Blog Entries
Geocoding Gone Wrong
How I messed up my geocoding by not checking my work.
An Introduction to Web Scraping Using rvest
Web scraping data with rvest to enhance the information in the Tombstone Project.
TidyTuesday 36: Visualizing Worker Demographic Information with Treemaps
Using treemap and d3treeR to create static and dynamic treemaps
TidyTuesday 35: Exploring Fair Use Cases
Using stringr::str_detect() functions to explore why variables from different datasets don’t exactly match.
TidyTuesday: Exploring Refugee Flow with A Sankey Diagram
TidyTuesday 34: Looking at the United Nations High Commissioner for Refugees data with a Sankey Diagram. Diagram created with networkD3 in R.
Mapping for the Tombstone Project
Methods for dealing with overlapping points and then styling a leaflet map with various labels and pop-ups.
Tidy Tuesday Twofer (32 and 33)
Looking at how heat levels increase on the show The Hot Ones. Then doing some EDA on a data set on spam emails.
Data Cleaning for the Tombstone Project
Using StringR to clean a human created excel sheet full of typos and formatting inconsistencies. Then matching excel data to photo names.
States
Using GWalkR to create an interactive exploratory data analysis window similar to Tableau.
A Heatmap of James Lind’s Scurvy Study
Making a Heatmap of James Lind’s Scurvy Study using ggplot. Data cleaning and reformating handled through tidyverse packages.
TidyTuesday Week 28: Global Surface Temperature
Making an animated graph of global temperature change over time with gganimate.
TidyTuesday Week 27: Historical Markers
TidyTuesday: Interactive Map of Arlington Historic Markers
Tidy Tuesday Revisited: Interactive Map of Arlington Historic Neighborhoods
TidyTuesday: Interactive Map of Historic Neighborhoods of Arlington Virginia
Tidy Tuesday: US Populated Places
TidyTuesday: Historic Neighborhoods of Arlington Virginia
TidyTuesday Week 25: UFO Sightings Redux
TidyTuesday: UFO Sightings
TidyTuesday Week 18: Portal Project
TidyTuesday: Rodents of Portal Arizona
TidyTuesday Week 17: London Marathon
TidyTuesday: Exploring the London Marathon
TidyTuesday Week 16: Neolithic Founder Crops
TidyTuesday: Exploring early agriculture in SW Asia
Credit Card Fraud: A Tidymodels Tutorial
An Imbalanced Class Problem
A Tidymodels Tutorial: A Structural Approach
Exploring the different steps for modeling
30 Day Chart Challenge- Endangered Species
How many species have been delisted?
30 Day Chart Challenge- Flora and Fauna
How Large are Different Types of Turtles?
30 Day Chart Challenge -Arlington Parks
Who Owns the Parks in Arlington Virgina?
One Class SVM
One Class SVM for Imbalanced Classes
Tidy Tuesday: Daylight Savings Time
TidyTuesday: Exploring Time Zones and Daylight Savings Time
TidyTuesday Week 12: Programming Languages Revisited
TidyTuesday: Polishing
TidyTuesday Week 12: Programming Languages
TidyTuesday: How to comment in Various Programming Languages
