Want to calculate the standard deviation of a column in your Pandas DataFrame? In case you’ve attended your last statistics course a few years ago, let’s quickly recap the definition of variance: it’s the average squared deviation of the list elements from the average value. You can do this by using the pd.std() function that … Read more
Imagine the following scenario: You work in law enforcement for the US Department of Labor, finding companies that pay below minimum wage so you can initiate further investigations. Like hungry dogs on the back of a meat truck, your Fair Labor Standards Act (FLSA) officers are already waiting for the list of companies that violated … Read more
This article shows you how to calculate the variance of a given list of numerical inputs in Python. In case you’ve attended your last statistics course a few years ago, let’s quickly recap the definition of variance: it’s the average squared deviation of the list elements from the average value. So, how to calculate the … Read more
Don’t Be Mean, Be Median. This article shows you how to calculate the average of a given list of numerical inputs in Python. In case you’ve attended your last statistics course a few years ago, let’s quickly recap the definition of the average: sum over all values and divide them by the number of values. … Read more
Some coders possess laser-like code understanding skills. They look at a piece of source code, and the meaning pops immediately into their great minds. If you present them with a new code snippet, they’ll tell you in a few seconds what it does. Since I’ve started to train this skill of rapid code understanding in … Read more
This is a tutorial video from my new book “Python One-Liners” with NoStarch press (San Francisco 2020). Grab your Python One-Liner Superpower now! (Amazon Link) Here’s the code that shows you how to sample a two-dimensional Python list—including only every other list element in the resulting two-dimensional Python list. All of this happens in a … Read more
The runtime complexity of the len() function on your Python list is O(1). It takes constant runtime no matter how many elements are in the list. Why? Because the list object maintains an integer counter that increases and decreases as you add and remove list elements. Looking up the value of this counter takes constant … Read more
This Python One-Liner is part of my Python One-Liners book with NoStarch Press. Here’s the code from the video: Try It Yourself: Related Articles: Python Slicing Ternary Operator in Python Lambda Function Find Function
The most important collection data type in Python is the list data type. You’ll use lists basically in all your future projects. So take your time and invest a good hour or so to study this guide carefully. Overview — Creating a List in Python There are many ways of creating a list in Python. … Read more
Why should you create your own coding business? Creating a coding business is not for everyone. If you go into this with the mindset of “trying this online business thing”, you won’t be successful. Beginning your coding business is hard work. Your initial work will be unpaid. And you must do it while you’re also forced … Read more
Every computer scientist loves sorting things. In this article, I’ll show you how you can modify the default Python sorting behavior with the key argument. Definition and Usage: To customize the default sorting behavior of the list.sort() and sorted() method, use the optional key argument by passing a function that returns a comparable value for … Read more
In this article, you’ll learn the ins and outs of the sorting function in Python. In particular, you’re going to learn how to sort a list of dictionaries in all possible variations. [1] So let’s get started! How to Sort a List of Dictionaries … … By Value? Problem: Given a list of dictionaries. Each … Read more