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Emotions represented in the HollywoodSquares data set, including how many children and videos are represented for each emotion category.
| Emotion | Frequency | Number of children | Number of videos |
| Anger | 643 | 28 | 62 |
| Disgust | 1723 | 46 | 95 |
| Fear | 1875 | 41 | 89 |
| Happy | 13,332 | 73 | 228 |
| Neutral | 16,055 | 87 | 289 |
| Sad | 947 | 31 | 93 |
| Surprise | 5393 | 52 | 135 |
