Code
dplyr::glimpse(search_by_keyword)
Output
Rows: 10
Columns: 21
$ ad_creation_time <chr> "2022-01-01", "2022-01-01", "2022-01-01"~
$ ad_creative_bodies <list> "🟢 𝗟𝗜𝗩𝗘 𝗣𝗢𝗟𝗟: 𝗗𝗼 𝘆𝗼𝘂 𝗮𝗽𝗽𝗿𝗼𝘃𝗲 𝗼𝗳 𝗝𝗼𝗲 𝗕𝗶~
$ ad_creative_link_captions <list> "gop.com", "gop.com", "gop.com", "Whats~
$ ad_creative_link_descriptions <list> "RECORD YOUR RESPONSE NOW", "RECORD YOU~
$ ad_creative_link_titles <list> "RESPONSE REQUESTED", "RESPONSE REQUEST~
$ ad_delivery_start_time <chr> "2022-01-01", "2022-01-01", "2022-01-01"~
$ ad_delivery_stop_time <chr> "2022-01-01", "2022-01-01", "2022-01-02"~
$ ad_snapshot_url <chr> "https://www.facebook.com/ads/archive/re~
$ bylines <chr> "REPUBLICAN NATIONAL COMMITTEE", "REPUBL~
$ currency <chr> "USD", "USD", "USD", "USD", "USD", "USD"~
$ estimated_audience_size_lower <dbl> 1000001, 1000001, 1000001, 1000001, 5000~
$ estimated_audience_size_upper <dbl> NA, NA, NA, NA, 1e+05, NA, NA, NA, NA, NA
$ id <chr> "1585169241848220", "227087796152525", "~
$ impressions_lower <dbl> 5e+03, 4e+03, 4e+03, 0e+00, 0e+00, 4e+03~
$ impressions_upper <dbl> 5999, 4999, 4999, 999, 999, 4999, 14999,~
$ languages <list> "en", "en", "en", "en", "en", "en", "en"~
$ page_id <chr> "123192635089", "123192635089", "123192~
$ page_name <chr> "GOP", "GOP", "GOP", "Rep. John Leavitt"~
$ publisher_platforms <list> "facebook", "facebook", "facebook", <"fa~
$ spend_lower <dbl> 0, 0, 0, 0, 0, 0, 0, 1000, 0, 0
$ spend_upper <dbl> 99, 99, 99, 99, 99, 99, 99, 1499, 99, 99
Code
dplyr::glimpse(search_by_page)
Output
Rows: 20
Columns: 21
$ ad_creation_time <chr> "2023-10-26", "2023-10-26", "2023-10-26"~
$ ad_creative_bodies <list> "Folks, you know I hate to ask, but her~
$ ad_creative_link_captions <list> "secure.actblue.com", "secure.actblue.c~
$ ad_creative_link_descriptions <list> <NULL>, <NULL>, <NULL>, <NULL>, <NULL>,~
$ ad_creative_link_titles <list> "Pitch in to continue our progress", "P~
$ ad_delivery_start_time <chr> "2023-10-26", "2023-10-26", "2023-10-26"~
$ ad_delivery_stop_time <chr> "2023-11-01", "2023-10-31", "2023-10-31"~
$ ad_snapshot_url <chr> "https://www.facebook.com/ads/archive/re~
$ bylines <chr> "BIDEN VICTORY FUND", "BIDEN VICTORY FUN~
$ currency <chr> "USD", "USD", "USD", "USD", "USD", "USD"~
$ estimated_audience_size_lower <dbl> 100001, 100001, 100001, 1000001, 1000001~
$ estimated_audience_size_upper <dbl> 5e+05, 5e+05, 5e+05, NA, NA, NA, NA, NA,~
$ id <chr> "856711792702297", "864847911928458", "3~
$ impressions_lower <dbl> 15000, 0, 0, 10000, 50000, 4000, 0, 1000~
$ impressions_upper <dbl> 19999, 999, 999, 14999, 59999, 4999, 999~
$ languages <list> "en", "en", "en", "en", "en", "en", "en~
$ page_id <chr> "7860876103", "7860876103", "7860876103"~
$ page_name <chr> "Joe Biden", "Joe Biden", "Joe Biden", "~
$ publisher_platforms <list> <"facebook", "instagram">, <"facebook",~
$ spend_lower <dbl> 800, 0, 0, 0, 600, 0, 0, 0, 100, 0, 0, 0~
$ spend_upper <dbl> 899, 99, 99, 99, 699, 99, 99, 99, 199, 9~
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