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The operation have been seperated in multiple files
1.volatilityIndex
run TopTenAndBottomTen.py
output:
To 10 volatile and least volatile companies graph will come up
after closing, detailed graph of most volatile will show and the
detailed graph of least volatile will show.
2.Pair_trading
run corelation.py
output:
Heatmap will show up then on the consolse there will a list of top 10 comapaines (to get the data year wise just pass the year in the index)
3.Binary Classification
run classify.py
output:
on the console screen there will be distribution of the given tocker
(you can change the ticker from the init) then there will be prediction and accuracy by the two classifiers
OUTPUT:
About
In this repository, I have basically analyzed the S&P 500 stocks data and found various meaningful insights in the data.