Trait Profiler Jungian Preference Scale (TP-JPS): Country-wise Distribution of 16 Jungian Personality Types

Overview This dataset presents a country-wise distribution of the 16 Jungian personality types measured using the online version of the Trait Profiler Jungian Preference Scale (TP-JPS). The main goal of this dataset is to understand how Jungian preference types are distributed at a population level across different countries, without collecting or storing any personal or sensitive information about individual users. The dataset is designed for research, educational, and comparative analysis purposes. It focuses only on aggregated results, meaning that no individual-level responses are included. Each record represents a summary count of how many respondents from a specific country were classified into a specific Jungian personality type. Purpose of the Dataset The primary purpose of this dataset is to provide a high-level, country-based overview of Jungian personality type distributions. It is intended to support: Cross-country comparison of Jungian preference patterns Exploratory research on population-level personality trends Educational demonstrations of typological models Methodological discussions around large-scale, privacy-preserving online assessments This dataset is not intended for clinical diagnosis, psychological treatment, or individual profiling. It does not make claims about causation, national character, or psychological superiority of any group. Data Collection Method The data was collected using the online version of the Trait Profiler Jungian Preference Scale (TP-JPS). The assessment was accessed by users through an online interface. The scale classifies respondents into one of the 16 Jungian personality types based on preference patterns. Key points about data collection: The assessment was completed voluntarily by users. The only contextual information detected was the user’s country. Country information was used solely for aggregation and analysis. No user accounts, login systems, or identity tracking were involved. Privacy and Ethical Considerations Strong emphasis was placed on privacy, anonymity, and ethical data handling. No names, emails, phone numbers, IP addresses, or device identifiers were collected. No demographic data such as age, gender, education, or occupation was collected. No individual response data is included in this dataset. All results are presented at a country-level aggregate only. Because the dataset contains only summary counts, it is not possible to identify or trace any individual participant. This makes the dataset suitable for open access sharing and secondary analysis. Countries Included The dataset includes 16 Tier-1 countries, selected to represent diverse geographic regions with strong internet penetration and widespread use of online assessments. Each country is represented independently, and comparisons are optional and exploratory. Examples of included countries: United States United Kingdom Canada Australia Germany France Japan South Korea Singapore Switzerland(Full list provided in the dataset file) Personality Types Covered The dataset includes all 16 Jungian personality types, based on the four preference dimensions commonly associated with Jungian typology. These types include, but are not limited to: INTJ, INTP, ENTJ, ENTP INFJ, INFP, ENFJ, ENFP ISTJ, ISFJ, ESTJ, ESFJ ISTP, ISFP, ESTP, ESFP Each country has entries for every type, along with the total number of respondents and the percentage share within that country. Dataset Structure Each row in the dataset represents a single personality type within a single country. The dataset includes the following key information: Country name Jungian personality type Number of respondents classified into that type Total number of respondents from that country Percentage representation of the type within the country Data collection mode (Online TP-JPS) Confirmation that only country-level data was collected This structure allows easy filtering, visualization, and comparison across countries and types. Interpretation Notes Users of this dataset should consider the following points when interpreting the data: Results reflect self-selected online participants, not nationally representative samples. Differences between countries may reflect cultural, linguistic, or access-related factors. Percentages indicate relative distribution within each country, not absolute prevalence worldwide. The dataset shows patterns, not psychological truths or fixed traits. Limitations While the dataset is useful for exploratory and comparative analysis, it has some limitations: Participation was voluntary and online, which may introduce selection bias. Country detection does not guarantee nationality or cultural background. The dataset does not include longitudinal tracking or repeated measures. Results should not be generalized to entire national populations without caution. Intended Use This dataset is suitable for: Academic research and preprints Data science demonstrations Typology and personality education Methodology discussions on privacy-first data collection Open data sharing and reproducibility studies It is not suitable for: Individual assessment or diagnosis Hiring, screening, or decision-making about people Medical or clinical applications Conclusion The TP-JPS Country-wise Dataset provides a transparent, ethical, and privacy-respecting view of Jungian personality type distributions across multiple countries. By focusing on aggregated country-level data only, it balances analytical usefulness with strong data protection principles. The dataset is intended to encourage open discussion, comparison, and further research into typological models at a population level.