Jugaad Data - Fetch live stock market data

Fetch live stock market data data using python

Fetch live stock quote from new NSE website using jugaad-data

Simple python script to fetch live stock quotes from new NSE website.

Jugaad Data

Jugad data is a Python library to download historical data for Indian stock market and Indian economy

Jugaad Data - Download historical stock market data

Download historical stock market data using python

Jugaad Data - Fetch Economic Data from RBI

Fetch economic data such as policy rates, deposit rates, T-Bill rates etc. from RBI website using python

Benefits of patience in investing - maximize returns while reducing risk over long term

This blog post is inspired by the book Coffee can investing, we will see how patient investors are rewarded with higher returns at much lower risk

Monthly returns over 3 decades - Monthly returns heatmap

Cool visualization to analyse monthly nifty returns over 3 decades using heatmap

Calculate pair stats

Calculate mean, standard deviation and cdf of the ratio for the pair

Identify correlated stocks from F&O stock list

Download data for all the stocks traded in F&O, calculate the correlation matrix on close price and finally filter stocks with high correlation

Implementing pair trading strategy with python

A series of articles explaining how to implement a pair trading strategy with python using jugaad-data

Test the strategy

We take the pair stats calculated in last section and make trading decisions based on these stats.

Fetching Stock Data From Cloud

Download NSE data in AWS, GCP or any other cloud platform using Judaad Data where NSEpy fails