My finall year project in 2015 written using C# windows form application
There is a sad news, Yahoo Finance doese not support its API for public access any more, hence this project can not work any more; However If you have a new endpoint to provide stock historical data, or you are intrested on this project, let me know :).
Application features :
- use Twitter API to get a user tweets (download up to 3200 tweets via multiple requests).
- Download all the historical data of a stock index using yahoo finance API.
- Download all the data of a particulair stock index in each 15 mins.
- Calculate MACD,RSI, Stochastic Osccilator and Guppy timeseries diagram in a customized interval, and draw timeseries diagrams.
- Use internal algorithm on weka string to binary output files and count the number of repeated world per days and sort them from max to min.
- Normalize he times series and price diagram
- Editable matcing algorithm
- Extract Data From Twitter
- filter Tweets
- find the most repeated term per day after filtering tweets
- find the impact of each term on the prediction
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- Do not hesitate to contact me if you have any question. I can share with you the full details.
Cheers Hossein