Research evidenceResearch evidence — scores and sourced research

Scored entertainment-first on WhatSphere's content-balance model 3

Its showrunner stated on the record that "the real world is not 100% white — explaining why the show's casting had to reflect racial diversity, noting he pitched Josie and the Pussycats as Destiny's Ch…" 1. Its showrunner stated on the record that "aguirre-Sacasa issued a public apology after cast member Vanessa Morgan criticized Black characters being written as sidekicks and villains, pledging to hire m…" 2. Taken together, the content-balance model places it entertainment-first at 10 of 100 3. Relative to the expected cast make-up for its production origin, on-screen representation registers above the baseline for mixed-heritage and Hispanic and below it for White 4.

The receipts — every claim above is sourced
  1. 1
    Creator statementshowrunner: "The real world is not 100% white — explaining why the show's casting had to reflect racial diversity, noting he pitched Josie and the Pussycats as Destiny's Child from day one given his own Nicaragua…"CBR, 2017 source ↗
  2. 2
    Creator statementshowrunner: "Aguirre-Sacasa issued a public apology after cast member Vanessa Morgan criticized Black characters being written as sidekicks and villains, pledging to hire more writers and producers of color and c…"Deadline, June 2020 source ↗
  3. 3
    Content balanceAdvocacy 10 of 100, tier entertainment-first.WhatSphere content-balance model, score_version 1
  4. 4
    RepresentationRepresentation vs production-origin baseline: mixed-heritage 77, Hispanic 70, White 21.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 12, 2026Scored, pending verification.Think a score is wrong? Submit a correction.

Synopsis

Set in the present, the series offers a bold, subversive take on Archie, Betty, Veronica and their friends, exploring the surreality of small-town life, the darkness and weirdness bubbling beneath Riverdale’s wholesome facade.

Young MaleYoung FemaleMature MaleMature Female
Primary audienceOlder Women
Mainstream

Quadrant Scores

Young Men
37
Young Women
48
Older Men
52
Older Women
63
Advocacy10
Entertainment

Audience Representation

White
21
Black
48
Hispanic
70
Asian
38
South Asian
46
Middle Eastern
48
Indigenous
48
Mixed
77
Other
48
LGBTQ+
21

Where to Watch (US)

Stream
NetflixNetflixNetflix Standard with AdsNetflix Standard with Ads
Buy
Amazon VideoAmazon VideoApple TV StoreApple TV StoreGoogle Play MoviesGoogle Play MoviesFandango At HomeFandango At Home

View streaming options ↗

Score version: v1Data confidence: 100%How are scores calculated?

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Advocacy Over Time in Crime

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

25507519292026
Average advocacy score of Crime titles by release year
YearAverage advocacyTitles
192913
193102
193204
193702
194113
194413
194602
194802
195023
195102
195403
195502
195602
195803
195904
196003
196102
196222
196303
196402
196514
196704
196802
196905
197118
197214
197307
197415
197515
197604
197842
198003
198314
198415
198607
198707
198803
1989110
199015
199134
199218
199307
1994210
1995110
199628
199729
1998010
1999312
2000113
2001010
200238
2003113
2004212
2005120
2006015
2007115
2008212
200927
201052
201125
201293
201358
201495
201576
201769
2018710
201947
202028
202179
202247
202365
202468
2025613
202635
This title (2017)101

This title (2017): advocacy 10 · explore Crime

Cast & Crew