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basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst

Repository files navigation

SoftPython - ENGLISH

Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.

Students: here on Github there are only source files, the official website ishttps://en.softpython.org

Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide

Mirrors:

License

The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.

unitn-843724

cc-by-7172829

All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en

Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors

About

Introductive book to coding and data analysis in Python 3

en.softpython.org

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, '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" + '

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basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
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0 forks
Report repository
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Used by
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Generated from DavidLeoni/jupman

, '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('^' + ".*" + '

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_static
_static
_templates
_templates
_test
_test
basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
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0 forks
Report repository
Releases
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Used by
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Generated from DavidLeoni/jupman

, '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('^' + ".*" + '

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.github/workflows
.github/workflows
_static
_static
_templates
_templates
_test
_test
basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
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Used by
Contributors
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Generated from DavidLeoni/jupman

, '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
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.github/workflows
.github/workflows
_static
_static
_templates
_templates
_test
_test
basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
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Generated from DavidLeoni/jupman

, '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('^' + ".*" + '

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.github/workflows
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_static
_templates
_templates
_test
_test
basics
basics
database
database
dictionaries
dictionaries
for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
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Generated from DavidLeoni/jupman

, '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('^' + ".*" + '

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sequences
sets
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while
while
.gitattributes
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.gitignore
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LICENSE.txt
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activate
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commandments.ipynb
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conf.py
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create-env.sh
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googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
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toc-worked-projects.rst
toc-worked-projects.rst
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Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
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, '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); }
})();
})();

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basics
basics
database
database
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for
for
formats
formats
functions
functions
if
if
lists
lists
matrices-lists
matrices-lists
matrices-numpy
matrices-numpy
mixed-structures
mixed-structures
pandas
pandas
projects
projects
quick-intro
quick-intro
relational
relational
sequences
sequences
sets
sets
strings
strings
tools
tools
tuples
tuples
visualization
visualization
while
while
.gitattributes
.gitattributes
.gitignore
.gitignore
LICENSE.txt
LICENSE.txt
README.md
README.md
activate
activate
build.py
build.py
changelog.ipynb
changelog.ipynb
commandments.ipynb
commandments.ipynb
conf.py
conf.py
create-env.sh
create-env.sh
googleanalytics.py
googleanalytics.py
index.ipynb
index.ipynb
installation.ipynb
installation.ipynb
jupman.py
jupman.py
jupman_tools.py
jupman_tools.py
overview.ipynb
overview.ipynb
references.ipynb
references.ipynb
requirements-build.txt
requirements-build.txt
requirements.txt
requirements.txt
soft.py
soft.py
test.sh
test.sh
third-party-licences.txt
third-party-licences.txt
toc-analytics.rst
toc-analytics.rst
toc-page.rst
toc-page.rst
toc-worked-projects.rst
toc-worked-projects.rst
toc.rst
toc.rst
Repository files navigation
SoftPython - ENGLISH
Introductive guide to coding, data cleaning and analysis for Python 3, with many worked exercises.
Students: here on Github there are only source files, the official website ishttps://en.softpython.org
Teachers: All website pages are Jupyter notebooks converted to web pages using NBSphinx using template Jupman. To know how to build and modify the manual, see Jupman guide
Mirrors:
License
The making of this website and related courses was funded mainly by Department of Information Engineering and Computer Science (DISI), University of Trento, and also Sociology and Mathematics departments.
unitn-843724
cc-by-7172829
All the material in this website is distributed with license CC-BY 4.0 International Attribution https://creativecommons.org/licenses/by/4.0/deed.en
Basically, you can freely redistribute and modify the content, just remember to cite University of Trento and the authors
About
Introductive book to coding and data analysis in Python 3
en.softpython.org
Topics
bookjupyterpythontutorials
Resources
Readme
License
Activity
Stars
1 star
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages
Generated from DavidLeoni/jupman