Advanced Data Mining & Web Analytics Final project
Build time series models for New York Stock Exchange to predict tomorrow’s stock price in a continuous format, and plot a trendline for future understanding. Also, extract business insights from different modeling predictions.
Dataset used for this project is from a Kaggle competition named “New York Stock Exchange”:
- fundamentals.csv: presents each company’s yearly financial data
- prices-split-adjusted.csv: stock price data
The link for this competition is https://www.kaggle.com/dgawlik/nyse
fundamental analysis by Linear Regression, ARIMA, LSTM
For details:
https://medium.com/@bingqing.li/new-york-stock-exchange-price-prediction-d8a8a959ed58