RyanHalliwell/IMDb-Media
Dataset Card for "BrightData/IMDb-Media" Dataset Summary Explore feature films, TV series, episodes, mini-series, documentaries, and more with this IMDb dataset, comprising over 249K structured records and 32 data fields updated and refreshed regularly. Each entry includes all major data points such as timestamp, title, URLs, release date, IMDb rating, reviews, awards, origin, category/genre, budget, cast, director, images, videos and more. For a complete list of… See the full description on the dataset page: https://huggingface.co/datasets/RyanHalliwell/IMDb-Media.
023
Dataset Card for "BrightData/IMDb-Media"
Dataset Summary
Explore feature films, TV series, episodes, mini-series, documentaries, and more with this IMDb dataset, comprising over 249K structured records and 32 data fields updated and refreshed regularly.
Each entry includes all major data points such as timestamp, title, URLs, release date, IMDb rating, reviews, awards, origin, category/genre, budget, cast, director, images, videos and more.
For a complete list of data points, please refer to the full "Data Dictionary" provided below.
To explore additional free and premium datasets, visit our website brightdata.com.
If you are using this dataset, we would love your feedback: Link to form.
Data Dictionary
Dataset Creation
Data Collection and Processing
The data collection process involved extracting information directly from IMDb, ensuring comprehensive coverage of the required attributes. Once collected, the data underwent several stages of processing:
- Parsing: Extracted raw data was parsed to convert it into a structured format.
- Cleaning: The cleaning process involved removing any irrelevant or erroneous entries to enhance data quality.
Validation:
To ensure data integrity, a validation process was implemented. Each entry is checked across various attributes, including:
- Uniqueness: Each record was checked to ensure it was unique, eliminating any duplicates.
- Completeness: The dataset was examined to confirm that all necessary fields were populated or filled, with missing data addressed appropriately.
- Consistency: Cross-validation checks were conducted to ensure consistency across various attributes, including comparison with historical records.
- Data Types Verification: Ensured that all data types were correctly assigned and consistent with expected formats.
- Fill Rates and Duplicate Checks: Conducted comprehensive checks to verify fill rates, ensuring no significant gaps in data, and rigorously screened for duplicates.
This ensures that the dataset meets the high standards of quality necessary for analysis, research and modeling.
Example JSON
<div style="max-height: 300px; overflow-y: auto; border: 1px solid #ccc; padding: 10px;">
[
{
"timestamp": "2024-05-09",
"url": "https://www.imdb.com/title/tt1533087/",
"title": "Soda Springs",
"popularity": null,
"genres": [
"Drama"
],
"presentation": "The story of a man's struggle to claim his future by confronting his past. The road is not an easy one as old demons resurface to threaten everything Eden has fought to overcome.",
"credit": [
{
"names": [
{
"link": "https://www.imdb.com/name/nm0006395",
"name": "Michael Feifer"
}
],
"title": "Director"
},
{
"names": [
{
"link": "https://www.imdb.com/name/nm0681893",
"name": "Jay Pickett"
},
{
"link": "https://www.imdb.com/name/nm0006395",
"name": "Michael Feifer"
}
],
"title": "Writers"
},
{
"names": [
{
"link": "https://www.imdb.com/name/nm0681893",
"name": "Jay Pickett"
},
{
"link": "https://www.imdb.com/name/nm0000643",
"name": "Tom Skerritt"
},
{
"link": "https://www.imdb.com/name/nm0695560",
"name": "Victoria Pratt"
}
],
"title": "Stars"
}
],
"videos": [
{
"link": "https://www.imdb.com/video/vi2070978841",
"name": "Soda Springs"
},
{
"link": "https://www.imdb.com/video/vi1391827737",
"name": "Soda Springs"
}
],
"photos": [
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm479233280",
"name": "Soda Springs (2012)"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3715698688",
"name": "Tom Skerritt, Michael Feifer, Michael Bowen, Patty McCormack, Jay Pickett, and Victoria Pratt in Soda Springs (2012)"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3382306560",
"name": "In SODA SPRINGS (2012). Used with permission."
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3611753728",
"name": "Receiving Audience Award for \"Soda Springs\" from Scott Glenn. Sun Valley Film Festival. "
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm1887543808",
"name": "Jay Pickett on Lucky - Soda Springs"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3279268608",
"name": "Tom Skerritt, Jay Pickett- Soda Springs"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3262491392",
"name": "Jamer Roush, Miranda Frigon, Jay Pickett, Victoria Pratt- Soda Springs Premier"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3245714176",
"name": "Production still from \"Soda Springs.\" Location, Sweet Idaho."
