Explore and visualize (nearly) any locations in Indonesia

DKI Jakarta Map via Plotly (Image by Author)

Plotting geospatial information for Non US locations poses many challenges, ranging from data availability to the heavy lift in data preprocessing. For instance, shapely format for the vector is not always guaranteed, and even so the granularity might not be sufficient.

For a country as vast as Indonesia, having the ability to do spatial analysis at scale can have tremendous benefits for both scholarly and professional work. Therefore, when I came across this GitHub repo with village level GeoJSON granularity (taken from Duscapil), my first response is to fork it.

My aim is simple: to try and make it so…

Bridging the geometric data available in GeoJson.io into analytics use cases.

Photo by delfi de la Rua on Unsplash

Working in Analytics space for a ride hailing tech company, often I realize information available in spatial/GIS format can provide unique insights easily miss-able in conventional data analysis. For example, instead of looking at time series on city level, being able to observe trends on certain geographical boundaries can help us localize anomalies and draw better insights (i.e what happen to trips from and to malls during pandemic? similarly, what happens to residentials during long holiday?)

While the engineering team has developed s2 library which divided spatial map into…

“How many each day, if any, do you spend in true quiet?” — Thich Nhat Hanh

Photo by Johannes Plenio on Unsplash

We are what we consume. Unfortunately, for many of us, it doesn’t take literal starvation to consume poorly. How often do we pause and reflect on what drives the decision?

Here are interesting facts. According to WHO, the worldwide prevalence of obesity nearly tripled between 1975 and 2016 — that’s 1.9 billion adults in 2016 alone (in 2021 it’s most certainly higher especially among children due to pandemic).

Over-consumption can be in intake of information too. Daily social media consumption jumps from 90 minutes…

“Nobody cries at the end of a movie about a guy who wants a Volvo.” — Donald Miller, a Million Miles in a Thousand Years

Photo by Marek Piwnicki on Unsplash

At some point in life, you’ll come across a rather existentialist question: “You’re alive and chances are you’re gonna be alive for a while. So what now?”

If you’re like most people, these questions can sometimes lead to a crisis and if you happen to be in your 20s — a quarter life one. What is there to life, really? Some others might’ve been lucky to discover their truth quickly. For quite handful of people…

The windblume festival is coming to an end. It’s been a while since our Traveler first came to Teyvat. With Genshin Impact revenue just exceeded $1 billion this march, so much also had happened during our time exploring Mondstadt and journeying to Liyue. From rescuing Dvalin, protecting the Jade Chamber, helping Ella Musk practice Hilicurlian, paying tribute to the Adeptus, to ‘taking care’ of Timmie’s birds... you name it.

With as many as 30 playable (uhm, gacha-able) characters and its ever expanding world, we sure have a lot to cover. The depth of combat system and the numerous stats of…

Content : *****
Character : *****
Insights : *****
Re-read value : Definitely
Would recommend it for : Anyone, especially those too busy with life

It is only with the heart that one can see rightly; what is essential is invisible to the eye ” — The Little Prince

The first time I came across Antoine de Saint Exupery’s book is when I read this book. It was early morning at 4 AM, not a usual time to start reading and sure enough, it was a mistake. I couldn’t put it down. Before I knew it, I’d finished the…

Taufiq Bashori

Analytics in Tech Startup. Big Data enthusiast & book reader (mostly non fiction). Contact: taufiqbashori@gmail.com

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store