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:

• Data Collection:

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

Know more about the data used for this project here.

• See the Time Series Analysis and Forecast Solution here.

• Snapshots of Project:

  

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

Fig: Auto-Correlation Plot for INFOSYS

Fig: Auto-Correlation Plot for INFOSYS

Thanks !