Tag: Pandas

Beginner Python Tutorial: Analyze Your Personal Netflix Data

How much time have you spent watching The Office on Netflix? Find out with this entry-level tutorial on analyzing your own Netflix usage data!

Tutorial: Web Scraping with Python Using Beautiful Soup

Web scraping allows us to extract information from web pages. In this tutorial, you’ll learn how to perform web scraping with Python and BeautifulSoup.

Do You Post Too Much? Analyze Your Personal Facebook Data with Python

As of Q2 2020, Facebook claims more than 2.7 billion active users. That means that if you’re reading this article, chances are you’re a Facebook user. But just how much of a Facebook user are you? How much do you really post? We can find out using Python! Specifically, we’re going to use Python to […]

How to Use Jupyter Notebook in 2020: A Beginner’s Tutorial

Use this tutorial to learn how to create your first Jupyter Notebook, important terminology, and how easily notebooks can be shared and published online.

Tutorial: Add a Column to a Pandas DataFrame Based on an If-Else Condition

When we’re doing data analysis with Python, we might sometimes want to add a column to a pandas DataFrame based on the values in other columns of the DataFrame. Although this sounds straightforward, it can get a bit complicated if we try to do it using an if-else conditional. Thankfully, there’s a simple, great way […]

Pandas Cheat Sheet — Python for Data Science

Download a free pandas cheat sheet to help you work with data in Python. It includes importing, exporting, cleaning data, filter, sorting, and more.

Tutorial: Python Regex (Regular Expressions) for Data Scientists

In this tutorial, learn how to use regular expressions and the pandas library to manage large data sets during data analysis.

Excel vs Python: How to Do Common Data Analysis Tasks

What’s the difference between Excel and Python? In this tutorial, we’ll compare by looking at how to perform basic analysis tasks across both platforms.

How to Analyze Survey Data with Python for Beginners

Learn to analyze and filter survey data, including multi-answer multiple choice questions, using Python in this beginner tutorial for non-coders!

How Much Have You Spent on Amazon? Analyzing Amazon Data

How much have I spent on Amazon? That’s a scary question, but if you want to know the answer, here’s how you can find it…and a lot more!

Pandas Tutorial: Analyzing Video Game Data with Python and Pandas

Pandas is a Python library that can make data analysis much simpler. In this tutorial, we’ll use Python and pandas to analyze video game data.

Dataquest’s Philosophy: Building the Perfect Data Science Learning Tool

Learn how Dataquest’s philosophy sets our platform apart from other data science learning tools, and what we’ve learned from years of teaching data science.

Tutorial: Advanced For Loops in Python

If you’ve already mastered the basics of iterating through Python lists, take it to the next level and learn to use for loops in pandas, numpy, and more!

Python Machine Learning Tutorial: Predicting Airbnb Prices

Learn about machine learning in Python and build your very first ML model from scratch to predict Airbnb prices using k-nearest neighbors.

Data Cleaning and Preparation for Machine Learning

Learn data cleaning for a machine learning project by cleaning and preparing loan data from LendingClub for a predictive analytics project.