Data Story

The Marquee

A cinematic ledger of budget, revenue, and audience chatter to reveal low-budget breakouts.

filmimdbtmdbbox-officebudgetaudience
Dataset scope
827
films
1953–2023
release years
$2.3B
max revenue
$365M
max budget
Built from the joined IMDB + TMDB release set, focusing on films with non-zero budgets and revenue.
Loading marquee data
Hypothesis

Low-budget films with unusually high audience attention are cultural outliers that punch above their production weight.

Question: Which films outperform budget expectations in audience response?

Method: Compare budget versus revenue and layer audience attention to find residuals.

Prediction: High-impact films cluster in lower budget ranges while still achieving outsized revenue and attention.

Test: Rank by impact and ROI, then compare top and bottom quartiles by decade.

Narrative Arc
Act I

The marquee lights with new releases, each bulb mapped to a film’s budget and box office glow.

Act II

A few bulbs blaze brighter than their budgets suggest, flickering with outsized audience chatter.

Act III

Those outliers step forward as the most disproportionate cultural impact stories.

Datasets
  • imdb.films
  • tmdb.movies
  • marquee.json
Limitations
  • Budget and revenue are not inflation-adjusted, so comparisons are most reliable within decades.
  • Popularity favors recent releases and marketing-heavy campaigns.
  • ROI outliers may include data inconsistencies or regional reporting gaps.
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