Table 5.
Emoji collection of clusters 5 and 6 (i.e., moderately positive sentiment and strong positive sentiment).
| Name | Emoji | N | Valence | Arousal | |
|---|---|---|---|---|---|
| Cluster5 | Grinning face | ![]() |
388 | 7.51 (1.47) | 5.87 (1.48) |
| Grinning face with big eyes | ![]() |
380 | 7.32 (1.46) | 5.80 (1.57) | |
| Smiling face with halo | ![]() |
375 | 6.10 (1.83) | 5.59 (1.67) | |
| Winking face | ![]() |
376 | 6.54 (1.33) | 5.68 (1.46) | |
| Face savoring food | ![]() |
449 | 6.87 (1.40) | 6.21 (1.40) | |
| Kissing face with smiling eyes | ![]() |
376 | 6.58 (1.50) | 6.00 (1.50) | |
| Winking face with tongue | ![]() |
458 | 5.49 (1.82) | 6.20 (1.59) | |
| Squinting face with tongue | ![]() |
387 | 6.41 (1.63) | 6.51 (1.50) | |
| Hugging face | ![]() |
389 | 6.29 (1.52) | 5.94 (1.41) | |
| Cluster6 | Grinning face with smiling eyes | ![]() |
384 | 7.70 (1.54) | 7.02 (1.52) |
| Beaming face with smiling eyes | ![]() |
381 | 7.83 (1.43) | 7.32 (1.40) | |
| Grinning squinting face | ![]() |
383 | 7.59 (1.66) | 7.46 (1.48) | |
| Rolling on the floor laughing | ![]() |
389 | 6.51 (2.14) | 7.29 (1.78) | |
| Smiling face | ![]() |
385 | 7.50 (1.32) | 6.77 (1.53) | |
| Smiling face with smiling eyes | ![]() |
448 | 7.75 (1.32) | 7.03 (1.47) | |
| Smiling face with heart-eyes | ![]() |
376 | 7.78 (1.50) | 7.95 (1.39) | |
| Smiling face with hearts | ![]() |
448 | 7.69 (1.37) | 7.37 (1.43) | |
| Face blowing a kiss | ![]() |
386 | 7.08 (1.47) | 6.87 (1.39) | |
| Kissing face with closed eyes | ![]() |
383 | 7.12 (1.56) | 7.04 (1.45) | |
| Partying face | ![]() |
381 | 7.13 (1.49) | 6.78 (1.46) | |
| Star-struck | ![]() |
377 | 7.30 (1.62) | 7.40 (1.50) |
The names of the emojis correspond to those registered in Let's emoji. Figures in parentheses represent standard deviations.




















