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: 1 | 1615 | Cluster: 2 | 188 | Cluster: 3 | 148 | | aff | 562 (34.8) | aff | 57 (30.32) | aff | 53 (35.81) | | anger | 110 (6.81) | anger | 10 (5.32) | anger | 12 (8.11) | | disgust | 225 (13.93) | disgust | 18 (9.57) | disgust | 22 (14.86) | | fear | 234 (14.49) | fear | 35 (18.62) | fear | 31 (20.95) | | happiness | 121 (7.49) | happiness | 17 (9.04) | happiness | 8 (5.41) | | mixed | 131 (8.11) | Mixed | 18 (9.57) | mixed | 8 (5.41) | | sadness | 228 (14.12) | sadness | 33 (17.55) | sadness | 13 (8.78) | | surprise | 4 (0.25) | | | surprise | 1 (0.68) |
| | Cluster: 4 | 102 | Cluster: 5 | 77 | Cluster: 6 | 67 | | aff | 44 (43.14) | aff | 35 (45.45) | aff | 22 (32.84) | | anger | 6 (5.88) | anger | 3 (3.9) | anger | 4 (5.97) | | disgust | 15 (14.71) | disgust | 13 (16.88) | disgust | 5 (7.46) | | fear | 9 (8.82) | fear | 5 (6.49) | fear | 14 (20.9) | | happiness | 9 (8.82) | happiness | 5 (6.49) | happiness | 6 (8.96) | | mixed | 4 (3.92) | Mixed | 7 (9.09) | Mixed | 4 (5.97) | | sadness | 15 (14.71) | sadness | 9 (11.69) | sadness | 11 (16.42) | | | | | | surprise | 1 (1.49) |
| | Cluster: 7 | 55 | Cluster: 8 | 54 | Cluster: 9 | 41 | | aff | 21 (38.18) | aff | 19 (35.19) | aff | 13 (31.71) | | anger | 7 (12.73) | anger | 2 (3.7) | anger | 5 (12.2) | | disgust | 7 (12.73) | disgust | 9 (16.67) | disgust | 8 (19.51) | | fear | 6 (10.91) | fear | 7 (12.96) | fear | 8 (19.51) | | happiness | 3 (5.45) | mixed | 9 (16.67) | happiness | 2 (4.88) | | mixed | 4 (7.27) | sad | 8 (14.81) | mixed | 1 (2.44) | | sadness | 7 (12.73) | | | sad | 4 (9.76) |
| | Cluster: 10 | 39 | Cluster: 11 | 38 | Cluster: 12 | 22 | | aff | 15 (38.46) | aff | 20 (52.63) | aff | 9 (40.91) | | anger | 2 (5.13) | anger | 1 (2.63) | anger | 2 (9.09) | | disgust | 5 (12.82) | disgust | 2 (5.26) | disgust | 3 (13.64) | | fear | 3 (7.69) | fear | 7 (18.42) | fear | 3 (13.64) | | happiness | 3 (7.69) | happiness | 2 (5.26) | mixed | 2 (9.09) | | mixed | 4 (10.26) | sad | 6 (15.79) | sad | 3 (13.64) | | sadness | 7 (17.95) | | | | |
| | Cluster: 13 | 18 | Cluster: 14 | 14 | | | | aff | 5 (27.78) | aff | 6 (42.86) | | | | anger | 2 (11.11) | disgust | 3 (21.43) | | | | disgust | 2 (11.11) | happiness | 1 (7.14) | | | | fear | 5 (27.78) | mixed | 2 (14.29) | | | | happiness | 1 (5.56) | sad | 2 (14.29) | | | | mixed | 1 (5.56) | | | | | | sadness | 2 (11.11) | | | | |
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