R - List to Data Frame to CSV file
Question
Maybe I am missing something and this is trivial, if so I apologize. I've tried a number of different methods each resulting in its own unique problems.
I have a list of MIXED data. Numeric, Boolean, String, etc. Some columns are Boolean. Some are numeric. Some are strings.
It's 3 rows, 24 columns.
Here's a simple example with less of each, but will demo what I want.
name boolVal quote postNum
Tom TRUE Howdy everyone! 1337
Tom FALSE Twitter is fun! 1338
Dara FALSE When it actually works lol. 24
So this is stored as variable "allMentions" typeof(allMentions) returns "list" dim(allMentions) returns 3 24, but in this toy example would be 3 4
I want to not lose my data types if possible...and I want to save this list to a CSV file.
To do that, I need to convert it to a data frame.
What is the "best" way to preserve my data and be able to save this to a .csv file for later analysis?
EDIT 1 : Was asked for str(allMentions)
'data.frame': 3 obs. of 24 variables:
$ metadata :'data.frame': 3 obs. of 2 variables:
..$ iso_language_code: chr "en" "en" "en"
..$ result_type : chr "recent" "recent" "recent"
$ created_at : chr "Thu Oct 22 01:19:44 +0000 2015" "Thu Oct 22 01:15:46 +0000 2015" "Wed Oct 21 20:01:57 +0000 2015"
$ id : num 6.57e+17 6.57e+17 6.57e+17
etc with the rest of my variables and values
'data.frame': 3 obs. of 24 variables:
$ metadata :'data.frame': 3 obs. of 2 variables:
..$ iso_language_code: chr "en" "en" "en"
..$ result_type : chr "recent" "recent" "recent"
$ created_at : chr "Thu Oct 22 01:19:44 +0000 2015" "Thu Oct 22 01:15:46 +0000 2015" "Wed Oct 21 20:01:57 +0000 2015"
$ id : num 6.57e+17 6.57e+17 6.57e+17
$ id_str : chr "657003367575760896" "657002373307568129" "656923397985816576"
$ text : chr "@esorarad It worked, in case youre curious, since I keep bothering you." "@esorarad still testing!!" "@esorarad Hey Dara! Tweeting at you so I can test a program I'm making :P Hopeful game night in the near future!"
$ source : chr "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>" "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>" "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>"
$ truncated : logi FALSE FALSE FALSE
$ in_reply_to_status_id : logi NA NA NA
$ in_reply_to_status_id_str: logi NA NA NA
$ in_reply_to_user_id : num 1.51e+09 1.51e+09 1.51e+09
$ in_reply_to_user_id_str : chr "1512420228" "1512420228" "1512420228"
$ in_reply_to_screen_name : chr "esorarad" "esorarad" "esorarad"
$ user :'data.frame': 3 obs. of 40 variables:
..$ id : num 75328338 75328338 75328338
..$ id_str : chr "75328338" "75328338" "75328338"
..$ name : chr "Thomas" "Thomas" "Thomas"
..$ screen_name : chr "uName" "uName" "uName"
..$ location : chr "Philadelphia PA" "Philadelphia PA" "Philadelphia PA"
..$ description : chr "" "" ""
..$ url : logi NA NA NA
..$ entities :'data.frame': 3 obs. of 1 variable:
.. ..$ description:'data.frame': 3 obs. of 1 variable:
.. .. ..$ urls:List of 3
.. .. .. ..$ : list()
.. .. .. ..$ : list()
.. .. .. ..$ : list()
..$ protected : logi FALSE FALSE FALSE
..$ followers_count : num 36 36 36
..$ friends_count : num 244 244 244
..$ listed_count : num 1 1 1
