The Fast And The Furious (2001) Cast & Characters — QuantCinema

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CAST · THE FAST AND THE FURIOUS

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

23,740

across full runtime

Named matches

14

actors identified

Close-up shots

15.4%

of all framed shots

Smile rate

8.7%

frames with detected joy

Gender split

79%

22%

M / F · screen-time weighted

Dominant emotion

Neutral 41%

film-wide aggregate

Most expressive

Michelle Rodriguez

81% non-neutral

Lead screen share

36%

14 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

8.7%

2,054 frames

Surprise

3.5%

822 frames

Neutral

40.7%

9,670 frames

Fear

15.2%

3,605 frames

Sad

8.5%

2,022 frames

Angry

18.8%

4,453 frames

Disgust

4.7%

1,114 frames

Screen time by actor

14 named · 63m tracked of 106.8m

01

Paul Walker

as Brian O'Conner · 3215 scenes

22.4min · 36% of cast

angry

02

Vin Diesel

as Dominic Toretto · 2165 scenes

15.1min · 24% of cast

angry

03

Jordana Brewster

as Mia Toretto · 905 scenes

6.3min · 10% of cast

sad

04

Matt Schulze

as Vince · 525 scenes

3.6min · 6% of cast

angry

05

Michelle Rodriguez

as Letty Ortiz · 394 scenes

2.7min · 4% of cast

angry

06

Ted Levine

as Sgt. Tanner · 377 scenes

2.6min · 4% of cast

angry

07

Chad Lindberg

as Jesse · 352 scenes

2.5min · 4% of cast

neutral

08

Johnny Strong

as Leon · 324 scenes

2.3min · 4% of cast

angry

09

Noel Gugliemi

as Hector · 255 scenes

1.8min · 3% of cast

neutral

10

Rick Yune

as Johnny Tran · 222 scenes

1.5min · 2% of cast

angry

11

Thom Barry

as Agent Bilkins · 170 scenes

1.2min · 2% of cast

neutral

12

R.J. de Vera

as Danny Yamato · 65 scenes

0.5min · 1% of cast

sad

13

Stanton Rutledge

as Muse · 50 scenes

0.3min · 1% of cast

angry

14

Vyto Ruginis

as Harry · 27 scenes

0.2min · 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
Vin Diesel as Dominic Toretto	1,303	67.3	24.7%
Paul Walker as Brian O'Conner	1,252	264.3	23.7%
Jordana Brewster as Mia Toretto	398	187.1	7.5%
Ted Levine as Sgt. Tanner	395	89.8	7.5%
Thom Barry as Agent Bilkins	372	277.4	7.0%
Chad Lindberg as Jesse	343	193.9	6.5%
Noel Gugliemi as Hector	328	215.9	6.2%
Matt Schulze as Vince	269	255.7	5.1%
Michelle Rodriguez as Letty Ortiz	189	145.6	3.6%
Johnny Strong as Leon	179	88.3	3.4%
Rick Yune as Johnny Tran	129	62.8	2.4%
Vyto Ruginis as Harry	126	252.8	2.4%

