README.md
In mkearney/mjolnir:
mjolnir
The point of this package is to flatten recursive objects into tidy[ish] data frames whilst preserving maximum amount of information and using as little time as possible.
Demo
## get some nested data
library(rtweet)
## Welcome to rtweet v0.4.7!
rt <- search_tweets("lang:en", n = 300, parse = FALSE)
## Searching for tweets...
## Finished collecting tweets!
rt <- lapply(rt, "[[", "statuses")
## check the structure
str(rt, 2, vec.len = 0)
## List of 3
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo :'data.frame': 100 obs. of 2 variables:
## ..$ coordinates :'data.frame': 100 obs. of 2 variables:
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 27 variables:
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo : logi [1:100] NULL ...
## ..$ coordinates : logi [1:100] NULL ...
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 27 variables:
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo : logi [1:100] NULL ...
## ..$ coordinates : logi [1:100] NULL ...
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 28 variables:
## hammer time
library(mjolnir)
mjolnir.list(rt)
## # A tibble: 300 x 535
## contributors created_at
## <chr> <chr>
## 1 <NA> Sat Jul 15 13:36:04 +0000 2017
## 2 <NA> Sat Jul 15 13:36:04 +0000 2017
## 3 <NA> Sat Jul 15 13:36:04 +0000 2017
## 4 <NA> Sat Jul 15 13:36:04 +0000 2017
## 5 <NA> Sat Jul 15 13:36:04 +0000 2017
## 6 <NA> Sat Jul 15 13:36:04 +0000 2017
## 7 <NA> Sat Jul 15 13:36:04 +0000 2017
## 8 <NA> Sat Jul 15 13:36:04 +0000 2017
## 9 <NA> Sat Jul 15 13:36:04 +0000 2017
## 10 <NA> Sat Jul 15 13:36:04 +0000 2017
## # ... with 290 more rows, and 533 more variables:
## # display_text_range <chr>, entities.hashtags.indices <chr>,
## # entities.hashtags.text <chr>, entities.media.display_url <chr>,
## # entities.media.expanded_url <chr>, entities.media.id <chr>,
## # entities.media.id_str <chr>, entities.media.indices <chr>,
## # entities.media.media_url <chr>, entities.media.media_url_https <chr>,
## # entities.media.sizes.large.h <chr>,
## # entities.media.sizes.large.resize <chr>,
## # entities.media.sizes.large.w <chr>,
## # entities.media.sizes.medium.h <chr>,
## # entities.media.sizes.medium.resize <chr>,
## # entities.media.sizes.medium.w <chr>,
## # entities.media.sizes.small.h <chr>,
## # entities.media.sizes.small.resize <chr>,
## # entities.media.sizes.small.w <chr>,
## # entities.media.sizes.thumb.h <chr>,
## # entities.media.sizes.thumb.resize <chr>,
## # entities.media.sizes.thumb.w <chr>,
## # entities.media.source_status_id <chr>,
## # entities.media.source_status_id_str <chr>,
## # entities.media.source_user_id <chr>,
## # entities.media.source_user_id_str <chr>, entities.media.type <chr>,
## # entities.media.url <chr>, entities.urls.display_url <chr>,
## # entities.urls.expanded_url <chr>, entities.urls.indices <chr>,
## # entities.urls.url <chr>, entities.user_mentions.id <chr>,
## # entities.user_mentions.id_str <chr>,
## # entities.user_mentions.indices <chr>,
## # entities.user_mentions.name <chr>,
## # entities.user_mentions.screen_name <chr>,
## # extended_entities.media.additional_media_info.monetizable <chr>,
## # extended_entities.media.additional_media_info.source_user.contributors_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.created_at <chr>,
## # extended_entities.media.additional_media_info.source_user.default_profile <chr>,
## # extended_entities.media.additional_media_info.source_user.default_profile_image <chr>,
## # extended_entities.media.additional_media_info.source_user.description <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.display_url <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.expanded_url <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.indices <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.url <chr>,
## # extended_entities.media.additional_media_info.source_user.favourites_count <chr>,
## # extended_entities.media.additional_media_info.source_user.follow_request_sent <chr>,
## # extended_entities.media.additional_media_info.source_user.followers_count <chr>,