..$ created_at : chr "Fri Sep 18 16:56:20 +0000 2009" "Fri Sep 18 16:56:20 +0000 2009" "Fri Sep 18 16:56:20 +0000 2009"
..$ favourites_count : num 121 121 121
..$ utc_offset : num -18000 -18000 -18000
..$ time_zone : chr "Quito" "Quito" "Quito"
..$ geo_enabled : logi FALSE FALSE FALSE
..$ verified : logi FALSE FALSE FALSE
..$ statuses_count : num 616 616 616
..$ lang : chr "en" "en" "en"
..$ contributors_enabled : logi FALSE FALSE FALSE
..$ is_translator : logi FALSE FALSE FALSE
..$ is_translation_enabled : logi FALSE FALSE FALSE
..$ profile_background_color : chr "C0DEED" "C0DEED" "C0DEED"
..$ profile_background_image_url : chr "http://abs.twimg.com/images/themes/theme1/bg.png" "http://abs.twimg.com/images/themes/theme1/bg.png" "http://abs.twimg.com/images/themes/theme1/bg.png"
..$ profile_background_image_url_https: chr "https://abs.twimg.com/images/themes/theme1/bg.png" "https://abs.twimg.com/images/themes/theme1/bg.png" "https://abs.twimg.com/images/themes/theme1/bg.png"
..$ profile_background_tile : logi FALSE FALSE FALSE
..$ profile_image_url : chr "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
..$ profile_image_url_https : chr "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
..$ profile_link_color : chr "0084B4" "0084B4" "0084B4"
..$ profile_sidebar_border_color : chr "C0DEED" "C0DEED" "C0DEED"
..$ profile_sidebar_fill_color : chr "DDEEF6" "DDEEF6" "DDEEF6"
..$ profile_text_color : chr "333333" "333333" "333333"
..$ profile_use_background_image : logi TRUE TRUE TRUE
..$ has_extended_profile : logi FALSE FALSE FALSE
..$ default_profile : logi TRUE TRUE TRUE
..$ default_profile_image : logi FALSE FALSE FALSE
..$ following : logi FALSE FALSE FALSE
..$ follow_request_sent : logi FALSE FALSE FALSE
..$ notifications : logi FALSE FALSE FALSE
$ geo : logi NA NA NA
$ coordinates : logi NA NA NA
$ place : logi NA NA NA
$ contributors : logi NA NA NA
$ is_quote_status : logi FALSE FALSE FALSE
$ retweet_count : num 0 0 0
$ favorite_count : num 0 0 0
$ entities :'data.frame': 3 obs. of 4 variables:
..$ hashtags :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
..$ symbols :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
..$ user_mentions:List of 3
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
..$ urls :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
$ favorited : logi FALSE FALSE FALSE
$ retweeted : logi FALSE FALSE FALSE
$ lang : chr "en" "en" "en"
Next...
dput(droplevels(head(allMentions)))
structure(list(metadata = structure(list(iso_language_code = c("en",
"en", "en"), result_type = c("recent", "recent", "recent")), .Names = c("iso_language_code",
"result_type"), row.names = c(NA, 3L), class = "data.frame"),
created_at = c("Thu Oct 22 01:19:44 +0000 2015", "Thu Oct 22 01:15:46 +0000 2015",
"Wed Oct 21 20:01:57 +0000 2015"), id = c(657003367575761024,
657002373307568000, 656923397985816960), id_str = c("657003367575760896",
"657002373307568129", "656923397985816576"), text = c("@esorarad It worked, in case youre curious, since I keep bothering you.",
"@esorarad still testing!!", "@esorarad Hey Dara! Tweeting at you so I can test a program I'm making :P Hopeful game night in the near future!"