Cast profiles

arc · volatility · emotion breakdown per actor

BO

Paul Walker

AS BRIAN O'CONNER

● Dominant: angry

Screen time

22m 21s

Scenes

3215

First seen

3:17

Last seen

99:56

Volatility

33 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

8%

Happy

2%

Surprise

22%

Neutral

4%

Fear

6%

Sad

52%

Angry

7%

Disgust

DT

Vin Diesel

AS DOMINIC TORETTO

● Dominant: angry

Screen time

15m 03s

Scenes

2165

First seen

5:09

Last seen

106:38

Volatility

37 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

8%

Happy

2%

Surprise

26%

Neutral

4%

Fear

7%

Sad

39%

Angry

13%

Disgust

MT

Jordana Brewster

AS MIA TORETTO

● Dominant: sad

Screen time

6m 17s

Scenes

905

First seen

4:31

Last seen

91:41

Volatility

42 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

23%

Happy

0%

Surprise

17%

Neutral

3%

Fear

24%

Sad

19%

Angry

14%

Disgust

V

Matt Schulze

AS VINCE

● Dominant: angry

Screen time

3m 39s

Scenes

525

First seen

6:11

Last seen

87:41

Volatility

32 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

9%

Happy

1%

Surprise

10%

Neutral

3%

Fear

8%

Sad

64%

Angry

5%

Disgust

LO

Michelle Rodriguez

AS LETTY ORTIZ

● Dominant: angry

Screen time

2m 44s

Scenes

394

First seen

6:01

Last seen

87:34

Volatility

50 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

13%

Happy

3%

Surprise

19%

Neutral

4%

Fear

21%

Sad

23%

Angry

17%

Disgust

ST

Ted Levine

AS SGT. TANNER

● Dominant: angry

Screen time

2m 37s

Scenes

377

First seen

35:17

Last seen

65:51

Volatility

43 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

10%

Happy

3%

Surprise

14%

Neutral

5%

Fear

4%

Sad

52%

Angry

13%

Disgust

J

Chad Lindberg

AS JESSE

● Dominant: neutral

Screen time

2m 27s

Scenes

352

First seen

6:15

Last seen

91:18

Volatility

46 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

4%

Happy

3%

Surprise

37%

Neutral

8%

Fear

32%

Sad

9%

Angry

7%

Disgust

L

Johnny Strong

AS LEON

● Dominant: angry

Screen time

2m 15s

Scenes

324

First seen

6:07

Last seen

89:12

Volatility

32 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

4%

Happy

1%

Surprise

14%

Neutral

6%

Fear

5%

Sad

65%

Angry

5%

Disgust

H

Noel Gugliemi

AS HECTOR

● Dominant: neutral

Screen time

1m 46s

Scenes

255

First seen

11:19

Last seen

46:17

Volatility

45 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

26%

Happy

1%

Surprise

39%

Neutral

2%

Fear

12%

Sad

15%

Angry

6%

Disgust

JT

Rick Yune

AS JOHNNY TRAN

● Dominant: angry

Screen time

1m 32s

Scenes

222

First seen

27:30

Last seen

94:43

Volatility

38 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

15%

Happy

2%

Surprise

15%

Neutral

2%

Fear

19%

Sad

39%

Angry

8%

Disgust

AB

Thom Barry

AS AGENT BILKINS

● Dominant: neutral

Screen time

1m 11s

Scenes

170

First seen

35:58

Last seen

65:04

Volatility

45 Med

Emotional arc — 30 segments~4m per bucket

00:0026m53m80m106.8m

27%

Happy

21%

Surprise

28%

Neutral

8%

Fear

8%

Sad

3%

Angry

5%

Disgust

DY

R.J. de Vera

AS DANNY YAMATO

● Dominant: sad

Screen time

0m 27s

Scenes

65

First seen

11:24

Last seen

18:55

Too few detections for emotion analysis

M

Stanton Rutledge

AS MUSE

● Dominant: angry

Screen time

0m 21s

Scenes

50

First seen

35:00

Last seen

63:36

Too few detections for emotion analysis

H

Vyto Ruginis

AS HARRY

● Dominant: angry

Screen time

0m 11s

Scenes

27

First seen

9:16

Last seen

10:15

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 12 clusterssums to 100.0% of all dialogue

Diesel 45.9%

Walker 11.2%

Levine 10.4%

First-word entry · per speakerdot = first line · trail = on-screen window · 6 ensemble

0:0026:4253:2480:06106:48

runtime

Ted Levine

0:02enter

Jordana Brewster

4:51enter

Paul Walker

4:56enter

Johnny Strong

4:59enter

Michelle Rodriguez

6:18enter

Chad Lindberg

6:20enter

Matt Schulze

6:32enter

Vin Diesel

8:33enter

Vyto Ruginis

9:15enter

Noel Gugliemi

11:09enter

Rick Yune

26:56enter

Thom Barry

35:17enter

Vin DieselSPEAKER 23

Rapid exchange

45.9%

of all dialogue · 1,303 words · 19:22 spoken

WPM67.3

Turns323

Avg turn1.3s

Longest9.7s

enters at 8:33profanity 12

Paul WalkerSPEAKER 09

Rapid exchange

11.2%

of all dialogue · 1,252 words · 4:44 spoken

WPM264.3

Turns238

Avg turn1.3s

Longest6.7s

enters at 4:56profanity 9

Jordana BrewsterSPEAKER 14

Conversational

5.0%

of all dialogue · 398 words · 2:08 spoken

WPM187.1

Turns103

Avg turn1.5s

Longest10.1s

enters at 4:51profanity 1

Ted LevineSPEAKER 07

Brief

10.4%

of all dialogue · 395 words · 4:24 spoken

WPM89.8

Turns91

Avg turn1.6s

Longest9.7s

enters at 0:02profanity 1

Thom BarrySPEAKER 21

Brief

3.2%

of all dialogue · 372 words · 1:21 spoken

WPM277.4

Turns63

Avg turn1.5s

Longest14.1s

enters at 35:17profanity 1

Chad LindbergSPEAKER 02

Brief

4.2%

of all dialogue · 343 words · 1:46 spoken

WPM193.9

Turns66

Avg turn1.8s

Longest21.7s

enters at 6:20profanity 3

Noel GugliemiSPEAKER 10

Conversational

3.6%

of all dialogue · 328 words · 1:31 spoken

WPM215.9

Turns101

Avg turn1.7s

Longest43.0s

enters at 11:09profanity 4

Matt SchulzeSPEAKER 05

Brief

2.5%

of all dialogue · 269 words · 1:03 spoken

WPM255.7

Turns66

Avg turn1.4s

Longest9.2s

enters at 6:32profanity 6

Michelle RodriguezSPEAKER 19

Rapid exchange

3.1%

of all dialogue · 189 words · 1:18 spoken

WPM145.6

Turns197

Avg turn0.8s

Longest5.4s

enters at 6:18profanity 3

Johnny StrongSPEAKER 24

Brief

4.8%

of all dialogue · 179 words · 2:02 spoken

WPM88.3

Turns55

Avg turn1.4s

Longest10.2s

enters at 4:59profanity 0

Rick YuneSPEAKER 06

Brief

4.9%

of all dialogue · 129 words · 2:03 spoken

WPM62.8

Turns36

Avg turn1.0s

Longest3.9s

enters at 26:56profanity 1

Vyto RuginisSPEAKER 22

Brief

1.2%

of all dialogue · 126 words · 0:30 spoken

WPM252.8

Turns25

Avg turn1.4s

Longest6.5s

enters at 9:15profanity 0

AGGREGATE — 14 unique characters · 23,740 faces detected · 14 named matches · 63m screen-time tracked