For Future Me (And You) – Matthew Harris

Bayesian AB Testing with PyMC

analysis

Bayes

Python

PyMC

Using PyMC to analyze A/B test results.

SQL Analysis with {duckdb}

SQL

R

F1

Revisiting an old analysis using {duckdb}.

The Rise of the Cinematic Superhero

analysis

api

R

What actors haven’t been in a superhero film?

Creating a table with {gt}

gt

R

Summarizing real estate data with the {gt} package.

Nintendo Switch Games - 2022

ggplot2

web scraping

video games

Tableau

R

Nintnendo Switch video game release trends.

Custom {ggplot2} palettes

ggplot2

video games

R

Creating a color palette that can be used for ggplot2 color and fill scales.

Scraping pet shelter data with Python

analysis

web scraping

R

Python

Using Python and the Scrapy library to crawl a pet adoption website.

The struggle to find a PS5

analysis

video games

R

The struggle is real.

Arlington County Open Data - The dogs of Arlington

analysis

api

Visualizing recent dog adoptions.

Batch exporting plots in R

purrr

R

Exporting multiple plots created by {ggplot2}

Apple Health Data - Workout Activity

health

analysis

R

Analyzing my recent run activity.

{purrr} and Excel

purrr

Excel

R

Using {purrr} to automate Excel document creation.

Animating Plots in R

analysis

ploty

animation

R

Using {plotly} to animate plots in R.

Welcome To My Blog

news

Thanks for checking out my blog! This site will be used to post various tips on conducting data analysis with R and Python.