QuantCinemaCinema, decoded.

DEEP DIVE · LA-LA-LAND

The full breakdown

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

← Back to La La Land

2016Romance, Drama, Music127.8 min● analyzed May 14, 2026

Total Detections

127,269

objects + faces

Unique Objects

73

distinct types

Detections / min

995.8

avg rate

Night Scenes

99.1%

low-light frames

Words Spoken

5,613

transcribed

Named Actors

13

face-id matched

SCENE BREAKDOWN

Distribution by type

100 scenes·17 distinct types detected

Night

Outdoor

Suspense

Night36.1%

Outdoor31.7%

Suspense17.8%

Empty5.3%

Romantic2.0%

Action1.9%

Indoor1.6%

Fight0.8%

Nature0.7%

Chase0.6%

Intimate0.6%

Action crowd0.4%

Police chase0.1%

Substance use0.1%

Vehicle heavy0.1%

Armed0.0%

General0.0%

GLOSSARY

What each label means

Night

Dark or nighttime lighting — mean luminance below 0.25.

Outdoor

Exterior locations — sky, open ground, natural light.

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.

Action

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

Indoor

Interior locations — ceilings, walls, controlled lighting.

Fight

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

Nature

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

Chase

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

Intimate

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

Action crowd

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

Police chase

Vehicles + emergency colors / sirens detected.

Substance use

Smoking, drinking, or related object/gesture cues.

Vehicle heavy

Three or more vehicle instances in sustained shots.

Armed

Firearms or bladed weapons detected in frame.

General

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

SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion

001night0:00 – 0:2121.9s1060.00

002night1:06 – 1:060.4s30.42

003night1:59 – 2:1212.9s630.63

004night2:26 – 2:270.6s41.24

005night3:38 – 3:5618.6s900.14

006night4:04 – 5:0459.8s2880.53

007intimate6:02 – 6:020.0s10.10

008night7:03 – 8:0259.9s2880.30

009night8:56 – 8:560.2s20.50

010night10:57 – 11:1720.2s980.34

011night11:48 – 12:4759.9s2880.30

012night14:01 – 14:5048.8s2350.05

013outdoor14:57 – 15:014.0s200.47

014outdoor15:08 – 15:101.3s70.00

015outdoor15:11 – 15:110.0s10.00

016outdoor17:40 – 17:411.0s60.26

017night18:25 – 18:250.4s30.60

018night18:26 – 18:260.0s10.60

019night18:30 – 18:300.0s10.60

020indoor19:51 – 19:587.7s380.66

021night23:59 – 24:5959.9s2880.20

022night26:11 – 26:3119.4s940.11

023night26:45 – 27:4559.8s2880.50

024night30:45 – 31:4559.8s2880.20

025night35:45 – 36:4559.8s2880.45

026night38:26 – 39:2256.3s2710.75

027night39:43 – 39:430.2s21.70

028night39:44 – 39:440.0s11.70

029indoor39:46 – 39:460.2s22.05

030indoor39:47 – 39:525.0s252.13

031indoor39:53 – 39:530.2s21.60

032indoor39:57 – 39:570.2s21.65

033night40:43 – 40:451.7s91.47

034night41:12 – 41:130.4s31.40

035night41:17 – 42:0548.6s2340.21

036indoor43:37 – 43:370.0s11.10

037night43:53 – 43:551.5s80.92

038night43:59 – 44:001.0s60.89

039night44:13 – 44:130.2s20.95

040night44:15 – 44:150.0s10.90

041indoor44:27 – 44:280.4s31.15

042indoor44:43 – 44:430.2s21.20

043indoor44:46 – 44:460.0s11.20

044indoor44:56 – 44:560.0s11.00

045night46:58 – 47:5859.8s2880.23

046outdoor48:02 – 48:030.2s20.15

047outdoor48:05 – 48:060.2s20.10

048indoor48:11 – 48:110.0s10.80

049night48:17 – 48:268.3s410.14

050night48:42 – 48:420.2s20.35

051night48:47 – 48:525.4s270.49

052indoor50:28 – 50:3810.0s492.37

053indoor54:17 – 54:269.2s451.25

054outdoor55:25 – 55:294.4s220.09

055indoor56:16 – 56:237.1s350.91

056indoor57:03 – 57:030.2s20.70

057outdoor58:12 – 58:197.1s350.07

058indoor58:40 – 58:410.8s50.77

059indoor58:57 – 58:570.2s20.65

060night1:00:00 – 1:00:2424.0s1160.34

061night1:03:27 – 1:04:2759.8s2880.20

062outdoor1:05:26 – 1:05:304.4s220.10

063outdoor1:05:47 – 1:05:5810.6s520.20

064night1:07:04 – 1:07:051.5s80.13

065night1:08:44 – 1:08:440.2s20.80

066night1:09:07 – 1:09:070.0s10.70

067night1:09:13 – 1:09:141.0s60.62

068night1:11:15 – 1:12:1559.8s2880.37

069night1:12:26 – 1:12:260.0s10.70

070night1:12:30 – 1:13:3059.8s2880.15

071night1:16:30 – 1:17:2353.4s2570.20

072night1:17:26 – 1:17:282.3s120.33

073night1:18:29 – 1:19:2959.9s2880.30

074night1:22:29 – 1:23:2959.9s2880.10

075night1:24:51 – 1:25:5159.9s2880.10

076outdoor1:26:07 – 1:26:070.2s20.10

077night1:26:30 – 1:27:3059.8s2880.20

078outdoor1:30:24 – 1:30:240.2s20.05

079indoor1:31:01 – 1:31:098.1s400.98

080indoor1:31:11 – 1:31:110.0s10.70

081night1:31:13 – 1:31:130.0s10.80

082night1:31:19 – 1:31:190.2s21.15

083night1:31:23 – 1:31:230.0s10.90

084night1:31:25 – 1:32:2559.8s2880.20

085indoor1:36:05 – 1:36:050.0s10.90

086night1:37:07 – 1:38:0759.9s2880.13

087night1:41:08 – 1:42:0859.9s2880.20

088indoor1:44:33 – 1:44:330.2s21.05

089night1:44:36 – 1:44:360.8s51.23

090night1:45:24 – 1:45:294.4s220.17

091night1:45:55 – 1:45:550.2s20.55

092night1:45:56 – 1:46:3235.0s1690.44

093night1:49:32 – 1:50:3259.9s2880.25

094night1:52:14 – 1:52:4935.2s1700.00

095night1:55:05 – 1:56:0559.9s2880.12

096outdoor1:56:53 – 1:56:530.0s10.00

097night1:57:00 – 1:57:010.8s50.00

098night1:57:04 – 1:58:0459.8s2880.93

099night2:01:04 – 2:02:0459.8s2880.00

100night2:05:05 – 2:06:0459.9s2880.00