Coded Bias
2020 · 86 min · Director: Shalini Kantayya
Show plot summary (may contain spoilers)
When MIT Media Lab researcher Joy Buolamwini discovers that facial recognition does not see dark-skinned faces accurately, she embarks on a journey to push for the first-ever U.S. legislation against bias in algorithms that impact us all.
Emotional fingerprint
Coded Bias (2020) — Movie. Top emotional signals: Anxiety 30%, Anger 25%, Empathy 20%. Source: AI estimate. Shares describe emotional signal, not percentages of people. Your experience may differ. How we measure
- Anxiety30%
- Anger25%
- Empathy20%
- Inspiration15%
- Hope10%
AI estimate · no viewer votes yet
How we measure
AI estimate
Share of emotional signal, not the percentage of people or a probability of enjoyment.
Each viewer contributes one response, split equally across their selected emotions. When available, an automated estimate supplies a prior that is blended with those responses. Counts include distinct viewers, not automated estimates or archived anonymous votes. Fewer than 3 viewers is an early estimate; more responses do not guarantee certainty.
Why it feels this way
The strongest emotional signals are Anxiety, Anger, Empathy. Genres: Documentary. AI estimate.
Is it worth watching?
Consider this title if you are looking for Anxiety, Anger and Empathy. Its IMDb rating of 6.8/10 suggests a generally positive audience reception. For these leading emotions, its Feel Score is 68/100.
How did it make you feel?
Votes are saved to the fingerprint once you’re signed in.
Pick up to three · 0/3
Emotional journey
- Anxiety
- Anger
- Hope
Not enough subtitle evidence
No dominant emotion
Dominant emotion: Curiosity
Dominant emotion: Anxiety
Dominant emotion: Anger
Dominant emotion: Hope
Dominant emotion: Empathy
Dominant emotion
| % | Approximate minute | Dominant emotion | Overall intensity | Anxiety | Anger | Hope |
|---|---|---|---|---|---|---|
| 2.5 % | ≈ 2′ | Curiosity | 57 % | 37 % | 20 % | 13 % |
| 7.5 % | ≈ 6′ | Curiosity | 60 % | 48 % | 34 % | 13 % |
| 12.5 % | ≈ 11′ | Anxiety | 65 % | 59 % | 45 % | 11 % |
| 17.5 % | ≈ 15′ | Anxiety | 69 % | 65 % | 48 % | 8 % |
| 22.5 % | ≈ 19′ | Anxiety | 70 % | 66 % | 49 % | 10 % |
| 27.5 % | ≈ 24′ | Anxiety | 71 % | 64 % | 55 % | 19 % |
| 32.5 % | ≈ 28′ | Anger | 71 % | 64 % | 60 % | 18 % |
| 37.5 % | ≈ 32′ | Anxiety | 69 % | 65 % | 56 % | 11 % |
| 42.5 % | ≈ 37′ | Anxiety | 70 % | 65 % | 55 % | 11 % |
| 47.5 % | ≈ 41′ | Anger | 70 % | 58 % | 59 % | 18 % |
| 52.5 % | ≈ 45′ | Anger | 65 % | 45 % | 59 % | 23 % |
| 57.5 % | ≈ 49′ | Anger | 66 % | 45 % | 60 % | 24 % |
| 62.5 % | ≈ 54′ | Anger | 71 % | 44 % | 55 % | 40 % |
| 67.5 % | ≈ 58′ | Hope | 70 % | 40 % | 44 % | 50 % |
| 72.5 % | ≈ 62′ | Anxiety | 69 % | 53 % | 49 % | 38 % |
| 77.5 % | ≈ 67′ | Empathy | 70 % | 61 % | 54 % | 39 % |
| 82.5 % | ≈ 71′ | Hope | 68 % | 60 % | 45 % | 50 % |
| 87.5 % | ≈ 75′ | Anxiety | 66 % | 56 % | 39 % | 55 % |
| 92.5 % | ≈ 80′ | Hope | 68 % | 53 % | 29 % | 53 % |
| 97.5 % | ≈ 84′ | Anxiety | 67 % | 55 % | 17 % | 42 % |
Rags to riches
Rags to riches: The emotional tone rises from negative to positive.
Riches to rags: The emotional tone falls from positive to negative.
Man in a hole: The tone falls, then recovers.
Icarus: The tone rises, then falls.
Cinderella: The tone rises, falls, then rises again.
Oedipus: The tone falls, rises, then falls again.
AI reading of the film’s English subtitles (dialogue and sound cues) — not viewer votes. How we measure ↗
Kadri — your film companion
AIAsk anything about Coded Bias. From the film’s own dialogue and FeelDB data, at your spoiler level.
Afterward Reveal viewer responses · may contain spoilers
Viewer responses about feelings after the title ended, separate from feelings while watching. No AI estimates.
0 responses so far
Feeling details appear after at least 3 viewers respond, to protect privacy.
Cast
Self
Self
Self
Self
Self
Self
Self
Self (archive footage)
Details
- Directed by
- Shalini Kantayya
- Written by
- Shalini Kantayya, Christopher Seward, Paul Rachman, Kurt Engfehr
- Type
- Movies
- Released
- 2020
- Runtime
- 86 min
- Country
- United States, China, United Kingdom
- Genres
- Documentary
- Ratings
- Feels mostly
- Anxiety
- Data updated
Where to watch
Rent
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