3192 search results for "ggplot2"

Creating plots in R using ggplot2 – part 7: histograms

February 27, 2016
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(This article was first published on Reimagined Invention, and kindly contributed to R-bloggers) To leave a comment for the author, please follow the link and comment on their blog: Reimagined Invention. R-bloggers.com offers daily e-mail updates about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave,...

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How I build up a ggplot2 figure

February 19, 2016
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How I build up a ggplot2 figure

Recently, Jeff Leek at Simply Statistics discussed why he does not use ggplot2. He notes “The bottom line is for production graphics, any system requires work.” and describes a default plot that needs some work: To break down what is going on, here is what R interprets (more or less): Make a container for data

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Making Faceted Heatmaps with ggplot2

February 14, 2016
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Making Faceted Heatmaps with ggplot2

We were doing some exploratory data analysis on some attacker data at work and one of the things I was interested is what were “working hours” by country. Now, I don’t put a great deal of faith in the precision of geolocated IP addresses since every geolocation database that exists thinks I live in Vermont

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Why I use ggplot2

February 12, 2016
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Why I use ggplot2

If you’ve read my blog, taken one of my classes, or sat next to me on an airplane, you probably know I’m a big fan of Hadley Wickham’s ggplot2 package, especially compared to base R plotting. Not everyone agrees. Among the anti-ggplot2 crowd is JHU Professor Jeff Leek, who yesterday wrote up his thoughts on the Simply Statistics...

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Creating plots in R using ggplot2 – part 6: weighted scatterplots

February 12, 2016
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(This article was first published on Reimagined Invention, and kindly contributed to R-bloggers) To leave a comment for the author, please follow the link and comment on their blog: Reimagined Invention. R-bloggers.com offers daily e-mail updates about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave,...

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Plot the new SVG R logo with ggplot2

February 11, 2016
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Plot the new SVG R logo with ggplot2

High resolution and SVG versions of the new R logo are finally available. I converted the SVG to WKT (file here) which means we can use it like we would a shapefile in R. That includes plotting! Here’s a short example of how to read that WKT and plot the logo using ggplot2: library(sp) library(maptools)

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The Easiest Way to Learn ggplot2

February 10, 2016
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Learn how to produce meaningful and beautiful data visualizations with DataCamp’s ggplot2 course series. Be introduced to the principles of good visualizations and the grammar of graphics plotting concept implemented in the ggplot2 package. Learn yourself how to make complex exploratory plots, and be able to make a custom plotting function to explore a large data set, combining...

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ggseas package for seasonal adjustment on the fly with ggplot2

February 7, 2016
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ggseas package for seasonal adjustment on the fly with ggplot2

In a post a few months ago I built a new ggplot2 statistical transformation (“stat”) to provide X13-SEATS-ARIMA seasonal adjustment on the fly. With certain exploratory workflows this can be useful, saving on a step of seasonally adjusting many different slices and dices of a multi-dimensional time series during data reshaping, and just drawing it for you...

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Creating plots in R using ggplot2 – part 5: scatterplots

February 5, 2016
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(This article was first published on Reimagined Invention, and kindly contributed to R-bloggers) To leave a comment for the author, please follow the link and comment on their blog: Reimagined Invention. R-bloggers.com offers daily e-mail updates about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave,...

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Tracking ggplot2 Extensions

February 1, 2016
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Tracking ggplot2 Extensions

Introduction The purpose of this blog post is to inform R users of a website that I created to track and list ggplot2 extensions. The site is available at: http://ggplot2-exts.github.io. The purpose of this site is to help other R users easily find ggplot2 extensions that are coming in “fast and furious” from the R community. If you

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