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DEEP DIVE · JOKER

The full breakdown

Detection, audio and scene analysis across every frame of Joker — derived from object recognition, transcript alignment and shot segmentation.

← Back to Joker
2019Crime, Thriller, Drama121.8 min● analyzed May 27, 2026
Total Detections
96,933
objects + faces
Unique Objects
122
distinct types
Detections / min
795.7
avg rate
Night Scenes
82.0%
low-light frames
Words Spoken
6,059
transcribed
Named Actors
14
face-id matched
SCENE BREAKDOWN

Distribution by type

100 scenes·22 distinct types detected
Outdoor
Night
Suspense
Outdoor38.5%
Night32.0%
Suspense12.9%
Empty5.6%
Romantic3.5%
Nature1.9%
General0.9%
Action0.8%
Intimate0.8%
Creature0.7%
Fight0.7%
Action crowd0.4%
Chase0.4%
Indoor0.2%
Police chase0.2%
Armed0.2%
Violent0.2%
Day0.1%
Disaster0.0%
Vehicle heavy0.0%
Substance use0.0%
Fire0.0%
GLOSSARY

What each label means

Outdoor
Exterior locations — sky, open ground, natural light.
Night
Dark or nighttime lighting — mean luminance below 0.25.
Suspense
Low motion + dark frame + low dialogue density — held tension.
Empty
No faces, low motion, no salient objects — establishing or transitional.
Romantic
Two-person framing with warm color flag + low motion + close proximity.
Nature
Outdoor scenes with dominant foliage, water, or terrain — no urban geometry.
General
Default bucket — frame did not match any specific scene type.
Action
General high-motion footage that doesn’t fit a more specific subtype.
Intimate
Two-person framing, close shot, low motion, sustained dialogue.
Fight
Close-range physical combat — body contact, rapid pose changes.
Action crowd
High motion + high people density — riots, battles, action set pieces.
Chase
Sustained pursuit — high motion vectors + vehicles or running figures.
Indoor
Interior locations — ceilings, walls, controlled lighting.
Police chase
Vehicles + emergency colors / sirens detected.
Armed
Firearms or bladed weapons detected in frame.
Violent
Weapons + impact events + blood-tone color flags.
Day
Bright outdoor or daytime lighting.
Vehicle heavy
Three or more vehicle instances in sustained shots.
Substance use
Smoking, drinking, or related object/gesture cues.
Fire
Flame, explosion, or extreme highlight clusters in warm hues.
SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion
001night0:00 – 0:2121.5s1040.88
002night1:47 – 1:491.9s100.31
003night2:18 – 2:191.0s60.37
004night2:40 – 2:400.6s40.33
005night3:43 – 4:4359.8s2880.10
006outdoor6:11 – 6:110.2s20.10
007night7:29 – 7:311.9s100.61
008night8:40 – 8:400.0s10.20
009outdoor11:56 – 11:571.7s90.07
010indoor16:26 – 16:260.0s10.90
011night20:27 – 21:2759.8s2880.20
012night24:05 – 24:050.0s10.00
013indoor26:19 – 26:211.7s90.57
014night26:48 – 27:3244.6s2150.10
015action28:10 – 28:100.0s11.30
016outdoor28:25 – 28:250.2s20.25
017indoor28:38 – 28:424.0s202.09
018night29:35 – 29:405.6s280.40
