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Create Notebooks.md
Added at least one link per project. Some projects have 5+
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## 100-Python-Projects
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#### Hello World
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- [python-basics](https://github.com/learning-zone/python-basics)
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- [python-basic](https://github.com/looly/python-basic)
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- [python-basics-exercises ](https://github.com/realpython/python-basics-exercises)
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- [0_git_basics ](https://github.com/fa-python-network/0_git_basics)
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- [Hello World](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Shutdown And Restart
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- [python-introduction ](https://github.com/cvamsikrishna11/python-introduction)
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- [exercises-python ](https://github.com/hexlet-basics/exercises-python)
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- [Shutdown And Restart](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Find A String
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- [Find a String](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [Easy-Python-Exercises ](https://github.com/DanielCarmonaPhantom/Easy-Python-Exercises)
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#### Password Generator
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- [Password Generator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [python-curriculum ](https://github.com/RaspberryPiFoundation/python-curriculum/tree/master/en-GB/lessons)
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- [StringExercises ](https://github.com/LizAitken/StringExercises)
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#### Secret Messages
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- [Secret Messages](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [python-curriculum ](https://github.com/RaspberryPiFoundation/python-curriculum/tree/master/en-GB/lessons)
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- [termdown](https://github.com/trehn/termdown)
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#### Countdown Timer
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- [Countdown Timer](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [CountdownTimer-TeLeTiPs ](https://github.com/teletips/CountdownTimer-TeLeTiPs)
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- [alfred-countdown-timer ](https://github.com/dbader/alfred-countdown-timer)
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#### Rock, Paper, Scissors
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- [Rock-Paper-Scissors ](https://github.com/MMErfani/Rock-Paper-Scissors)
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- [Basics-of-python-programming](https://github.com/Tufanchakrabory/Basics-of-python-programming)
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- [Rock-Paper-Scissors-Game](https://github.com/AtulRai96/Rock-Paper-Scissors-Game)
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#### Bulk Rename Files
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- [rename.py](https://github.com/ernitron/rename.py)
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- [ regex-rename](https://github.com/igrek51/regex-rename)
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- [Bulk_File_Operations](https://github.com/HassanMahmood001/Bulk_File_Operations)
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- [Bulk-file-rename-tool ](https://github.com/signorrayan/Bulk-file-rename-tool)
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#### Friendship Calculator
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- [Friendship Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Documenting Code
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- [documenting-your-code ](https://github.com/deppen8/documenting-your-code)
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- [dyc](https://github.com/Zarad1993/dyc)
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#### Web Scarping Github
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- [Web-Scarping-with-Python-Course ](https://github.com/karramsos/Web-Scarping-with-Python-Course)
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- [Django-Web-Scraping](https://github.com/ajaiau0/Django-Web-Scraping)
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- [Borges](https://github.com/CederGroupHub/Borges)
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- [Web Scarping Github](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Instagram Profile Picture Downloader
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- [Telegram-InstagramMediaDownloader-Bot ](https://github.com/Ytbh/Telegram-InstagramMediaDownloader-Bot)
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- [Instagram Profile Picture Downloader](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [telegram-bot-instagram-downloader-picture-videos-python-selenium ](https://github.com/someoneonearthwholovestg/telegram-bot-instagram-downloader-picture-videos-python-selenium)
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#### Pop Up Notification
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- [Pop Up Notification](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Get Weather Data
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- [Get Weather Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [weather-station ](https://github.com/RaspberryPiFoundation/weather-station)
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- [wradlib ](https://github.com/wradlib/wradlib)
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- [wetterdienst ](https://github.com/earthobservations/wetterdienst)
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#### Teach A Computer To Read
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- [Teach A Computer To Read](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [ Advanced-Machine-Learning-Specialization](https://github.com/garynth41/Advanced-Machine-Learning-Specialization)
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- [Advanced-Machine-Learning-Specialization ](https://github.com/rajibmondal/Advanced-Machine-Learning-Specialization)
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#### Team Chooser
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- [Team Chooser](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [TeamChooser](https://github.com/Gilitiko/TeamChooser)
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- [Baseball-Simulator ](https://github.com/benryan03/Baseball-Simulator)
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#### Word Guessing
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- [Word Guessing](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [guesswordgame ](https://github.com/praba230890/guesswordgame)
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- [python-word-guessing](https://github.com/thelevicole/python-word-guessing)
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#### Reverse A List
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- [Reverse A List](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Throw Dice
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- [Throw Dice](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [dice_score_telegram ](https://github.com/vi-dev0/dice_score_telegram)
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- [yze ](https://github.com/nlegrand/yze)
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#### Download A PDF
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- [Download A PDF](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [scihub2pdf ](https://github.com/bibcure/scihub2pdf)
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- [colab-pdf ](https://github.com/brpy/colab-pdf)
