August 2018

IEEE Language Rankings 2018

August 8, 2018 | David Smith

Python retains its top spot in the fifth annual IEEE Spectrum top programming language rankings, and also gains a designation as an "embedded language". Data science language R remains the only domain-specific slot in the top 10 (where it as listed as an "enterprise language") and drops one place compared to ... [Read more...]

Leave-one-out subset for your ggplot smoother

August 8, 2018 | Nathan

I have a dashboard at work that plots the number of contracts my office handles over time, and I wanted to add a trendline to show growth. However, trendline on the entire dataset skews low because our fiscal year just restarted. It took a little trial and error to figure ... [Read more...]

Statistics Sunday: Highlighting a Subset of Data in ggplot2

August 7, 2018 |

Highlighting Specific Cases in ggplot2 Here's my belated Statistics Sunday post, using a cool technique I just learned about: gghighlight. This R package works with ggplot2 to highlight a subset of data. To demonstrate, I'll use a dataset I analyzed for a previous post about my 2017 reading habits. [Side note: ...
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Meta-packages, nails in CRAN’s coffin

August 7, 2018 | John Mount

Derek Jones recently discussed a possible future for the R ecosystem in “StatsModels: the first nail in R’s coffin”. This got me thinking on the future of CRAN (which I consider vital to R, and vital in distributing our work) in the era of super-popular meta-packages. Meta-packages are convenient, ...
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Notes from the 2018 APDU Conference

August 7, 2018 | Ari Lamstein

I recently attended the 2018 Association of Public Data Users (APDU) conference. This was my second time attending the conference, and I enjoyed learning more... The post Notes from the 2018 APDU Conference appeared first on AriLamstein.com.
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greybox 0.3.0 – what’s new

August 7, 2018 | Ivan Svetunkov

Three months have passed since the initial release of [crayon-5b6a25a3704bb539673860-i/] on CRAN. I would not say that the package develops like crazy, but there have been some changes since May. Let’s have a look. We start by loading both [crayon-5b6a25a3704ca424011901...
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New from RStudio: Package Manager

August 7, 2018 | Mark Sellors

One of the few remaining hurdles when working with R in the enterprise is consistent access to CRAN. Often desktop class systems will have unrestricted access while server systems might not have any access at all. This inconsistency often stems from security concerns about allowing servers access to the internet. ...
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ShinyProxy 2.0.1 is out!

August 7, 2018 | Open Analytics

ShinyProxy is a novel, open source platform to deploy Shiny apps for the enterprise or larger organizations. Embedding Shiny Apps Although Shiny apps are very popular for interactive data analysis purposes, many organizations communicated a need to more closely integrate these apps within larger applications and portals. In previous releases ...
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A Tour of RStudio

August 7, 2018 | George Mount

In a previous post I explained how to install RStudio, a popular integrated development environment for the R programming language. Open up RStudio for the first time and it might look like some mad scientist’s Mission Control. In this post I will walk through each pane and what it ... [Read more...]

The Growth of Soccer (1872 – Present)

August 6, 2018 | Stefan Gouyet

Soccer (football) is one of the world’s most popular sports, played and watched by millions of people all around the world. But while today it is played in virtually every country, it hasn’t always been that way. As you can see in the animated map below, soccer started ... [Read more...]

Two Big Ideas from JSM 2018

August 6, 2018 | R Views

The Joint Statistical Meetings offer an astounding number of talks. It is impossible for an individual to see more than a small portion of what is going on. Even so, a diligent attendee ought to come away with more than a few good ideas. The following are two big ideas ... [Read more...]

Extracting and Processing eBird Data

August 6, 2018 | rOpenSci - open tools for open science

eBird is an online tool for recording bird observations. The eBird database currently contains over 500 million records of bird sightings, spanning every country and nearly every bird species, making it an extremely valuable resource for bird research and conservation. These data can be used to map the distribution and abundance ...
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