November 2015

phylomoji with ggtree

November 8, 2015 | R on Guangchuang Yu

If you search the hashtag, #phylomoji, in twitter, you can find many creative phylogenetic tree constructed with emoji. #phylomoji with Darwin's water bears! @OxyEvo 🌱 🐟 🐻 🐋 | | |_____| | |_____| |_____| | Read More: 744 Words Totally [Read more...]

Analyzing texts with text2vec package

November 8, 2015 | Data Science notes

In the last weeks I have actively worked on text2vec (formerly tmlite) - R package, which provides tools for fast text vectorization and state-of-the art word embeddings. This project is an experiment for me - what can a single person do in a particular area? After these hard weeks, ... [Read more...]

Analyzing texts with text2vec package.

November 8, 2015 | Data Science Notes - R

In the last weeks I have actively worked on text2vec (formerly tmlite) - R package, which provides tools for fast text vectorization and state-of-the art word embeddings. This project is an experiment for me - what can a single person do in a particular area? After these hard weeks, ... [Read more...]

Plotting Russian AiRstRikes in SyRia

November 7, 2015 | Cory Lesmeister

"Who do we think will rise if Assad falls?""Do we have a “government in a box” that we think we can fly to Damascus and put into power if the Syrian army collapses, the regime falls and ISIS approaches the capital?""Have we forgotten the lesson of “Animal Farm”? ... [Read more...]

More on stepped wedge

November 7, 2015 | Gianluca Baio

A couple of months back I talked at the launch of the Trial series on the Stepped Wedge Designed, on which I have worked together with a number of colleagues at UCL and LSHTM. Jennifer, who's one of the authors of the series and is doing her PhD on this ... [Read more...]

More on stepped wedge

November 7, 2015 | Gianluca Baio

A couple of months back I talked at the launch of the Trial series on the Stepped Wedge Designed, on which I have worked together with a number of colleagues at UCL and LSHTM. Jennifer, who's one of the authors of the series and is doing her ... [Read more...]

Building Interactive Maps with Leaflet

November 7, 2015 | Teja Kodali

Leaflet is an JavaScript library for building interactive maps. RStudio released a package that allows us to build these maps in R! You can do some really cool things in Leaflet, and I will demonstrate a few of those below. Leaflet is compatible with Shiny apps and R Markdown documents. ... [Read more...]

More on stepped wedge

November 6, 2015 | R on Gianluca Baio

A couple of months back I talked at the launch of the Trial series on the Stepped Wedge Designed, on which I have worked together with a number of colleagues at UCL and LSHTM. Jennifer, who’s one of the authors of the series and is doing her PhD on ... [Read more...]

updating the GISS dataset

November 6, 2015 | Dan Kelley Blog/R

Introduction I was watching a video of David Suzuki being interviewed on Australian TV, and there were some questions about the “pause” in temperature in the GISS dataset. I thought I’d like to check for myself, and reasoned that I may as well update the giss dataset in the ... [Read more...]

Serialize and Deserialize a C++ Object in Rcpp

November 6, 2015 | Rcpp Gallery

This post shows how to serialize a c++ object to the raw vector in R and deserialize it with the help of Rcereal and BH. First, please install the Rcpp, Rcereal, and BH from CRAN and enable the support of C++11 via Sys.setenv("PKG_CXXFLAGS"="-std=c++11"). We can ...
[Read more...]

Visualizing Bikeshare Data

November 6, 2015 | Jonathan Callahan

This entry is part 18 of 18 in the series Using RSeattle’s Pronto bikeshare system recently announced a Data Challenge for data visualization using their first year of trip data. As avid cyclists and data analysis junkies, we of course took …   read more ... [Read more...]

LIBOR and Bond Yields

November 6, 2015 | Andrew Collier

I've just been looking at the historical relationship between the London Interbank Offered Rate (LIBOR) and government bond yields. LIBOR data can be found at Quandl and comes in CSV format, so it's pretty simple to digest. The bond data can be sourced from the US Department of the Treasury. ... [Read more...]

Variable Importance with Correlated Features

November 6, 2015 | arthur charpentier

Variable importance graphs are great tool to see, in a model, which variables are interesting. Since we usually use it with random forests, it looks like it is works well with (very) large datasets. The problem with large datasets is that a lot of features are ‘correlated’, and in that ... [Read more...]

Adding Text to R Plot

November 5, 2015 | Eran Raviv

Diversity is a real strength. By now it is common knowledge. I often see institutions openly encourage multinational environment and multidisciplinary professionals, with specific “on-the-job” training to tailor for own needs. No one knows a lot about a lot, so bringing different together enhance independent thinking and knowledge available to ... [Read more...]
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