Table 3.
Important and Unique Descriptors, Among Commonly Used Words
| Men (TF-IDF) | Women (TF-IDF) | Non-URM (TF-IDF) | URM (TF-IDF) |
|---|---|---|---|
| Energetic (0.72) | Friendly (0.64) | Energetic (0.64) | Friendly (0.76) |
| Friendly (0.68) | Energetic (0.62) | Friendly (0.61) | Energetic (0.71) |
| Fine (0.55) | Dependable (0.58) | Fine (0.56) | Dependable (0.56) |
| Competent (0.53) | Fine (0.56) | Knowledgeable (0.53) | Fine (0.53) |
| Smart (0.53) | Knowledgeable (0.53) | Dependable (0.52) | Competent (0.53) |
| Knowledgeable (0.52) | Personable (0.51) | Competent (0.50) | Personable (0.52) |
| Technical (0.48) | Technical (0.49) | Smart (0.49) | Technical (0.51) |
| Dependable (0.46) | Competent (0.48) | Technical (0.48) | Knowledgeable (0.50) |
| Personable (0.45) | Attentive (0.48) | Personable (0.47) | Smart (0.49) |
| Attentive (0.44) | Smart (0.46) | Attentive (0.46) | Attentive (0.47) |
Among commonly used words (defined as appearing in > 1% of evaluations), importance was measured by term frequency-inverse document frequency, which is a metric of weighting term usage in an evaluation relative to usage in all evaluations; values closest to zero indicate that terms are used near equally across all evaluations and are deemed less unique