Matplotlib vs. Plotly: Let’s Decide Once and for All

Deep comparison of Matplotlib vs. Plotly in terms of seven key aspects. Learn which library is superior across all categories.

Automate Your Mundane Excel Reporting with Python

Excel is powerful and it’s everywhere. But it’s also repetitive and manual. Sure, you could use tools like VBA to automate reporting, but using a general-purpose language like Python allows you to…

Data Mesh: Topologies and domain granularity

The past year at Microsoft has been interesting to say the least! I’ve participated countless customer conversations, workshops and architecture design sessions. During these customer interactions…

A Simple Guide to String Formatting in Python Using f-strings

Take string formatting to the next level with f-strings. “A Simple Guide to String Formatting in Python Using f-strings” is published by Frank Andrade in Towards Data Science.

How You Can Make Pandas Joins 5 Times Faster

Working with real-world datasets has always intrigued Data Scientists to build optimized, efficient, and accurate systems at scale. Undoubtedly, optimization is the key to triumph in building…

How Writing SQL Could Get a Whole Lot Easier With NLQ

What is the most intuitive, efficient, and least mentally draining way to ask a question? It is using the simplest words possible in your own language. Modern search engines such as Google has made…

How I tested the Hungarian Election for fraud using Benford’s law

I recently stumbled upon a concept called Benford’s law. I was listening to a danish podcast — and the host introduced the concept that if you sum up the first digit of each number in a dataset, the…

Performing Data Validation at Scale with Soda Core

An in-depth look into the past and present of data validation, and how you can leverage today's tools to ensure data quality at scale.

Modularise your Notebook into Scripts

Hello World! In this article, I will present a simple guide on modularising your notebooks into executable scripts. Previously Geoffrey Hung shared an extremely comprehensive article on how you can…

How to Create Slick Math Animations Like 3Blue1Brown in Python

Learn the nitty-gritty details of creating slick, beautiful and insightful math animations like 3Blue1Brown in Python in this comprehensive Manim tutorial.