
Singapore Traffic Updates
Traffic Updates, Road Closures & Road Works in Singapore are published on LTA OneMotoring website. To understand the traffic conditions...
Jul 6, 2024

SkillsFuture Singapore (SSG) API
Public can create an account to get data related to courses published on the SkillsFuture Singapore website via their API. This notebook...
Apr 14, 2023

Interpreting Covid-19 charts
"The numbers have no way of speaking for themselves. We speak for them. We imbue them with meaning." - Nate Silver, The Signal and the...
Jul 24, 2021


Sample size and correlation
A typical question faced is how much data is considered enough. The answer is it depends. First and foremost, we need to know what...
May 7, 2019

YouTube data analysis - Python
There are various data items, such as channel name, title of video, and number of views, likes, dislikes, and comments, that can be...
Apr 24, 2019

From data to insights: Waste statistics
Environmental protection has always been a topic close to my heart as I'm a nature lover. In the recent years, I could feel the effects...
Jan 23, 2019

Analyzing train travel times and fares in Singapore
I set out to try to understand the accessibility of different train stations in Singapore and how travel times and fares vary by...
Nov 5, 2018

Crisis Risk Dashboard - Product - Tableau
This is Part II of a two-part post. Part I outlines the process of presenting the data using Tableau and Part II delves into insights...
Sep 7, 2018

Singapore's Heartbeat
​As Singapore's National Day is coming up, I decided to put together a data viz to better understand how much we have changed across the...
Jul 19, 2018

Rescuing Veggies with Data Science
It's always exciting when the data visualization or analysis you did is used to push forward a movement or a cause. Most would agree this...
Jul 3, 2018