Created
March 10, 2017 02:58
-
-
Save AdamSpannbauer/a5f0bf7f815fca7035828466911cacf9 to your computer and use it in GitHub Desktop.
Get tweets from a user's timeline
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
get_timeline_df <- function(user, n_tweets=200, oauth_sig) { | |
i <- 0 | |
n_left <- n_tweets | |
timeline_df <- NULL | |
#loop until n_tweets are all got | |
while (n_left > 0) { | |
n_to_get <- min(200, n_left) | |
i <- i+1 | |
#incorporae max id in get_url (so as not to download same 200 tweets repeatedly) | |
if (i==1) { | |
get_url <- paste0("https://api.twitter.com/1.1/statuses/user_timeline.json?screen_name=", | |
user,"&count=", n_to_get) | |
} else { | |
get_url <- paste0("https://api.twitter.com/1.1/statuses/user_timeline.json?screen_name=", | |
user,"&count=",n_to_get,"&max_id=", max_id) | |
} | |
#GET tweets | |
response <- httr::GET(get_url, oauth_sig) | |
#extract content and clean up | |
response_content <- httr::content(response) | |
json_content <- jsonlite::toJSON(response_content) | |
#clean out evil special chars | |
json_conv <- iconv(json_content, "UTF-8", "ASCII", sub = "") %>% | |
stringr::str_replace_all("\003", "") #special character (^C) not caught by above clean | |
timeline_list <- jsonlite::fromJSON(json_conv) | |
#extract desired fields | |
fields_i_care_about <- c("id", "text", "favorite_count", "retweet_count", "created_at") | |
timeline_df <- purrr::map(fields_i_care_about, ~unlist(timeline_list[[.x]])) %>% | |
purrr::set_names(fields_i_care_about) %>% | |
dplyr::as_data_frame() %>% | |
dplyr::bind_rows(timeline_df) %>% | |
dplyr::distinct() | |
#store min id (oldest tweet) to set as max id for next GET | |
max_id <- min(purrr::map_dbl(timeline_list$id, 1)) | |
#update number of tweets left | |
n_left <- n_left-n_to_get | |
} | |
return(timeline_df) | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment