Se7en (1995) — QuantCinema

QuantCinemaCinema, decoded.

CAST · SE7EN

Faces & feelings

Per-character screen time, dialogue and emotion breakdown — derived from face recognition + expression classifier across every frame.

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Faces detected

18,227

across full runtime

Named matches

8

actors identified

Close-up shots

26.0%

of all framed shots

Smile rate

1.8%

frames with detected joy

Gender split

79%

21%

M / F · screen-time weighted

Dominant emotion

Fear 32%

film-wide aggregate

Most expressive

Brad Pitt

67% non-neutral

Lead screen share

48%

8 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

1.8%

333 frames

Surprise

3.6%

664 frames

Neutral

26.1%

4,751 frames

Fear

31.9%

5,811 frames

Sad

26.8%

4,887 frames

Angry

8.0%

1,460 frames

Disgust

1.8%

321 frames

Screen time by actor

8 named · 70m tracked of 126.8m

01

Morgan Freeman

as Somerset · 4825 scenes

33.5min · 48% of cast

sad

02

Brad Pitt

as Mills · 3993 scenes

27.8min · 40% of cast

neutral

03

Gwyneth Paltrow

as Tracy · 656 scenes

4.6min · 7% of cast

sad

04

R. Lee Ermey

as Police Captain · 443 scenes

3.1min · 4% of cast

sad

05

Reg E. Cathey

as Dr. Santiago · 52 scenes

0.4min · 1% of cast

sad

06

Hawthorne James

as George the Night Guard at the Library · 19 scenes

0.1min · 0% of cast

fear

07

Daniel Zacapa

as Detective Taylor at First Murder · 18 scenes

0.1min · 0% of cast

angry

08

John Cassini

as Officer Davis · 9 scenes

0.1min · 0% of cast

angry

Dialogue by character

words spoken · WPM · share of total dialogue

NOTE — speaker matching uses face-detection overlap; actors not recognized by the AI appear as unidentified.

Actor / Character	Words spoken	WPM	% of dialogue
Morgan Freeman as Somerset	3,796	105.7	48.8%
Brad Pitt as Mills	2,473	92	31.8%
R. Lee Ermey as Police Captain	926	131.3	11.9%
Gwyneth Paltrow as Tracy	310	44.2	4.0%
Reg E. Cathey as Dr. Santiago	115	132.2	1.5%
Daniel Zacapa as Detective Taylor at First Murder	68	231.6	0.9%
Unidentified speakers	62	—	0.8%
John Cassini as Officer Davis	27	109.2	0.3%