## # extended_entities.media.additional_media_info.source_user.following <chr>,
## # extended_entities.media.additional_media_info.source_user.friends_count <chr>,
## # extended_entities.media.additional_media_info.source_user.geo_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.has_extended_profile <chr>,
## # extended_entities.media.additional_media_info.source_user.id <chr>,
## # extended_entities.media.additional_media_info.source_user.id_str <chr>,
## # extended_entities.media.additional_media_info.source_user.is_translation_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.is_translator <chr>,
## # extended_entities.media.additional_media_info.source_user.lang <chr>,
## # extended_entities.media.additional_media_info.source_user.listed_count <chr>,
## # extended_entities.media.additional_media_info.source_user.location <chr>,
## # extended_entities.media.additional_media_info.source_user.name <chr>,
## # extended_entities.media.additional_media_info.source_user.notifications <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_image_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_image_url_https <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_tile <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_banner_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_image_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_image_url_https <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_link_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_sidebar_border_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_sidebar_fill_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_text_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_use_background_image <chr>,
## # extended_entities.media.additional_media_info.source_user.protected <chr>,
## # extended_entities.media.additional_media_info.source_user.screen_name <chr>,
## # extended_entities.media.additional_media_info.source_user.statuses_count <chr>,
## # extended_entities.media.additional_media_info.source_user.time_zone <chr>,
## # extended_entities.media.additional_media_info.source_user.translator_type <chr>,
## # extended_entities.media.additional_media_info.source_user.url <chr>,
## # extended_entities.media.additional_media_info.source_user.utc_offset <chr>,
## # extended_entities.media.additional_media_info.source_user.verified <chr>,
## # extended_entities.media.display_url <chr>,
## # extended_entities.media.expanded_url <chr>,
## # extended_entities.media.id <chr>,
## # extended_entities.media.id_str <chr>,
## # extended_entities.media.indices <chr>,
## # extended_entities.media.media_url <chr>,
## # extended_entities.media.media_url_https <chr>,
## # extended_entities.media.sizes.large.h <chr>,
## # extended_entities.media.sizes.large.resize <chr>,
## # extended_entities.media.sizes.large.w <chr>,
## # extended_entities.media.sizes.medium.h <chr>,
## # extended_entities.media.sizes.medium.resize <chr>,
## # extended_entities.media.sizes.medium.w <chr>,
## # extended_entities.media.sizes.small.h <chr>,
## # extended_entities.media.sizes.small.resize <chr>,
## # extended_entities.media.sizes.small.w <chr>,
## # extended_entities.media.sizes.thumb.h <chr>, ...
mkearney/mjolnir documentation built on May 30, 2019, 7:20 a.m.
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mjolnir
The point of this package is to flatten recursive objects into tidy[ish] data frames whilst preserving maximum amount of information and using as little time as possible.
Demo
## get some nested data
library(rtweet)
## Welcome to rtweet v0.4.7!
rt <- search_tweets("lang:en", n = 300, parse = FALSE)
## Searching for tweets...
## Finished collecting tweets!
rt <- lapply(rt, "[[", "statuses")
## check the structure
str(rt, 2, vec.len = 0)
## List of 3
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo :'data.frame': 100 obs. of 2 variables:
## ..$ coordinates :'data.frame': 100 obs. of 2 variables:
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 27 variables:
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo : logi [1:100] NULL ...
