Publications by Nathaniel Schmucker
How to make a reprex
What is a reprex? A reprex is a REPRoducible EXample. Although frequently referred to as a reprex, what we desire is more properly called a minimum reproducible example. This is example code. The purpose of a reprex is to illustrate a particular outcome. The reader should know what outcome to expect. The reprex should do that one thing, and only ...
5287 sym R (915 sym/6 pcs)
4 R projects to form a core data analyst portfolio
IntroductionThe job market for data analysts is large and highly competitive. Many companies, including companies not traditionally classified as “tech” or “coding” companies are looking to hire people with analytical coding experience. Yet, the numbers of applicants seems to be rising even faster. It’s a competitive market and you want...
6343 sym
Visualizing geospatial data in R—Part 1: Finding, loading, and cleaning data
Introduction This is part 1 of a 4 part series on how to build maps using R. How to load geospatial data into your workspace and prepare it for visualization How to make static maps using ggplot2 How to make interactive maps (pan, zoom, click) using leaflet How to add interactive maps to a Shiny dashboard One of the benefits of R is its large e...
13563 sym R (9478 sym/9 pcs) 6 img
Visualizing geospatial data in R—Part 2: Making maps with ggplot2
IntroductionThis is part 2 of a 4-part series on how to build maps using R.How to load geospatial data into your workspace and prepare it for visualizationHow to make static maps using ggplot2How to make interactive maps (pan, zoom, click) using leafletHow to add interactive maps to a Shiny dashboardReview: Load and clean data With minimal commen...
11204 sym R (7575 sym/10 pcs) 16 img
Visualizing geospatial data in R—Part 3: Making interactive maps with leaflet
IntroductionThis is part 3 of a 4-part series on how to build maps using R.How to load geospatial data into your workspace and prepare it for visualizationHow to make static maps using ggplot2How to make interactive maps (pan, zoom, click) using leafletHow to add interactive maps to a Shiny dashboardIn this post, we will learn how to make interac...
12778 sym R (6749 sym/10 pcs) 18 img
Visualizing geospatial data in R—Part 3: Making interactive maps with leaflet
IntroductionThis is part 3 of a 4-part series on how to build maps using R.How to load geospatial data into your workspace and prepare it for visualizationHow to make static maps using ggplot2How to make interactive maps (pan, zoom, click) using leafletHow to add interactive maps to a Shiny dashboardIn this post, we will learn how to make interac...
12778 sym R (6749 sym/10 pcs) 18 img