Top IMDB Movie Dialogue Pacing Statistics
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About
Statistics are provided about the time duration intervals between two successive subtitles found within 5,000 of the highest-ranked movies on IMDB. The data serves as a valuable resource for developers and researchers interested in analysing how dialogue is paced in cinema. Furthermore, it is instrumental in developing tools intended to enhance the film-watching experience.
Columns
imdb_id: The unique IMDB identifier for the movie.title: The name of the film.release_date: The movie's date of release.subtitle_perc_gap: The percentage representation of all gaps (time between two consecutive subtitles) relative to the overall film runtime.subtitle_total_gap: The aggregated total duration of time elapsed between consecutive subtitles.subtitle_mean_gap: The calculated average time duration between subtitles.subtitle_total_gap_above_10_sec: The average duration between subtitles where the interval was greater than 10 seconds.subtitle_#gap_above_60_sec: The total number of instances where the duration between subtitles exceeded 60 seconds.
Distribution
The dataset includes statistics pertaining to 5,000 top-ranked IMDB movies. The data file, which is typically provided in CSV format, is approximately 1.13 MB in size and contains 20 columns. Key metrics, such as total subtitle gap duration, have 4,976 valid records. The mean percentage of gaps relative to runtime is 0.187. The total mean subtitle duration across the dataset is calculated at 4,837.089 seconds.
Usage
This resource is ideal for film analysis and dialogue tempo studies. It can be utilised to create or optimise tools like the Dynamic Adjustment of Playback Speed (DAPS) extension, which speeds up playback during gaps between dialogues. Users can apply this data to determine optimal minimum duration settings for speeding up, depending on the film's genre (e.g., higher minimum duration for fast-paced action movies). It also allows users to study how different settings impact movie pacing and the overall effect of dialogue scenes.
Coverage
The data covers 5,000 globally recognised, top-ranked movies from the IMDB platform. The release dates of the films range widely, from 1891 onwards.
License
CC0: Public Domain
Who Can Use It
- Developers: Creating extensions or software to improve film viewing by automating playback speed adjustments during silent periods.
- Researchers and Academics: Analysing the structural use of silence and dialogue in major cinematic works.
- Data Scientists: Studying temporal dynamics and pacing metrics within large-scale media datasets.
- Media Consumers: Individuals seeking to fine-tune playback settings for extensions like DAPS to achieve a preferred viewing experience.
Dataset Name Suggestions
- Top IMDB Movie Dialogue Pacing Statistics
- Film Subtitle Gap Metrics
- 5000 Movie Dialogue Interval Analysis
- Cinematic Dialogue Timing Data
Attributes
Original Data Source: Top IMDB Movie Dialogue Pacing Statistics
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