Update Notebooks.md

Added 1 or 2 more links to each topic.

Author: natnew

_notebooks/Notebooks.md

@@ -175,196 +175,323 @@
 
 #### Python Projects Graphing Weather Data
 - [Python Projects Graphing Weather Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [graph_weather ](https://github.com/openclimatefix/graph_weather)
+- [AIC_Weather_Forecasting ](https://github.com/fengyang95/AIC_Weather_Forecasting)
 
 #### Popular Pets
 - [Popular Pets](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [pets](https://github.com/jllorencetti/pets)
+- [petstore ](https://github.com/odoo/petstore)
 
 #### Find Space Stations
 - [Find Space Stations](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [ss13rp ](https://github.com/qwertyquerty/ss13rp)
+- [ISS_Camera_Geolocate ](https://github.com/nasa/ISS_Camera_Geolocate)
 
 #### Shakespearean Insult Generator
 - [Shakespearean Insult Generator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [hexchat-shakespeare-insult ](https://github.com/0x27/hexchat-shakespeare-insult)
+- [insult-generator ](https://github.com/davidawad/insult-generator)
 
 #### Rotate A String
 - [Rotate A String](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Rotate-String2 ](https://github.com/J-A-S-0-N/Rotate-String2)
+- [RotateString ](https://github.com/molatosekgobela/RotateString)
 
 #### Create A Dictionary
 - [Create A Dictionary](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [aosp-dictionary-tools ](https://github.com/remi0s/aosp-dictionary-tools)
+- [Interactive-Dictionary-in-Python ](https://github.com/Dhrumilcse/Interactive-Dictionary-in-Python)
 
 #### Plotting In Python
 - [Plotting In Python](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [python-novice-gapminder ](https://github.com/swcarpentry/python-novice-gapminder)
+- [aplpy](https://github.com/aplpy/aplpy)
 
 #### Word Count
 - [Word Count](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [WordCount ](https://github.com/titoBouzout/WordCount)
+- [liwc-python ](https://github.com/chbrown/liwc-python)
 
 #### Sort Numbers
 - [Sort Numbers](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [twitter-sort ](https://github.com/exPHAT/twitter-sort)
+- [pointer-networks-experiments ](https://github.com/zygmuntz/pointer-networks-experiments)
 
 #### Sort Strings
 - [Sort Strings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [turbo-sort ](https://github.com/michaelriha/turbo-sort)
+- [Localizable.strings2Excel ](https://github.com/CatchZeng/Localizable.strings2Excel)
 
 #### Working With Timezones
 - [Working With Timezones](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [tz.js ](https://github.com/dbaron/tz.js)
+- [d8s-timezones](https://github.com/democritus-project/d8s-timezones)
 
 #### Jane Austen Story Adaptation
 - [Jane Austen Story Adaptation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
 
 #### Create a PDF
 - [Create a PDF](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [create-pdf-with-python-fpdf2 ](https://github.com/bvalgard/create-pdf-with-python-fpdf2)
+- [borb ](https://github.com/jorisschellekens/borb)
 
 #### Automate Text Messages
 - [Automate Text Messages](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [text-messages ](https://github.com/kying18/text-messages)
+- [AndroidAutoMessageBot ](https://github.com/adithyan-ak/AndroidAutoMessageBot)
 
 #### WordCloud - Wikipedia - William Shakespeare
 - [WordCloud - Wikipedia - William Shakespeare](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [wordcloud ](https://github.com/fyuanfen/wordcloud)
+- [wordcloud](https://github.com/godweiyang/wordcloud)
 
 #### Generate A Poem
 - [Generate A Poem](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [poem_generator ](https://github.com/hayderkharrufa/arabic_poem_generator)
+- [tensorflow-shakespeare-poem-generator ](https://github.com/burliEnterprises/tensorflow-shakespeare-poem-generator)
 
 #### Web Scraping Amazon
 - [Web Scraping Amazon](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [scrapy ](https://github.com/scrapy/scrapy)
+- [grab ](https://github.com/lorien/grab)
 
