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LGBTQ+ Film Database: Ratings and Visibility Trends
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About
Exploring the evolution of queer cinema offers a window into the visibility and representation of LGBTQ+ individuals across global media. These records track films where queer themes and non-binary gender identities are explicitly represented, providing a valuable resource for understanding the historical impact and growing popularity of these narratives. By documenting titles from the late 19th century through to the present day, the data assists in identifying shifts in storytelling and the international reach of LGBTQ+ content.
Columns
- id: A unique numerical identifier for each film record.
- title: The official name of the movie in English.
- original_title: The title in its original language, including non-English characters.
- original_language: The primary language in which the record was produced.
- overview: A summary or descriptive text detailing the plot and themes of the movie.
- release_date: The specific date the film was first made available to audiences.
- popularity: A numerical metric representing the current popularity rating of the record.
- vote_average: The average rating given by viewers on a scale from 0 to 10.
- vote_count: The total number of individual votes recorded for the film.
- adult: A Boolean indicator identifying if the movie is classified for adult audiences.
- video: A logical value indicating whether the entry is a video.
- genre_ids: A comma-separated array of integers representing the specific genres assigned to the film.
Distribution
The information is delivered in a CSV format titled
lgbtq_movies.csv with a file size of approximately 2.75 MB. It contains 7,165 unique records across 12 columns. The dataset maintains a high standard of integrity with 100% validity for fields such as titles, IDs, and popularity metrics, achieving a perfect usability score of 10.00. Regular updates are expected on an annual basis.Usage
This resource is ideal for performing longitudinal studies on the growth of queer cinema over more than a century. Researchers can use the voting and popularity figures to benchmark audience reception across different eras or to build predictive models for film success within diverse markets. It also serves as a foundational dataset for social scientists wishing to map the frequency and geographic origins of non-binary representation in mainstream and independent media.
Coverage
The scope is global, featuring films in 65 unique original languages, with English-language content representing roughly 70% of the archive. Temporally, the data spans a vast period starting from 1 June 1882 and extending through to 21 December 2022. The demographic focus is specifically on the LGBTQ+ community, with a particular emphasis on including data where non-binary identities are explicitly represented.
License
CC0: Public Domain
Who Can Use It
Film historians can utilise the records to track the emergence of queer narratives from the silent era to the modern day. Data scientists may leverage the structured ratings and popularity metrics to train recommendation algorithms for diverse content platforms. Additionally, LGBTQ+ advocates and cultural researchers can use the statistics to illustrate the increasing volume and global impact of queer storytelling in the film industry.
Dataset Name Suggestions
- Global LGBTQ+ Cinema and Popularity Archive
- TidyRainbow: Historical Queer Film Registry
- International LGBTQ+ Movie Trends (1882–2022)
- The Evolution of Queer Representation in Global Media
- LGBTQ+ Film Database: Ratings and Visibility Trends
Attributes
Original Data Source:LGBTQ+ Film Database: Ratings and Visibility Trends
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