Research evidenceResearch evidence — scores and sourced research

Scored entertainment-first on WhatSphere's content-balance model 5

Its director stated on the record that "growing up, you often hear about Africa as if it were one country rather than a continent, with no respect for the size and diversity of the various cultures,…" 1. Its director stated on the record that "what you see in African communities — women tend to hold it down, They tend to be the ones that help further the cause of the community, So, we wanted to highl…" 2. The adaptation scores 82 of 100 for faithfulness to that source 3. Its narrative-universality assessment registers 8 of 10 4. Taken together, the content-balance model places it entertainment-first at 15 of 100 5. Relative to the expected cast make-up for its production origin, on-screen representation registers above the baseline for Black and below it for White and Hispanic 6.

The receipts — every claim above is sourced
  1. 1
    Creator statementdirector: "Growing up, you often hear about Africa as if it were one country rather than a continent, with no respect for the size and diversity of the various cultures. So we tried to make Wakanda reflect that…"CBR, February 2018 source ↗
  2. 2
    Creator statementdirector: "What you see in African communities — women tend to hold it down. They tend to be the ones that help further the cause of the community. So, we wanted to highlight that."Okayplayer Q&A, Brooklyn Academy of Music, 2018 source ↗
  3. 3
    FaithfulnessFaithfulness 82 of 100.WhatSphere faithfulness checklist, score_version 1
  4. 4
    Narrative universalityNarrative universality 8 of 10; identity centrality incidental.WhatSphere content assessment. Narrative universality 8/10 -> advocacy signal 22
  5. 5
    Content balanceAdvocacy 15 of 100, tier entertainment-first.WhatSphere content-balance model, score_version 1. Swaps: 0 race, 0 gender, 0 critical -> 0
  6. 6
    RepresentationRepresentation vs production-origin baseline: Black 100, White 1, Hispanic 28.WhatSphere representation model, score_version 1

WhatSphere presents the sourced record; it does not cast the judgement. Every statement above is drawn from a stored, sourced row — shown beside it — and nothing is asserted beyond what those receipts support.

Data updated March 1, 2026Scored, pending verification.Think a score is wrong? Submit a correction.
Primary audienceYoung MenYoung Men100
Young MaleYoung FemaleMature MaleMature Female
Primary audienceYoung Men
Targeted

Quadrant Scores

Young Men
100
Young Women
26
Older Men
74
Older Women
0
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Audience Representation

White
1
Black
100
Hispanic
28
Asian
38
South Asian
46
Middle Eastern
48
Indigenous
48
Mixed
42
Other
48
LGBTQ+
0

Faithfulness

Faithfulness
82

Advocacy

Advocacy15
Entertainment

Where to Watch (US)

Stream
Disney PlusDisney PlusHuluHuluYouTube TVYouTube TV
Rent
Amazon VideoAmazon VideoApple TV StoreApple TV StoreGoogle Play MoviesGoogle Play MoviesYouTubeYouTubeFandango At HomeFandango At Home
Buy
Amazon VideoAmazon VideoApple TV StoreApple TV StoreGoogle Play MoviesGoogle Play MoviesYouTubeYouTubeFandango At HomeFandango At Home

View streaming options ↗

Source Material

Source material for this title, with author, type, publication year, and purchase link
TitleAuthorTypeYearPurchase link
Black Panther (Marvel Comics)Stan Lee, Jack Kirbycomic1966

Synopsis

King T'Challa returns home to the reclusive, technologically advanced African nation of Wakanda to serve as his country's new leader. However, T'Challa soon finds that he is challenged for the throne by factions within his own country as well as without.

Score version: v1Data confidence: 75%How are scores calculated?

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Lineage and popularity

AdaptationSource work
Black Panther (Marvel Comics) (1966) — Stan Lee, Jack Kirby

Open Library

Faithfulness 82. Copied from title_sphere_scores for display beside source lineage. Joins do not write this value.


What Changed from the Source

The production decisions behind this adaptation, as recorded — original versus on screen.

Source faithfulness: 82/100

Compare Black Panther

Put its audience profile side by side with any other title.

Compare with…Across the Marvel Cinematic Universe franchise

Advocacy Over Time in Action

The average advocacy score of Action titles by release year, with this title marked. Higher is more advocacy-driven.

25507519642026
Average advocacy score of Action titles by release year
YearAverage advocacyTitles
196432
196543
196604
196822
197002
197104
197232
197329
197503
197742
197923
198045
198143
198215
198337
1984411
198527
1986210
1987214
198814
1989110
199015
199119
199228
1993211
1994214
1995311
199619
1997413
1998210
1999313
2000111
2001220
2002317
2003414
2004319
2005418
2006323
2007318
2008322
200949
201078
2011512
2012910
2013716
2014109
20151016
2016209
20171417
20181520
20191618
20201413
20211425
20222032
20231725
20241232
2025535
2026530
This title (2018)151

● This title (2018): advocacy 15 · explore Action →

Cast & Crew

Nimoul Nims Bun (director) · Igor Meglic (director)