Cast profiles

arc · volatility · emotion breakdown per actor

S

Morgan Freeman

AS SOMERSET

● Dominant: sad

Screen time

33m 32s

Scenes

4825

First seen

0:30

Last seen

121:33

Volatility

28 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m126.8m

1%

Happy

6%

Surprise

21%

Neutral

20%

Fear

45%

Sad

5%

Angry

1%

Disgust

M

Brad Pitt

AS MILLS

● Dominant: neutral

Screen time

27m 46s

Scenes

3993

First seen

1:46

Last seen

120:40

Volatility

39 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m126.8m

2%

Happy

3%

Surprise

33%

Neutral

19%

Fear

32%

Sad

9%

Angry

2%

Disgust

T

Gwyneth Paltrow

AS TRACY

● Dominant: sad

Screen time

4m 34s

Scenes

656

First seen

28:38

Last seen

92:03

Volatility

16 Low

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m126.8m

15%

Happy

1%

Surprise

4%

Neutral

16%

Fear

64%

Sad

0%

Angry

0%

Disgust

PC

R. Lee Ermey

AS POLICE CAPTAIN

● Dominant: sad

Screen time

3m 05s

Scenes

443

First seen

14:55

Last seen

121:15

Volatility

33 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m126.8m

3%

Happy

3%

Surprise

13%

Neutral

8%

Fear

34%

Sad

33%

Angry

6%

Disgust

DS

Reg E. Cathey

AS DR. SANTIAGO

● Dominant: sad

Screen time

0m 22s

Scenes

52

First seen

13:33

Last seen

14:35

Too few detections for emotion analysis

GT

Hawthorne James

AS GEORGE THE NIGHT GUARD AT THE LIBRARY

● Dominant: fear

Screen time

0m 08s

Scenes

19

First seen

26:07

Last seen

28:47

Too few detections for emotion analysis

DT

Daniel Zacapa

AS DETECTIVE TAYLOR AT FIRST MURDER

● Dominant: angry

Screen time

0m 08s

Scenes

18

First seen

1:27

Last seen

1:47

Too few detections for emotion analysis

OD

John Cassini

AS OFFICER DAVIS

● Dominant: angry

Screen time

0m 04s

Scenes

9

First seen

8:20

Last seen

95:28

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 10 clusterssums to 100.0% of all dialogue

Freeman 45.7%

Pitt 34.2%

Ermey 9.0%

Paltrow 8.9%

First-word entry · per speakerdot = first line · trail = on-screen window · 4 ensemble

0:0031:4263:2495:06126:48

runtime

Daniel Zacapa

1:00enter

Morgan Freeman

1:08enter

Brad Pitt

1:43enter

Gwyneth Paltrow

3:53enter

Reg E. Cathey

13:23enter

R. Lee Ermey

15:16enter

John Cassini

38:07enter

SPEAKER 23

86:45enter

SPEAKER 28

115:13enter

SPEAKER 05

118:12enter

Morgan FreemanSPEAKER 24

Rapid exchange

45.7%

of all dialogue · 3,796 words · 35:54 spoken

WPM105.7

Turns982

Avg turn1.3s

Longest11.8s

enters at 1:08profanity 21

Brad PittSPEAKER 17

Rapid exchange

34.2%

of all dialogue · 2,473 words · 26:53 spoken

WPM92

Turns680

Avg turn1.2s

Longest13.6s

enters at 1:43profanity 38

R. Lee ErmeySPEAKER 15

Rapid exchange

9.0%

of all dialogue · 926 words · 7:03 spoken

WPM131.3

Turns163

Avg turn1.6s

Longest12.0s

enters at 15:16profanity 2

Gwyneth PaltrowSPEAKER 10

Conversational

8.9%

of all dialogue · 310 words · 7:01 spoken

WPM44.2

Turns129

Avg turn1.1s

Longest7.7s

enters at 3:53profanity 1

Reg E. CatheySPEAKER 13

Brief

1.1%

of all dialogue · 115 words · 0:52 spoken

WPM132.2

Turns37

Avg turn1.1s

Longest4.4s

enters at 13:23profanity 0

Daniel ZacapaSPEAKER 27

Brief

0.4%

of all dialogue · 68 words · 0:18 spoken

WPM231.6

Turns11

Avg turn1.8s

Longest6.3s

enters at 1:00profanity 1

Unknown SpeakerSPEAKER 05 · unmatched

Brief

0.3%

of all dialogue · 29 words · 0:14 spoken

WPM129.3

Turns10

Avg turn0.7s

Longest2.5s

enters at 118:12profanity 0

John CassiniSPEAKER 06

Brief

0.3%

of all dialogue · 27 words · 0:15 spoken

WPM109.2

Turns10

Avg turn1.2s

Longest7.2s

enters at 38:07profanity 3

Unknown SpeakerSPEAKER 23 · unmatched

Brief

0.1%

of all dialogue · 22 words · 0:07 spoken

WPM200.6

Turns14

Avg turn1.4s

Longest3.8s

enters at 86:45profanity 0

Unknown SpeakerSPEAKER 28 · unmatched

Brief

0.0%

of all dialogue · 11 words · 0:02 spoken

WPM287

Turns10

Avg turn1.4s

Longest4.1s

enters at 115:13profanity 0

AGGREGATE — 8 unique characters · 18,227 faces detected · 8 named matches · 70m screen-time tracked