NSEPY: Time Series Analysis + Forecasting

RedCarpet's internship assignment: https://pastebin.com/QDbSQPZg

Dataset selection: Use: https://github.com/swapniljariwala/nsepy

Source OCLHV data for NSE stocks (INFY,TCS) between 2015-2016. Data level - Daily.

Source OCLHV data for NIFTY IT index. Data level - Daily.

Libraries Required

bokeh
numpy
scipy
pandas
Scikit-learn

problem Statement:

The Problem statement has been shifted to a new seperate file. You can check that here.

Approaches:

The data collection method is comprehensively explained in this Kaggle Kernel.

Know more about the data used for this project here.

Fig: Moving average plot for Infosys

Fig: Moving average plot for NIFTY_IT_INDEX

Fig: Moving average plot for TCS

Fig: Auto-Correlation Plot for INFOSYS

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Data-copied		Data-copied
Jupyter-files-in-HTML		Jupyter-files-in-HTML
img		img
pdfs		pdfs
.gitattributes		.gitattributes
Dataset_load.ipynb		Dataset_load.ipynb
LICENSE		LICENSE
NSEPY=part-3.ipynb		NSEPY=part-3.ipynb
NSEPy=Part-1 and 2.ipynb		NSEPy=Part-1 and 2.ipynb
PACF.html		PACF.html
Problem Statement.txt		Problem Statement.txt
README.md		README.md
infy_stock.csv		infy_stock.csv
nifty_it_index.csv		nifty_it_index.csv
redcarpetup-interntask		redcarpetup-interntask
tcs_stock.csv		tcs_stock.csv
timeseries.html		timeseries.html