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Tidygeocoder v1.0.3 is released on CRAN! This release adds support for reverse geocoding (geocoding geographic coordinates) and 7 new geocoder services: OpenCage, HERE, Mapbox, MapQuest, TomTom, Bing, and ArcGIS. Refer to the geocoder services page for information on all the supported geocoder services.
Tidygeocoder v1.0.2 “Yodeling Yak” is now on CRAN. This release adds support for the popular Google geocoder service (thanks @chris31415926535) and also includes several bugfixes and enhancements. Refer to the changelog for details on the release and to the tidygeocoder homepage for a comparison of all supported geocoder services.
Introducing Tidygeocoder 1.0.0
Tidygeocoder v1.0.0 is now live on CRAN. There are numerous new features and improvements such as batch geocoding (submitting multiple addresses per query), returning full results from geocoder services (not just latitude and longitude), address component arguments (city, country, etc.), query customization, and reduced package dependencies.
Deploying R Markdown Online
R Markdown is a great tool for creating a variety of documents with R code and it’s a natural choice for producing blog posts such as this one. However, depending on which blog software you use, you may run into some problems related to the file paths for figure images (such as ggplot charts) which will require tweaks in your R Markdown workflow.
Data Science Essentials
One the greatest strengths of R for data science work is the vast number and variety of packages and capabilities that are available. However, it can be intimidating to navigate this large and dynamic open source ecosystem, especially for a newcomer. All the information you need is out there, but it is often fragmented across numerous stack overflow threads and websites.
Practical Tidy Evaluation
Tidy evaluation is a framework for controlling how expressions and variables in your code are evaluated by tidyverse functions. This framework, housed in the rlang package, is a powerful tool for writing more efficient and elegant code. In particular, you’ll find it useful for passing variable names as inputs to functions that use tidyverse packages like dplyr and ggplot2.
Geocoding with Tidygeocoder
Tidygeocoder is a newly published R package which provides a tidyverse-style interface for geocoding. It returns latitude and longitude coordinates in tibble format from addresses using the US Census or Nominatim (OSM) geocoder services. In this post I will demonstrate how to use it for plotting a few Washington, DC landmarks on a map in honor of the recent Washington Nationals World Series win.
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