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The Notebook

Duration
2h 4m
Detections
79,043
Night Scenes
87.2%
Object Types
56

+10% darker than the average Romance film

MOST SAID  love · noah · good

3,013

unique people spotted (88% of frames)

378

unique chairs spotted (7% of frames)

183

unique cars spotted (4% of frames)

66

unique potted plants spotted (3% of frames)

131

unique trucks spotted (3% of frames)

89

unique cups spotted (2% of frames)

50

unique beds spotted (2% of frames)

99

unique ties spotted (2% of frames)

56

unique bottles spotted (1% of frames)

43

unique benchs spotted (1% of frames)

Features 137 dog appearances

14 named actorssad dominant emotion14.4% smile rate68% M / 32% F gender split
Rachel McAdams · Allie Hamilton27.6 min
Ryan Gosling · Noah Calhoun21.5 min
James Garner · Older Noah "Duke"9.7 min
Joan Allen · Anne Hamilton5.1 min

Darkness

?Average frame brightness sampled every 5th frame using YOLO. 0 = pitch black, 100 = fully lit. Frames below a luminance threshold are classified as 'dark'.

Dark

77.3% dark

Action

?Blend of average and peak optical flow across all frames. Measures how much the camera and subjects are moving — not just cuts.

Moderate

Intensity: 5.1

Social

?Average number of people detected per frame by YOLOv8 object detection. Reflects crowd density and how often characters share the frame.

Intimate

1.77 people/min

Setting

?Indoor vs outdoor ratio, classified per frame from visual cues (walls, ceilings, sky, horizon lines) by the object detection model.

Indoor

67.5% of scenes indoors

Visual

?Number of distinct object classes detected across all frames (e.g. cars, phones, weapons, animals). Higher = more varied visual vocabulary.

Medium

56 object types

Pacing

?Cuts per minute derived from scene segmentation. Each scene boundary is detected by a sharp change in visual features between consecutive frames.

Steady

0.8 cuts/min

Full profile →

Average Romance film — based on 6 titles

Darkness+10% above avg
87 this film79 genre avg
Actionat avg
51 this film51 genre avg
Dialogue-7% below avg
38 this film41 genre avg
People-5% below avg
53 this film56 genre avg
warm · muted

Dominant colors sampled across 5,938 frames

#42312d34.8%
#6a513e21.1%
#49566916.1%
#897d6f14.9%
#a0a8ac8.5%
#e3e9e44.7%
#434c5f
#4c3b2f
#7e6a53
#8e97a3
#d5dddc
#5d5754
#463a34
#7c7875
#a5a7a6
#e0e8e5
#082351
#103e84
#48281d
#5e504a
#ada49c
#54463d
#4e2518
#1e3359
#837165
#dad6c8
#4e3125
#454951
#7a6e62
#a0a2a0
#e0e7e5

Act 1 (0-25%)

Scene 1 of 4

outdoor
52%
night
39%
empty
7%
general
1%

Act 2a (25-50%)

Scene 2 of 4

outdoor
53%
night
42%
empty
3%
general
1%

Act 2b (50-75%)

Scene 3 of 4

outdoor
58%
night
34%
empty
5%
general
2%

Act 3 (75-100%)

Scene 4 of 4

outdoor
46%
night
38%
empty
13%
intimate
3%

Most Intense Minute

The busiest 60 seconds in the film by continuous motion activity

11:55

timestamp

54

motion score (0–100)

Calmest Sequences

Best times for a popcorn break

74:05110:3036m 24s calm
27:5743:3415m 37s calm
11:4719:157m 27s calm

Dialogue vs Silence

Dialogue · 39%
Silence · 62%
Total Words
7,908
Words / Min
64
Unique Words
1,781
Vocab Richness
22.5%

Dialogue by Act

Act 1
2,549 words213 WPMpeak
Act 2a
2,328 words168 WPM
Act 2b
1,568 words122 WPM
Act 3
1,484 words165 WPM

Most Spoken Words

love
40
noah
31
good
30
day
20
ali
20
house
19
time
18
man
15
everything
14
sorry
14
little
14
because
14

Profanity Counter

17instances
Mild

1 every 429s

damn
6
bitch
2
ass
2
idiot
2
crap
2
hell
2
bastard
1

Audio Profile

Audio Level
Quiet
relative loudness of the film's audio mix
Fastest Dialogue
290 WPM
peak burst (typical speech: 130–150 WPM)

Longest Silence Moments

1:57:192:03:496m 29s
0:003:203m 20s
1:27:481:30:112m 23s
1:53:471:55:021m 14s
45:2946:401m 10s

Motion, Brightness & People Arc

All values on a 0–100 scale. Brightness = scene lighting level. Motion = camera and subject activity. People = relative screen presence (normalized to peak).

View Characters →

Bars show % of frames the object appeared in. Hover for total detection count and unique tracked instances.

Person detected in 88% of frames1.8 avg per frame. Shown separately; excluded from the chart below.

Top Detected Objects

Scene Duration

Dark28.9s avg · 36 scenes
Outdoor6.0s avg · 41 scenes
General1.3s avg · 21 scenes
Empty1.2s avg · 1 scenes
Bright0.4s avg · 1 scenes

Each bar shows the % of frames where that characteristic was detected. A frame can have multiple labels — brightness (Dark/Bright), setting (Indoor/Outdoor), people (Empty/Crowd), and motion (Action/Chase). Percentages do not add up to 100%.

Scene Distribution

Films with the closest visual and audio fingerprint — ranked by cosine similarity across 8 cinematic dimensions.