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CAST · THE RUNNING 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
27,178
across full runtime
Named matches
15
actors identified
Close-up shots
21.8%
of all framed shots
Smile rate
7.1%
frames with detected joy
Gender split
81%
19%
M / F · screen-time weighted
Dominant emotion
Neutral 34%
film-wide aggregate
Most expressive
Jayme Lawson
79% non-neutral
Lead screen share
57%
15 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted
Happy
7.1%
1,937 frames
Surprise
4.0%
1,099 frames
Neutral
33.8%
9,187 frames
Fear
20.0%
5,444 frames
Sad
11.0%
2,982 frames
Angry
18.7%
5,069 frames
Disgust
5.4%
1,460 frames

Screen time by actor

15 named · 74m tracked of 136.4m
01
Glen Powell
as Ben Richards · 6080 scenes
42.3min · 57% of cast
angry
02
Josh Brolin
as Dan Killian · 824 scenes
5.7min · 8% of cast
disgust
03
Colman Domingo
as Bobby T. · 794 scenes
5.5min · 7% of cast
angry
04
Michael Cera
as Elton Perrakis · 591 scenes
4.1min · 6% of cast
neutral
05
Emilia Jones
as Amelia Williams · 488 scenes
3.4min · 5% of cast
sad
06
Jayme Lawson
as Sheila Richards · 459 scenes
3.2min · 4% of cast
neutral
07
Katy O'Brian
as Jenni Laughlin · 319 scenes
2.2min · 3% of cast
happy
08
Daniel Ezra
as Bradley · 297 scenes
2.1min · 3% of cast
surprise
09
Martin Herlihy
as Tim Jansky · 265 scenes
1.8min · 2% of cast
happy
10
Lee Pace
as Evan McCone · 246 scenes
1.7min · 2% of cast
angry
11
Karl Glusman
as 'Frank' · 100 scenes
0.7min · 1% of cast
angry
12
William H. Macy
as Molie Jernigan · 95 scenes
0.7min · 1% of cast
angry
13
David Zayas
as Richard Manuel · 73 scenes
0.5min · 1% of cast
neutral
14
Sean Hayes
as Gary Greenbacks · 57 scenes
0.4min · 1% of cast
angry
15
Danny McCarthy
as YVA Manager · 14 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 / CharacterWords spokenWPM% of dialogue
Josh Brolin
as Dan Killian
1,872192.3
17.1%
Emilia Jones
as Amelia Williams
1,806216.6
16.5%
Colman Domingo
as Bobby T.
1,423185.9
13.0%
Glen Powell
as Ben Richards
1,400155.5
12.8%
Daniel Ezra
as Bradley
1,269225.3
11.6%
Michael Cera
as Elton Perrakis
792223.9
7.2%
Jayme Lawson
as Sheila Richards
632144.3
5.8%
Lee Pace
as Evan McCone
52887
4.8%
William H. Macy
as Molie Jernigan
320223.5
2.9%
Katy O'Brian
as Jenni Laughlin
25573.1
2.3%
Martin Herlihy
as Tim Jansky
210211.8
1.9%
Sean Hayes
as Gary Greenbacks
144149.6
1.3%
Unidentified speakers
128—
1.2%
Danny McCarthy
as YVA Manager
102196.5
0.9%
David Zayas
as Richard Manuel
68244
0.6%

