In this Python Programming video, we will be learning how to download and analyze real-world data from the 2019 Stack Overflow Developer Survey. This is terrific practice for anyone getting into the data science field. We will learn different ways to analyze this data and also some best practices. Let’s get started…
How to Write Python Scripts to Analyze JSON APIs and Sort Results
In this Python Programming Tutorial, we will be learning how to grab data from a JSON API, parse out the information we want, and then sort the data using a custom key. The API we will be using is a JSON API for Homebrew Packages and we will be sorting the packages by their popularity. We cover a lot of topics in this tutorial. We will be using the Requests Library, converting to/from JSON, reading and writing to files, writing our own sorting function, and more. Let’s get started…
Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough
In this Python Tutorial, we will be learning how to install, setup, and use Jupyter Notebooks. Jupyter Notebooks have become very popular in the last few years, and for good reason. They allow you to create and share documents that contain live code, equations, visualizations and markdown text. This can all be run from directly in the browser. It is an essential tool to learn if you are getting started in Data Science, but will also have tons of benefits outside of that field. Let’s get started…