), source = c("<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>",
"<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>",
"<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>"
), truncated = c(FALSE, FALSE, FALSE), in_reply_to_status_id = c(NA,
NA, NA), in_reply_to_status_id_str = c(NA, NA, NA), in_reply_to_user_id = c(1512420228,
1512420228, 1512420228), in_reply_to_user_id_str = c("1512420228",
"1512420228", "1512420228"), in_reply_to_screen_name = c("esorarad",
"esorarad", "esorarad"), user = structure(list(id = c(75328338,
75328338, 75328338), id_str = c("75328338", "75328338", "75328338"
), name = c("Thomas", "Thomas", "Thomas"
), screen_name = c("uName", "uName", "uName"), location = c("Philadelphia PA",
"Philadelphia PA", "Philadelphia PA"), description = c("",
"", ""), url = c(NA, NA, NA), entities = structure(list(description = structure(list(
urls = list(list(), list(), list())), .Names = "urls", row.names = c(NA,
3L), class = "data.frame")), .Names = "description", row.names = c(NA,
3L), class = "data.frame"), protected = c(FALSE, FALSE, FALSE
), followers_count = c(36, 36, 36), friends_count = c(244,
244, 244), listed_count = c(1, 1, 1), created_at = c("Fri Sep 18 16:56:20 +0000 2009",
"Fri Sep 18 16:56:20 +0000 2009", "Fri Sep 18 16:56:20 +0000 2009"
), favourites_count = c(121, 121, 121), utc_offset = c(-18000,
-18000, -18000), time_zone = c("Quito", "Quito", "Quito"),
geo_enabled = c(FALSE, FALSE, FALSE), verified = c(FALSE,
FALSE, FALSE), statuses_count = c(616, 616, 616), lang = c("en",
"en", "en"), contributors_enabled = c(FALSE, FALSE, FALSE
), is_translator = c(FALSE, FALSE, FALSE), is_translation_enabled = c(FALSE,
FALSE, FALSE), profile_background_color = c("C0DEED",
"C0DEED", "C0DEED"), profile_background_image_url = c("http://abs.twimg.com/images/themes/theme1/bg.png",
"http://abs.twimg.com/images/themes/theme1/bg.png", "http://abs.twimg.com/images/themes/theme1/bg.png"
), profile_background_image_url_https = c("https://abs.twimg.com/images/themes/theme1/bg.png",
"https://abs.twimg.com/images/themes/theme1/bg.png",
"https://abs.twimg.com/images/themes/theme1/bg.png"),
profile_background_tile = c(FALSE, FALSE, FALSE), profile_image_url = c("http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg",
"http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg",
"http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
), profile_image_url_https = c("https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg",
"https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg",
"https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
), profile_link_color = c("0084B4", "0084B4", "0084B4"
), profile_sidebar_border_color = c("C0DEED", "C0DEED",
"C0DEED"), profile_sidebar_fill_color = c("DDEEF6", "DDEEF6",
"DDEEF6"), profile_text_color = c("333333", "333333",
"333333"), profile_use_background_image = c(TRUE, TRUE,
TRUE), has_extended_profile = c(FALSE, FALSE, FALSE),
default_profile = c(TRUE, TRUE, TRUE), default_profile_image = c(FALSE,
FALSE, FALSE), following = c(FALSE, FALSE, FALSE), follow_request_sent = c(FALSE,
FALSE, FALSE), notifications = c(FALSE, FALSE, FALSE)), .Names = c("id",
"id_str", "name", "screen_name", "location", "description",
"url", "entities", "protected", "followers_count", "friends_count",
"listed_count", "created_at", "favourites_count", "utc_offset",
"time_zone", "geo_enabled", "verified", "statuses_count",
"lang", "contributors_enabled", "is_translator", "is_translation_enabled",
"profile_background_color", "profile_background_image_url",
"profile_background_image_url_https", "profile_background_tile",
