R

A revised benchmark of graphs / network computation packages featuring an updated methodology and more comprehensive testing. Find out how Networkx, igraph, graph-tool, Networkit, SNAP and lightgraphs perform

The serverless way - using Google Cloud Platform to deploy simple machine learning models via Cloud Run. A fun weekend project that analyses the twitter-verse

Tips and tricks to speed up R and plotly based web apps

Benchmark of 5 popular graph/network packages - Networkx, igraph, graph-tool, Networkit and SNAP

An exploratory analysis of a jobs posting dataset along with some tidbits on the Singapore hiring landscape

Part II in the network exploration of the Game of Thrones series. In this post, we combine the plots together and use gganimate to visualise relationships across all 5 books

A network exploration on the links between characters in the Game of Thrones series with the help of igraph and tidygraph

Chains, Forks, Colliders, paths and d-seperation - how DAGs can contribute to better causal inference

SG Dashboard is now released and updated with Q3's economic results

How should we choose the control group in a situation where we have multiple treatments and time periods? A simple statistical simulation exercise

An R shiny application with Leaflet

A tutorial on using Leaflet in R for geospatial visualisation

Exploring the changes in religious beliefs in Singapore between 2000 to 2015

Examining the spatial distribution of Singapore's population

The last installment of the Thesis Thursday series - some miscellaneous thoughts and lessons learnt over the past few months

updated the SG-Dashboard with 2Q 2017 numbers

In the previous post, I provided an exploratory analysis of the allrecipe dataset. This post is a continuation and details the construction of product weights from the recipe corpus

A first look at the recipe dataset scraped from allrecipes.com

Binscatter for R - a convenient plot to observe the relationship between two variables, especially when working with large datasets