Inspiration
A lot of tools today predict the stock price based on the last history of the stock but our tools does that with the news setiments. Because I believe that news play a very crucial role in the prediction.
What it does
FinWise gets the most recent news articles of a stock and then it extracts the top 10 stocks that are about the particular stock and then it shows the prediction of the stock price will go up or down based on the sentiment of the top 10 news articles about the stock.
How I built it
We used python to get a pretrained model, sentimentintensityanalyzer. This model helped us to identify the sentiment in the news articles. I used beautiful soap to extract the news from FinViz website for stocks.
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