Saving Private Ryan (1998) — QuantCinema

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CAST · SAVING PRIVATE RYAN

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

39,642

across full runtime

Named matches

15

actors identified

Close-up shots

18.0%

of all framed shots

Smile rate

5.0%

frames with detected joy

Gender split

92%

8%

M / F · screen-time weighted

Dominant emotion

Neutral 43%

film-wide aggregate

Most expressive

Vin Diesel

73% non-neutral

Lead screen share

36%

15 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

5.0%

1,993 frames

Surprise

2.3%

925 frames

Neutral

42.6%

16,907 frames

Fear

11.6%

4,617 frames

Sad

15.3%

6,079 frames

Angry

17.6%

6,961 frames

Disgust

5.4%

2,160 frames

Screen time by actor

15 named · 69m tracked of 169.5m

01

Tom Hanks

as Captain Miller · 3529 scenes

24.5min · 36% of cast

sad

02

Jeremy Davies

as Corporal Upham · 1255 scenes

8.7min · 13% of cast

sad

03

Matt Damon

as Private Ryan · 992 scenes

6.9min · 10% of cast

angry

04

Edward Burns

as Private Reiben · 911 scenes

6.3min · 9% of cast

sad

05

Tom Sizemore

as Sergeant Horvath · 843 scenes

5.9min · 8% of cast

angry

06

Barry Pepper

as Private Jackson · 802 scenes

5.6min · 8% of cast

angry

07

Giovanni Ribisi

as T/4 Medic Wade · 524 scenes

3.6min · 5% of cast

sad

08

Adam Goldberg

as Private Mellish · 387 scenes

2.7min · 4% of cast

angry

09

Max Martini

as Corporal Henderson · 208 scenes

1.4min · 2% of cast

angry

10

Joerg Stadler

as Steamboat Willie · 114 scenes

0.8min · 1% of cast

angry

11

Ted Danson

as Captain Hamill · 111 scenes

0.8min · 1% of cast

angry

12

Vin Diesel

as Private Caparzo · 81 scenes

0.6min · 1% of cast

angry

13

Dylan Bruno

as Toynbe · 74 scenes

0.5min · 1% of cast

angry

14

Dennis Farina

as Lieutenant Colonel Anderson · 63 scenes

0.4min · 1% of cast

angry

15

Paul Giamatti

as Sergeant Hill · 48 scenes

0.3min · 0% of cast

neutral

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
Tom Hanks as Captain Miller	2,686	94	28.3%
Edward Burns as Private Reiben	1,859	226.9	19.6%
Giovanni Ribisi as T/4 Medic Wade	674	169.4	7.1%
Tom Sizemore as Sergeant Horvath	638	221.2	6.7%
Adam Goldberg as Private Mellish	630	254.3	6.6%
Matt Damon as Private Ryan	593	113.7	6.3%
Jeremy Davies as Corporal Upham	508	115.8	5.4%
Paul Giamatti as Sergeant Hill	283	220.4	3.0%
Ted Danson as Captain Hamill	277	260.1	2.9%
Barry Pepper as Private Jackson	272	262	2.9%
Max Martini as Corporal Henderson	254	239.5	2.7%
Unidentified speakers	238	—	2.5%
Vin Diesel as Private Caparzo	208	170.4	2.2%
Joerg Stadler as Steamboat Willie	170	226	1.8%
Dennis Farina as Lieutenant Colonel Anderson	122	80.9	1.3%
Dylan Bruno as Toynbe	70	249.1	0.7%

