Python

• Plotting with Seaborn - Part 3: Multivariate Visualization (18 Sep 2021)
  What happens when you need to make the same comparison across twenty different categories? Part 3: FacetGrid, PairGrid, and small multiples.


• Plotting with Seaborn - Part 2: Distributions & Statistical Plots (07 Sep 2021)
  Beyond displaying values: understanding distributions, finding outliers, and comparing groups statistically. Part 2: distributions and statistical plots.


• Plotting with Seaborn - Part 1: Foundations & Essential Plots (23 Aug 2021)
  Matplotlib gives you control over every pixel, but that control costs time. Seaborn handles the tedious work. Part 1: foundations and essential plots.


• GitHub Crawler: Beyond Basic Scraping (04 Jul 2021)
  When scraping makes sense, when it doesn't, and how to do it responsibly. Building a GitHub user crawler with async programming.


• Introduction to Web Scraping with Python (25 Jun 2021)
  An introduction to extracting data from the web. HTML structure, DOM traversal, and building a working crawler with Python and BeautifulSoup.