"profile_image_url", "profile_image_url_https", "profile_link_color",
"profile_sidebar_border_color", "profile_sidebar_fill_color",
"profile_text_color", "profile_use_background_image", "has_extended_profile",
"default_profile", "default_profile_image", "following",
"follow_request_sent", "notifications"), row.names = c(NA,
3L), class = "data.frame"), geo = c(NA, NA, NA), coordinates = c(NA,
NA, NA), place = c(NA, NA, NA), contributors = c(NA, NA,
NA), is_quote_status = c(FALSE, FALSE, FALSE), retweet_count = c(0,
0, 0), favorite_count = c(0, 0, 0), entities = structure(list(
hashtags = list(list(), list(), list()), symbols = list(
list(), list(), list()), user_mentions = list(structure(list(
screen_name = "esorarad", name = "esorarad", id = 1512420228,
id_str = "1512420228", indices = list(c(0, 9))), .Names = c("screen_name",
"name", "id", "id_str", "indices"), class = "data.frame", row.names = 1L),
structure(list(screen_name = "esorarad", name = "esorarad",
id = 1512420228, id_str = "1512420228", indices = list(
c(0, 9))), .Names = c("screen_name", "name",
"id", "id_str", "indices"), class = "data.frame", row.names = 1L),
structure(list(screen_name = "esorarad", name = "esorarad",
id = 1512420228, id_str = "1512420228", indices = list(
c(0, 9))), .Names = c("screen_name", "name",
"id", "id_str", "indices"), class = "data.frame", row.names = 1L)),
urls = list(list(), list(), list())), .Names = c("hashtags",
"symbols", "user_mentions", "urls"), row.names = c(NA, 3L
), class = "data.frame"), favorited = c(FALSE, FALSE, FALSE
), retweeted = c(FALSE, FALSE, FALSE), lang = c("en", "en",
"en")), .Names = c("metadata", "created_at", "id", "id_str",
"text", "source", "truncated", "in_reply_to_status_id", "in_reply_to_status_id_str",
"in_reply_to_user_id", "in_reply_to_user_id_str", "in_reply_to_screen_name",
"user", "geo", "coordinates", "place", "contributors", "is_quote_status",
"retweet_count", "favorite_count", "entities", "favorited", "retweeted",
"lang"), row.names = c(NA, 3L), class = "data.frame")
This is my variable "allMentions". I want this exact table saved to a CSV.
metadata.iso_language_code metadata.result_type created_at id id_str
1 en recent Thu Oct 22 01:19:44 +0000 2015 6.570034e+17 657003367575760896
2 en recent Thu Oct 22 01:15:46 +0000 2015 6.570024e+17 657002373307568129
3 en recent Wed Oct 21 20:01:57 +0000 2015 6.569234e+17 656923397985816576
text
1 @esorarad It worked, in case youre curious, since I keep bothering you.
2 @esorarad still testing!!
3 @esorarad Hey Dara! Tweeting at you so I can test a program I'm making :P Hopeful game night in the near future!
source truncated in_reply_to_status_id in_reply_to_status_id_str
1 <a href="http://twitter.com" rel="nofollow">Twitter Web Client</a> FALSE NA NA
2 <a href="http://twitter.com" rel="nofollow">Twitter Web Client</a> FALSE NA NA
3 <a href="http://twitter.com" rel="nofollow">Twitter Web Client</a> FALSE NA NA
in_reply_to_user_id in_reply_to_user_id_str in_reply_to_screen_name user.id user.id_str user.name user.screen_name
1 1512420228 1512420228 esorarad 75328338 75328338 Thomas uName
2 1512420228 1512420228 esorarad 75328338 75328338 Thomas uName
3 1512420228 1512420228 esorarad 75328338 75328338 Thomas uName
user.location user.description user.url user.urls user.protected user.followers_count user.friends_count user.listed_count
1 Philadelphia PA NA NULL FALSE 36 244 1
2 Philadelphia PA NA NULL FALSE 36 244 1
3 Philadelphia PA NA NULL FALSE 36 244 1
user.created_at user.favourites_count user.utc_offset user.time_zone user.geo_enabled user.verified
