Screenshot
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Data automatically gets loaded from yahoo finance
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Packages used
- Machine Learning: LSTM, fbprophet
- Web Application: streamlit
- Data Manipulation: pandas, numpy
- Data Visualization: matplotlib, plotly
- Data Import: pandas_datareader
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Users can
- Search up by company by typing its ticker
- See the trend of stock price from 2017-01-01 to current, when the user opens up
- Interactively play with graph to adjust the trend by year and hover on the graph
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Bonuses
- Integrated with Google Analytics to monitor website performance
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Things to improve later on
- Slow loading