Skip to content

Instantly share code, notes, and snippets.

View rer145's full-sized avatar

Ron Richardson rer145

View GitHub Profile
@rer145
rer145 / read_csv.R
Last active November 7, 2017 00:00
How to read CSV data with R
library(dplyr)
library(stringr)
deaths<-read.csv("z_KoreanConflict.csv", header=TRUE, stringsAsFactors=FALSE)
@rer145
rer145 / ggplot_lubridate.R
Last active November 7, 2017 00:01
How to use lubridate to plot date/time data in R
library(dplyr)
library(ggplot2)
library(stringr)
library(lubridate)
# First grab the data and filter out the bad data in INCIDENT_DATE (see https://gist.github.com/rer145/68b75131d7e2d89adc53b1f8d75ab294)
deaths<-read.csv("KoreanConflict.csv", header=TRUE, stringsAsFactors=FALSE)
regEx = "^\\d{8}$"
@rer145
rer145 / csv_regex_filter.R
Last active November 7, 2017 00:01
How to filter out bad CSV data with regular expressions in R
library(dplyr)
library(stringr)
deaths<-read.csv("z_KoreanConflict.csv", header=TRUE, stringsAsFactors=FALSE)
# We want to make sure all data in INCIDENT_DATE is correct
# A quick investigation shows the data in a YYYYMMDD format, but some fields are empty
# A simple regular expression can just check for 8 digits
regEx = "^\\d{8}$"
@rer145
rer145 / ggplot_interactive.R
Created November 6, 2017 23:42
How to create interactive plots with ggplot2 and R
library(Lahman)
library(dplyr)
library(ggplot2)
library(ggiraph)
# Get all teams from 1980 and the number of home runs hit
df<-Teams %>%
filter(yearID == 1980) %>%
select(name, HR) %>%
arrange(HR)
@rer145
rer145 / ggplot_bar.R
Created November 6, 2017 23:37
How to create a simple bar chart with ggplot2 in R
library(dplyr)
library(Lahman)
library(ggplot2)
# Get all the teams from 1980 and how many home runs they hit
df<-Teams %>%
filter(yearID==1980) %>%
select(name, HR) %>%
arrange(HR)
@rer145
rer145 / wordcloud.R
Created November 6, 2017 23:34
How to make a simple wordcloud with R
library(dplyr)
library(tidytext)
library(janeaustenr)
# Using dplyr and janeaustenr, get the contents of 'Sense & Sensibility'
sns<-austen_books()
sns<-sns%>%
filter(book=='Sense & Sensibility')
head(sns)
@rer145
rer145 / unnest_tokens.R
Created November 6, 2017 23:32
How to split a line of text into individual words
library(dplyr)
library(tidytext)
library(janeaustenr)
# Using dplyr and janeaustenr, get the contents of 'Sense & Sensibility'
sns<-austen_books()
sns<-sns%>%
filter(book=='Sense & Sensibility')
head(sns)
@rer145
rer145 / gutenberg_download.R
Created November 6, 2017 23:28
How to download the text of a novel from Project Gutenberg with R
library(gutenbergr)
library(stringr)
# search for the EXACT name of the novel title
gutenberg_works(title=='Dracula')
# search for the EXACT author's name (Last Name, First Name)
gutenberg_works(author=='Stoker, Bram')
# search for the word 'Frankenstein' in the title column