 #### Visualise & Manipulate Data
 - [Visualise & Manipulate Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [KITTI-Dataset ](https://github.com/alexstaravoitau/KITTI-Dataset)
+- [plotly_examples ](https://github.com/tpof314/plotly_examples)
 
 #### Match Strings
 - [Match Strings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [speaklater ](https://github.com/mitsuhiko/speaklater)
+- [reposcanner ](https://github.com/dionach/reposcanner)
 
 #### Data Preparation
 - [Data Preparation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [The-Complete-FAANG-Preparation ](https://github.com/AkashSingh3031/The-Complete-FAANG-Preparation)
+- [dsp ](https://github.com/edooley7/dsp)
 
 #### Arithmetic-Formatter
 - [Arithmetic-Formatter](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [boilerplate-arithmetic-formatter ](https://github.com/freeCodeCamp/boilerplate-arithmetic-formatter)
+- [mpmath ](https://github.com/mpmath/mpmath)
 
 #### Time Calculator
 - [Time Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [boilerplate-time-calculator ](https://github.com/freeCodeCamp/boilerplate-time-calculator)
+- [WazeRouteCalculator ](https://github.com/kovacsbalu/WazeRouteCalculator)
 
 #### Budget App
 - [Budget App](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [boilerplate-budget-app ](https://github.com/freeCodeCamp/boilerplate-budget-app)
+- [Tendie-Tracker ](https://github.com/eddyharrington/Tendie-Tracker)
 
 #### Shape Calculator
 - [Shape Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [ShapeCal ](https://github.com/JavadAbtahi/ShapeCal)
+- [fcc-shape-calculator ](https://github.com/ShreyasSubhedar/fcc-shape-calculator)
 
 #### Probability Calculator
 - [Probability Calculator](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [boilerplate-probability-calculator ](https://github.com/freeCodeCamp/boilerplate-probability-calculator)
+- [Minerva ](https://github.com/kyle-beatty/Minerva)
 
 #### Manipulating data with Python - NASA Data
 - [Manipulating data with Python - NASA Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [exploring-nasas-turbofan-dataset ](https://github.com/kpeters/exploring-nasas-turbofan-dataset)
+- [CCDD ](https://github.com/nasa/CCDD)
 
 #### Manipulating data with Python - MET Office Data
 - [Manipulating data with Python - MET Office Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [datapoint-python ](https://github.com/EJEP/datapoint-python)
+- [Met-Office-Climate-Data-Challenge-March_2021 ](https://github.com/COP26-Hackathon/Met-Office-Climate-Data-Challenge-March_2021)
 
 #### Manipulating data with Python - Housing market and house prices
 - [Manipulating data with Python - Housing market and house prices](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [House-Price-Prediction ](https://github.com/sidf3ar/House-Price-Prediction)
+- [ML-HousePricePrediction ](https://github.com/KAN-Team/ML-HousePricePrediction)
 
 #### Manipulating data with Python - UK House Price 
 - [Manipulating data with Python - UK House Price ](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [house-prices-uk ](https://github.com/datasets/house-prices-uk)
+- [HousePricesUkRestAPI ](https://github.com/criscara-dev/HousePricesUkRestAPI)
 
 #### Manipulating data with Python - Business growth, access to finance and performance outcomes in the recession
 - [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)
+- [py4fi ](https://github.com/yhilpisch/py4fi)
+- [FinancePy ](https://github.com/domokane/FinancePy)
 
 
 #### Mobile OS Usage - Word Graph Visualisation
 - [Mobile OS Usage - Word Graph Visualisation](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [word2vec-graph ](https://github.com/anvaka/word2vec-graph)
+- [WordGCN ](https://github.com/malllabiisc/WordGCN)
 
 #### Visualising Connections in Text Data
 - [Visualising Connections in Text Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Twitter-Sentiment-Analysis---Analytics-Vidhya](https://github.com/sachink382/Twitter-Sentiment-Analysis---Analytics-Vidhya)
+- [computationl_physiology_neual_simulator](https://github.com/IanLeeYT/computationl_physiology_neual_simulator)
 
 #### Visualise Data With Plotly
 - [Visualise Data With Plotly](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [plotly.py ](https://github.com/plotly/plotly.py)
+- [Dash-by-Plotly ](https://github.com/Coding-with-Adam/Dash-by-Plotly)
 
