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DEEP DIVE · THE-HANGOVER

The full breakdown

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

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2009Comedy107.9 min● analyzed May 14, 2026

Total Detections

116,342

objects + faces

Unique Objects

76

distinct types

Detections / min

1078.3

avg rate

Night Scenes

94.4%

low-light frames

Words Spoken

12,250

transcribed

Named Actors

15

face-id matched

SCENE BREAKDOWN

Distribution by type

100 scenes·17 distinct types detected

Outdoor

Night

Suspense

Outdoor36.4%

Night36.2%

Suspense11.6%

Romantic5.6%

Empty3.8%

Nature1.4%

Action1.3%

Police chase0.7%

Action crowd0.6%

Fight0.5%

Indoor0.5%

Intimate0.4%

Chase0.4%

General0.3%

Substance use0.2%

Armed0.0%

Vehicle heavy0.0%

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.

Romantic

Two-person framing with warm color flag + low motion + close proximity.

Empty

No faces, low motion, no salient objects — establishing or transitional.

Nature

Outdoor scenes with dominant foliage, water, or terrain — no urban geometry.

Action

General high-motion footage that doesn’t fit a more specific subtype.

Police chase

Vehicles + emergency colors / sirens detected.

Action crowd

High motion + high people density — riots, battles, action set pieces.

Fight

Close-range physical combat — body contact, rapid pose changes.

Indoor

Interior locations — ceilings, walls, controlled lighting.

Intimate

Two-person framing, close shot, low motion, sustained dialogue.

Chase

Sustained pursuit — high motion vectors + vehicles or running figures.

General

Default bucket — frame did not match any specific scene type.

Substance use

Smoking, drinking, or related object/gesture cues.

Armed

Firearms or bladed weapons detected in frame.

Vehicle heavy

Three or more vehicle instances in sustained shots.

SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion

001night0:00 – 0:033.3s170.10

002empty0:48 – 0:480.2s20.30

003night1:01 – 1:010.0s10.80

004outdoor1:39 – 1:401.7s90.54

005outdoor2:07 – 2:070.2s20.20

006outdoor2:22 – 2:242.1s110.00

007outdoor7:16 – 7:181.9s100.00

008night12:06 – 12:071.0s60.29

009night12:23 – 12:274.2s210.36

010night12:40 – 12:400.0s10.20

011night12:46 – 12:482.3s120.21

012night13:05 – 13:050.0s10.20

013outdoor13:17 – 13:170.2s20.30

014outdoor13:38 – 13:380.0s10.30

015outdoor14:11 – 14:110.0s10.10

016night15:49 – 16:0516.1s780.26

017night16:22 – 17:2259.9s2880.32

018night18:57 – 19:1820.4s990.62

019night20:21 – 20:210.2s20.50

020outdoor23:03 – 23:052.1s110.00

021outdoor28:26 – 28:260.0s10.10

022indoor28:45 – 28:450.0s10.70

023outdoor33:54 – 33:540.2s20.50

024action34:01 – 34:020.8s51.09

025night34:09 – 34:177.7s380.48

026outdoor34:26 – 34:270.6s40.35

027outdoor34:34 – 34:340.2s20.40

028fight34:48 – 34:480.4s31.40

029general34:56 – 34:560.2s20.65

030outdoor35:02 – 35:020.0s10.20

031indoor35:12 – 35:120.0s11.40

032night35:15 – 35:160.6s41.39

033outdoor35:20 – 35:221.9s100.03

034action35:30 – 35:321.7s91.24

035general35:57 – 35:570.0s10.80

036outdoor36:18 – 36:191.0s60.49

037night38:22 – 38:4320.8s1010.10

038outdoor39:08 – 39:080.0s10.20

039night39:31 – 39:320.8s50.29

040night39:39 – 39:412.1s110.30

041night40:09 – 40:145.0s250.53

042night40:53 – 40:562.9s150.27

043general41:42 – 41:431.2s70.56

044night42:53 – 43:006.7s330.30

045night44:10 – 44:100.6s40.11

046outdoor46:12 – 46:120.2s20.15

047outdoor47:30 – 47:311.2s70.37

048outdoor48:12 – 48:120.0s10.20

049night50:06 – 50:071.5s81.20

050night50:11 – 50:3423.1s1120.38

051outdoor51:28 – 51:290.6s40.79

052general51:42 – 51:430.2s20.35

053outdoor52:05 – 52:084.0s200.20

054indoor52:23 – 52:230.0s11.20

055indoor52:36 – 52:371.0s61.05

056indoor52:46 – 52:471.5s81.41

057outdoor55:08 – 55:080.0s10.20

058indoor55:33 – 55:340.4s31.77

059indoor56:27 – 56:280.4s31.35

060outdoor56:54 – 56:572.3s120.25

061outdoor58:09 – 58:101.9s100.20

062outdoor58:29 – 58:311.7s90.39

063night59:36 – 59:360.0s10.10

064night59:59 – 59:590.0s10.10

065night1:00:21 – 1:00:210.4s30.10

066night1:00:40 – 1:00:411.0s60.25

067night1:01:11 – 1:01:120.4s30.17

068outdoor1:01:56 – 1:01:570.2s20.10

069outdoor1:02:15 – 1:02:194.6s230.25

070outdoor1:03:05 – 1:03:061.0s60.44

071outdoor1:04:16 – 1:04:171.0s60.10

072indoor1:06:47 – 1:06:480.6s40.70

073indoor1:06:59 – 1:06:590.0s10.90

074intimate1:08:54 – 1:08:561.5s80.10

075night1:10:53 – 1:11:017.3s360.29

076outdoor1:15:01 – 1:15:020.6s40.19

077indoor1:19:05 – 1:19:050.0s10.60

078outdoor1:20:10 – 1:20:100.2s20.00

079general1:20:51 – 1:20:510.0s10.30

080outdoor1:20:56 – 1:20:560.0s10.00

081outdoor1:21:13 – 1:21:151.5s80.01

082night1:21:55 – 1:21:550.8s50.10

083outdoor1:24:04 – 1:24:061.9s100.17

084night1:25:42 – 1:25:420.6s40.35

085outdoor1:26:38 – 1:26:401.9s100.25

086outdoor1:27:16 – 1:27:215.4s270.57

087night1:29:14 – 1:29:140.0s10.10

088night1:29:44 – 1:30:3954.8s2640.32

089night1:31:01 – 1:31:010.0s10.10

090outdoor1:31:56 – 1:31:570.2s20.10

091outdoor1:32:36 – 1:32:360.4s30.28

092outdoor1:34:16 – 1:34:170.8s50.20

093outdoor1:34:32 – 1:34:352.7s140.10

094outdoor1:34:57 – 1:34:591.9s100.11

095outdoor1:35:11 – 1:35:153.8s190.28

096outdoor1:35:52 – 1:35:575.0s250.15

097outdoor1:36:04 – 1:36:072.5s130.51

098indoor1:36:16 – 1:36:170.6s41.14

099night1:39:04 – 1:39:1713.1s641.31

100night1:39:40 – 1:40:4059.8s2882.11