Profile data is self-reported, typically sourced from public social profiles such as LinkedIn, etc.
Because the information is user-provided:
It may not align with official statistics, such as census data.
Certain professions (e.g., CEO, Owner) may be over-represented.
Job titles, employment dates, and locations depend on the accuracy and completeness of the individual’s updates to their profile.