 #### Visualise Spotify Music
 - [Visualise Spotify Music](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [spotify-lifx-visualiser ](https://github.com/tudddorrr/spotify-lifx-visualiser)
+- [Visuafy ](https://github.com/aryanbhajanka/Visuafy)
 
 #### Visualise Flight Delays
 - [Visualise Flight Delays](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [flight-delays ](https://github.com/Poonam-Dasilva/flight-delays)
+- [flight_delays ](https://github.com/alexstudio3/flight_delays)
 
 #### Visualise Data - Insurance Data
 - [Visualise Data - Insurance Data](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [insurance_qa_python ](https://github.com/codekansas/insurance_qa_python)
+- [Insurance-Claim-Prediction ](https://github.com/sharmaroshan/Insurance-Claim-Prediction)
 
 #### Visualise Data - Iris Flowers
 - [Visualise Data - Iris Flowers](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [IRIS-Flower-classification](https://github.com/amberkakkar01/IRIS-Flower-classification)
+- [iris-recognition-machine-learning ](https://github.com/paulozip/iris-recognition-machine-learning)
 
 #### Reset Index in Pandas Dataframe
 - [Reset Index in Pandas Dataframe](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [PandasGUI ](https://github.com/adamerose/PandasGUI)
+- [ydata-profiling ](https://github.com/ydataai/ydata-profiling)
 
 #### Randomly select rows from Pandas DataFrame
 - [Randomly select rows from Pandas DataFrame](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [pandas-datareader ](https://github.com/pydata/pandas-datareader)
+- [dfply ](https://github.com/kieferk/dfply)
 
 #### Apply uppercase to a column in Pandas dataframe
 - [Apply uppercase to a column in Pandas dataframe](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [bamboolib ](https://github.com/tkrabel/bamboolib)
+- [django-recurrence ](https://github.com/jazzband/django-recurrence)
 
 #### Iterating through a range of dates
 - [Iterating through a range of dates](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [arrow ](https://github.com/arrow-py/arrow)
+- [When.py ](https://github.com/dirn/When.py)
 
 #### Convert string to datetime in Python with timezone
 - [Convert string to datetime in Python with timezone](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [convert-string-to-datetime-in-python ](https://github.com/phaniganduri/convert-string-to-datetime-in-python)
+- [python-twitter-api ](https://github.com/haseebalam/python-twitter-api)
 
 #### Isoformat to datetime
 - [Isoformat to datetime](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [pendulum ](https://github.com/sdispater/pendulum)
+- [maya ](https://github.com/timofurrer/maya)
 
 #### Sort Python Dictionaries by Key or Value
 - [Sort Python Dictionaries by Key or Value](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Box ](https://github.com/cdgriffith/Box)
+- [dpath-python ](https://github.com/dpath-maintainers/dpath-python)
 
 #### Sum list of dictionaries with same key
 - [Sum list of dictionaries with same key](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Python_FunctionsFilesDictionaries_FinalCourseProject ](https://github.com/RichardDanielOliva/Python_FunctionsFilesDictionaries_FinalCourseProject)
+- [pystardict ](https://github.com/lig/pystardict)
 
 #### Remove a key from dictionary
 - [Remove a key from dictionary](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [lolviz ](https://github.com/parrt/lolviz)
+- [DICTOL_python ](https://github.com/tiepvupsu/DICTOL_python)
 
 #### Merging two Dictionaries
 - [Merging two Dictionaries](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [python-data-structure-exercises ](https://github.com/inglesp/python-data-structure-exercises)
+- [bunch ](https://github.com/dsc/bunch)
 
 #### Iterating With Python Lambda
 - [Iterating With Python Lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [python-lambda ](https://github.com/nficano/python-lambda)
+- [powertools-lambda-python ](https://github.com/aws-powertools/powertools-lambda-python)
 
 #### Find fibonacci series upto n using lambda
 - [Find fibonacci series upto n using lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [fibonacci-heap-python ](https://github.com/danielborowski/fibonacci-heap-python)
+- [HarmonicPattern ](https://github.com/xxwikkixx/HarmonicPattern)
 