Cast profiles

arc · volatility · emotion breakdown per actor
BR
Glen Powell
AS BEN RICHARDS
● Dominant: angry
Screen time
42m 16s
Scenes
6080
First seen
0:37
Last seen
132:40
Volatility
35 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
6%
Happy
0%
Surprise
9%
Neutral
13%
Fear
20%
Sad
47%
Angry
6%
Disgust
DK
Josh Brolin
AS DAN KILLIAN
● Dominant: disgust
Screen time
5m 44s
Scenes
824
First seen
17:17
Last seen
128:35
Volatility
38 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
16%
Happy
7%
Surprise
12%
Neutral
2%
Fear
4%
Sad
19%
Angry
40%
Disgust
BT
Colman Domingo
AS BOBBY T.
● Dominant: angry
Screen time
5m 31s
Scenes
794
First seen
21:27
Last seen
131:27
Volatility
49 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
20%
Happy
2%
Surprise
22%
Neutral
6%
Fear
12%
Sad
33%
Angry
6%
Disgust
EP
Michael Cera
AS ELTON PERRAKIS
● Dominant: neutral
Screen time
4m 07s
Scenes
591
First seen
76:16
Last seen
89:59
Volatility
44 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
8%
Happy
14%
Surprise
47%
Neutral
13%
Fear
0%
Sad
10%
Angry
8%
Disgust
AW
Emilia Jones
AS AMELIA WILLIAMS
● Dominant: sad
Screen time
3m 23s
Scenes
488
First seen
93:59
Last seen
117:47
Volatility
34 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
2%
Happy
2%
Surprise
11%
Neutral
13%
Fear
61%
Sad
8%
Angry
4%
Disgust
SR
Jayme Lawson
AS SHEILA RICHARDS
● Dominant: neutral
Screen time
3m 11s
Scenes
459
First seen
2:14
Last seen
125:31
Volatility
51 High
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
13%
Happy
8%
Surprise
21%
Neutral
16%
Fear
21%
Sad
5%
Angry
17%
Disgust
JL
Katy O'Brian
AS JENNI LAUGHLIN
● Dominant: happy
Screen time
2m 13s
Scenes
319
First seen
12:24
Last seen
129:08
Volatility
42 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
35%
Happy
7%
Surprise
25%
Neutral
5%
Fear
9%
Sad
9%
Angry
9%
Disgust
B
Daniel Ezra
AS BRADLEY
● Dominant: surprise
Screen time
2m 04s
Scenes
297
First seen
57:47
Last seen
68:53
Volatility
39 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
7%
Happy
28%
Surprise
24%
Neutral
8%
Fear
9%
Sad
13%
Angry
10%
Disgust
TJ
Martin Herlihy
AS TIM JANSKY
● Dominant: happy
Screen time
1m 50s
Scenes
265
First seen
12:39
Last seen
131:31
Volatility
36 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
33%
Happy
10%
Surprise
27%
Neutral
5%
Fear
4%
Sad
15%
Angry
7%
Disgust
EM
Lee Pace
AS EVAN MCCONE
● Dominant: angry
Screen time
1m 43s
Scenes
246
First seen
104:32
Last seen
122:29
Volatility
33 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
5%
Happy
0%
Surprise
13%
Neutral
7%
Fear
32%
Sad
37%
Angry
7%
Disgust
'
Karl Glusman
AS 'FRANK'
● Dominant: angry
Screen time
0m 42s
Scenes
100
First seen
6:57
Last seen
132:06
Volatility
38 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
0%
Happy
10%
Surprise
20%
Neutral
11%
Fear
0%
Sad
51%
Angry
8%
Disgust
MJ
William H. Macy
AS MOLIE JERNIGAN
● Dominant: angry
Screen time
0m 40s
Scenes
95
First seen
34:44
Last seen
37:34
Volatility
50 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
0%
Happy
2%
Surprise
12%
Neutral
18%
Fear
31%
Sad
36%
Angry
2%
Disgust
RM
David Zayas
AS RICHARD MANUEL
● Dominant: neutral
Screen time
0m 31s
Scenes
73
First seen
0:42
Last seen
1:34
Volatility
45 Med
Emotional arc — 30 segments~5m per bucket
00:0034m68m102m136.4m
4%
Happy
21%
Surprise
47%
Neutral
25%
Fear
4%
Sad
22%
Angry
3%
Disgust
GG
Sean Hayes
AS GARY GREENBACKS
● Dominant: angry
Screen time
0m 24s
Scenes
57
First seen
2:44
Last seen
3:58

Too few detections for emotion analysis

YM
Danny McCarthy
AS YVA MANAGER
● Dominant: angry
Screen time
0m 06s
Scenes
14
First seen
46:06
Last seen
46:18

