What is Web Scraping?

Web scraping is a technique used to extract data from websites. It involves the automated collection of information from web pages using a program or script. Web scraping is commonly used by businesses, researchers, and individuals to gather data for…

How to Make Pandas 2.0 Up to 30x Faster

How to Make Pandas 2.0 Up to 30x Faster

Pandas is a popular library for data manipulation and analysis in Python. However, as datasets grow larger, Pandas can become slow and inefficient. In version 1.0, Pandas introduced a new feature called the “Extension Array Interface” which allows for custom…

Story – Python Delete File

Alex, the Python developer, had completed his project successfully and was about to submit it to his manager. He had tested the project thoroughly, and it worked without any errors. But before submitting it, he realized that he had some…

Story – Python Create File

After working with file reading and writing for some time, Alex had decided to create his own file using Python. He wanted to store some important information in a file and access it later. He knew that creating a file…

Story – Python File Open

After spending hours coding, Alex finally managed to create a program that analyzes data and returns useful insights. However, he soon realized that the program requires him to input a lot of data manually each time he wants to run…

Story – Python String Formatting

Once upon a time, Alex had completed his Python course and was working on a project that involved dealing with a lot of strings. He was finding it tedious to manually concatenate strings and format them correctly. That’s when he…