Category Urban policy

Scraping house rentals

A script to scrape data from multiple house rental websites

RAO - Road Accessibility Optimiser

An R-Shiny based tool for solving the warehouse problem

COMeTS: Chennai Omnibus Metropolitan Transport System

A pre-feasibility study for a bus rapid transport system in Chennai

Category Model

Predicting Transfer Successes

Trying to predict successful transfers using VAEP

Intent vs. Outcome Based Models

Most models seem to be outcome based. What changes if try to incorporate intent?

xPo

A model to quantify the impact of a player's actions beyond just goals and assists.

Player Similarity Using Aggregated Data

Finding similar players using match level aggregated data, such as passes attempted during the game

Measuring Defensive Interactions

A model to quantify the impact of a player on preventing goals, passes, and carries from happening.

Event spatial similarities

And using them in various ways

CURD: Clustering using recursive division

Clustering categorical datasets

RAO - Road Accessibility Optimiser

An R-Shiny based tool for solving the warehouse problem

Category Others

CURD: Clustering using recursive division

Clustering categorical datasets

Montek

An R-Shiny based tool for running Monte Carlo simulations

Category Football

Predicting Transfer Successes

Trying to predict successful transfers using VAEP

Intent vs. Outcome Based Models

Most models seem to be outcome based. What changes if try to incorporate intent?

xG Based Infographics

Understanding how to use xG instead of just summing it up

Coda Bonito

An R library for football analytics which offers visualisations, simple models, and other things

Player Profile Visualisation

Data dense scouting report of players

xPo

A model to quantify the impact of a player's actions beyond just goals and assists.

Player Similarity Using Aggregated Data

Finding similar players using match level aggregated data, such as passes attempted during the game

Measuring Defensive Interactions

A model to quantify the impact of a player on preventing goals, passes, and carries from happening.

Passing Sonars Redesigned

A more informative, better visualisation

Event spatial similarities

And using them in various ways

Category Visualisation

xG Based Infographics

Understanding how to use xG instead of just summing it up

POV

An R library with some high and low level functions for 3D geometry in a ggplot2 compatible fashion

Player Profile Visualisation

Data dense scouting report of players

Passing Sonars Redesigned

A more informative, better visualisation

ggTimeSeries

A ggplot library for time series visualisation in R