September 2017

The writexl package: zero dependency xlsx writer for R

September 8, 2017 | Jeroen Ooms

We have started working on a new rOpenSci package called writexl. This package wraps the very powerful libxlsxwriter library which allows for exporting data to Microsoft Excel format. The major benefit of writexl over other packages is that it is completely written in C and has absolutely zero dependencies. No ... [Read more...]

Infographic-style charts using the R waffle package

September 7, 2017 | nsaunders

Infographics. I’ve seen good examples. I’ve seen more bad examples. In general, I prefer a good chart to an infographic. That said, there’s a “genre” of infographic that I do think is useful, which I’ll call “if X were 100 Y”. A good example: if the world ...
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Gold-Mining – Week 1 (2017)

September 7, 2017 | Michael Griebe

Edit: A version posted at 7:30pm and removed at 8:30pm (eastern time zone) had last years figures. This one now points to the correct database. Football is Back! But I'm[...] The post Gold-Mining – Week 1 (2017) appeared first on Fantasy Football Analytics. [Read more...]

Naive Principal Component Analysis (using R)

September 7, 2017 | Pablo Bernabeu

Post from Pablo Bernabeu’s blog. Principal Component Analysis (PCA) is a technique used to find the core components that underlie different variables. It comes in very useful whenever doubts arise about the true origin of three or more variables. There are two main methods for performing a PCA: naive ...
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In case you missed it: August 2017 roundup

September 7, 2017 | David Smith

In case you missed them, here are some articles from August of particular interest to R users. Using the featurizeText function in the MicrosoftML package to extract ngrams from unstructured text. A joyplot visualizes the probabilities associated with phrases like "highly likely" and "little chance" by a sample of 46 Redditors. ... [Read more...]

Combined Linear Congruential Generators with R

September 7, 2017 | Aaron Schlegel

Part of 3 in the series Random Number GenerationCombined linear congruential generators, as the name implies, are a type of PRNG (pseudorandom number generator) that combine two or more LCGs (linear congruential generators). The combination of two or more LCGs into one random number generator can result in a marked... The ...
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Global Variables in R Packages

September 7, 2017 | R on datawookie

I know that global variables are from the Devil, but sometimes you just can’t get around them. I’m building a small package for a client that relies on a data file. For various reasons that file is not part of the package and can reside in different locations ... [Read more...]

Looking for a new research assistant

September 7, 2017 | R on Rob J Hyndman

I’m currently looking for a new research assistant to help (primarily) with some modelling and R coding as part of a project on forecasting mobile phone sales. The position is likely to last for about 6–9 months, and will be casual. Requirements Based in Melbourne. I’d rather not communicate ... [Read more...]

A Data Visualization Work in Progress

September 7, 2017 | Kieran Healy

Data Visualization for Social Science: A Practical Introduction with R and ggplot2 I’m writing a book on data visualization, provisionally titled Data Visualization for Social Science: A practical introduction with R and ggplot2. As part of that process, largely because I’ve benefited so much myself from the availability ...
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Text Message Classification

September 7, 2017 | Anish Singh Walia

Classification is a supervised machine learning technique in which the dataset which we are analyzing has some inputs \(X_i\) and a response variable \(Y\) which is a discrete valued variable.Discrete valued means the variable has a finite set of values.In more specific terms in classification the response ...
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Spelling 1.0: quick and effective spell checking in R

September 7, 2017 | Jeroen Ooms

The new rOpenSci spelling package provides utilities for spell checking common document formats including latex, markdown, manual pages, and DESCRIPTION files. It also includes tools especially for package authors to automate spell checking of R documentation and vignettes. Spell Checking Packages The main purpose of this package is to quickly ... [Read more...]

Analysing soil moisture data in NetCDF format with the ncdf4 library

September 6, 2017 | Peter Prevos

The netCDF format is popular in sciences that analyse sequential spatial data. It is a self-describing, machine-independent data format for creating, accessing and sharing array-oriented information. The netCDF format provides spatial time-series such as meteorological or environmental data. This article shows how to visualise … Continue reading → The post Analysing soil ...
[Read more...]

Analysing soil moisture data in NetCDF format with the ncdf4 library

September 6, 2017 | Peter Prevos

The netCDF format is popular in sciences that analyse sequential spatial data. It is a self-describing, machine-independent data format for creating, accessing and sharing array-oriented information. The netCDF format provides spatial time-series such as meteorological or environmental data. This article shows how to visualise … Continue reading → The post Analysing soil ...
[Read more...]

rOpenSci OzUnconference coming to Melbourne

September 6, 2017 | R on Rob J Hyndman

For a second year running, there will be another rOpenSci OzUnconference in Australia. This one will be held in Melbourne, on 26-27 October 2017. Unlike regular conferences, there are no talks and there is no pre-determined agenda. It brings together scientists, developers, and open data enthusiasts from academia, industry, government, and ... [Read more...]
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