Iron Man (2008) — QuantCinema

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CAST · IRON MAN

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

27,802

across full runtime

Named matches

13

actors identified

Close-up shots

14.6%

of all framed shots

Smile rate

6.9%

frames with detected joy

Gender split

79%

21%

M / F · screen-time weighted

Dominant emotion

Neutral 44%

film-wide aggregate

Most expressive

Sayed Badreya

82% non-neutral

Lead screen share

45%

13 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

6.9%

1,917 frames

Surprise

3.7%

1,029 frames

Neutral

43.9%

12,213 frames

Fear

14.8%

4,125 frames

Sad

11.7%

3,250 frames

Angry

15.5%

4,321 frames

Disgust

3.4%

947 frames

Screen time by actor

13 named · 79m tracked of 126m

01

Robert Downey Jr.

as Tony Stark · 5042 scenes

35.0min · 45% of cast

neutral

02

Gwyneth Paltrow

as Pepper Potts · 1774 scenes

12.3min · 16% of cast

sad

03

Jeff Bridges

as Obadiah Stane · 1651 scenes

11.5min · 15% of cast

angry

04

Terrence Howard

as Rhodey · 882 scenes

6.1min · 8% of cast

neutral

05

Faran Tahir

as Raza · 476 scenes

3.3min · 4% of cast

angry

06

Shaun Toub

as Yinsen · 431 scenes

3.0min · 4% of cast

angry

07

Clark Gregg

as Agent Coulson · 388 scenes

2.7min · 3% of cast

happy

08

Leslie Bibb

as Christine Everhart · 260 scenes

1.8min · 2% of cast

happy

09

Sayed Badreya

as Abu Bakaar · 157 scenes

1.1min · 1% of cast

angry

10

Tim Guinee

as Major Allen · 106 scenes

0.7min · 1% of cast

sad

11

Jon Favreau

as Hogan · 105 scenes

0.7min · 1% of cast

angry

12

Bill Smitrovich

as General Gabriel · 11 scenes

0.1min · 0% of cast

disgust

13

Peter Billingsley

as William Ginter Riva · 8 scenes

0.1min · 0% of cast

sad

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
Robert Downey Jr. as Tony Stark	3,581	202.2	40.2%
Gwyneth Paltrow as Pepper Potts	1,319	241.3	14.8%
Jeff Bridges as Obadiah Stane	1,028	173.5	11.5%
Terrence Howard as Rhodey	966	214.6	10.8%
Shaun Toub as Yinsen	649	214.7	7.3%
Tim Guinee as Major Allen	446	225.1	5.0%
Faran Tahir as Raza	355	63.2	4.0%
Clark Gregg as Agent Coulson	234	263.3	2.6%
Leslie Bibb as Christine Everhart	208	186.9	2.3%
Sayed Badreya as Abu Bakaar	79	210.3	0.9%
Unidentified speakers	40	—	0.4%

Cast profiles

arc · volatility · emotion breakdown per actor

TS

Robert Downey Jr.

