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DEEP DIVE · BECAUSE-I-SAID-SO

The full breakdown

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

← Back to Because I Said So

2007Romance, Comedy101.3 min● analyzed May 14, 2026

Total Detections

108,792

objects + faces

Unique Objects

70

distinct types

Detections / min

1073.7

avg rate

Night Scenes

45.8%

low-light frames

Words Spoken

10,814

transcribed

Named Actors

14

face-id matched

SCENE BREAKDOWN

Distribution by type

100 scenes·16 distinct types detected

Outdoor

Night

Romantic

Outdoor43.6%

Night19.9%

Romantic9.8%

General6.5%

Empty6.3%

Action2.9%

Suspense2.5%

Intimate2.1%

Indoor1.8%

Nature1.6%

Fight1.6%

Action crowd0.5%

Substance use0.4%

Armed0.3%

Chase0.1%

Police chase0.0%

GLOSSARY

What each label means

Outdoor

Exterior locations — sky, open ground, natural light.

Night

Dark or nighttime lighting — mean luminance below 0.25.

Romantic

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

General

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

Empty

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

Action

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

Suspense

Low motion + dark frame + low dialogue density — held tension.

Intimate

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

Indoor

Interior locations — ceilings, walls, controlled lighting.

Nature

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

Fight

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

Action crowd

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

Substance use

Smoking, drinking, or related object/gesture cues.

Armed

Firearms or bladed weapons detected in frame.

Chase

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

Police chase

Vehicles + emergency colors / sirens detected.

SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion

001night0:00 – 0:066.5s320.00

002general1:24 – 1:240.2s20.75

003action2:41 – 2:420.2s21.25

004action4:18 – 4:180.0s11.90

005outdoor5:07 – 5:114.4s220.29

006general6:44 – 6:440.0s10.40

007outdoor9:26 – 9:337.5s370.03

008intimate9:45 – 9:450.0s10.20

009intimate10:07 – 10:080.8s50.20

010outdoor10:35 – 10:350.4s30.63

011general12:32 – 12:320.0s10.80

012outdoor13:01 – 13:010.0s10.30

013outdoor13:25 – 13:261.2s70.17

014intimate13:48 – 13:480.0s10.20

015general14:43 – 14:430.2s20.30

016general14:57 – 14:570.4s30.50

017night15:27 – 15:270.0s10.10

018general15:47 – 15:480.4s30.47

019intimate16:07 – 16:070.0s10.20

020general16:40 – 16:400.0s10.70

021general16:53 – 16:540.4s30.35

022general17:09 – 17:090.8s50.66

023general17:29 – 17:290.0s10.30

024indoor17:53 – 17:530.0s10.60

025outdoor18:30 – 18:300.0s10.10

026outdoor19:03 – 19:030.0s10.20

027general19:33 – 19:340.8s50.59

028night20:05 – 20:050.6s40.20

029substance_use20:30 – 20:300.0s10.60

030general20:57 – 20:581.0s60.50

031night21:27 – 21:292.1s110.70

032outdoor22:26 – 22:4922.3s1080.49

033general24:04 – 24:040.4s30.75

034fight24:28 – 24:334.6s231.39

035general25:06 – 25:093.3s170.72

036night25:48 – 25:490.8s50.23

037intimate27:35 – 27:350.0s10.20

038outdoor28:12 – 28:120.0s10.10

039general28:43 – 28:440.2s20.50

040indoor30:08 – 30:102.5s131.32

041outdoor30:48 – 30:480.0s10.10

042outdoor32:37 – 32:380.6s40.10

043night34:16 – 34:170.6s41.51

044night36:28 – 36:356.9s340.31

045night36:52 – 36:520.0s10.80

046outdoor37:54 – 37:584.8s240.43

047night38:45 – 38:450.0s11.10

048night39:29 – 39:290.0s11.00

049night41:22 – 41:3412.3s600.30

050general42:07 – 42:070.4s30.70

051action44:19 – 44:190.2s21.10

052night44:47 – 44:481.0s60.15

053intimate45:23 – 45:230.0s10.10

054intimate45:36 – 45:360.0s10.10

055outdoor45:44 – 45:440.0s10.50

056action46:18 – 46:180.2s21.05

057fight46:59 – 46:590.0s10.90

058night47:35 – 47:361.3s70.32

059general48:17 – 48:181.0s60.75

060fight50:35 – 50:350.0s11.00

061general51:56 – 51:560.0s10.80

062general52:08 – 52:091.2s70.65

063action53:55 – 53:593.3s171.29

064general54:24 – 54:250.6s40.51

065general54:52 – 54:531.0s60.52

066outdoor55:10 – 55:100.2s20.30

067fight55:46 – 55:460.0s10.90

068general56:11 – 56:120.4s30.30

069outdoor57:05 – 57:083.1s160.24

070action58:22 – 58:252.7s141.18

071outdoor59:11 – 59:110.6s41.04

072outdoor59:53 – 59:595.8s290.35

073general1:01:17 – 1:01:170.0s10.40

074outdoor1:06:23 – 1:06:230.0s10.10

075intimate1:06:38 – 1:06:380.6s40.20

076outdoor1:06:55 – 1:06:550.4s30.10

077intimate1:07:14 – 1:07:140.0s10.10

078night1:11:35 – 1:11:5014.6s710.27

079night1:13:20 – 1:13:3414.2s690.29

080intimate1:15:05 – 1:15:050.4s30.20

081outdoor1:15:32 – 1:15:320.0s10.20

082outdoor1:17:06 – 1:17:060.2s20.20

083general1:17:39 – 1:17:390.0s10.60

084fight1:18:53 – 1:18:530.0s11.00

085general1:19:58 – 1:19:580.0s10.70

086general1:21:49 – 1:21:500.2s20.50

087night1:22:42 – 1:22:441.7s90.89

088outdoor1:24:01 – 1:24:042.3s120.10

089general1:24:20 – 1:24:222.5s130.46

090outdoor1:24:53 – 1:24:562.9s150.55

091intimate1:25:18 – 1:25:190.2s20.20

092general1:25:29 – 1:25:290.0s10.40

093outdoor1:26:05 – 1:26:115.8s290.11

094general1:26:54 – 1:26:540.0s10.50

095general1:28:41 – 1:28:442.1s110.40

096outdoor1:29:42 – 1:29:5210.0s490.10

097outdoor1:31:55 – 1:31:550.0s12.30

098general1:33:43 – 1:33:440.2s20.40

099outdoor1:34:04 – 1:34:040.0s10.10

100action_crowd1:35:01 – 1:35:020.6s42.17