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<!DOCTYPE HTML><html lang=en class="sidebar-visible no-js light"><head><meta charset=UTF-8><title></title><base href=/practice_python_projects/><meta content="text/html; charset=utf-8"http-equiv=Content-Type><meta name=description content="Book on basic to intermediate level Python projects"><meta name=viewport content="width=device-width, initial-scale=1"><meta name=theme-color content=#ffffff><link rel=icon href=favicon.svg><link rel="shortcut icon"href=favicon.png><link rel=stylesheet href=css/variables.css><link rel=stylesheet href=css/general.css><link rel=stylesheet href=css/chrome.css><link rel=stylesheet href=FontAwesome/css/font-awesome.css><link rel=stylesheet href=fonts/fonts.css><link rel=stylesheet href=highlight.css><link rel=stylesheet href=tomorrow-night.css><link rel=stylesheet href=ayu-highlight.css><link rel=stylesheet href=style.css><body><script>
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<!DOCTYPE HTML><html lang=en class="sidebar-visible no-js light"><head><meta charset=UTF-8><title></title><base href=/practice_python_projects/><meta content="text/html; charset=utf-8"http-equiv=Content-Type><meta name=description content="Beginner to Intermediate level projects inspired by real world use cases"><meta name=viewport content="width=device-width, initial-scale=1"><meta name=theme-color content=#ffffff><link rel=icon href=favicon.svg><link rel="shortcut icon"href=favicon.png><link rel=stylesheet href=css/variables.css><link rel=stylesheet href=css/general.css><link rel=stylesheet href=css/chrome.css><link rel=stylesheet href=FontAwesome/css/font-awesome.css><link rel=stylesheet href=fonts/fonts.css><link rel=stylesheet href=highlight.css><link rel=stylesheet href=tomorrow-night.css><link rel=stylesheet href=ayu-highlight.css><link rel=stylesheet href=style.css><body><script>
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var path_to_root = "";
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html.classList.remove('sidebar-visible');
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</script><nav id=sidebar class=sidebar aria-label="Table of contents"><div class=sidebar-scrollbox><ol class=chapter><li class="chapter-item expanded affix"><a href=preface.html>Preface</a><li class="chapter-item expanded"><a href=calculator/calculator.html><strong aria-hidden=true>1.</strong> CLI Calculator</a><li><ol class=section><li class="chapter-item expanded"><a href=calculator/calc_bash_func.html><strong aria-hidden=true>1.1.</strong> Bash shortcuts</a><li class="chapter-item expanded"><a href=calculator/calc_py_cli.html><strong aria-hidden=true>1.2.</strong> Python CLI application</a><li class="chapter-item expanded"><a href=calculator/exercises.html><strong aria-hidden=true>1.3.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=poll_data_analysis/poll_data_analysis.html><strong aria-hidden=true>2.</strong> Poll Data Analysis</a><li><ol class=section><li class="chapter-item expanded"><a href=poll_data_analysis/praw.html><strong aria-hidden=true>2.1.</strong> Getting Reddit comments using praw</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_cleansing.html><strong aria-hidden=true>2.2.</strong> Data cleansing</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_similarity.html><strong aria-hidden=true>2.3.</strong> Data similarity</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_results.html><strong aria-hidden=true>2.4.</strong> Displaying results</a><li class="chapter-item expanded"><a href=poll_data_analysis/exercises.html><strong aria-hidden=true>2.5.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=find_typos/find_typos.html><strong aria-hidden=true>3.</strong> Finding typos</a><li><ol class=section><li class="chapter-item expanded"><a href=find_typos/plain_text.html><strong aria-hidden=true>3.1.</strong> Plain text input</a><li class="chapter-item expanded"><a href=find_typos/markdown.html><strong aria-hidden=true>3.2.</strong> Markdown input</a><li class="chapter-item expanded"><a href=find_typos/exercises.html><strong aria-hidden=true>3.3.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=mcq/multiple_choice_questions.html><strong aria-hidden=true>4.</strong> Multiple choice questions</a><li><ol class=section><li class="chapter-item expanded"><a href=mcq/input_mcq.html><strong aria-hidden=true>4.1.</strong> Using input function</a><li class="chapter-item expanded"><a href=mcq/tkinter_intro.html><strong aria-hidden=true>4.2.</strong> Tkinter introduction</a><li class="chapter-item expanded"><a href=mcq/gui_mcq.html><strong aria-hidden=true>4.3.</strong> MCQ GUI</a><li class="chapter-item expanded"><a href=mcq/exercises.html><strong aria-hidden=true>4.4.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe.html><strong aria-hidden=true>5.