Hereditary (2018) — QuantCinema

QuantCinemaCinema, decoded.

CAST · HEREDITARY

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

19,265

across full runtime

Named matches

14

actors identified

Close-up shots

19.8%

of all framed shots

Smile rate

3.5%

frames with detected joy

Gender split

57%

43%

M / F · screen-time weighted

Dominant emotion

Neutral 33%

film-wide aggregate

Most expressive

Toni Collette

79% non-neutral

Lead screen share

35%

14 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

3.5%

678 frames

Surprise

2.9%

565 frames

Neutral

33.4%

6,436 frames

Fear

26.8%

5,155 frames

Sad

22.9%

4,410 frames

Angry

8.3%

1,594 frames

Disgust

2.2%

427 frames

Screen time by actor

14 named · 66m tracked of 127.7m

01

Toni Collette

as Annie Graham · 3292 scenes

22.9min · 35% of cast

sad

02

Alex Wolff

as Peter Graham · 2482 scenes

17.3min · 26% of cast

fear

03

Gabriel Byrne

as Steve Graham · 1831 scenes

12.7min · 19% of cast

angry

04

Ann Dowd

as Joan · 886 scenes

6.2min · 9% of cast

sad

05

Milly Shapiro

as Charlie Graham · 548 scenes

3.8min · 6% of cast

sad

06

Mallory Bechtel

as Bridget · 219 scenes

1.5min · 2% of cast

neutral

07

Jake Brown

as Brendan · 86 scenes

0.6min · 1% of cast

neutral

08

Morgan Lund

as Mr. Davis · 58 scenes

0.4min · 1% of cast

angry

09

Heidi Mendez

as Spanish Speaking Woman · 32 scenes

0.2min · 0% of cast

neutral

10

Brock McKinney

as Aaron · 30 scenes

0.2min · 0% of cast

neutral

11

Bus Riley

as History Teacher · 29 scenes

0.2min · 0% of cast

neutral

12

Jarrod Phillips

as Group Leader · 13 scenes

0.1min · 0% of cast

neutral

13

Zachary Arthur

as Boy in Room · 13 scenes

0.1min · 0% of cast

happy

14

Christy Summerhays

as Charlie's Teacher · 1 scenes

0.0min · 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
Toni Collette as Annie Graham	1,924	194.4	43.0%
Ann Dowd as Joan	972	95.3	21.7%
Gabriel Byrne as Steve Graham	593	63.4	13.3%
Alex Wolff as Peter Graham	402	195	9.0%
Mallory Bechtel as Bridget	238	204.6	5.3%
Milly Shapiro as Charlie Graham	205	186.8	4.6%
Morgan Lund as Mr. Davis	75	175.8	1.7%
Heidi Mendez as Spanish Speaking Woman	47	196.7	1.1%
Jake Brown as Brendan	15	276.1	0.3%