1 Fri Sep 18 16:56:20 +0000 2009 121 -18000 Quito FALSE FALSE
2 Fri Sep 18 16:56:20 +0000 2009 121 -18000 Quito FALSE FALSE
3 Fri Sep 18 16:56:20 +0000 2009 121 -18000 Quito FALSE FALSE
user.statuses_count user.lang user.contributors_enabled user.is_translator user.is_translation_enabled user.profile_background_color
1 616 en FALSE FALSE FALSE C0DEED
2 616 en FALSE FALSE FALSE C0DEED
3 616 en FALSE FALSE FALSE C0DEED
user.profile_background_image_url user.profile_background_image_url_https user.profile_background_tile
1 http://abs.twimg.com/images/themes/theme1/bg.png https://abs.twimg.com/images/themes/theme1/bg.png FALSE
2 http://abs.twimg.com/images/themes/theme1/bg.png https://abs.twimg.com/images/themes/theme1/bg.png FALSE
3 http://abs.twimg.com/images/themes/theme1/bg.png https://abs.twimg.com/images/themes/theme1/bg.png FALSE
user.profile_image_url
1 http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg
2 http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg
3 http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg
user.profile_image_url_https user.profile_link_color
1 https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg 0084B4
2 https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg 0084B4
3 https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg 0084B4
user.profile_sidebar_border_color user.profile_sidebar_fill_color user.profile_text_color user.profile_use_background_image
1 C0DEED DDEEF6 333333 TRUE
2 C0DEED DDEEF6 333333 TRUE
3 C0DEED DDEEF6 333333 TRUE
user.has_extended_profile user.default_profile user.default_profile_image user.following user.follow_request_sent user.notifications
1 FALSE TRUE FALSE FALSE FALSE FALSE
2 FALSE TRUE FALSE FALSE FALSE FALSE
3 FALSE TRUE FALSE FALSE FALSE FALSE
geo coordinates place contributors is_quote_status retweet_count favorite_count entities.hashtags entities.symbols
1 NA NA NA NA FALSE 0 0 NULL NULL
2 NA NA NA NA FALSE 0 0 NULL NULL
3 NA NA NA NA FALSE 0 0 NULL NULL
entities.user_mentions entities.urls favorited retweeted lang
1 esorarad, esorarad, 1512420228, 1512420228, 0, 9 NULL FALSE FALSE en
2 esorarad, esorarad, 1512420228, 1512420228, 0, 9 NULL FALSE FALSE en
3 esorarad, esorarad, 1512420228, 1512420228, 0, 9 NULL FALSE FALSE en
1 answers
solution1
0 2015-10-26 17:13:27
Okay ... I'm not answering your question as I don't think CSV files are the right format for this but here's a JSON version (and I think it preserves the structure for a rainy day).
Save data
library(jsonlite)
dput(serializeJSON(allMentions), file="lala.json")
Read in data
library(jsonlite)
indata <- unserializeJSON(fromJSON("lala.json"))
which gives
metadata.iso_language_code metadata.result_type created_at
1 en recent Thu Oct 22 01:19:44 +0000 2015
2 en recent Thu Oct 22 01:15:46 +0000 2015
3 en recent Wed Oct 21 20:01:57 +0000 2015
id id_str
1 6.570034e+17 657003367575760896
2 6.570024e+17 657002373307568129
3 6.569234e+17 656923397985816576
and str(indata) yields
'data.frame': 3 obs. of 24 variables:
$ metadata :'data.frame': 3 obs. of 2 variables:
..$ iso_language_code: chr "en" "en" "en"
..$ result_type : chr "recent" "recent" "recent"
$ created_at : chr "Thu Oct 22 01:19:44 +0000 2015" "Thu Oct 22 01:15:46 +0000 2015" "Wed Oct 21 20:01:57 +0000 2015"
$ id : num 6.57e+17 6.57e+17 6.57e+17
$ id_str : chr "657003367575760896" "657002373307568129" "656923397985816576"
$ text : chr "@esorarad It worked, in case youre curious, since I keep bothering you." "@esorarad still testing!!" "@esorarad Hey Dara! Tweeting at you so I can test a program I'm making :P Hopeful game night in the near future!"