019intimate30:25 – 30:250.2s20.15
020night30:48 – 30:480.4s30.03
021night31:13 – 31:174.4s220.17
022night31:33 – 31:330.2s20.00
023night32:09 – 32:112.3s120.11
024outdoor32:28 – 32:280.0s10.50
025outdoor32:36 – 32:370.8s50.30
026outdoor32:46 – 32:481.2s70.13
027outdoor33:22 – 33:220.0s10.10
028outdoor34:13 – 34:152.5s130.16
029night35:06 – 35:060.0s10.20
030indoor36:54 – 37:005.2s261.12
031night37:41 – 37:410.0s10.50
032night38:37 – 38:457.9s390.65
033night39:40 – 39:5615.4s750.45
034night43:48 – 44:0012.3s600.11
035outdoor44:26 – 44:260.6s40.20
036outdoor45:31 – 45:310.2s20.20
037outdoor46:04 – 46:062.5s130.17
038night48:51 – 48:587.1s350.13
039night50:41 – 51:0524.0s1160.84
040night55:55 – 55:561.1s60.26
041night56:04 – 56:127.7s380.10
042night1:02:46 – 1:03:4559.9s2880.92
043night1:05:30 – 1:05:311.0s60.68
044night1:06:30 – 1:06:310.8s50.10
045night1:06:56 – 1:06:570.8s50.10
046outdoor1:08:35 – 1:08:350.0s10.10
047outdoor1:08:58 – 1:09:079.0s440.23
048general1:09:43 – 1:09:430.4s30.38
049outdoor1:11:30 – 1:11:300.2s20.20
050outdoor1:13:16 – 1:13:214.8s240.35
051night1:13:54 – 1:13:551.2s70.10
052general1:14:25 – 1:14:271.5s80.36
053outdoor1:15:06 – 1:15:2115.0s730.10
054intimate1:16:56 – 1:16:560.0s10.20
055night1:19:19 – 1:19:190.2s20.45
056intimate1:20:11 – 1:20:110.2s20.20
057general1:20:41 – 1:20:420.4s30.30
058general1:20:57 – 1:20:570.0s10.40
059general1:21:03 – 1:21:040.8s50.34
060general1:21:34 – 1:21:340.0s10.40
061intimate1:21:54 – 1:21:550.4s30.15
062outdoor1:22:57 – 1:22:580.4s30.10
063general1:23:15 – 1:23:172.1s110.37
064armed1:24:12 – 1:24:120.0s10.50
065general1:24:18 – 1:24:180.2s20.35
066outdoor1:24:36 – 1:24:370.2s20.15
067creature1:25:53 – 1:25:530.0s10.40
068night1:26:06 – 1:26:070.6s40.11
069outdoor1:27:05 – 1:27:104.8s240.15
070general1:27:53 – 1:27:541.0s60.62
071general1:28:00 – 1:28:000.0s10.30
072intimate1:28:43 – 1:28:430.0s10.20
073general1:28:52 – 1:28:531.0s60.30
074indoor1:29:03 – 1:29:030.0s10.90
075outdoor1:29:16 – 1:29:170.8s50.16
076outdoor1:30:21 – 1:30:210.0s10.10
077outdoor1:31:36 – 1:31:360.2s20.40
078outdoor1:31:58 – 1:31:580.0s10.10
079night1:32:28 – 1:32:312.5s130.23
080outdoor1:32:46 – 1:32:460.4s30.05
081outdoor1:33:12 – 1:33:120.0s10.10
082outdoor1:33:25 – 1:33:260.2s20.20
083outdoor1:33:39 – 1:33:390.0s10.50
084outdoor1:33:51 – 1:33:510.0s10.20
085night1:34:07 – 1:34:070.0s10.30
086night1:34:51 – 1:35:0514.2s690.75
087night1:36:09 – 1:36:090.2s20.30
088night1:36:46 – 1:36:460.0s10.80
089night1:38:28 – 1:38:291.1s60.10
090night1:39:05 – 1:39:082.9s150.73
091night1:39:13 – 1:39:4229.0s1401.01
092night1:40:27 – 1:40:3810.6s520.32
093general1:41:47 – 1:41:470.0s10.40
094outdoor1:43:28 – 1:43:280.0s10.20
095night1:46:56 – 1:46:592.9s150.01
096outdoor1:47:22 – 1:47:275.2s260.23
097night1:47:53 – 1:47:541.0s60.30
098night1:49:28 – 1:49:323.8s190.24
099night1:50:47 – 1:50:470.4s30.72
100night1:53:26 – 1:53:347.9s390.16