Comparing the performance of pypolars and pandas — pandas was initially released in 2008 written in Python, Cython, and C. Today, we’re comparing the performance of this well-known library with pypolars, a rising DataFrame library written in Rust. We compare the two while sorting and concatenating a 25Mil-record data and also when joining two CSVs. Downloading Reddit Usernames data Let’s first download…

Want to write a technical book or document your project? Here I’ll walk you through how you can do that with python and sphinx. You can build content of tables that can contain sections to the chapters of your book. …

Trends in your hand — Social Analytics companies have been massively using twitter to get insights about whatever data they are interested in for brands, celebrities, etc. and also trending topics. …

Deploying a serverless application has become easier with Zappa. If you have a Flask application and you want to ship it quickly and host it on a public URL so that it can be accessed from the Internet, Zappa can help you with that. Zappa is a Python library that…

Social media is a great way to engage your audience and drive traffic to your website. We can’t ignore the impact of social proof when it comes to business. But how do you get the most out of your social media efforts into your blog posts that impact your business? …

Writing sequential (or synchronous) code is familiar to many programmers especially when they are getting started. It’s the kind of code that is executed one line at a time, one instruction at a time. In the asynchronous world, the occurrence of events is independent of the main program flow. This…

An in-depth tutorial on building the backend of a bookshop CRUD app — A CRUD app is a web app that allows you to create, read, update and delete things. It is a very common task in web development and very useful for learning how to build web apps. In this tutorial, you will learn how to build a CRUD application in Flask…

Easy way to get your favorite top 30 books — Reading is the fuel of so many skills you learn in life. You gain the most out of it by reading the best books. The best-seller list is one of the best ways to get a sense of what is worth reading and buying on a certain topic. Probably you…

Practical guides to building a reading habit — Reading is boring. I hate it. It sounds like a lot of mental processes like the physical effort of working out. I count the number of pages left in the lecture notes I have to read. The exam is in a few days. It’s frustrating. When should I finish these…