Fifty‐nine Chimpanzees Pun troglodytes, maintained in groups, trios or pairs, were rated by multiple observers, including their keepers, on a seven‐point rating scale consisting of 28 behaviourally defined adjectives. To identify differences resulting from group size and mode of rearing, mean ratings on the 25 adjectives found to be reliable were subjected to analyses of variance and were correlated with actual group size and rearing strategy. These ratings formed the input for a Principal Components Analysis (PCA) which yielded three main components accounting for the greatest amount of variation among individuals: C1, Confident/Apprehensive; C2, SociablelSolitary; C3, Excitable/ Slow. Scores on these components were also correlated with group size. While the effects of rearing may reflect the tendency for many more of the adults to be hand‐reared, strong correlations between group size and both adjectives and component scores demonstrate that when Chimpanzees are maintained in larger groups, they are more Maternal/Paternal, Playful, Popular, Gentle, Protective, Sociable, Curious, Intelligent and Irritable, less Solitary and Slow, and have higher scores on both C2 and C3.