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#### Binary Search
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- [Binary Search](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Hangman
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- [Hangman](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [hangman ](https://github.com/kying18/hangman)
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- [Hangman ](https://github.com/techwithtim/Hangman)
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#### Zookeeper
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- [Zookeeper](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [zktop ](https://github.com/phunt/zktop)
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#### Chatty Bot
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- [Chatty Bot](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [ChattyBot ](https://github.com/tinkrmind/ChattyBot)
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- [chatty ](https://github.com/alco/chatty)
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#### Calculate Python code
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- [Calculate Python code](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### BMI Calculator
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- [BMI Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [BMI-Calculator ](https://github.com/krishnaik06/BMI-Calculator)
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- [Kivy-BMI-App ](https://github.com/Hash-Studios/Kivy-BMI-App)
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#### Acronym Generator
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- [Acronym Generator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [GRaNDPapA ](https://github.com/joaoperfig/GRaNDPapA)
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- [Acronym-generator-using-python ](https://github.com/mohansaivenkat/Acronym-generator-using-python)
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#### Generate A Story
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- [Generate A Story](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [neural-storyteller ](https://github.com/ryankiros/neural-storyteller)
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- [StoryStorm ](https://github.com/peterw/StoryStorm)
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#### Crack A Code
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- [Crack A Code](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Personality Quiz
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- [Personality Quiz](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [Quizzaro ](https://github.com/parthk3004/Quizzaro)
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- [gravity-forms-personality-quiz-add-on ](https://github.com/dabernathy89/gravity-forms-personality-quiz-add-on)
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#### Predict Rocket Launch Delays With Machine Learning
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- [Predict Rocket Launch Delays With Machine Learning](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [Predict-rocket-launch-delays-with-machine-learning ](https://github.com/niravaviya/Predict-rocket-launch-delays-with-machine-learning)
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#### Calorie Counter
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- [Calorie Counter](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Data Exploration With NumPy And Pandas
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- [Data Exploration With NumPy And Pandas](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [edaviz ](https://github.com/tkrabel/edaviz)
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- [bamboolib_binder_template ](https://github.com/8080labs/bamboolib_binder_template)
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- [ipython-notebooks ](https://github.com/yaph/ipython-notebooks)
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#### Visualise data with Matplotlib
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- [Visualise data with Matplotlib](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [FrescoPlay-Matplotlib-Handson ](https://github.com/DharmendraDevaraj/FrescoPlay-Matplotlib-Handson)
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- [basemaps ](https://github.com/charlie1347/basemaps)
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- [TidyTuesdayWithPython ](https://github.com/xh313/TidyTuesdayWithPython)
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#### Explore Real World Data
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- [Explore Real World Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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- [datasette ](https://github.com/simonw/datasette)
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- [django-sql-explorer ](https://github.com/groveco/django-sql-explorer)
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#### Vowel Removal
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- [Vowel Removal](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Python Projects Graphing Weather Data
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- [Python Projects Graphing Weather Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Popular Pets
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- [Popular Pets](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Find Space Stations
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- [Find Space Stations](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Shakespearean Insult Generator
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- [Shakespearean Insult Generator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Rotate A String
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- [Rotate A String](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Create A Dictionary
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- [Create A Dictionary](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Plotting In Python
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- [Plotting In Python](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Word Count
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- [Word Count](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Sort Numbers
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- [Sort Numbers](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Sort Strings
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- [Sort Strings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Working With Timezones
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- [Working With Timezones](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Jane Austen Story Adaptation
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- [Jane Austen Story Adaptation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Create a PDF
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- [Create a PDF](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Automate Text Messages
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- [Automate Text Messages](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### WordCloud - Wikipedia - William Shakespeare
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- [WordCloud - Wikipedia - William Shakespeare](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Generate A Poem
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- [Generate A Poem](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Web Scraping Amazon
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- [Web Scraping Amazon](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise & Manipulate Data
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- [Visualise & Manipulate Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Match Strings
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- [Match Strings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Data Preparation
