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Personality Prediction Dataset
Data Science and Analytics
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Free
About
This dataset is designed to analyse and classify personalities of individuals. It is based on the widely recognised Big Five Personality Test, providing a structured approach to personality prediction. The primary objective is to facilitate the categorisation of personalities within a given group or for a single person.
Columns
- Person No: This column represents a unique identifier for each individual in the dataset. Values range from 1 to 315, with a mean of 158 and a standard deviation of 90.9.
- Predicted Personality: This column contains the classified personality trait for each individual. The dataset identifies 5 unique personality types, with 'serious' being the most prevalent at 55% of entries, followed by 'extraverted' at 27%, and other types making up the remaining 17%. All 315 entries in this column are valid.
Distribution
The dataset is provided in a CSV format (
output.csv) and has a file size of 4.48 kB. It contains 315 valid entries in total, ensuring a complete and usable set of records for analysis. All data points are valid, with no mismatched or missing entries recorded.Usage
This dataset is ideal for projects focused on personality analysis and classification. Potential applications include developing and testing machine learning models for personality prediction, conducting statistical analysis of personality traits, and exploring patterns within personality data for a given set of people or an individual.
Coverage
The dataset focuses on the classification of personality traits for a set of people or individuals. The provided sources do not specify a particular geographic region, time range, or detailed demographic scope for the data collection. The dataset is expected to be updated quarterly.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
This dataset is suitable for researchers, data scientists, machine learning engineers, and students interested in psychology, behavioural analysis, or developing predictive models for human personality. It can be utilised for academic studies, personal projects, or in applications requiring automated personality assessment.
Dataset Name Suggestions
- Big Five Personality Classifier Data
- Personality Prediction Dataset
- Human Personality Traits Collection
- Big Five Personality Test Results
- Individual Personality Profiles
Attributes
Original Data Source: Personality Prediction Dataset
QUALITY