Marvel Superhero Movies Analytics

About the Dataset

With the release of a new Ant-Man film and the anticipation of another Guardians of the Galaxy installment, Marvel Cinematic Universe (MCU) fans are eagerly awaiting Phase 5's slate of superhero blockbusters. Amongst this excitement, a pivotal question emerges: which Marvel movie can claim the title of the best performer? Defining "best" hinges on the metrics used for assessment.

If critical acclaim is the yardstick, then movies with high critic scores like "Black Panther" and "Iron Man" stand tall. Alternatively, audience scores might guide the assessment, where films such as "Avengers: End Game" and "Spider-Man: No Way Home" captured viewers' hearts. For financial milestones, "Avengers: End Game" with its record-breaking worldwide gross and "Black Panther" with its exceptional percent of budget recovered both dominate the stage. The domestic market's perspective singles out "Spider-Man: No Way Home" for its remarkable revenue within the US.

In the ever-expanding universe of MCU, the quest to identify the "best" performing Marvel movie remains a multidimensional puzzle, with each metric offering a distinct lens through which to view the impressive accomplishments of these superhero epics.

This dataset is obtained from www.kaggle.com, and this article is published on 03 AUG 2023. Note that the available dataset may only be a small portion of complete set at any given point.

Automated Data Catalog with MachEye

With its low-prep/no-prep data catalog process, MachEye categorizes data into entities and attributes, identifies entity relationships, and enriches the metadata by assigning friendly names. MachEye also measures the quality of data across multiple parameters such as clarity, completeness, consistency, integrity, interpretability, timeliness and uniqueness and scores it on a data quality index. The lower the score, the higher the data quality.

Data Quality Index

Entity Relationships

Data Catalog

Dataset Insights from MachEye

Here are some interesting answers to questions and insights presented by MachEye on this dataset. These answers and insights are presented in the form of interactive charts, pivot tables, text narratives, and audio-visual data stories.

What is the average worldwide gross of all the movies in the dataset?

The average worldwide gross is 941M among all Marvel Superhero Movies.

Which movie had the lowest critics score?

Eternals is the movie with lowest Critics score at 47%.

What are the average opening weekend earnings against the budgets?

137M is the average opening weekend gross against an average budget of 199M.

List the movies released in the year 2020 or later

There are a total of 7 Marvel Superhero Movies released after 2020.

Calculate the average domestic gross for the "Spider-Man" movies

The average of Domestic gross for Spider-Man is $513M.

Which movie had the highest percentage of budget recovered?

At 956%, the movie Spider-Man: No Way Home has the highest % of Budget Recovered

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