These are PPG datasets for emotional analysis.
The target emotions of this study were joy, sadness, anger, and relaxed.
The PPG datasets were recorded from 18 participants while watching short video clips.
These datasets were recorded at the Pattern Recognition & Machine Learning Laboratory at Pukyong National University.
🎥 Video information 🎥
| Emotion | Clip | Title | Web-address | Genre | View |
|---|---|---|---|---|---|
| Joy | A | Driving lessons from a gangster | https://youtu.be/wK4K9icjEO4 | Comedy | 14M |
| B | The tenth of every month | https://youtu.be/6gSSI1Ldfqk | Comedy | 14M | |
| Sadness | A | Driving lessons from a gangster | https://youtu.be/5zD-slYVWgI | Documentary | 1.2M |
| B | Dad couldn't keep his promise to meet his son the next day | https://youtu.be/DWXO8kPKp2g | Documentary | 157K | |
| Anger | A | Nursery school teacher assaults 4-year-old child | https://youtu.be/xw6mOLW8Gnc | News | 1.6M |
| B | The landlord who took a mortgage on the day of the tenant moving in | https://youtu.be/_oCC5omof04 | News | 6.6M | |
| Relaxed | A | Chopin Nocturne Op. 9 No. 2 | https://youtu.be/9E6b3swbnWg | Orchestra | 607K |
| B | Bach - Air on The G String | https://youtu.be/noYRi8bi0aY | Orchestra | 7.1M | |
| C | Short Meditation Music-3 Minute Relaxation, Calming | https://www.youtube.com/watch?v=cI4ryatVkKw | Meditation Music with Images | 2.4M |
👪 Participant information and responses on the degree of each emotional stimulus 👪
| Participant # | Sex | Age(years) | Sadness | Relaxed | Joy | Anger |
|---|---|---|---|---|---|---|
| 1 | Male | 26 | 6 | 8 | 9 | 8 |
| 2 | Female | 30 | 5 | 7 | 9 | 7 |
| 3 | Male | 26 | 7 | 10 | 9 | 7 |
| 4 | Male | 26 | 8 | 8 | 9 | 1 |
| 5 | Male | 25 | 9 | 6 | 8 | 1 |
| 6 | Male | 25 | 9 | 8 | 6 | 7 |
| 7 | Male | 23 | 5 | 6 | 4 | 5 |
| 8 | Female | 23 | 10 | 8 | 5 | 8 |
| 9 | Male | 23 | 3 | 7 | 9 | 6 |
| 10 | Male | 28 | 6 | 5 | 6 | 6 |
| 11 | Female | 20 | 9 | 6 | 8 | 8 |
| 12 | Male | 26 | 10 | 7 | 9 | 8 |
| 13 | Female | 24 | 10 | 4 | 6 | 1 |
| 14 | Female | 27 | 4 | 4 | 5 | 4 |
| 15 | Male | 25 | 8 | 10 | 5 | 9 |
| 16 | Male | 31 | 8 | 4 | 7 | 6 |
| 17 | Male | 23 | 6 | 4 | 6 | 1 |
| 18 | Male | 23 | 7 | 7 | 6 | 8 |
📜 Video clips viewed by Participants 📜
| Participant # | Sadness | Relaxed | Joy | Anger |
|---|---|---|---|---|
| 1 | A | A | A | A |
| 2 | A | A | A | B |
| 3 | A | A | B | B |
| 4 | A | A | A | B |
| 5 | A | A | A | B |
| 6 | A | B | B | A |
| 7 | A | A | B | A |
| 8 | A | A | B | A |
| 9 | A | A | B | A |
| 10 | A | A | B | A |
| 11 | A | A | B | A |
| 12 | A | A | B | A |
| 13 | A | C | A | A |
| 14 | A | C | B | A |
| 15 | A | A | B | B |
| 16 | A | A | B | B |
| 17 | A | A | A | A |
| 18 | A | A | B | A |