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index.Rmd
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index.Rmd
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---
title: 'R books'
author:
date:
output:
html_document:
theme: spacelab
toc: no
---
![](./books.jpg)
<br>
###Purpose
To explore R books. How we use them, value them, and discuss them.
###Lists
**Blogs**
So many great books lists for computation and R. Here is a brief list scraped from blog posts captured by [R-bloggers](https://www.r-bloggers.com). Note - lists per post can vary in length with the mode at approx 10 books per list.
```{r, blogs, warning=FALSE, message=FALSE}
library(tidyverse)
blogs <- read_csv("data/blogs.csv") %>%
arrange(desc(count))
knitr::kable(blogs[1:10, ])
```
**Citations**
The Web of Science also shockingly now indexes citations to books.
```{r, citations, warning=FALSE, message=FALSE}
library(tidyverse)
citations <- read_csv("data/citations.csv") %>%
filter(citations > 4)
knitr::kable(citations[1:10, ])
```
**R Meetup**
A brief survey of local R users.
```{r, survey, warning=FALSE, message=FALSE}
library(tidyverse)
#meetup <- read_csv("data/meetup.csv")
#knitr::kable(meetup[1:10, ])
```
###Data viz
```{r, viz, warning=FALSE, message=FALSE}
ggplot(citations, aes(as.character(year), citations)) +
geom_point() +
labs(x = "year")
```
###Interpretations
1. Context matters.
2. Citations, use, and influence are not always the same.
3. There is hope for books.