Cast profiles

arc · volatility · emotion breakdown per actor

CM

Tom Hanks

AS CAPTAIN MILLER

● Dominant: sad

Screen time

24m 32s

Scenes

3529

First seen

5:12

Last seen

158:28

Volatility

32 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

5%

Happy

1%

Surprise

16%

Neutral

6%

Fear

32%

Sad

28%

Angry

11%

Disgust

CU

Jeremy Davies

AS CORPORAL UPHAM

● Dominant: sad

Screen time

8m 43s

Scenes

1255

First seen

39:57

Last seen

158:33

Volatility

31 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

3%

Happy

1%

Surprise

8%

Neutral

6%

Fear

55%

Sad

21%

Angry

7%

Disgust

PR

Matt Damon

AS PRIVATE RYAN

● Dominant: angry

Screen time

6m 54s

Scenes

992

First seen

106:19

Last seen

158:58

Volatility

29 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

10%

Happy

0%

Surprise

15%

Neutral

1%

Fear

20%

Sad

44%

Angry

9%

Disgust

PR

Edward Burns

AS PRIVATE REIBEN

● Dominant: sad

Screen time

6m 20s

Scenes

911

First seen

16:16

Last seen

157:43

Volatility

35 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

4%

Happy

1%

Surprise

23%

Neutral

1%

Fear

41%

Sad

22%

Angry

8%

Disgust

SH

Tom Sizemore

AS SERGEANT HORVATH

● Dominant: angry

Screen time

5m 52s

Scenes

843

First seen

5:19

Last seen

152:42

Volatility

38 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

8%

Happy

6%

Surprise

23%

Neutral

8%

Fear

10%

Sad

27%

Angry

20%

Disgust

PJ

Barry Pepper

AS PRIVATE JACKSON

● Dominant: angry

Screen time

5m 34s

Scenes

802

First seen

6:17

Last seen

140:04

Volatility

30 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

0%

Happy

3%

Surprise

7%

Neutral

4%

Fear

19%

Sad

50%

Angry

18%

Disgust

TM

Giovanni Ribisi

AS T/4 MEDIC WADE

● Dominant: sad

Screen time

3m 38s

Scenes

524

First seen

15:57

Last seen

91:45

Volatility

23 Low

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

3%

Happy

1%

Surprise

32%

Neutral

9%

Fear

39%

Sad

10%

Angry

5%

Disgust

PM

Adam Goldberg

AS PRIVATE MELLISH

● Dominant: angry

Screen time

2m 41s

Scenes

387

First seen

19:40

Last seen

145:42

Volatility

33 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

3%

Happy

0%

Surprise

13%

Neutral

6%

Fear

20%

Sad

50%

Angry

8%

Disgust

CH

Max Martini

AS CORPORAL HENDERSON

● Dominant: angry

Screen time

1m 27s

Scenes

208

First seen

106:19

Last seen

134:15

Volatility

22 Low

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

15%

Happy

3%

Surprise

14%

Neutral

1%

Fear

8%

Sad

57%

Angry

2%

Disgust

SW

Joerg Stadler

AS STEAMBOAT WILLIE

● Dominant: angry

Screen time

0m 47s

Scenes

114

First seen

92:32

Last seen

154:45

Volatility

45 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

9%

Happy

1%

Surprise

5%

Neutral

14%

Fear

18%

Sad

46%

Angry

7%

Disgust

CH

Ted Danson

AS CAPTAIN HAMILL

● Dominant: angry

Screen time

0m 46s

Scenes

111

First seen

60:13

Last seen

65:23

Volatility

26 Med

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

1%

Happy

3%

Surprise

11%

Neutral

10%

Fear

3%

Sad

71%

Angry

2%

Disgust

PC

Vin Diesel

AS PRIVATE CAPARZO

● Dominant: angry

Screen time

0m 34s

Scenes

81

First seen

17:41

Last seen

57:20

Volatility

61 High

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

7%

Happy

3%

Surprise

27%

Neutral

4%

Fear

11%

Sad

36%

Angry

12%

Disgust

T

Dylan Bruno

AS TOYNBE

● Dominant: angry

Screen time

0m 31s

Scenes

74

First seen

106:28

Last seen

137:40

Volatility

24 Low

Emotional arc — 30 segments~6m per bucket

00:0042m84m127m169.5m

0%

Happy

1%

Surprise

18%

Neutral

4%

Fear

12%

Sad

57%

Angry

8%

Disgust

LC

Dennis Farina

AS LIEUTENANT COLONEL ANDERSON

● Dominant: angry

Screen time

0m 26s

Scenes

63

First seen

36:55

Last seen

38:28

Too few detections for emotion analysis

SH

Paul Giamatti

AS SERGEANT HILL

● Dominant: neutral

Screen time

0m 20s

Scenes

48

First seen

47:37

Last seen

64:48

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 18 clusterssums to 99.9% of all dialogue

Hanks 44.0%

Burns 12.6%

Damon 8.0%

First-word entry · per speakerdot = first line · trail = on-screen window · 12 ensemble

