Created
April 22, 2015 01:13
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Create a wordcloud of your google search history
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# Script to make a word cloud of your google searches. Get your google search | |
# history at http://history.google.com. This script assumes the JSON files | |
# exported are in a 'Searches' subfolder | |
library(jsonlite) | |
library(rlist) | |
library(magrittr) | |
library(stringi) | |
library(wordcloud) | |
library(tm) | |
library(SnowballC) | |
queries = lapply(list.files('Searches', full.names=TRUE), fromJSON, simplifyDataFrame=FALSE) %>% | |
do.call("c", .) %>% | |
do.call("c", .) %>% | |
do.call("c", .) %>% | |
list.mapv(.$query) %>% | |
tolower %>% | |
removePunctuation %>% | |
removeWords(stopwords("english")) %>% | |
wordStem | |
words = stri_split_regex(queries, "\\s") %>% | |
do.call("c", .) %>% | |
`[`(., . != "") | |
word_table = table(words) %>% | |
sort(decreasing = TRUE) | |
pal <- colorRampPalette(c("red","blue"))(10) | |
wordcloud(names(word_table), word_table, scale=c(3, 1), min.freq=10,colors=pal,random.order=TRUE, max.words=200) | |
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Hello,
I've got an error meesage when ececute queries as below.
Can you resolve this problem?
queries = lapply(list.files('Searches', full.names=TRUE), fromJSON, simplifyDataFrame=FALSE) %>%
do.call("c", .) %>%
do.call("c", .) %>%
do.call("c", .) %>%
list.mapv(.$query) %>%
tolower
Error in do.call("c", .) : second argument must be a list