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@ElifSinemAktas
ElifSinemAktas authored Nov 27, 2022
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{
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"cell_type": "markdown",
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"##### MOVIES & CREDITS | EXPECTED OUTPUTS"
]
},
{
"cell_type": "markdown",
"id": "48ae9be9-a5ea-4120-996d-219bdb1d238a",
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"source": [
"##### 1. CAST\n",
"\n",
"```commandline\n",
"+--------+------+-------+-------------------+------------------------+------+-----+----------------+\n",
"|movie_id|title |cast_id|character |credit_id |gender|id |name |\n",
"+--------+------+-------+-------------------+------------------------+------+-----+----------------+\n",
"|19995 |Avatar|242 |Jake Sully |5602a8a7c3a3685532001c9a|2 |65731|Sam Worthington |\n",
"|19995 |Avatar|3 |Neytiri |52fe48009251416c750ac9cb|1 |8691 |Zoe Saldana |\n",
"|19995 |Avatar|25 |Dr. Grace Augustine|52fe48009251416c750aca39|1 |10205|Sigourney Weaver|\n",
"|19995 |Avatar|4 |Col. Quaritch |52fe48009251416c750ac9cf|2 |32747|Stephen Lang |\n",
"+--------+------+-------+-------------------+------------------------+------+-----+----------------+\n",
"```\n",
"- One row represents one player. \n",
"- credit_id nulls must be imputed with \"0000000000\"."
]
},
{
"cell_type": "markdown",
"id": "d8b350b1-2fe9-4a2a-a6c0-b7fb9d9fe302",
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"source": [
"##### 2. CREW\n",
"```commandline\n",
"+--------+------+------------------------+----------+------+----+------------------------+-----------------+\n",
"|movie_id|title |credit_id |department|gender|id |job |name |\n",
"+--------+------+------------------------+----------+------+----+------------------------+-----------------+\n",
"|19995 |Avatar|52fe48009251416c750aca23|Editing |0 |1721|Editor |Stephen E. Rivkin|\n",
"|19995 |Avatar|539c47ecc3a36810e3001f87|Art |2 |496 |Production Design |Rick Carter |\n",
"|19995 |Avatar|54491c89c3a3680fb4001cf7|Sound |0 |900 |Sound Designer |Christopher Boyes|\n",
"|19995 |Avatar|54491cb70e0a267480001bd0|Sound |0 |900 |Supervising Sound Editor|Christopher Boyes|\n",
"+--------+------+------------------------+----------+------+----+------------------------+-----------------+\n",
"```\n",
"- One row represents one crew.\n",
"- credit_id nulls must be imputed with \"0000000000\"."
]
},
{
"cell_type": "markdown",
"id": "9a8698c3-43a0-4778-86fb-11e95498a5a0",
"metadata": {},
"source": [
"##### 3. MOVIES\n",
"```commandline \n",
"+--------+--------------------+------+--------------------+-----------------+--------------------+--------------------+----------+------------+-------------+-------+--------+--------------------+------------+----------+\n",
"|movie_id| title|budget| homepage|original_language| original_title| overview|popularity|release_date| revenue|runtime| status| tagline|vote_average|vote_count|\n",
"+--------+--------------------+------+--------------------+-----------------+--------------------+--------------------+----------+------------+-------------+-------+--------+--------------------+------------+----------+\n",
"| 19995| Avatar|2.37E8|http://www.avatar...| en| Avatar|In the 22nd centu...| 150.43758| 2009-12-10|2.787965087E9| 162|Released|Enter the World o...| 7.2| 11800|\n",
"| 285|Pirates of the Ca...| 3.0E8|http://disney.go....| en|Pirates of the Ca...|Captain Barbossa,...| 139.08261| 2007-05-19| 9.61E8| 169|Released|At the end of the...| 6.9| 4500|\n",
"| 206647| Spectre|2.45E8|http://www.sonypi...| en| Spectre|A cryptic message...|107.376785| 2015-10-26| 8.80674609E8| 148|Released|A Plan No One Esc...| 6.3| 4466|\n",
"| 49026|The Dark Knight R...| 2.5E8|http://www.thedar...| en|The Dark Knight R...|Following the dea...| 112.31295| 2012-07-16|1.084939099E9| 165|Released| The Legend Ends| 7.6| 9106|\n",
"| 49529| John Carter| 2.6E8|http://movies.dis...| en| John Carter|John Carter is a ...| 43.926994| 2012-03-07| 2.841391E8| 132|Released|Lost in our world...| 6.1| 2124|\n",