AS TONY STARK

● Dominant: neutral

Screen time

35m 03s

Scenes

5042

First seen

1:23

Last seen

125:42

Volatility

32 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

2%

Happy

6%

Surprise

30%

Neutral

14%

Fear

23%

Sad

20%

Angry

5%

Disgust

PP

Gwyneth Paltrow

AS PEPPER POTTS

● Dominant: sad

Screen time

12m 20s

Scenes

1774

First seen

10:08

Last seen

115:59

Volatility

31 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

18%

Happy

1%

Surprise

16%

Neutral

10%

Fear

40%

Sad

9%

Angry

6%

Disgust

OS

Jeff Bridges

AS OBADIAH STANE

● Dominant: angry

Screen time

11m 29s

Scenes

1651

First seen

4:34

Last seen

112:47

Volatility

34 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

18%

Happy

4%

Surprise

9%

Neutral

2%

Fear

9%

Sad

52%

Angry

6%

Disgust

R

Terrence Howard

AS RHODEY

● Dominant: neutral

Screen time

6m 08s

Scenes

882

First seen

5:31

Last seen

117:16

Volatility

41 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

14%

Happy

9%

Surprise

37%

Neutral

3%

Fear

21%

Sad

11%

Angry

5%

Disgust

R

Faran Tahir

AS RAZA

● Dominant: angry

Screen time

3m 19s

Scenes

476

First seen

4:15

Last seen

88:04

Volatility

23 Low

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

1%

Happy

0%

Surprise

14%

Neutral

13%

Fear

11%

Sad

56%

Angry

6%

Disgust

Y

Shaun Toub

AS YINSEN

● Dominant: angry

Screen time

3m 00s

Scenes

431

First seen

18:20

Last seen

38:34

Volatility

32 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

2%

Happy

7%

Surprise

33%

Neutral

9%

Fear

4%

Sad

40%

Angry

5%

Disgust

AC

Clark Gregg

AS AGENT COULSON

● Dominant: happy

Screen time

2m 42s

Scenes

388

First seen

43:53

Last seen

114:55

Volatility

28 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

32%

Happy

1%

Surprise

30%

Neutral

2%

Fear

5%

Sad

24%

Angry

8%

Disgust

CE

Leslie Bibb

AS CHRISTINE EVERHART

● Dominant: happy

Screen time

1m 49s

Scenes

260

First seen

7:43

Last seen

117:16

Volatility

41 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

29%

Happy

5%

Surprise

24%

Neutral

7%

Fear

7%

Sad

15%

Angry

13%

Disgust

AB

Sayed Badreya

AS ABU BAKAAR

● Dominant: angry

Screen time

1m 05s

Scenes

157

First seen

19:27

Last seen

78:18

Volatility

44 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

4%

Happy

1%

Surprise

19%

Neutral

3%

Fear

29%

Sad

43%

Angry

2%

Disgust

MA

Tim Guinee

AS MAJOR ALLEN

● Dominant: sad

Screen time

0m 44s

Scenes

106

First seen

79:32

Last seen

84:15

Volatility

43 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

0%

Happy

2%

Surprise

4%

Neutral

14%

Fear

45%

Sad

34%

Angry

1%

Disgust

H

Jon Favreau

AS HOGAN

● Dominant: angry

Screen time

0m 44s

Scenes

105

First seen

6:41

Last seen

43:39

Volatility

41 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m94m126m

3%

Happy

0%

Surprise

37%

Neutral

0%

Fear

0%

Sad

54%

Angry

6%

Disgust

GG

Bill Smitrovich

AS GENERAL GABRIEL

● Dominant: disgust

Screen time

0m 05s

Scenes

11

First seen

14:50

Last seen

15:46

Too few detections for emotion analysis

WG

Peter Billingsley

AS WILLIAM GINTER RIVA

● Dominant: sad

Screen time

0m 04s

Scenes

8

First seen

95:00

Last seen

95:05

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 11 clusterssums to 99.9% of all dialogue

Jr. 37.7%

Paltrow 11.6%

Bridges 12.6%

Howard 9.6%

Tahir 12.0%

First-word entry · per speakerdot = first line · trail = on-screen window · 5 ensemble

0:0031:3063:0094:30126:00

runtime

Robert Downey Jr.

1:27enter

Shaun Toub

2:13enter

Tim Guinee

2:31enter

Sayed Badreya

2:40enter

Faran Tahir

4:02enter

Jeff Bridges

4:20enter

Terrence Howard

5:31enter

Leslie Bibb

7:42enter

Gwyneth Paltrow

10:06enter

Clark Gregg

24:22enter

SPEAKER 12

125:18enter

Robert Downey Jr.SPEAKER 17

Rapid exchange

37.7%

of all dialogue · 3,581 words · 17:42 spoken

WPM202.2

Turns618

Avg turn1.7s

Longest17.0s

enters at 1:27profanity 3

Gwyneth PaltrowSPEAKER 29

Rapid exchange

11.6%

of all dialogue · 1,319 words · 5:28 spoken

WPM241.3

Turns232

Avg turn1.7s

Longest16.9s

enters at 10:06profanity 0

Jeff BridgesSPEAKER 28

Rapid exchange

12.6%

of all dialogue · 1,028 words · 5:55 spoken

WPM173.5

Turns182

Avg turn2.1s

Longest30.9s

enters at 4:20profanity 2

Terrence HowardSPEAKER 07

Rapid exchange

9.6%

of all dialogue · 966 words · 4:30 spoken

WPM214.6

Turns174

Avg turn1.7s

Longest12.6s

enters at 5:31profanity 2

Shaun ToubSPEAKER 13

Rapid exchange

6.4%

of all dialogue · 649 words · 3:01 spoken

WPM214.7

Turns181

Avg turn1.2s

Longest17.2s

enters at 2:13profanity 0

Tim GuineeSPEAKER 27

Brief

4.2%

of all dialogue · 446 words · 1:59 spoken

WPM225.1

Turns82

Avg turn1.7s

Longest8.2s

enters at 2:31profanity 0

Faran TahirSPEAKER 02

Rapid exchange

12.0%

of all dialogue · 355 words · 5:37 spoken

WPM63.2

Turns160

Avg turn1.0s

Longest4.7s

enters at 4:02profanity 1

Clark GreggSPEAKER 31

Brief

1.9%

of all dialogue · 234 words · 0:53 spoken

WPM263.3

Turns38

Avg turn1.7s

Longest13.0s

enters at 24:22profanity 0

Leslie BibbSPEAKER 23

Brief

2.4%

of all dialogue · 208 words · 1:07 spoken

WPM186.9

Turns36

Avg turn1.5s

Longest9.2s

enters at 7:42profanity 0

Sayed BadreyaSPEAKER 09

Brief

0.8%

of all dialogue · 79 words · 0:23 spoken

WPM210.3

Turns82

Avg turn0.9s

Longest5.2s

enters at 2:40profanity 0

Unknown SpeakerSPEAKER 12 · unmatched

Brief

0.7%

of all dialogue · 40 words · 0:21 spoken

WPM115.2

Turns11

Avg turn1.1s

Longest2.9s

enters at 125:18profanity 0

AGGREGATE — 13 unique characters · 27,802 faces detected · 13 named matches · 79m screen-time tracked