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In my M-F newsletter today I mentioned an awesome Rust-based HTML/JS/CSS minifier library that also include batteries for a few other languages. There was no R port, so I made one using {rextendr}. The {rextendr} package makes is as easy to use Rust code in R packages as {... [Read more...]
Data visualization can be tricky to do right. There are a ton of key principles you need to be aware of. Today we bring you 5 best practices for visualizing data with examples in R programming language. Incorporate these key R data visualization principles into your toolset to improve your data ...
SAN FRANCISCO, May 2, 2022 – The R Consortium, a Linux Foundation project supporting the R Foundation and worldwide R community, today announced that Pfizer has joined as a Silver...
The post New Member Pfizer Joins R Consortium appeared first on R Consortium.
Enhance your data science toolkit with our “Introduction to R” learning path: from the basis of the syntax, to building and hosting an R package on GitHub.
R is among the most popular programming, scripting, and markup languages. Written by statisti...
As I’ve been saying every year for the past seven years or so, I am learning Python. (It’s been a journey.)
Python packages like pandas have several ways to work with data. There are several options for indexing, slicing, etc. They have a lo...
About {brochure}
{shiny}, and the closely linked packages like {bslib}, {thematic}, {shinytest}, etc,
are a fantastic resource for R programmers that enable building powerful interactive applications.
Building on top of these, are some new (and not so new) R packages that that streamline and standardize
the development of {shiny} applications. ... Better Homes & Gardens Nylon Bath Rug Set, Arctic White, 2-Piece
Today’s a short blog post. It’s mainly for sharing a cool trick I just
learned.
Here’s a simple template to incorporate your Shiny app into an HTML
file. For instance, you can incorporate your shiny app into your blog
post like I do h... [Read more...]
From the previous blogpost:– CSV or alternatives? Exporting data from SQL Server data to ORC, AVRO, Parquet, Feather files and store them into Azure data lake we have created Azure blob storage, connected secure connection using Python and started uploading files…Read more ›
I like visual arts, but I’m moderately colorblind and thus have never been great at making my own works. When I’m plotting data and need colors, my standard procedure is having a website generate me a color palette or finding a visually pleasing one so...
The Boyce index (Boyce et al. 2002) is often described as a presence-only metric for evaluating the predictions of species distribution (or ecological niche, or habitat suitability) models (e.g. Hirzel et al. 2006, Cianfrani et al. 2010, Bellard et al. … Continue reading →
This post explains how to calculate the key rate durations (KRD). Ho (1992) introduces KRD to measure non-parallel movements of the yield curve that the existing duration measures can not describe as these are defined under the assumption of ...
This week, I am oddly proud to announce that I have reached 1000
followers on Twitter. Check out the
visualization that I have created for this joyous occasion.
To me, my rising follower count and the somewhat regular mails that I
receive are a sign that people like to read my ...
Introduction
If you’ve ever visited any food establishment in England & Wales, you’ve
probably noticed the green labels somewhere on the outside with a Food
Hygiene Rating from 0-5 on it. If y...
On 25/05 learn the basis of version control via a hands-on 3.5-hours workshop using command line, R, RStudio or a web browser.
Have you ever feared to mess up your code, to lose your development or to spend endless time to integrate a collaborator’s ...
It’s super rewarding when you finally figure out how to plot and visualize your data. But to show off your plot to the rest of the world, you need to first be able to save and export it from your R Studio workspace.
In this tutorial, I’m go...
The skill-vs-luck debate never ceases to fascinate. Is it mainly skill, experience, hard work, and the “right” mindset that determines who is becoming successful, rich, or famous, or is it largely luck and fortunate circumstances? In this post, we will conduct an illuminating simulation to show that even a small ... [Read more...]
The startsWith function comes with base R, and determines whether entries of an input start with a given prefix. (The endsWith function does the same thing but for suffixes.) The following code checks if each of “ant”, “banana” and “balloon” … Continue reading → [Read more...]
Photo by Nick Morrison on Unsplash
Welcome to RStudio Community Monthly Events Roundup, where we update you on upcoming virtual events happening at RStudio this month. Missed the great talks and presentations from last month? Find them listed under I... [Read more...]
WELLUCK 15 Amp Flanged Inlet 125V, NEMA 5-15 RV Shore Power InleSwivel Year
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A standard ggplot output can rarely convey a powerful message. For
effective data visualization you need to customize your plot. A couple
of weeks
ago, I
showed you how.
In this blog post, I will rebuild another great data viz from scratch.
If you have read my original blog post, ...
A question on X validated about EM steps for a truncated Normal mixture led me to ponder whether or not a more ambitious completion [more ambitious than the standard component allocation] was appropriate. Namely, if the mixture is truncated to the interval (a,b), with an observed sample x of ...