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- [Data Preparation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Arithmetic-Formatter
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- [Arithmetic-Formatter](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Time Calculator
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- [Time Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Budget App
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- [Budget App](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Shape Calculator
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- [Shape Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Probability Calculator
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- [Probability Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Manipulating data with Python - NASA Data
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- [Manipulating data with Python - NASA Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Manipulating data with Python - MET Office Data
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- [Manipulating data with Python - MET Office Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Manipulating data with Python - Housing market and house prices
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- [Manipulating data with Python - Housing market and house prices](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Manipulating data with Python - UK House Price
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- [Manipulating data with Python - UK House Price ](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Manipulating data with Python - Business growth, access to finance and performance outcomes in the recession
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- [Manipulating data with Python - Business growth, access to finance and performance outcomes in the recession](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Mobile OS Usage - Word Graph Visualisation
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- [Mobile OS Usage - Word Graph Visualisation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualising Connections in Text Data
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- [Visualising Connections in Text Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise Data With Plotly
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- [Visualise Data With Plotly](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise Spotify Music
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- [Visualise Spotify Music](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise Flight Delays
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- [Visualise Flight Delays](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise Data - Insurance Data
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- [Visualise Data - Insurance Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Visualise Data - Iris Flowers
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- [Visualise Data - Iris Flowers](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Reset Index in Pandas Dataframe
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- [Reset Index in Pandas Dataframe](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Randomly select rows from Pandas DataFrame
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- [Randomly select rows from Pandas DataFrame](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Apply uppercase to a column in Pandas dataframe
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- [Apply uppercase to a column in Pandas dataframe](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Iterating through a range of dates
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- [Iterating through a range of dates](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Convert string to datetime in Python with timezone
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- [Convert string to datetime in Python with timezone](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Isoformat to datetime
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- [Isoformat to datetime](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Sort Python Dictionaries by Key or Value
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- [Sort Python Dictionaries by Key or Value](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Sum list of dictionaries with same key
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- [Sum list of dictionaries with same key](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Remove a key from dictionary
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- [Remove a key from dictionary](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Merging two Dictionaries
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- [Merging two Dictionaries](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Iterating With Python Lambda
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- [Iterating With Python Lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Find fibonacci series upto n using lambda
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- [Find fibonacci series upto n using lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Count Even and Odd numbers in a List
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- [Count Even and Odd numbers in a List](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Difference between List comprehension and Lambda
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- [Difference between List comprehension and Lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Convert String Matrix Representation to Matrix
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- [Convert String Matrix Representation to Matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Count the frequency of matrix row
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- [Count the frequency of matrix row](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Convert Integer Matrix to String Matrix
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- [Convert Integer Matrix to String Matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Create an empty and a full NumPy array
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- [Create an empty and a full NumPy array](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Get the maximum value from given matrix
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- [Get the maximum value from given matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Converting a 10 digit phone number to US format using Regex
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- [Converting a 10 digit phone number to US format using Regex](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Extract Strings between HTML Tags
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- [Extract Strings between HTML Tags](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Find Indices of Overlapping Substrings
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- [Find Indices of Overlapping Substrings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Extract paragraph from a website and save it as a text file
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- [Extract paragraph from a website and save it as a text file](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Read information from a Wikipedia page
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- [Read information from a Wikipedia page](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### 21 Number game
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- [21 Number game](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### 2048 Game
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- [2048 Game](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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#### Taking Screenshots using pyscreenshot
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- [Taking Screenshots using pyscreenshot](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
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