## ..$ coordinates : logi [1:100] NULL ...
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 27 variables:
## $ :'data.frame': 100 obs. of 31 variables:
## ..$ created_at : chr [1:100] ...
## ..$ id : num [1:100] NULL ...
## ..$ id_str : chr [1:100] ...
## ..$ text : chr [1:100] ...
## ..$ truncated : logi [1:100] NULL ...
## ..$ display_text_range :List of 100
## ..$ entities :'data.frame': 100 obs. of 5 variables:
## ..$ metadata :'data.frame': 100 obs. of 2 variables:
## ..$ source : chr [1:100] ...
## ..$ in_reply_to_status_id : num [1:100] NULL ...
## ..$ in_reply_to_status_id_str: chr [1:100] ...
## ..$ in_reply_to_user_id : num [1:100] NULL ...
## ..$ in_reply_to_user_id_str : chr [1:100] ...
## ..$ in_reply_to_screen_name : chr [1:100] ...
## ..$ user :'data.frame': 100 obs. of 42 variables:
## ..$ geo : logi [1:100] NULL ...
## ..$ coordinates : logi [1:100] NULL ...
## ..$ place :'data.frame': 100 obs. of 10 variables:
## ..$ contributors : logi [1:100] NULL ...
## ..$ is_quote_status : logi [1:100] NULL ...
## ..$ retweet_count : int [1:100] NULL ...
## ..$ favorite_count : int [1:100] NULL ...
## ..$ favorited : logi [1:100] NULL ...
## ..$ retweeted : logi [1:100] NULL ...
## ..$ possibly_sensitive : logi [1:100] NULL ...
## ..$ lang : chr [1:100] ...
## ..$ retweeted_status :'data.frame': 100 obs. of 30 variables:
## ..$ extended_entities :'data.frame': 100 obs. of 1 variable:
## ..$ quoted_status_id : num [1:100] NULL ...
## ..$ quoted_status_id_str : chr [1:100] ...
## ..$ quoted_status :'data.frame': 100 obs. of 28 variables:
## hammer time
library(mjolnir)
mjolnir.list(rt)
## # A tibble: 300 x 535
## contributors created_at
## <chr> <chr>
## 1 <NA> Sat Jul 15 13:36:04 +0000 2017
## 2 <NA> Sat Jul 15 13:36:04 +0000 2017
## 3 <NA> Sat Jul 15 13:36:04 +0000 2017
## 4 <NA> Sat Jul 15 13:36:04 +0000 2017
## 5 <NA> Sat Jul 15 13:36:04 +0000 2017
## 6 <NA> Sat Jul 15 13:36:04 +0000 2017
## 7 <NA> Sat Jul 15 13:36:04 +0000 2017
## 8 <NA> Sat Jul 15 13:36:04 +0000 2017
## 9 <NA> Sat Jul 15 13:36:04 +0000 2017
## 10 <NA> Sat Jul 15 13:36:04 +0000 2017
## # ... with 290 more rows, and 533 more variables:
## # display_text_range <chr>, entities.hashtags.indices <chr>,
## # entities.hashtags.text <chr>, entities.media.display_url <chr>,
## # entities.media.expanded_url <chr>, entities.media.id <chr>,
## # entities.media.id_str <chr>, entities.media.indices <chr>,
## # entities.media.media_url <chr>, entities.media.media_url_https <chr>,
## # entities.media.sizes.large.h <chr>,
## # entities.media.sizes.large.resize <chr>,
## # entities.media.sizes.large.w <chr>,
## # entities.media.sizes.medium.h <chr>,
## # entities.media.sizes.medium.resize <chr>,
## # entities.media.sizes.medium.w <chr>,
## # entities.media.sizes.small.h <chr>,
## # entities.media.sizes.small.resize <chr>,
## # entities.media.sizes.small.w <chr>,
## # entities.media.sizes.thumb.h <chr>,
## # entities.media.sizes.thumb.resize <chr>,
## # entities.media.sizes.thumb.w <chr>,
## # entities.media.source_status_id <chr>,
## # entities.media.source_status_id_str <chr>,
## # entities.media.source_user_id <chr>,
## # entities.media.source_user_id_str <chr>, entities.media.type <chr>,
## # entities.media.url <chr>, entities.urls.display_url <chr>,
## # entities.urls.expanded_url <chr>, entities.urls.indices <chr>,
## # entities.urls.url <chr>, entities.user_mentions.id <chr>,
## # entities.user_mentions.id_str <chr>,
## # entities.user_mentions.indices <chr>,
## # entities.user_mentions.name <chr>,
## # entities.user_mentions.screen_name <chr>,
## # extended_entities.media.additional_media_info.monetizable <chr>,
## # extended_entities.media.additional_media_info.source_user.contributors_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.created_at <chr>,
## # extended_entities.media.additional_media_info.source_user.default_profile <chr>,
## # extended_entities.media.additional_media_info.source_user.default_profile_image <chr>,
