Lately I’ve been publishing screencasts demonstrating how to use the tidymodels framework, from first steps in modeling to how to tune more complex models. Today, I’m exploring a different part...continue reading.
Nothing beats the bar plot for fast data exploration and comparison of variable values between different groups, or building a story around how groups of data are composed. The ability...continue reading.
Part 1 of this blog series discussed how to:apply for free academic license of H2O.ai automated machine learning (AutoML) platform Driverless AI,spin up a VM with budget-oriented cloud provider Paperspace...continue reading.
Previously in this series: The “lost boarding pass” puzzle The “deadly board game” puzzle The “knight on an infinite chessboard” puzzle The “largest stock profit or loss” puzzle The “birthday...continue reading.
A few times in this series, I’ve wanted to display part of a dataset, such as key variables, like Title, Rating, and Pages. The tidyverse allows you to easily keep...continue reading.
In our recent post about saving R graphics, it became obvious that achieving consistent graphics across platforms or even saving the “correct” graph on a particular OS was challenging. Getting...continue reading.
A new release of pins is available on CRAN today. This release adds support to time travel across dataset versions, which improves collaboration and protects your code from breaking when...continue reading.
Hello and welcome to this new issue! Release Date: 2020-04-13 This week’s release was curated by Ryo Nakagawara, with help from the RWeekly team members and contributors. {gt 0.2.0}: Easily...continue reading.
Sharing some of my favorite data science and data foundation books for young kids!continue reading.
This blog post shows how to make bar plots and area charts. It’s mostly a list of recipes, indented for myself. These are plots I have often to do in...continue reading.
This blog post shows how to make bar plots and area charts. It’s mostly a list of recipes, indented for myself. These are plots I have often to do in...continue reading.
In the last several tutorials, we’ve been analyzing and working with covid-19 data. This is the second week of April, and the covid-19 epidemic has become a worldwide crisis. In...continue reading.
The United States Centers for Disease Control (CDC from now on) has setup two new public surveillance resources for COVID-19. Together, COVIDView and COVID-NET provide similar weekly surveillance data as...continue reading.
Today, we’ll start digging into the wonderful world of joins! The tidyverse offers several different types of joins between two datasets, X and Y:left_join – keeps all rows from X...continue reading.
R is known for it’s amazing graphics. Not only ggplot2, but also plotly, and the other dozens of packages at the graphics task view. There seems to be a graph...continue reading.
We’re happy to announce that usethis 1.6.0 is now available on CRAN. usethis is a package that facilitates interactive workflows for R project creation and development. It’s mostly focussed on...continue reading.
Background Given present circumstances in in the world, I thought it might be nice to write a post on a lighter subject. Recently, I came across an interesting Kaggle dataset...continue reading.
This could have easily been a post about a function beginning with the letter I. But I wanted to take the opportunity to share some the resources that really helped...continue reading.
This post is the latest in a series of post leading up the the dplyr 1.0.0 release. So far, the series has covered: Major lifecycle changes. New summarise() features. select(),...continue reading.
I hate to be the one to break it to you, but the average customer shouldn’t be that important to you. I’m not writing this to repeat the marketing rhetoric you hear...continue reading.
GIS / R / R News / Shiny / Visualization
Interactive visualization of geospatial data with R Shiny
April 17, 2021
