| Component | # Mentions | Mean Emotion Score | Frequency (%) |
|---|---|---|---|
| Bottle | 109 | -0.2488 | 38.52% |
| Pump | 107 | -0.2231 | 37.81% |
| Closure | 67 | -0.1621 | 23.67% |
| Shipping box | 30 | -0.3777 | 10.60% |
| Seal | 22 | -0.3580 | 7.77% |
| Packaging | 14 | -0.2881 | 4.95% |
| Shrink wrap | 14 | -0.3361 | 4.95% |
| Top | 9 | -0.4747 | 3.18% |
| Bag | 5 | -0.4644 | 1.77% |
| Plastic | 4 | -0.4314 | 1.41% |
| Product | 2 | -0.6667 | 0.71% |
| Stopper | 2 | 0.0948 | 0.71% |
| Content | 2 | -0.4167 | 0.71% |
| Mailer envelope | 1 | -0.3746 | 0.35% |
| Piece | 1 | 0.0000 | 0.35% |
| Push nozzle | 1 | 0.0000 | 0.35% |
| Mouth | 1 | -0.2500 | 0.35% |
| Plastic plug | 1 | -0.1667 | 0.35% |
| Plunger | 1 | -0.9467 | 0.35% |
| Plastic top | 1 | -0.6667 | 0.35% |
| Inner plastic piece | 1 | -0.0091 | 0.35% |
| Outside plastic | 1 | -0.5000 | 0.35% |
| Nozzle | 1 | 0.0000 | 0.35% |
| Pop top | 1 | 0.3333 | 0.35% |
| Liquid soap | 1 | -0.3333 | 0.35% |
| Topper | 1 | -0.8057 | 0.35% |
| Packing | 1 | -1.0000 | 0.35% |
| Protective aluminum piece | 1 | -0.8835 | 0.35% |
| Body | 1 | -0.7500 | 0.35% |
| Plastic bag | 1 | 0.0000 | 0.35% |
| Label | 1 | -0.1111 | 0.35% |
| Soap | 1 | -1.0000 | 0.35% |
| Plug | 1 | -0.3813 | 0.35% |