</strong> Square Tic Tac Toe</a><li><ol class=section><li class="chapter-item expanded"><a href=square_tic_tac_toe/grid_and_images.html><strong aria-hidden=true>5.1.</strong> Grid layout and images</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/tic_tac_toe_gui.html><strong aria-hidden=true>5.2.</strong> Tic Tac Toe GUI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe_gui.html><strong aria-hidden=true>5.3.</strong> Square Tic Tac Toe GUI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe_ai.html><strong aria-hidden=true>5.4.</strong> Square Tic Tac Toe AI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/exercises.html><strong aria-hidden=true>5.5.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=further_reading.html>Further Reading</a></li><br><hr><li class="chapter-item expanded"><i id=git-repository-button class="fa fa-github"></i><a href=https://github.com/learnbyexample/practice_python_projects>   Source code</a><li class="chapter-item expanded"><i id=home-button class="fa fa-home"></i><a href=https://learnbyexample.github.io/>   My Blog</a><li class="chapter-item expanded"><i id=book-button class="fa fa-book"></i><a href=https://learnbyexample.github.io/books/>   My Books</a></ol></div><div id=sidebar-resize-handle class=sidebar-resize-handle></div></nav><div id=page-wrapper class=page-wrapper><div class=page><div id=menu-bar-hover-placeholder></div><div id=menu-bar class="menu-bar sticky bordered"><div class=left-buttons><button id=sidebar-toggle class=icon-button type=button title="Toggle Table of Contents"aria-label="Toggle Table of Contents"aria-controls=sidebar><i class="fa fa-bars"></i></button><button id=theme-toggle class=icon-button type=button title="Change theme"aria-label="Change theme"aria-haspopup=true aria-expanded=false aria-controls=theme-list><i class="fa fa-paint-brush"></i></button><ul id=theme-list class=theme-popup aria-label=Themes role=menu><li role=none><button role=menuitem class=theme id=light>Light (default)</button><li role=none><button role=menuitem class=theme id=rust>Rust</button><li role=none><button role=menuitem class=theme id=coal>Coal</button><li role=none><button role=menuitem class=theme id=navy>Navy</button><li role=none><button role=menuitem class=theme id=ayu>Ayu</button></ul><button id=search-toggle class=icon-button type=button title="Search. (Shortkey: s)"aria-label="Toggle Searchbar"aria-expanded=false aria-keyshortcuts=S aria-controls=searchbar><i class="fa fa-search"></i></button></div><h1 class=menu-title>Practice Python Projects</h1><div class=right-buttons><a href=https://learnbyexample.github.io title=Blog aria-label=Blog> <i id=home-button class="fa fa-home"></i> </a><a href=https://github.com/learnbyexample/practice_python_projects title="Git repository"aria-label="Git repository"> <i id=git-repository-button class="fa fa-github"></i> </a></div></div><div id=search-wrapper class=hidden><form id=searchbar-outer class=searchbar-outer><input type=search name=search id=searchbar name=searchbar placeholder="Search this book ..."aria-controls=searchresults-outer aria-describedby=searchresults-header></form><div id=searchresults-outer class="searchresults-outer hidden"><div id=searchresults-header class=searchresults-header></div><ul id=searchresults></ul></div></div><script>
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</script><nav id=sidebar class=sidebar aria-label="Table of contents"><div class=sidebar-scrollbox><ol class=chapter><li class="chapter-item expanded affix"><a href=cover.html>Cover</a><li class="chapter-item expanded affix"><a href=buy.html>Buy PDF/EPUB versions</a><li class="chapter-item expanded affix"><a href=preface.html>Preface</a><li class="chapter-item expanded"><a href=calculator/calculator.html><strong aria-hidden=true>1.</strong> CLI Calculator</a><li><ol class=section><li class="chapter-item expanded"><a href=calculator/calc_bash_func.html><strong aria-hidden=true>1.1.</strong> Bash shortcuts</a><li class="chapter-item expanded"><a href=calculator/calc_py_cli.html><strong aria-hidden=true>1.2.</strong> Python CLI application</a><li class="chapter-item expanded"><a href=calculator/exercises.html><strong aria-hidden=true>1.3.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=poll_data_analysis/poll_data_analysis.html><strong aria-hidden=true>2.</strong> Poll Data Analysis</a><li><ol class=section><li class="chapter-item expanded"><a href=poll_data_analysis/praw.html><strong aria-hidden=true>2.1.</strong> Getting Reddit comments using praw</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_cleansing.html><strong aria-hidden=true>2.2.</strong> Data cleansing</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_similarity.html><strong aria-hidden=true>2.3.