## # extended_entities.media.additional_media_info.source_user.description <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.display_url <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.expanded_url <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.indices <chr>,
## # extended_entities.media.additional_media_info.source_user.entities.url.urls.url <chr>,
## # extended_entities.media.additional_media_info.source_user.favourites_count <chr>,
## # extended_entities.media.additional_media_info.source_user.follow_request_sent <chr>,
## # extended_entities.media.additional_media_info.source_user.followers_count <chr>,
## # extended_entities.media.additional_media_info.source_user.following <chr>,
## # extended_entities.media.additional_media_info.source_user.friends_count <chr>,
## # extended_entities.media.additional_media_info.source_user.geo_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.has_extended_profile <chr>,
## # extended_entities.media.additional_media_info.source_user.id <chr>,
## # extended_entities.media.additional_media_info.source_user.id_str <chr>,
## # extended_entities.media.additional_media_info.source_user.is_translation_enabled <chr>,
## # extended_entities.media.additional_media_info.source_user.is_translator <chr>,
## # extended_entities.media.additional_media_info.source_user.lang <chr>,
## # extended_entities.media.additional_media_info.source_user.listed_count <chr>,
## # extended_entities.media.additional_media_info.source_user.location <chr>,
## # extended_entities.media.additional_media_info.source_user.name <chr>,
## # extended_entities.media.additional_media_info.source_user.notifications <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_image_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_image_url_https <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_background_tile <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_banner_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_image_url <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_image_url_https <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_link_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_sidebar_border_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_sidebar_fill_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_text_color <chr>,
## # extended_entities.media.additional_media_info.source_user.profile_use_background_image <chr>,
## # extended_entities.media.additional_media_info.source_user.protected <chr>,
## # extended_entities.media.additional_media_info.source_user.screen_name <chr>,
## # extended_entities.media.additional_media_info.source_user.statuses_count <chr>,
## # extended_entities.media.additional_media_info.source_user.time_zone <chr>,
## # extended_entities.media.additional_media_info.source_user.translator_type <chr>,
## # extended_entities.media.additional_media_info.source_user.url <chr>,
## # extended_entities.media.additional_media_info.source_user.utc_offset <chr>,
## # extended_entities.media.additional_media_info.source_user.verified <chr>,
## # extended_entities.media.display_url <chr>,
## # extended_entities.media.expanded_url <chr>,
## # extended_entities.media.id <chr>,
## # extended_entities.media.id_str <chr>,
## # extended_entities.media.indices <chr>,
## # extended_entities.media.media_url <chr>,
## # extended_entities.media.media_url_https <chr>,
## # extended_entities.media.sizes.large.h <chr>,
## # extended_entities.media.sizes.large.resize <chr>,
## # extended_entities.media.sizes.large.w <chr>,
## # extended_entities.media.sizes.medium.h <chr>,
## # extended_entities.media.sizes.medium.resize <chr>,
## # extended_entities.media.sizes.medium.w <chr>,
## # extended_entities.media.sizes.small.h <chr>,
## # extended_entities.media.sizes.small.resize <chr>,
## # extended_entities.media.sizes.small.w <chr>,
## # extended_entities.media.sizes.thumb.h <chr>, ...
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