 #### Count Even and Odd numbers in a List
 - [Count Even and Odd numbers in a List](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [flake8-comprehensions ](https://github.com/adamchainz/flake8-comprehensions)
+- [python-list-comprehensions-tutorial ](https://github.com/mrdbourke/python-list-comprehensions-tutorial)
+
 
 #### Difference between List comprehension and Lambda
 - [Difference between List comprehension and Lambda](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Lab-list-comprehension ](https://github.com/ta-data-mexpt/Lab-list-comprehension)
+- [1.2-lab-list-comprehension ](https://github.com/Ironhack-Data-Madrid-Agosto-2022/1.2-lab-list-comprehension)
 
 #### Convert String Matrix Representation to Matrix
 - [Convert String Matrix Representation to Matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [mpnum ](https://github.com/dsuess/mpnum)
+- [REGAL ](https://github.com/GemsLab/REGAL)
 
 #### Count the frequency of matrix row
 - [Count the frequency of matrix row](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [GridCell ](https://github.com/ruiqigao/GridCell)
+- [Syn-MRL ](https://github.com/zhaotao1987/Syn-MRL)
 
 #### Convert Integer Matrix to String Matrix
 - [Convert Integer Matrix to String Matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [LCEM_HSI ](https://github.com/Zhangxy1999/LCEM_HSI)
+- [chunkdot ](https://github.com/rragundez/chunkdot)
 
 #### Create an empty and a full NumPy array
 - [Create an empty and a full NumPy array](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [ros_numpy ](https://github.com/eric-wieser/ros_numpy)
+- [bottleneck ](https://github.com/pydata/bottleneck)
 
 #### Get the maximum value from given matrix
 - [Get the maximum value from given matrix](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Regularized-Logistic-Regression-Model ](https://github.com/OFAK-KING/Regularized-Logistic-Regression-Model)
+- [Naive-Bayes-Algorithm-for-Classification-of-DonorsChoose ](https://github.com/sujitjean/Naive-Bayes-Algorithm-for-Classification-of-DonorsChoose)
 
 #### Converting a 10 digit phone number to US format using Regex
 - [Converting a 10 digit phone number to US format using Regex](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [learn-regex ](https://github.com/ziishaned/learn-regex)
+- [CommonRegex ](https://github.com/madisonmay/CommonRegex)
 
 #### Extract Strings between HTML Tags
 - [Extract Strings between HTML Tags](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [flutter_extractor ](https://github.com/Rondalal/flutter_extractor)
+- [BurpSuite-Xkeys ](https://github.com/vsec7/BurpSuite-Xkeys)
 
 #### Find Indices of Overlapping Substrings
 - [Find Indices of Overlapping Substrings](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [geodex ](https://github.com/developmentseed/geodex)
+- [indices ](https://github.com/samaraseeri17/indices)
 
 #### Extract paragraph from a website and save it as a text file
 - [Extract paragraph from a website and save it as a text file](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [CX_DB8 ](https://github.com/Hellisotherpeople/CX_DB8)
+- [pdf_paragraphs_extraction ](https://github.com/huridocs/pdf_paragraphs_extraction)
 
 #### Read information from a Wikipedia page
 - [Read information from a Wikipedia page](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [webscraping-selenium ](https://github.com/rakeshsukla53/webscraping-selenium)
+- [webscraping_python_selenium ](https://github.com/gabrielfroes/webscraping_python_selenium)
 
 #### 21 Number game
 - [21 Number game](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Number-Game ](https://github.com/farisfaikar/Number-Game)
+- [guessgame ](https://github.com/EthanEdDall/guessgame)
 
 #### 2048 Game
 - [2048 Game](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [Games ](https://github.com/CharlesPikachu/Games)
+- [free-python-games ](https://github.com/grantjenks/free-python-games)
 
 #### Taking Screenshots using pyscreenshot
 - [Taking Screenshots using pyscreenshot](https://github.com/natnew/100-Python-Projects/tree/main/_notebooks)
+- [pyscreenshot ](https://github.com/ponty/pyscreenshot)
+- [PyScreenshot ](https://github.com/AdamPastar/PyScreenshot)