Stock-Market-Sentiment-Analysis

A Program to scrape and analyze financial news and perform sentiment analysis to understand and capture public sentiment

File Structure:-

1. Pickled_algos_tfidf:- contains the main pipeline made from the trained model and fitted tfidf object used for sentiment analysis
2. VAULT :- contains a zip file consisting of previous pipeline versions used to test the model's performance
3. data :- contains the financial news data used for training the model
4. output:- contains the output plot of the program
5. temp:- contains a single example plot
6. ui:- ui.py contains the program, to run the program on your local device, run the porgram and the stock name/ticker to analyze, the program runs and outputs a plot of the mean sentiment value of the stock against the stock price movement of the stock

The numbers beneath the title of the plot represent the pearson's and spearman's correlation respectively between the sentiment value of the stock and stock price movement