</strong> Data similarity</a><li class="chapter-item expanded"><a href=poll_data_analysis/data_results.html><strong aria-hidden=true>2.4.</strong> Displaying results</a><li class="chapter-item expanded"><a href=poll_data_analysis/exercises.html><strong aria-hidden=true>2.5.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=find_typos/find_typos.html><strong aria-hidden=true>3.</strong> Finding typos</a><li><ol class=section><li class="chapter-item expanded"><a href=find_typos/plain_text.html><strong aria-hidden=true>3.1.</strong> Plain text input</a><li class="chapter-item expanded"><a href=find_typos/markdown.html><strong aria-hidden=true>3.2.</strong> Markdown input</a><li class="chapter-item expanded"><a href=find_typos/exercises.html><strong aria-hidden=true>3.3.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=mcq/multiple_choice_questions.html><strong aria-hidden=true>4.</strong> Multiple choice questions</a><li><ol class=section><li class="chapter-item expanded"><a href=mcq/input_mcq.html><strong aria-hidden=true>4.1.</strong> Using input function</a><li class="chapter-item expanded"><a href=mcq/tkinter_intro.html><strong aria-hidden=true>4.2.</strong> Tkinter introduction</a><li class="chapter-item expanded"><a href=mcq/gui_mcq.html><strong aria-hidden=true>4.3.</strong> MCQ GUI</a><li class="chapter-item expanded"><a href=mcq/exercises.html><strong aria-hidden=true>4.4.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe.html><strong aria-hidden=true>5.</strong> Square Tic Tac Toe</a><li><ol class=section><li class="chapter-item expanded"><a href=square_tic_tac_toe/grid_and_images.html><strong aria-hidden=true>5.1.</strong> Grid layout and images</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/tic_tac_toe_gui.html><strong aria-hidden=true>5.2.</strong> Tic Tac Toe GUI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe_gui.html><strong aria-hidden=true>5.3.</strong> Square Tic Tac Toe GUI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/square_tic_tac_toe_ai.html><strong aria-hidden=true>5.4.</strong> Square Tic Tac Toe AI</a><li class="chapter-item expanded"><a href=square_tic_tac_toe/exercises.html><strong aria-hidden=true>5.5.</strong> Exercises</a></ol><li class="chapter-item expanded"><a href=what_next.html>What next?</a></li><br><hr><li class="chapter-item expanded"><i id=git-repository-button class="fa fa-github"></i><a href=https://github.com/learnbyexample/practice_python_projects>   Source code</a><li class="chapter-item expanded"><i id=home-button class="fa fa-home"></i><a href=https://learnbyexample.github.io/>   My Blog</a><li class="chapter-item expanded"><i id=book-button class="fa fa-book"></i><a href=https://learnbyexample.github.io/books/>   My Books</a></ol></div><div id=sidebar-resize-handle class=sidebar-resize-handle></div></nav><div id=page-wrapper class=page-wrapper><div class=page><div id=menu-bar-hover-placeholder></div><div id=menu-bar class="menu-bar sticky bordered"><div class=left-buttons><button id=sidebar-toggle class=icon-button type=button title="Toggle Table of Contents"aria-label="Toggle Table of Contents"aria-controls=sidebar><i class="fa fa-bars"></i></button><button id=theme-toggle class=icon-button type=button title="Change theme"aria-label="Change theme"aria-haspopup=true aria-expanded=false aria-controls=theme-list><i class="fa fa-paint-brush"></i></button><ul id=theme-list class=theme-popup aria-label=Themes role=menu><li role=none><button role=menuitem class=theme id=light>Light (default)</button><li role=none><button role=menuitem class=theme id=rust>Rust</button><li role=none><button role=menuitem class=theme id=coal>Coal</button><li role=none><button role=menuitem class=theme id=navy>Navy</button><li role=none><button role=menuitem class=theme id=ayu>Ayu</button></ul><button id=search-toggle class=icon-button type=button title="Search. (Shortkey: s)"aria-label="Toggle Searchbar"aria-expanded=false aria-keyshortcuts=S aria-controls=searchbar><i class="fa fa-search"></i></button></div><h1 class=menu-title>Practice Python Projects</h1><div class=right-buttons><a href=https://learnbyexample.github.io title=Blog aria-label=Blog> <i id=home-button class="fa fa-home"></i> </a><a href=https://github.com/learnbyexample/practice_python_projects title="Git repository"aria-label="Git repository"> <i id=git-repository-button class="fa fa-github"></i> </a></div></div><div id=search-wrapper class=hidden><form id=searchbar-outer class=searchbar-outer><input type=search name=search id=searchbar name=searchbar placeholder="Search this book ..."aria-controls=searchresults-outer aria-describedby=searchresults-header></form><div id=searchresults-outer class="searchresults-outer hidden"><div id=searchresults-header class=searchresults-header></div><ul id=searchresults></ul></div></div><script>
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