Drive (2011) Cast & Characters — QuantCinema

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CAST · DRIVE

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

13,673

across full runtime

Named matches

15

actors identified

Close-up shots

23.2%

of all framed shots

Smile rate

7.4%

frames with detected joy

Gender split

73%

27%

M / F · screen-time weighted

Dominant emotion

Neutral 33%

film-wide aggregate

Most expressive

Albert Brooks

72% non-neutral

Lead screen share

49%

15 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

7.4%

1,011 frames

Surprise

2.8%

383 frames

Neutral

33.0%

4,515 frames

Fear

13.4%

1,832 frames

Sad

24.9%

3,398 frames

Angry

10.5%

1,435 frames

Disgust

8.0%

1,099 frames

Screen time by actor

15 named · 65m tracked of 100.4m

01

Ryan Gosling

as Driver · 4616 scenes

32.1min · 49% of cast

neutral

02

Carey Mulligan

as Irene · 1489 scenes

10.3min · 16% of cast

sad

03

Albert Brooks

as Bernie Rose · 859 scenes

6.0min · 9% of cast

neutral

04

Bryan Cranston

as Shannon · 735 scenes

5.1min · 8% of cast

sad

05

Oscar Isaac

as Standard · 519 scenes

3.6min · 6% of cast

neutral

06

Kaden Leos

as Benicio · 421 scenes

2.9min · 4% of cast

sad

07

Ron Perlman

as Nino · 342 scenes

2.4min · 4% of cast

angry

08

Christina Hendricks

as Blanche · 200 scenes

1.4min · 2% of cast

sad

09

James Biberi

as Cook · 114 scenes

0.8min · 1% of cast

disgust

10

Jeff Wolfe

as Tan Suit · 64 scenes

0.4min · 1% of cast

happy

11

Tiara Parker

as Young Woman · 6 scenes

0.0min · 0% of cast

neutral

12

Tim Trella

as Hitman #1 · 4 scenes

0.0min · 0% of cast

fear

13

Joe Bucaro III

as Chauffeur · 3 scenes

0.0min · 0% of cast

happy

14

Jimmy Hart

as Hitman #2 · 2 scenes

0.0min · 0% of cast

angry

15

Russ Tamblyn

as Doc · 1 scenes

0.0min · 0% of cast

happy

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
Bryan Cranston as Shannon	852	113.7	26.5%
Albert Brooks as Bernie Rose	777	215.5	24.1%
Ryan Gosling as Driver	599	163.7	18.6%
Oscar Isaac as Standard	451	131.4	14.0%
Ron Perlman as Nino	274	247.4	8.5%
James Biberi as Cook	108	237.9	3.4%
Christina Hendricks as Blanche	66	220.7	2.0%
Kaden Leos as Benicio	49	220.7	1.5%
Unidentified speakers	45	—	1.4%