$ source : chr "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>" "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>" "<a href=\"http://twitter.com\" rel=\"nofollow\">Twitter Web Client</a>"
$ truncated : logi FALSE FALSE FALSE
$ in_reply_to_status_id : logi NA NA NA
$ in_reply_to_status_id_str: logi NA NA NA
$ in_reply_to_user_id : num 1.51e+09 1.51e+09 1.51e+09
$ in_reply_to_user_id_str : chr "1512420228" "1512420228" "1512420228"
$ in_reply_to_screen_name : chr "esorarad" "esorarad" "esorarad"
$ user :'data.frame': 3 obs. of 40 variables:
..$ id : num 75328338 75328338 75328338
..$ id_str : chr "75328338" "75328338" "75328338"
..$ name : chr "Thomas" "Thomas" "Thomas"
..$ screen_name : chr "uName" "uName" "uName"
..$ location : chr "Philadelphia PA" "Philadelphia PA" "Philadelphia PA"
..$ description : chr "" "" ""
..$ url : logi NA NA NA
..$ entities :'data.frame': 3 obs. of 1 variable:
.. ..$ description:'data.frame': 3 obs. of 1 variable:
.. .. ..$ urls:List of 3
.. .. .. ..$ : list()
.. .. .. ..$ : list()
.. .. .. ..$ : list()
..$ protected : logi FALSE FALSE FALSE
..$ followers_count : num 36 36 36
..$ friends_count : num 244 244 244
..$ listed_count : num 1 1 1
..$ created_at : chr "Fri Sep 18 16:56:20 +0000 2009" "Fri Sep 18 16:56:20 +0000 2009" "Fri Sep 18 16:56:20 +0000 2009"
..$ favourites_count : num 121 121 121
..$ utc_offset : num -18000 -18000 -18000
..$ time_zone : chr "Quito" "Quito" "Quito"
..$ geo_enabled : logi FALSE FALSE FALSE
..$ verified : logi FALSE FALSE FALSE
..$ statuses_count : num 616 616 616
..$ lang : chr "en" "en" "en"
..$ contributors_enabled : logi FALSE FALSE FALSE
..$ is_translator : logi FALSE FALSE FALSE
..$ is_translation_enabled : logi FALSE FALSE FALSE
..$ profile_background_color : chr "C0DEED" "C0DEED" "C0DEED"
..$ profile_background_image_url : chr "http://abs.twimg.com/images/themes/theme1/bg.png" "http://abs.twimg.com/images/themes/theme1/bg.png" "http://abs.twimg.com/images/themes/theme1/bg.png"
..$ profile_background_image_url_https: chr "https://abs.twimg.com/images/themes/theme1/bg.png" "https://abs.twimg.com/images/themes/theme1/bg.png" "https://abs.twimg.com/images/themes/theme1/bg.png"
..$ profile_background_tile : logi FALSE FALSE FALSE
..$ profile_image_url : chr "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "http://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
..$ profile_image_url_https : chr "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg" "https://pbs.twimg.com/profile_images/563789490821410817/vB2dhVj1_normal.jpeg"
..$ profile_link_color : chr "0084B4" "0084B4" "0084B4"
..$ profile_sidebar_border_color : chr "C0DEED" "C0DEED" "C0DEED"
..$ profile_sidebar_fill_color : chr "DDEEF6" "DDEEF6" "DDEEF6"
..$ profile_text_color : chr "333333" "333333" "333333"
..$ profile_use_background_image : logi TRUE TRUE TRUE
..$ has_extended_profile : logi FALSE FALSE FALSE
..$ default_profile : logi TRUE TRUE TRUE
..$ default_profile_image : logi FALSE FALSE FALSE
..$ following : logi FALSE FALSE FALSE
..$ follow_request_sent : logi FALSE FALSE FALSE
..$ notifications : logi FALSE FALSE FALSE
$ geo : logi NA NA NA
$ coordinates : logi NA NA NA
$ place : logi NA NA NA
$ contributors : logi NA NA NA
$ is_quote_status : logi FALSE FALSE FALSE
$ retweet_count : num 0 0 0
$ favorite_count : num 0 0 0
$ entities :'data.frame': 3 obs. of 4 variables:
..$ hashtags :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
..$ symbols :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
..$ user_mentions:List of 3
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
.. ..$ :'data.frame': 1 obs. of 5 variables:
.. .. ..$ screen_name: chr "esorarad"
.. .. ..$ name : chr "esorarad"
.. .. ..$ id : num 1.51e+09
.. .. ..$ id_str : chr "1512420228"
.. .. ..$ indices :List of 1
.. .. .. ..$ : num 0 9
..$ urls :List of 3
.. ..$ : list()
.. ..$ : list()
.. ..$ : list()
$ favorited : logi FALSE FALSE FALSE
$ retweeted : logi FALSE FALSE FALSE
$ lang : chr "en" "en" "en"
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