R

CK Cafe: Using Association Rules to Find Basket of Goods

In this lab session, I share how to use apriori algorithm for association mining. The goal is to find useful causal and association rules which can help in designing promotions for the company. Plus, you get to see what’s served at an Indian cafe.

Script monkey! 🐒

Use a Script Monkey in your codebase at all locations where you need to change things manually. All that involves is writing an extra comment saying ‘Script Monkey’. Later on, search for all monkeys in the script and make the changes. Simple.

The Ascribed Advantage

How does gender affects pay? In this short exploration, I use #tidytuesday dataset provided by UK Government to visualise gender gaps using R. And why are women working at churches paid 40% less bonus than men?

Next — Today I learnt About R

What is Next? A short and sweet curated collection of R-related works. Five stories. Four packages. Three jargons. Two tweets. One Meme. You can subscribe by providing your details here. Promise, no spams. Email address First name (Optional) Last name (Optional) By subscribing, you agree with Revue’s Terms of Service and Privacy Policy. If you are unsure, here are some editions that my readers loved.

Street Maps (of Some Cities)

Over the last few days, I dabbled with maps in R. Two days ago, I made a map of all the cities I’ve visited. Today, I thought to make street maps of some of them (and other cool cities).

Biggest Social Advertisers on Facebook

Facebook provides data on all ad funding related to social issues, politics and elections. Here is a simple plot and table to explore the most prominent advertisers.

Billionaires and Taxes

How much do the super rich really pay? Until now, the answer was unknown — thanks to privacy laws. Recently, tax returns of the super rich was leaked to ProPublica. I thought of exploring the billionaires and their tax rates.

I Web, Therefore I Exist

Slides, recorded lecture and additional resources around my talk on how to create and control your digital identity.

IndiaPIN: R Data Package

R Package for All India PIN Codes Directory with Latitude and Longitude Details (Updated: December 2021)

Today I Learnt

This is my digital kitchen sink. Basically a dump of cool things.

Is COVID-19 Data tampered?

Is there any evidence of tampering or manipulation in COVID-19 daily cases reported by countries? Using Benford analysis in R, I try to reach at some conclusion.

Dynamic GP: Application to Malaria Vaccine Coverage Prediction

We applied a dynamic Gaussian process model to predict coverage for novel Malaria vaccines in 78 countries. Using publicly available WHO data on coverage of nine vaccines, we developed localised models for countries grouped using the human development index (HDI). We deployed convolutions of standard GP models with weights determined using singular value decomposition of time-series response matrix.

Statistical Modelling and Analysis of the Computer-Simulated Datasets

My first academic publication: a peer-reviewed book chapter on statistical modelling using Gaussian processes. We reviewed several GP models and correlation structures, and methods to handle numerical instabilities due to near-singular matrices. Finally, we reviewed several algorithms developed specifically for analysing big data obtained from computer simulators.

Chai Kaapi

Analytics live project for a fast food chain in India