0:0042:2384:45127:08169:30

runtime

Tom Sizemore

15:08enter

Tom Hanks

15:19enter

Vin Diesel

16:14enter

Edward Burns

16:22enter

Giovanni Ribisi

18:40enter

Max Martini

19:15enter

Adam Goldberg

21:39enter

Ted Danson

21:46enter

Joerg Stadler

21:58enter

Barry Pepper

22:05enter

Jeremy Davies

25:55enter

Matt Damon

25:56enter

SPEAKER 01

29:19enter

Dennis Farina

29:29enter

SPEAKER 04

30:31enter

SPEAKER 00

33:28enter

Paul Giamatti

47:03enter

Dylan Bruno

107:29enter

Tom HanksSPEAKER 16

Rapid exchange

44.0%

of all dialogue · 2,686 words · 28:34 spoken

WPM94

Turns653

Avg turn1.3s

Longest12.4s

enters at 15:19profanity 7

Edward BurnsSPEAKER 40

Rapid exchange

12.6%

of all dialogue · 1,859 words · 8:12 spoken

WPM226.9

Turns252

Avg turn1.9s

Longest18.2s

enters at 16:22profanity 28

Giovanni RibisiSPEAKER 10

Rapid exchange

6.1%

of all dialogue · 674 words · 3:59 spoken

WPM169.4

Turns295

Avg turn1.1s

Longest10.7s

enters at 18:40profanity 2

Tom SizemoreSPEAKER 19

Rapid exchange

4.4%

of all dialogue · 638 words · 2:53 spoken

WPM221.2

Turns195

Avg turn1.2s

Longest13.6s

enters at 15:08profanity 6

Adam GoldbergSPEAKER 30

Rapid exchange

3.8%

of all dialogue · 630 words · 2:29 spoken

WPM254.3

Turns168

Avg turn1.3s

Longest10.0s

enters at 21:39profanity 8

Matt DamonSPEAKER 38

Brief

8.0%

of all dialogue · 593 words · 5:13 spoken

WPM113.7

Turns97

Avg turn1.7s

Longest18.0s

enters at 25:56profanity 1

Jeremy DaviesSPEAKER 06

Rapid exchange

6.8%

of all dialogue · 508 words · 4:23 spoken

WPM115.8

Turns161

Avg turn1.1s

Longest6.2s

enters at 25:55profanity 1

Paul GiamattiSPEAKER 15

Brief

2.0%

of all dialogue · 283 words · 1:17 spoken

WPM220.4

Turns36

Avg turn2.0s

Longest10.2s

enters at 47:03profanity 4

Ted DansonSPEAKER 47

Brief

1.6%

of all dialogue · 277 words · 1:04 spoken

WPM260.1

Turns63

Avg turn1.2s

Longest7.0s

enters at 21:46profanity 1

Barry PepperSPEAKER 31

Brief

1.6%

of all dialogue · 272 words · 1:02 spoken

WPM262

Turns56

Avg turn1.6s

Longest17.5s

enters at 22:05profanity 1

Max MartiniSPEAKER 08

Brief

1.6%

of all dialogue · 254 words · 1:04 spoken

WPM239.5

Turns62

Avg turn1.3s

Longest9.3s

enters at 19:15profanity 1

Vin DieselSPEAKER 25

Brief

1.9%

of all dialogue · 208 words · 1:13 spoken

WPM170.4

Turns64

Avg turn1.5s

Longest8.9s

enters at 16:14profanity 0

Joerg StadlerSPEAKER 03

Brief

1.2%

of all dialogue · 170 words · 0:45 spoken

WPM226

Turns44

Avg turn1.0s

Longest7.9s

enters at 21:58profanity 0

Dennis FarinaSPEAKER 22

Brief

2.3%

of all dialogue · 122 words · 1:30 spoken

WPM80.9

Turns16

Avg turn2.0s

Longest7.5s

enters at 29:29profanity 0

Unknown SpeakerSPEAKER 04 · unmatched

Brief

0.5%

of all dialogue · 87 words · 0:20 spoken

WPM265.2

Turns14

Avg turn1.9s

Longest5.5s

enters at 30:31profanity 0

Unknown SpeakerSPEAKER 00 · unmatched

Brief

0.6%

of all dialogue · 85 words · 0:24 spoken

WPM217.2

Turns10

Avg turn2.4s

Longest5.7s

enters at 33:28profanity 2

Dylan BrunoSPEAKER 21

Brief

0.4%

of all dialogue · 70 words · 0:17 spoken

WPM249.1

Turns18

Avg turn0.9s

Longest2.6s

enters at 107:29profanity 0

Unknown SpeakerSPEAKER 01 · unmatched

Brief

0.5%

of all dialogue · 66 words · 0:20 spoken

WPM196.3

Turns12

Avg turn1.8s

Longest7.2s

enters at 29:19profanity 0

AGGREGATE — 15 unique characters · 39,642 faces detected · 15 named matches · 69m screen-time tracked