Cast profiles

arc · volatility · emotion breakdown per actor

RG

Ryan Gosling

AS DRIVER

● Dominant: neutral

Screen time

32m 05s

Scenes

4616

First seen

2:04

Last seen

95:40

Volatility

24 Low

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

4%

Happy

1%

Surprise

32%

Neutral

8%

Fear

30%

Sad

12%

Angry

12%

Disgust

CM

Carey Mulligan

AS IRENE

● Dominant: sad

Screen time

10m 21s

Scenes

1489

First seen

11:42

Last seen

95:17

Volatility

23 Low

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

20%

Happy

0%

Surprise

27%

Neutral

2%

Fear

45%

Sad

1%

Angry

5%

Disgust

AB

Albert Brooks

AS BERNIE ROSE

● Dominant: neutral

Screen time

5m 58s

Scenes

859

First seen

20:03

Last seen

94:43

Volatility

40 Med

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

11%

Happy

2%

Surprise

28%

Neutral

3%

Fear

20%

Sad

26%

Angry

11%

Disgust

BC

Bryan Cranston

AS SHANNON

● Dominant: sad

Screen time

5m 07s

Scenes

735

First seen

2:17

Last seen

82:28

Volatility

38 Med

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

13%

Happy

3%

Surprise

17%

Neutral

16%

Fear

25%

Sad

21%

Angry

5%

Disgust

OI

Oscar Isaac

AS STANDARD

● Dominant: neutral

Screen time

3m 37s

Scenes

519

First seen

17:60

Last seen

57:50

Volatility

26 Med

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

15%

Happy

4%

Surprise

51%

Neutral

3%

Fear

8%

Sad

17%

Angry

2%

Disgust

KL

Kaden Leos

AS BENICIO

● Dominant: sad

Screen time

2m 56s

Scenes

421

First seen

15:39

Last seen

57:26

Volatility

23 Low

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

5%

Happy

2%

Surprise

42%

Neutral

2%

Fear

47%

Sad

2%

Angry

0%

Disgust

RP

Ron Perlman

AS NINO

● Dominant: angry

Screen time

2m 23s

Scenes

342

First seen

21:43

Last seen

87:21

Volatility

29 Med

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

5%

Happy

1%

Surprise

9%

Neutral

10%

Fear

35%

Sad

37%

Angry

3%

Disgust

CH

Christina Hendricks

AS BLANCHE

● Dominant: sad

Screen time

1m 23s

Scenes

200

First seen

49:44

Last seen

60:09

Volatility

22 Low

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

0%

Happy

0%

Surprise

12%

Neutral

38%

Fear

47%

Sad

0%

Angry

4%

Disgust

JB

James Biberi

AS COOK

● Dominant: disgust

Screen time

0m 47s

Scenes

114

First seen

41:22

Last seen

76:08

Volatility

29 Med

Emotional arc — 30 segments~3m per bucket

00:0025m50m75m100.4m

1%

Happy

1%

Surprise

14%

Neutral

0%

Fear

12%

Sad

33%

Angry

39%

Disgust

JW

Jeff Wolfe

AS TAN SUIT

● Dominant: happy

Screen time

0m 26s

Scenes

64

First seen

67:33

Last seen

72:27

Too few detections for emotion analysis

TP

Tiara Parker

AS YOUNG WOMAN

● Dominant: neutral

Screen time

0m 02s

Scenes

6

First seen

33:38

Last seen

36:23

Too few detections for emotion analysis

TT

Tim Trella

AS HITMAN #1

● Dominant: fear

Screen time

0m 02s

Scenes

4

First seen

61:04

Last seen

61:27

Too few detections for emotion analysis

JB

Joe Bucaro III

AS CHAUFFEUR

● Dominant: happy

Screen time

0m 01s

Scenes

3

First seen

83:34

Last seen

83:37

Too few detections for emotion analysis

JH

Jimmy Hart

AS HITMAN #2

● Dominant: angry

Screen time

0m 01s

Scenes

2

First seen

61:40

Last seen

61:42

Too few detections for emotion analysis

RT

Russ Tamblyn

AS DOC

● Dominant: happy

Screen time

0m 01s

Scenes

1

First seen

62:60

Last seen

62:60

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 9 clusterssums to 100.0% of all dialogue

Cranston 36.7%

Brooks 17.7%

Gosling 17.9%

Isaac 16.8%

First-word entry · per speakerdot = first line · trail = on-screen window · 3 ensemble

0:0025:0650:1275:18100:24

runtime

Ryan Gosling

1:17enter

Bryan Cranston

2:24enter

Christina Hendricks

14:32enter

Kaden Leos

17:04enter

Oscar Isaac

17:27enter

Albert Brooks

17:54enter

Ron Perlman

21:46enter

SPEAKER 12

40:01enter

James Biberi

49:31enter

Bryan CranstonSPEAKER 06

Rapid exchange

36.7%

of all dialogue · 852 words · 7:30 spoken

WPM113.7

Turns179

Avg turn1.4s

Longest6.6s

enters at 2:24profanity 3

Albert BrooksSPEAKER 17

Rapid exchange

17.7%

of all dialogue · 777 words · 3:36 spoken

WPM215.5

Turns166

Avg turn1.3s

Longest6.7s

enters at 17:54profanity 7

Ryan GoslingSPEAKER 11

Rapid exchange

17.9%

of all dialogue · 599 words · 3:40 spoken

WPM163.7

Turns215

Avg turn1.0s

Longest5.9s

enters at 1:17profanity 0

Oscar IsaacSPEAKER 00

Conversational

16.8%

of all dialogue · 451 words · 3:26 spoken

WPM131.4

Turns118

Avg turn1.0s

Longest7.2s

enters at 17:27profanity 3

Ron PerlmanSPEAKER 03

Brief

5.4%

of all dialogue · 274 words · 1:06 spoken

WPM247.4

Turns55

Avg turn1.4s

Longest6.2s

enters at 21:46profanity 23

James BiberiSPEAKER 14

Brief

2.2%

of all dialogue · 108 words · 0:27 spoken

WPM237.9

Turns31

Avg turn1.0s

Longest3.0s

enters at 49:31profanity 5

Christina HendricksSPEAKER 01

Brief

1.5%

of all dialogue · 66 words · 0:18 spoken

WPM220.7

Turns9

Avg turn2.2s

Longest10.1s

enters at 14:32profanity 0

Kaden LeosSPEAKER 16

Conversational

1.1%

of all dialogue · 49 words · 0:13 spoken

WPM220.7

Turns146

Avg turn1.9s

Longest21.4s

enters at 17:04profanity 0

Unknown SpeakerSPEAKER 12 · unmatched

Brief

0.7%

of all dialogue · 45 words · 0:09 spoken

WPM302

Turns17

Avg turn1.0s

Longest2.6s

enters at 40:01profanity 0

AGGREGATE — 15 unique characters · 13,673 faces detected · 15 named matches · 65m screen-time tracked