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3463817984",
"name": "Jay Pickett in Soda Springs (2012)"
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3527377920",
"name": "On location in Idaho-Shooting the dramatic feature \"Soda Springs\""
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3544155136",
"name": "On location in Idaho-Shooting the dramatic feature \"Soda Springs\""
},
{
"link": "https://www.imdb.com/title/tt1533087/mediaviewer/rm3577709568",
"name": "On location in Idaho-Shooting the dramatic feature \"Soda Springs\""
}
],
"top_cast": [
{
"actor": "Jay Pickett",
"character": "Eden",
"link": "https://www.imdb.com/name/nm0681893"
},
{
"actor": "Tom Skerritt",
"character": "Walt Jackson",
"link": "https://www.imdb.com/name/nm0000643"
},
{
"actor": "Victoria Pratt",
"character": "Shelly",
"link": "https://www.imdb.com/name/nm0695560"
},
{
"actor": "Michael Bowen",
"character": "Larry",
"link": "https://www.imdb.com/name/nm0100889"
},
{
"actor": "Patty McCormack",
"character": "Beth",
"link": "https://www.imdb.com/name/nm0566478"
},
{
"actor": "Miranda Frigon",
"character": "Pam",
"link": "https://www.imdb.com/name/nm1058352"
},
{
"actor": "Henry Darrow",
"character": "El Quijano",
"link": "https://www.imdb.com/name/nm0201688"
},
{
"actor": "David H. Stevens",
"character": "Jake",
"link": "https://www.imdb.com/name/nm0828353"
},
{
"actor": "Hollis Welsh",
"character": "Sonya",
"link": "https://www.imdb.com/name/nm0920542"
},
{
"actor": "Lan Larison",
"character": "Christopher",
"link": "https://www.imdb.com/name/nm4248061"
},
{
"actor": "Dane Stevens",
"character": "Sheriff Griggs",
"link": "https://www.imdb.com/name/nm0827003"
},
{
"actor": "Tim Wrightman",
"character": "Deputy Baker",
"link": "https://www.imdb.com/name/nm0942950"
},
{
"actor": "Whitnie Mauney",
"character": "Violet",
"link": "https://www.imdb.com/name/nm3563263"
},
{
"actor": "Tony Devon",
"character": "Rex",
"link": "https://www.imdb.com/name/nm0222881"
},
{
"actor": "Robert Milburn",
"character": "Elderly Man",
"link": "https://www.imdb.com/name/nm3725598"
},
{
"actor": "Tanna Milburn",
"character": "Elderly Woman",
"link": "https://www.imdb.com/name/nm3725569"
}
],
"details_release_date": "3/27/2012 (United States)",
"details_countries_of_origin": "United States",
"details_official_site": "http://sodaspringsthemovie.com/",
"details_language": "English",
"details_also_known_as": null,
"details_filming_locations": "Idaho, USA",
"details_production_companies": "2C Entertainment",
"specs_color": "Color",
"specs_sound_mix": "Stereo",
"specs_aspect_ratio": "1.85 : 1",
"media_type": "Feature Film",
"imdb_rating": 6.2,
"poster_url": "https://www.imdb.com/title/tt1533087/mediaviewer/rm479233280",
"imdb_rating_count": 474,
"awards": "3 wins",
"critics_review_count": 1,
"review_count": 18,
"review_rating": 5,
"featured_review": "(2012) Soda Springs\nDRAMAAlthough, this film has a happy ending, I still have to give this film a respectable thumbs down, since the events regarding the crucial automobile accident contradicts what's revealed later. The overall experience plays like a made for TV movie or like a "Sunday Afternoon Special" focusing on actor, Jay Pickett (who also co-wrote the movie as well) plays Eden who's life comes tumbling down after being involved in an automobile accident that killed some people. Then the real movie starts once he's being let out early because of good behavior, and because of overcrowding. At first, viewers assumed that he's 100 percent guilty for that may not be the case. And as he's attempting to make things right, it is soon revealed that he also happens to have a son. Strictly by the book movie, which may not be bad had I not seen so much of this kind of movie theme before.",
"storyline": "The story of a man's struggle to claim his future by confronting his past. The road is not an easy one as old demons resurface to threaten everything Eden has fought to overcome.The story of a man's struggle to claim his future by confronting his past. The road is not an easy one as old demons resurface to threaten everything Eden has fought to overcome.",
"boxoffice_budget": "$1,500,000.00",
"episode_count": null
}
]