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker
Talk-time share · 18 clusterssums to 100.0% of all dialogue
Brolin 15.6%
Jones 13.3%
Domingo 12.2%
Powell 14.4%
Ezra 9.0%
Pace 9.7%
First-word entry · per speakerdot = first line · trail = on-screen window · 12 ensemble
0:0034:0668:12102:18136:24
runtime
Glen Powell
0:47enter
David Zayas
0:56enter
Martin Herlihy
1:44enter
Lee Pace
1:57enter
Emilia Jones
2:03enter
Jayme Lawson
2:10enter
Sean Hayes
2:35enter
Colman Domingo
2:43enter
Michael Cera
2:59enter
Daniel Ezra
3:33enter
Katy O'Brian
3:37enter
Josh Brolin
4:00enter
SPEAKER 14
6:34enter
William H. Macy
34:21enter
Danny McCarthy
35:38enter
SPEAKER 45
48:58enter
SPEAKER 54
71:50enter
SPEAKER 34
105:08enter
Josh BrolinSPEAKER 33
Rapid exchange
15.6%
of all dialogue · 1,872 words · 9:44 spoken
WPM192.3
Turns403
Avg turn1.5s
Longest13.9s
enters at 4:00profanity 25
Emilia JonesSPEAKER 46
Rapid exchange
13.3%
of all dialogue · 1,806 words · 8:20 spoken
WPM216.6
Turns427
Avg turn1.3s
Longest13.5s
enters at 2:03profanity 10
Colman DomingoSPEAKER 25
Rapid exchange
12.2%
of all dialogue · 1,423 words · 7:39 spoken
WPM185.9
Turns376
Avg turn1.6s
Longest23.3s
enters at 2:43profanity 13
Glen PowellSPEAKER 51
Rapid exchange
14.4%
of all dialogue · 1,400 words · 9:00 spoken
WPM155.5
Turns344
Avg turn1.5s
Longest15.2s
enters at 0:47profanity 6
Daniel EzraSPEAKER 37
Rapid exchange
9.0%
of all dialogue · 1,269 words · 5:38 spoken
WPM225.3
Turns193
Avg turn2.0s
Longest25.8s
enters at 3:33profanity 18
Michael CeraSPEAKER 52
Rapid exchange
5.7%
of all dialogue · 792 words · 3:32 spoken
WPM223.9
Turns205
Avg turn1.3s
Longest7.8s
enters at 2:59profanity 7
Jayme LawsonSPEAKER 19
Rapid exchange
7.0%
of all dialogue · 632 words · 4:23 spoken
WPM144.3
Turns166
Avg turn1.1s
Longest8.3s
enters at 2:10profanity 6
Lee PaceSPEAKER 39
Conversational
9.7%
of all dialogue · 528 words · 6:04 spoken
WPM87
Turns146
Avg turn1.2s
Longest8.7s
enters at 1:57profanity 9
William H. MacySPEAKER 24
Brief
2.3%
of all dialogue · 320 words · 1:26 spoken
WPM223.5
Turns67
Avg turn1.4s
Longest6.1s
enters at 34:21profanity 3
Katy O'BrianSPEAKER 32
Rapid exchange
5.6%
of all dialogue · 255 words · 3:29 spoken
WPM73.1
Turns172
Avg turn0.9s
Longest21.0s
enters at 3:37profanity 4
Martin HerlihySPEAKER 06
Brief
1.6%
of all dialogue · 210 words · 0:60 spoken
WPM211.8
Turns66
Avg turn1.2s
Longest13.3s
enters at 1:44profanity 1
Sean HayesSPEAKER 48
Brief
1.5%
of all dialogue · 144 words · 0:58 spoken
WPM149.6
Turns55
Avg turn1.6s
Longest11.8s
enters at 2:35profanity 1
Danny McCarthySPEAKER 03
Brief
0.8%
of all dialogue · 102 words · 0:31 spoken
WPM196.5
Turns34
Avg turn1.0s
Longest5.0s
enters at 35:38profanity 2
David ZayasSPEAKER 62
Brief
0.4%
of all dialogue · 68 words · 0:17 spoken
WPM244
Turns16
Avg turn1.4s
Longest5.4s
enters at 0:56profanity 1
Unknown SpeakerSPEAKER 14 · unmatched
Brief
0.4%
of all dialogue · 64 words · 0:16 spoken
WPM246.2
Turns13
Avg turn1.3s
Longest7.0s
enters at 6:34profanity 2
Unknown SpeakerSPEAKER 34 · unmatched
Brief
0.3%
of all dialogue · 33 words · 0:10 spoken
WPM207.5
Turns5
Avg turn2.2s
Longest3.9s
enters at 105:08profanity 0
Unknown SpeakerSPEAKER 54 · unmatched
Brief
0.2%
of all dialogue · 29 words · 0:09 spoken
WPM198
Turns6
Avg turn1.2s
Longest2.6s
enters at 71:50profanity 1
Unknown SpeakerSPEAKER 45 · unmatched
Brief
0.0%
of all dialogue · 2 words · 0:00 spoken
WPM285.7
Turns18
Avg turn1.0s
Longest3.0s
enters at 48:58profanity 0
AGGREGATE — 15 unique characters · 27,178 faces detected · 15 named matches · 74m screen-time tracked