2021

Notes on ‘Deep Work’

September 18, 2021 | Posts | Joshua Cook

I have finally read the book Deep Work where he describes the reasons and methods for focussing on maximizing “deep” work over “shallow” work. From the popularity of this book and my own experience with some of the strategies ex... [Read more...]

How to Change Background Color in ggplot2

September 17, 2021 | finnstats »

When you change the background colors in ggplot, it will be more visually pleasing and attract more attention than the default ones. p + theme(panel.background = element_rect(fill = 'white', color = 'blue'), panel.grid.major = element_line(color = ...
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tsbox 0.3.1: extended functionality

September 17, 2021 | Christoph Sax

The tsbox package provides a set of tools that are agnostic towards existing time series classes. The tools also allow you to handle time series as plain data frames, thus making it easy to deal with time series in a dplyr or data.table workflow.
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Common mistakes we Data Scientists make

September 17, 2021 | Gary Hutson

DISCLAIMER I am a data scientist and have made all these mistakes, but I have had the privilege of sitting on the managerial, project lead and developer side of the fence, and here are some tips to getting your stakeholders (i.e. anyone involved in the project team or has ... [Read more...]

R Shiny Templates From Appsilon Are Now Available

September 17, 2021 | Appsilon

Shiny Templates from Appsilon R is a versatile language for data science and Shiny is an R package for developing interactive web applications that improve data storytelling. R in combination with the right Shiny application can convert a backbench data science project into a massive success. However, even experienced R ...
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Calculating hotel occupancy with R

September 16, 2021 | HighlandR

I saw a question on reddit today which can be answered using {patientcounter} The asker wants to know how to work out how many folk are in a hotel, at any given time, based on check in and check out dates. Here’s the setup: check_in_date &... [Read more...]

Monotonic binning using XGBOOST

September 16, 2021 | R'tichoke

When developing credit risk scorecards, it is generally a good idea to discretise (bin) numeric variables in a manner that ensures monotonically increasing or decreasing event rates as the variable increases or decreases. While discretising individual variables adds stability to the model, monotonic bins ensure that the model output is ...
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{emayili} Rendering R Markdown

September 16, 2021 | R - datawookie

In a previous post I documented a new feature in {emayili}, the ability to render Plain Markdown directly into the body of an email message. Today I’m announcing the release of a new minor version, 0.5.0, in which {emayili} is now able to render R Markdown into an email. This ...
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Beautiful Maps with MazamaSpatialPlots

September 16, 2021 | jonathanatmazamascience

Many of us have become addicted to The NY Times COVID maps — maps of US state or county level data colored by cases, vaccinations, per capita infections, etc. While recreating maps like these in R is possible, it is disappointingly difficult. The just released MazamaSpatialPlots R package takes a first ...
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How to Identify Outliers-Grubbs’ Test in R

September 15, 2021 | finnstats

How to Identify Outliers, The Grubbs’ Technique is a statistical test that may be used to detect outliers in a dataset. A dataset should be generally normally distributed and have at least 7 observations... The post How to Identify Outliers-Grubbs’ Test in R appeared first on finnstats. [Read more...]

Writing Versatile Functions with R

September 15, 2021 | Albert Rapp

This week, I had to deal with two very similar tasks on two very similar but not identical data sets that required me to write a function that is versatile enough to deal with both data sets despite their subtle differences. The differences that had to be accounted for mainly ... [Read more...]
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