glimpse_imdb_5000.r

library(tidyverse)
library(here)
library(broom)
library(corrr)
library(forcats)
library(stringr)
library(lubridate)
library(gridExtra)

df <- read_csv("movie_metadata.csv")
df %>% glimpse()

Observations: 5,043
Variables: 28
$ color                     <chr> "Color", "Color", "Color", "Color", NA, "Color", "Color", "Color", "Color", "Color"...
$ director_name             <chr> "James Cameron", "Gore Verbinski", "Sam Mendes", "Christopher Nolan", "Doug Walker"...
$ num_critic_for_reviews    <int> 723, 302, 602, 813, NA, 462, 392, 324, 635, 375, 673, 434, 403, 313, 450, 733, 258,...
$ duration                  <int> 178, 169, 148, 164, NA, 132, 156, 100, 141, 153, 183, 169, 106, 151, 150, 143, 150,...
$ director_facebook_likes   <int> 0, 563, 0, 22000, 131, 475, 0, 15, 0, 282, 0, 0, 395, 563, 563, 0, 80, 0, 252, 188,...
$ actor_3_facebook_likes    <int> 855, 1000, 161, 23000, NA, 530, 4000, 284, 19000, 10000, 2000, 903, 393, 1000, 1000...
$ actor_2_name              <chr> "Joel David Moore", "Orlando Bloom", "Rory Kinnear", "Christian Bale", "Rob Walker"...
$ actor_1_facebook_likes    <int> 1000, 40000, 11000, 27000, 131, 640, 24000, 799, 26000, 25000, 15000, 18000, 451, 4...
$ gross                     <int> 760505847, 309404152, 200074175, 448130642, NA, 73058679, 336530303, 200807262, 458...
$ genres                    <chr> "Action|Adventure|Fantasy|Sci-Fi", "Action|Adventure|Fantasy", "Action|Adventure|Th...
$ actor_1_name              <chr> "CCH Pounder", "Johnny Depp", "Christoph Waltz", "Tom Hardy", "Doug Walker", "Daryl...
$ movie_title               <chr> "Avatar ", "Pirates of the Caribbean: At World's End ", "Spectre ", "The Dark Knigh...
$ num_voted_users           <int> 886204, 471220, 275868, 1144337, 8, 212204, 383056, 294810, 462669, 321795, 371639,...
$ cast_total_facebook_likes <int> 4834, 48350, 11700, 106759, 143, 1873, 46055, 2036, 92000, 58753, 24450, 29991, 202...
$ actor_3_name              <chr> "Wes Studi", "Jack Davenport", "Stephanie Sigman", "Joseph Gordon-Levitt", NA, "Pol...
$ facenumber_in_poster      <int> 0, 0, 1, 0, 0, 1, 0, 1, 4, 3, 0, 0, 1, 2, 1, 0, 4, 3, 4, 1, 0, 0, 0, 6, 2, 0, 0, 0,...
$ plot_keywords             <chr> "avatar|future|marine|native|paraplegic", "goddess|marriage ceremony|marriage propo...
$ movie_imdb_link           <chr> "http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1", "http://www.imdb.com/title/...
$ num_user_for_reviews      <int> 3054, 1238, 994, 2701, NA, 738, 1902, 387, 1117, 973, 3018, 2367, 1243, 1832, 711, ...
$ language                  <chr> "English", "English", "English", "English", NA, "English", "English", "English", "E...
$ country                   <chr> "USA", "USA", "UK", "USA", NA, "USA", "USA", "USA", "USA", "UK", "USA", "USA", "UK"...
$ content_rating            <chr> "PG-13", "PG-13", "PG-13", "PG-13", NA, "PG-13", "PG-13", "PG", "PG-13", "PG", "PG-...
$ budget                    <int> 237000000, 300000000, 245000000, 250000000, NA, 263700000, 258000000, 260000000, 25...
$ title_year                <int> 2009, 2007, 2015, 2012, NA, 2012, 2007, 2010, 2015, 2009, 2016, 2006, 2008, 2006, 2...
$ actor_2_facebook_likes    <int> 936, 5000, 393, 23000, 12, 632, 11000, 553, 21000, 11000, 4000, 10000, 412, 5000, 2...
$ imdb_score                <dbl> 7.9, 7.1, 6.8, 8.5, 7.1, 6.6, 6.2, 7.8, 7.5, 7.5, 6.9, 6.1, 6.7, 7.3, 6.5, 7.2, 6.6...
$ aspect_ratio              <dbl> 1.78, 2.35, 2.35, 2.35, NA, 2.35, 2.35, 1.85, 2.35, 2.35, 2.35, 2.35, 2.35, 2.35, 2...
$ movie_facebook_likes      <int> 33000, 0, 85000, 164000, 0, 24000, 0, 29000, 118000, 10000, 197000, 0, 0, 5000, 480..