Joe Wilson's repositories
twitterproject
streamlit twitter analysis application
gunviolencetweeter
tweet a gun violence chart to your followers
LiveTwitterSentimentAnalysis
Twitter live Sentiment Analysis helps us map the positive and the negative sentiments of tweets in real time.
Analysis-of-Political-Sentiments-on-Twitter-using-Deep-Learning
Aim was to develop a machine learning model which can analyze sentiments on twitter and to predict the winner of Lok Sabha Elections 2019. Web scraping was used for comments and then applied feature extraction, TF-IDF, Word2Vec, ANN and LSTM to improve the accuracy of model. Softmax function was used for multiclass classification. Learning curve was used to select the epochs and batch size in ANN and LSTM. Word cloud was made to select the most important features in the dataset. Random forest classification was selected as the best classifier with the help of PR curve by using micro average for average precision and recall.
azure-stream-analytics
Azure Stream Analytics
LiveActionMap
An attempt to map the areas with active conflict in Ukraine using open source twitter data.
Python-Baseball
Building Baseball Data Visualizations with Python
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
tweepy
Twitter for Python!
tweet-generator
Train a neural network optimized for generating tweets based off of any number of Twitter users.
twitstreamutils
Twitter API examples using Streamlit API