 2019
                  When trying to color a scatter plot by a bool column datatype, the colors do not show:
                  (see attached file for data)
                  grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                  Screen Shot 2019-06-17 at 08 52 13 EDT
                  However, if I convert the bool column to a str, then the colors correctly appear:
                  new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                  Screen Shot 2019-06-17 at 08 53 13 EDT
                  grouped.csv.zip
                  Metadata
                  Metadata
                  Assignees
                  No one assigned
                    Labels
                    No labels
                    No labels
                    Type
                    No type
                    Projects
                    No projects
                      Milestone
                      No milestone
                      Relationships
                      None yet
                      Development
                      No branches or pull requests
                      Issue actions
                      
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                      Skip to content
                      Coloring by boolean column type does not work #2121
                      Closed
                      #2127
                      Closed
                      Coloring by boolean column type does not work#2121
                      #2127
                      Description
                      @WillKoehrsen
                      WillKoehrsen
                      opened on Jun 17, 2019
                      When trying to color a scatter plot by a bool column datatype, the colors do not show:
                      (see attached file for data)
                      grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                      Screen Shot 2019-06-17 at 08 52 13 EDT
                      However, if I convert the bool column to a str, then the colors correctly appear:
                      new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                      Screen Shot 2019-06-17 at 08 53 13 EDT
                      grouped.csv.zip
                      Metadata
                      Metadata
                      Assignees
                      No one assigned
                        Labels
                        No labels
                        No labels
                        Type
                        No type
                        Projects
                        No projects
                          Milestone
                          No milestone
                          Relationships
                          None yet
                          Development
                          No branches or pull requests
                          Issue actions
                          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                          Skip to content
                          Coloring by boolean column type does not work #2121
                          Closed
                          #2127
                          Closed
                          Coloring by boolean column type does not work#2121
                          #2127
                          Description
                          @WillKoehrsen
                          WillKoehrsen
                          opened on Jun 17, 2019
                          When trying to color a scatter plot by a bool column datatype, the colors do not show:
                          (see attached file for data)
                          grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                          Screen Shot 2019-06-17 at 08 52 13 EDT
                          However, if I convert the bool column to a str, then the colors correctly appear:
                          new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                          Screen Shot 2019-06-17 at 08 53 13 EDT
                          grouped.csv.zip
                          Metadata
                          Metadata
                          Assignees
                          No one assigned
                            Labels
                            No labels
                            No labels
                            Type
                            No type
                            Projects
                            No projects
                              Milestone
                              No milestone
                              Relationships
                              None yet
                              Development
                              No branches or pull requests
                              Issue actions
                              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

                              Skip to content
                              Coloring by boolean column type does not work #2121
                              Closed
                              #2127
                              Closed
                              Coloring by boolean column type does not work#2121
                              #2127
                              Description
                              @WillKoehrsen
                              WillKoehrsen
                              opened on Jun 17, 2019
                              When trying to color a scatter plot by a bool column datatype, the colors do not show:
                              (see attached file for data)
                              grouped.dtypes
mean_ape float64
measurement_type object
note object
parameters object
n_estimators int64
max_depth int64
bootstrap bool
max_features float64
fig = px.scatter(
grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                              Screen Shot 2019-06-17 at 08 52 13 EDT
                              However, if I convert the bool column to a str, then the colors correctly appear:
                              new_grouped = grouped.copy()
new_grouped['bootstrap'] = new_grouped['bootstrap'].astype(str)
fig = px.scatter(
new_grouped,
x="n_estimators",
y="mean_ape",
facet_row="measurement_type",
color="bootstrap",
title="Error vs Number of Estimators Colored by Bootstrap",
height=1000, width=1600
)

                              Screen Shot 2019-06-17 at 08 53 13 EDT
                              grouped.csv.zip
                              Metadata
                              Metadata
                              Assignees
                              No one assigned
                                Labels
                                No labels
                                No labels
                                Type
                                No type
                                Projects
                                No projects
                                  Milestone
                                  No milestone
                                  Relationships
                                  None yet
                                  Development
                                  No branches or pull requests
                                  Issue actions