Table 1 LDA topic modeling results.
From: Exploring film therapy in digital health: text mining study of Google search data
Topic #1 | Topic #2 | Topic #3 | Topic #4 | ||||
|---|---|---|---|---|---|---|---|
Keywords | Weight | Keywords | Weight | Keywords | Weight | Keywords | Weight |
therapy | 0.0199 | help | 0.0106 | make | 0.0091 | help | 0.0153 |
cinema | 0.0172 | see | 0.0098 | cinema | 0.0088 | therapy | 0.0142 |
people | 0.0084 | people | 0.0088 | find | 0.0077 | emotions | 0.0116 |
new | 0.0060 | feel | 0.0086 | help | 0.0073 | characters | 0.0102 |
idea | 0.0059 | experience | 0.0072 | new | 0.0062 | films | 0.0095 |
movie | 0.0057 | relationship | 0.0059 | viewers | 0.0059 | mental | 0.0095 |
mental | 0.0051 | learn | 0.0059 | patients | 0.0053 | emotional | 0.0090 |
patients | 0.0051 | think | 0.0059 | people | 0.0053 | cinema | 0.0076 |
work | 0.0051 | different | 0.0055 | use | 0.0048 | therapeutic | 0.0069 |
addiction | 0.0050 | emotional | 0.0047 | therapy | 0.0048 | group | 0.0067 |
Topic #5 | Topic #6 | Topic #7 | Topic #8 | ||||
|---|---|---|---|---|---|---|---|
Keywords | Weight | Keywords | Weight | Keywords | Weight | Keywords | Weight |
movie | 0.0218 | films | 0.0162 | therapy | 0.0209 | mental | 0.0167 |
films | 0.0100 | therapy | 0.0136 | movie | 0.0175 | health | 0.0142 |
watch | 0.0100 | use | 0.0128 | analysis | 0.0127 | group | 0.0097 |
therapy | 0.0063 | movie | 0.0118 | different | 0.0079 | therapy | 0.0092 |
good | 0.0058 | people | 0.0107 | help | 0.0076 | cinema | 0.0085 |
choose | 0.0055 | life | 0.0066 | people | 0.0071 | good | 0.0074 |
help | 0.0044 | therapeutic | 0.0062 | know | 0.0065 | movie | 0.0069 |
helping | 0.0044 | story | 0.0062 | feel | 0.0065 | therapeutic | 0.0069 |
need | 0.0042 | new | 0.0060 | therapist | 0.0064 | family | 0.0062 |
asked | 0.0041 | clients | 0.0060 | cinema | 0.0059 | individual | 0.0055 |