Automated Personality Prediction: Reddit Comments with Big Five Trait Scores

PANDORA is a dataset containing personality-relevant information for multiple personality models. This subset consists of Reddit comments with corresponding scores for the Big Five personality traits for more than 10,000 users. The dataset was uploaded to Hugging Face by Fatima0923 and was last updated on February 7, 2024.

Use Cases

• Train models for personality trait prediction based on user-generated text.
• Analyze linguistic patterns associated with Big Five personality traits in social media posts.
• Benchmark NLP models for psychological attribute inference on a dataset with over 10,000 users.

Strengths

• Contains personality scores for more than 10,000 distinct users.
• Derived from the PANDORA dataset, which is described as the only one containing information for multiple personality models.
• Focuses on the well-established Big Five personality trait model.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count for this specific subset is unknown, which may limit suitability assessment.
• Data may reflect the biases inherent to the Reddit platform and its user base.

Provenance

Source

PANDORA dataset from https://psy.takelab.fer.hr/datasets/all/pandora/

Collection Method

Likely contains Reddit comments with associated personality scores.

Freshness

Last updated 2024-02-07 16:39:27; freshness should be verified.