Sometimes, it’s important to know if a process, like an installation, is still running or not. While we can represent progress with numbers, it’s easier to understand with a visual progress bar. In this tutorial, we’ll learn how to create progress bars in Python using tqdm library, customize them, and view them in our command …
Mastering Python Progress Bars with tqdm: A Comprehensive Guide Read More »
Ever wondered how your favorite chat applications stay connected? Or how you receive instant notifications on your smartphone? Enter the world of WebSockets. In an era of uninterrupted connectivity and real-time information flow, understanding WebSockets can give you a competitive edge. In this article, we will introduce WebSockets and how to develop a simple WebSocket …
Discord is a popular communication platform initially developed for gamers but now other communities use it too. It allows users to create and join servers, like virtual meeting places where people can chat, voice call, and share media with one another. Let us make our discord bot play audio from YouTube. To make your Discord …
Making Your Discord Bot Play YouTube Audio: A Step-by-Step Guide Read More »
As developers, we frequently need to process and analyze data stored in arrays. One of the most fundamental and useful array processing techniques is reducing multiple values into a single aggregate outcome. This proves invaluable across many domains, including finance, analytics, image processing, and game development. Among array aggregation methods, summing all elements is particularly …
Reducing an Array by Summation in Python: 4 Approaches Read More »
When working with files in Python, it’s often necessary to manipulate the file names and extensions to perform various tasks such as renaming or processing files. However, extracting the filename without the extension from a given path can be tricky. Fortunately, python provides a straightforward way to achieve this using the os.path module and also …
Extracting Filename without Extension from a File Path in Python Read More »
In Python, we can measure the strength and direction of the association between two variables this statistical measure is known as Spearman correlation. It does not assume a linear relationship between the variables or that the variables are normally distributed. We compare the ranks of the values of the two variables being compared. It measures …
In this article, we make ourselves familiar with one more file type the Stata files in Python which come with several extensions(.dta,.ado,.do,.smcl, etc explained below). We also look at different methods to return a dictionary associating each variable name with the corresponding label. Understanding Stata Files Academic and research communities widely use Stata software a …
Working with Stata Files in Python: Reading Variable Labels with Pandas Read More »
To read data from fixed-width formatted text files to DataFrame, pandas have introduced a function called read_fwf().So what are fixed-width formatted text files? Fixed-width formatted text files are files where each field in a row has a fixed width or fixed number of characters. These types of files were primarily used in legacy systems for …
In statistics, Bootstrap Sampling is a method that involves retrieving of subset data repeatedly with replacement from a vast data source to calculate a population parameter. Sampling is the process of selecting a subset or smaller dataset from a vast collection of data to calculate a certain characteristic of the entire data set. Sampling with …
Let us get familiar with an interesting approach to retrieving the week number in python. As we know Python has provided us with many useful and easy functions to get our desired output, one of them allows us to get the current week, specified week, or a range of week numbers via isocalendar() functions of …