Table 2. Variable loadings and proportion of variance explained by the first two components of the principal component analysis.
The principal component analysis (PCA) loading for each behavioral metric included in the PCA for the first two components. Behavioral metrics followed by (NF) are from nonfeeding observations and metrics followed by (F) are from feeding observations. The final row provides the proportion of variance explained by each component.
| Behavioral metric | PC1 loading | PC2 loading |
|---|---|---|
| Prop time rest (NF) | −0.5466 | 0.2456 |
| Prop time feed (NF) | 0.4099 | −0.0494 |
| Prop time active (NF) | 0.5205 | −0.0989 |
| Prop time rest (F) | 0.0176 | −0.0461 |
| Prop time feed (F) | −0.3777 | 0.0559 |
| Prop time active (F) | 0.2746 | 0.1379 |
| Puzzle box w/in 1 m | −0.1428 | −0.5071 |
| Puzzle box interact | −0.0206 | −0.0456 |
| Novel object latency 5 m | 0.0493 | −0.2328 |
| Puzzle box latency 1 m | 0.1438 | 0.7769 |
| Proportion of Variance Explained | 0.491 | 0.687 |