"+--------+--------------------+------+--------------------+-----------------+--------------------+--------------------+----------+------------+-------------+-------+--------+--------------------+------------+----------+\n",
"```\n",
"- Schema:\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- title: string (nullable = true)\n",
" |-- budget: double (nullable = true)\n",
" |-- homepage: string (nullable = true)\n",
" |-- original_language: string (nullable = true)\n",
" |-- original_title: string (nullable = true)\n",
" |-- overview: string (nullable = true)\n",
" |-- popularity: float (nullable = true)\n",
" |-- release_date: date (nullable = true)\n",
" |-- revenue: double (nullable = true)\n",
" |-- runtime: integer (nullable = true)\n",
" |-- status: string (nullable = true)\n",
" |-- tagline: string (nullable = true)\n",
" |-- vote_average: float (nullable = true)\n",
" |-- vote_count: integer (nullable = true)\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "f985b7b0-1006-4555-a221-201395d98e68",
"metadata": {},
"source": [
"##### 4. GENRES\n",
"```commandline\n",
"+--------+---+---------------+\n",
"|movie_id| id| name|\n",
"+--------+---+---------------+\n",
"| 19995| 28| Action|\n",
"| 19995| 12| Adventure|\n",
"| 19995| 14| Fantasy|\n",
"| 19995|878|Science Fiction|\n",
"| 285| 12| Adventure|\n",
"+--------+---+---------------+\n",
"```\n",
"- Schema\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- id: integer (nullable = true)\n",
" |-- name: string (nullable = true)\n",
"```\n",
"- id nulls must be imputed with -9999."
]
},
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"source": [
"##### 5. KEYWORDS\n",
"```commandline\n",
"+--------+----+-------------+\n",
"|movie_id| id| name|\n",
"+--------+----+-------------+\n",
"| 19995|1463|culture clash|\n",
"| 19995|2964| future|\n",
"| 19995|3386| space war|\n",
"| 19995|3388| space colony|\n",
"| 19995|3679| society|\n",
"+--------+----+-------------+\n",
"```\n",
"- Schema\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- id: integer (nullable = true)\n",
" |-- name: string (nullable = true)\n",
"```\n",
"- id nulls must be imputed with -9999."
]
},
{
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"source": [
"##### 6. PRODUCTION_COMPANIES\n",
"```commandline\n",
"+--------+---+--------------------+\n",
"|movie_id| id| name|\n",
"+--------+---+--------------------+\n",
"| 19995|289|Ingenious Film Pa...|\n",
"| 19995|306|Twentieth Century...|\n",
"| 19995|444| Dune Entertainment|\n",
"| 19995|574|Lightstorm Entert...|\n",
"| 285| 2|Walt Disney Pictures|\n",
"+--------+---+--------------------+\n",
"```\n",
"- Schema\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- id: integer (nullable = true)\n",
" |-- name: string (nullable = true)\n",
"```\n",
"- id nulls must be imputed with -9999."
]
},
{
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"metadata": {},
"source": [
"##### 7. PRODUCTION_COUNTRIES\n",
"```commandline\n",
"+--------+----------+--------------------+\n",
"|movie_id|iso_3166_1| name|\n",
"+--------+----------+--------------------+\n",
"| 19995| US|United States of ...|\n",
"| 19995| GB| United Kingdom|\n",
"| 285| US|United States of ...|\n",
"| 206647| GB| United Kingdom|\n",
"| 206647| US|United States of ...|\n",
"+--------+----------+--------------------+\n",
"```\n",
"- Schema\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- iso_3166_1: string (nullable = true)\n",
" |-- name: string (nullable = true)\n",
"```\n",
"- iso_3166_1 nulls must be imputed with XX."
]
},
{
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"id": "40f4fcbc-3db4-416c-b373-110bc0dd1b9c",
"metadata": {},
"source": [
"##### 8. SPOKEN_LANGUAGES\n",
"```commandline\n",
"+--------+---------+--------+\n",
"|movie_id|iso_639_1| name|\n",
"+--------+---------+--------+\n",
"| 19995| en| English|\n",
"| 19995| es| Español|\n",
"| 285| en| English|\n",
"| 206647| fr|Français|\n",
"| 206647| en| English|\n",
"+--------+---------+--------+\n",
"```\n",
"- Schema\n",
"```commandline\n",
"root\n",
" |-- movie_id: string (nullable = true)\n",
" |-- iso_639_1: string (nullable = true)\n",
" |-- name: string (nullable = true)\n",
"```\n",
"- iso_639_1 nulls must be imputed with XX."
]
}
],
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