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MCU Film Financial and Review Data
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About
Data detailing all Marvel Cinematic Universe films extracted from IMDb. This resource was built using an in-house web scraping solution and provides critical metrics for the 24 movies released up to May 2019. It supports analysis of financial outcomes, audience ratings, and production specifics for one of Hollywood's largest franchises.
Columns
- Uniq Id: The unique identification tag assigned by the data crawler.
- Crawl Timestamp: The specific time the data was extracted, primarily concentrated on May 29, 2019.
- Pageurl: The specific URL on IMDb from which the data record was extracted.
- Title: The official name of the movie.
- Genres: Descriptive categories for the film, often listing combinations such as Action|Adventure|Sci-Fi.
- Release Date: The date the movie was released (96% valid).
- Movie Rating: The content rating assigned to the movie (e.g., PG-13), which is the most common rating.
- Review Rating: The audience or critic review score assigned to the film, with a calculated mean of 7.52.
- Movie Run Time: The total duration of the movie, expressed in minutes.
- Plot: A synopsis or descriptive details of the movie's story.
- Cast: A listing of the main actors and crew involved.
- Language: The language(s) in which the movie was made, with English being the most frequent entry (50%).
- Filming Locations: The places where the production took place, such as Atlanta, Georgia, USA.
- Budget: The monetary amount allocated for the production of the movie (88% valid).
- Collection: The monetary figures detailing the total box office takings.
- Collection Date: The specific date at which the box office collection figures were recorded; this field has significant missing values (83% missing).
Distribution
The resource is typically provided in a structured data format, such as CSV. The file size is 14.78 kB, containing 16 distinct columns across 24 unique records. The data is structured with unique IDs and extraction timestamps from May 2019. New data is expected to be integrated with an annual update frequency.
Usage
- Analyzing the correlation between production investment (Budget) and eventual financial success (Collection).
- Investigating audience critical sentiment using the Review Rating field to identify trends in viewer acceptance.
- Studying film content trends, such as typical movie run times and preferred genre combinations (e.g., Action|Adventure|Sci-Fi).
- Researching global film production logistics through the frequency and variety of Filming Locations.
Coverage
The scope focuses exclusively on Marvel Cinematic Universe movies released up until the data collection period in May 2019. The geographic details recorded reflect global filming locations. Data availability for specific fields varies; for example, budget figures are generally available, but collection date records are substantially incomplete.
License
CC0: Public Domain
Who Can Use It
- Film Industry Analysts: Professionals interested in quantifying the success factors of major studio franchises using verifiable metrics.
- Data Scientists: Users requiring real-world, structured data for training predictive models regarding cinema financial performance or audience reception.
- Academic Researchers: Individuals studying pop culture trends, the business of cinema, and the long-term sustainability of cinematic universes.
Dataset Name Suggestions
- MCU Film Financial and Review Data
- IMDb Marvel Movie Performance Metrics
- PromptCloud MCU Catalogue
Attributes
Original Data Source: MCU Film Financial and Review Data
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