Journal of Probability and Statistics / 2018 / Article / Tab 7

Research Article

Detecting Spatial Clusters via a Mixture of Dirichlet Processes

Table 7

Breakdown of emotions and their frequencies by individual foci cluster.

Cluster Index: Total foci in that cluster
Emotion Frequency of emotion (% of total cluster foci)

Cluster: 11615Cluster: 2188Cluster: 3148
aff562 (34.8)aff57 (30.32)aff53 (35.81)
anger110 (6.81)anger10 (5.32)anger12 (8.11)
disgust225 (13.93)disgust18 (9.57)disgust22 (14.86)
fear234 (14.49)fear35 (18.62)fear31 (20.95)
happiness121 (7.49)happiness17 (9.04)happiness8 (5.41)
mixed131 (8.11)Mixed18 (9.57)mixed8 (5.41)
sadness228 (14.12)sadness33 (17.55)sadness13 (8.78)
surprise4 (0.25)surprise1 (0.68)

Cluster: 4102Cluster: 577Cluster: 667
aff44 (43.14)aff35 (45.45)aff22 (32.84)
anger6 (5.88)anger3 (3.9)anger4 (5.97)
disgust15 (14.71)disgust13 (16.88)disgust5 (7.46)
fear9 (8.82)fear5 (6.49)fear14 (20.9)
happiness9 (8.82)happiness5 (6.49)happiness6 (8.96)
mixed4 (3.92)Mixed7 (9.09)Mixed4 (5.97)
sadness15 (14.71)sadness9 (11.69)sadness11 (16.42)
surprise1 (1.49)

Cluster: 755Cluster: 854Cluster: 941
aff21 (38.18)aff19 (35.19)aff13 (31.71)
anger7 (12.73)anger2 (3.7)anger5 (12.2)
disgust7 (12.73)disgust9 (16.67)disgust8 (19.51)
fear6 (10.91)fear7 (12.96)fear8 (19.51)
happiness3 (5.45)mixed9 (16.67)happiness2 (4.88)
mixed4 (7.27)sad8 (14.81)mixed1 (2.44)
sadness7 (12.73)sad4 (9.76)

Cluster: 1039Cluster: 1138Cluster: 1222
aff15 (38.46)aff20 (52.63)aff9 (40.91)
anger2 (5.13)anger1 (2.63)anger2 (9.09)
disgust5 (12.82)disgust2 (5.26)disgust3 (13.64)
fear3 (7.69)fear7 (18.42)fear3 (13.64)
happiness3 (7.69)happiness2 (5.26)mixed2 (9.09)
mixed4 (10.26)sad6 (15.79)sad3 (13.64)
sadness7 (17.95)

Cluster: 1318Cluster: 1414
aff5 (27.78)aff6 (42.86)
anger2 (11.11)disgust3 (21.43)
disgust2 (11.11)happiness1 (7.14)
fear5 (27.78)mixed2 (14.29)
happiness1 (5.56)sad2 (14.29)
mixed1 (5.56)
sadness2 (11.11)

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