How to obtain stock market data and create visualizations(candlestick, OHLC, PnF etc.) in Python using mplfinance library — Mplfinance is a dedicated data visulization package from matlplotlib for visualizing financial data. Mplfinance enable visualization of financial data in the form of different types of charts- Candlestick chart, Renko Chart, OHLC chart, Point and Figure chart etc. with very few lines of code. …

A data driven approach to identify the best replacement for the injured Liverpool Center Back Virgil Van Dijk — TL;DR In this article, we scout for the best alternative for the injured Reds defender Virgil Van Dijk. The steps involved in the process is as follows: Data Collection: All relevant player stats are collected from fbref.com KPI Generation: Key Performance indicators are created for evaluation of players Data Wrangling: Data cleansing and feature engineering are performed Finding…

How could the EPL title race turn out with just three matches left to play. — We are nearing the end of another fabulous season of English Premier League. Manchester City and Liverpool have been playing top quality football for the entirety of the season and have left the rest of the pack miles behind turning the league into a two-horse race. The title race has…

A step by step guide on how to obtain Geographic data coordinates from photos using pillow library in python — Modern day digital cameras, mobile phones, laptops etc. stores metadata along with photos when it is taken. This data include EXIF data and other critical information including the GPS data, data related to the device etc. In this article we will see how to obtain the GPS Information from photos…

How to extract the metadata from images using Pillow Library — What is EXIF data? EXIF stands for ‘Exchangeable Image File Format’ and refers to the basic metadata that is generated and stored by your camera whenever you take a photo. EXIF data in photography is generally used to refer the aperture, shutter speed, ISO, metering, white balance, camera model, lens specifications etc. of a…

A data-driven attempt in predicting English Premier League results using xG Statistics — Expected Goals or xG is the parameter used for prediction. If you are interested in understanding the algorithm for prediction, I recommend that you check out this article where it is explained in detail. Analysis up to Game Week 7 After GW13, the league appears to be a three horse race. Blues are on the top…

A data-driven attempt in predicting English Premier League results using xG Statistics — Expected Goals or xG is the parameter used for prediction. If you are interested in understanding the algorithm for prediction, I recommend that you check out this article where it is explained in detail. Analysis up to Game Week 7 Going into the international break, after GW7, the Blues are on the top of the table…

Querying tokens using Web3.py library — Web3.py is a python library which can be used to interact with Ethereum blockchain. This is the fourth part of Web3.py tutorial, you can check the previous articles in the series below: Interacting with Etherium Network in Python using Web3.py : 1 How to connect to Etherium blockchain and view details of blocks and transactions using Web3.py librarymedium.com

How to find the balance of any address using Web3.py library — Web3.py is a python library which can be used to interact with Ethereum blockchain. This is the third part of Web3.py tutorial, you can check the first and second parts below: Interacting with Etherium Network in Python using Web3.py : 1 How to connect to Etherium blockchain and view details of blocks and transactions using Web3.py librarymedium.com