Cast profiles

arc · volatility · emotion breakdown per actor

AG

Toni Collette

AS ANNIE GRAHAM

● Dominant: sad

Screen time

22m 53s

Scenes

3292

First seen

3:36

Last seen

116:17

Volatility

33 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

3%

Happy

1%

Surprise

21%

Neutral

24%

Fear

35%

Sad

9%

Angry

7%

Disgust

PG

Alex Wolff

AS PETER GRAHAM

● Dominant: fear

Screen time

17m 15s

Scenes

2482

First seen

5:25

Last seen

123:04

Volatility

22 Low

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

1%

Happy

2%

Surprise

23%

Neutral

34%

Fear

31%

Sad

7%

Angry

4%

Disgust

SG

Gabriel Byrne

AS STEVE GRAHAM

● Dominant: angry

Screen time

12m 44s

Scenes

1831

First seen

3:17

Last seen

106:51

Volatility

25 Low

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

1%

Happy

1%

Surprise

24%

Neutral

21%

Fear

25%

Sad

27%

Angry

1%

Disgust

J

Ann Dowd

AS JOAN

● Dominant: sad

Screen time

6m 10s

Scenes

886

First seen

19:46

Last seen

94:54

Volatility

27 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

10%

Happy

0%

Surprise

11%

Neutral

3%

Fear

70%

Sad

4%

Angry

1%

Disgust

CG

Milly Shapiro

AS CHARLIE GRAHAM

● Dominant: sad

Screen time

3m 49s

Scenes

548

First seen

3:42

Last seen

95:09

Volatility

16 Low

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

0%

Happy

0%

Surprise

12%

Neutral

15%

Fear

65%

Sad

7%

Angry

1%

Disgust

B

Mallory Bechtel

AS BRIDGET

● Dominant: neutral

Screen time

1m 31s

Scenes

219

First seen

14:60

Last seen

98:40

Volatility

32 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

15%

Happy

4%

Surprise

60%

Neutral

7%

Fear

10%

Sad

0%

Angry

5%

Disgust

B

Jake Brown

AS BRENDAN

● Dominant: neutral

Screen time

0m 36s

Scenes

86

First seen

15:11

Last seen

98:57

Volatility

29 Med

Emotional arc — 30 segments~4m per bucket

00:0031m63m95m127.7m

20%

Happy

1%

Surprise

48%

Neutral

4%

Fear

26%

Sad

0%

Angry

2%

Disgust

MD

Morgan Lund

AS MR. DAVIS

● Dominant: angry

Screen time

0m 24s

Scenes

58

First seen

14:57

Last seen

98:46

Too few detections for emotion analysis

SS

Heidi Mendez

AS SPANISH SPEAKING WOMAN

● Dominant: neutral

Screen time

0m 13s

Scenes

32

First seen

19:44

Last seen

20:60

Too few detections for emotion analysis

A

Brock McKinney

AS AARON

● Dominant: neutral

Screen time

0m 13s

Scenes

30

First seen

15:40

Last seen

29:04

Too few detections for emotion analysis

HT

Bus Riley

AS HISTORY TEACHER

● Dominant: neutral

Screen time

0m 12s

Scenes

29

First seen

42:05

Last seen

81:42

Too few detections for emotion analysis

GL

Jarrod Phillips

AS GROUP LEADER

● Dominant: neutral

Screen time

0m 05s

Scenes

13

First seen

21:36

Last seen

21:41

Too few detections for emotion analysis

BI

Zachary Arthur

AS BOY IN ROOM

● Dominant: happy

Screen time

0m 05s

Scenes

13

First seen

30:48

Last seen

31:20

Too few detections for emotion analysis

CT

Christy Summerhays

AS CHARLIE'S TEACHER

● Dominant: neutral

Screen time

0m 01s

Scenes

1

First seen

13:57

Last seen

13:57

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 9 clusterssums to 100.1% of all dialogue

Collette 28.7%

Dowd 29.6%

Byrne 27.1%

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

0:0031:5663:5195:47127:42

runtime

Gabriel Byrne

3:16enter

Milly Shapiro

4:18enter

Toni Collette

4:49enter

Ann Dowd

7:32enter

Alex Wolff

8:19enter

Morgan Lund

14:47enter

Mallory Bechtel

14:56enter

Heidi Mendez

19:44enter

Jake Brown

26:41enter

Toni ColletteSPEAKER 03

Rapid exchange

28.7%

of all dialogue · 1,924 words · 9:54 spoken

WPM194.4

Turns315

Avg turn1.9s

Longest18.4s

enters at 4:49profanity 5

Ann DowdSPEAKER 06

Rapid exchange

29.6%

of all dialogue · 972 words · 10:12 spoken

WPM95.3

Turns243

Avg turn1.5s

Longest11.8s

enters at 7:32profanity 1

Gabriel ByrneSPEAKER 23

Rapid exchange

27.1%

of all dialogue · 593 words · 9:21 spoken

WPM63.4

Turns297

Avg turn1.2s

Longest15.0s

enters at 3:16profanity 3

Alex WolffSPEAKER 08

Rapid exchange

6.0%

of all dialogue · 402 words · 2:04 spoken

WPM195

Turns192

Avg turn1.3s

Longest12.7s

enters at 8:19profanity 8

Mallory BechtelSPEAKER 19

Brief

3.4%

of all dialogue · 238 words · 1:10 spoken

WPM204.6

Turns65

Avg turn1.2s

Longest6.7s

enters at 14:56profanity 0

Milly ShapiroSPEAKER 02

Brief

3.2%

of all dialogue · 205 words · 1:06 spoken

WPM186.8

Turns79

Avg turn0.9s

Longest4.9s

enters at 4:18profanity 1

Morgan LundSPEAKER 21

Brief

1.2%

of all dialogue · 75 words · 0:26 spoken

WPM175.8

Turns19

Avg turn2.4s

Longest6.9s

enters at 14:47profanity 0

Heidi MendezSPEAKER 18

Brief

0.7%

of all dialogue · 47 words · 0:14 spoken

WPM196.7

Turns11

Avg turn1.5s

Longest4.3s

enters at 19:44profanity 0

Jake BrownSPEAKER 12

Brief

0.2%

of all dialogue · 15 words · 0:03 spoken

WPM276.1

Turns12

Avg turn3.6s

Longest22.6s

enters at 26:41profanity 0

AGGREGATE — 14 unique characters · 19,265 faces detected · 14 named matches · 66m screen-time tracked