Statistics,
Data Visualization,
& Code

Projects

Chi-Square prop testing

Functions to run significance testing across lists and dataframes, then putting the results into a gt table

Code for scraping various sites

Getting YouTube subtitles

Writing a script to get YouTube subtitles and all other data about a video

Available datasets, updated as I find them

Consistent Signals

Assessing consistency of colors in brand advertising

Extracting data from a pdf

An example of how to read in and clean data from a pdf

Using Google Trends

Standardizing google trends data to see changes in interest for plant-based milks across time

Code Snippets

Working in the tidyverse

Tips and tricks for working in the tidyverse

Last updated on Oct 11, 2024 12 min read dplyr, tidy, tidyverse

Using ggplot to create nice maps

Last updated on Apr 8, 2024 8 min read DataViz, ggplot, mapping

General Tips for R

Tips and Tricks for R and RStudio

Last updated on Feb 24, 2024 6 min read R

Regular Expressions in R

Working with strings and regex

Last updated on Nov 2, 2023 5 min read regex, strings

Code snippets for better graphing in R

Last updated on Oct 24, 2024 12 min read DataViz, ggplot, graphing

Notes on scraping with R

Last updated on Oct 12, 2023 5 min read rvest, scraping

Getting data into tidy format - both long and wide

Last updated on Nov 21, 2022 24 min read pivot, R, tidy, tidyverse

Using reticulate within R

Last updated on Sep 28, 2023 3 min read reticulate, python, R

Building clean tables with a few different packages

Last updated on Oct 3, 2023 15 min read tables, DT, gt, kableExtra

Reading data into R

Methods to get data into R

Last updated on Dec 18, 2021 4 min read data ingest, purrr

Taylor Grant

Group Director, Strategy & Analytics

Goodby Silverstein & Partners