PinnedCliff ChewAre Singapore public homes still cheap? I crunched the data to find out!A few weeks ago, I updated my analysis on the rising number of million dollar public homes in Singapore in 2024. Not only did we continue…Mar 122Mar 122
PinnedCliff ChewI analysed all 29,000+ Skill Futures courses in Singapore, and this is what I foundBackgroundMar 8Mar 8
Cliff ChewUsing Python Polars — My (Late) 2024 ReviewAbout a year ago, I heard about Polars, a new data processing Python package written in Rust that is much faster than Pandas. Back then…Sep 25Sep 25
Cliff ChewComparing Public and Private Home Transactions in SingaporeIt has been a long while since I wrote a new Medium or SubStack post, because I have been busy writing code that enables every Singaporean…Aug 27Aug 27
Cliff ChewWhat I learned from my Full-Stack Engineering Side Project as an Analytics ConsultantPreviously, I wrote about my analytics side project that I felt got me into the analytics industry. Now, I want to talk about another…May 6May 6
Cliff ChewThe project that kickstarted my analytics careerMy Python programming journey started in 2012, where I took two online courses on it, one from Coursera and one from MIT. While both…Apr 8Apr 8
Cliff ChewReflecting on Skills from a life of learningThere has been so much discussion on skills in Singapore for the past few years that I decided to analyse all 29,000+ Skill Futures courses…Mar 20Mar 20
Cliff ChewData exploration on the most accessible Singapore hotels by public transport — Part 2In this post, I share my attempt to solve the missing public transport routing issue from the OneMap Routing API, so as to calculate a…Feb 28Feb 28
Cliff ChewIdentifying the most accessible Singapore hotel with (geospatial) dataTourism is a huge contributor to our Singapore economy, but I reckon Singapore domestic tourism was largely non-existence, until Covid-19…Feb 19Feb 19
Cliff ChewSingapore Million Dollar Public Homes — 2024 Analysis UpdateIn Oct 2022, I analysed 20 years of Singapore public housing data, and found an increasing trend of million dollar public homes sold from…Feb 2Feb 2
