01What the data shows

Pick a finding

02Build your own chart

Choose two questions and see a quick comparison.

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03Questions you can explore

Popular

Are men and women different on giving vs receiving pain?

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Popular

Does childhood spanking connect to adult S/M interest?

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Do personality traits shape pain-direction preferences?

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Which groups are dom-leaning vs sub-leaning?

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Can people stop being into their kinks if they try?

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Do people with more partners score higher on openness?

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How much do politics or orientation actually matter?

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What is connected to sexual orientation?

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04About the Data

The original survey collected ~970,000 responses. This public dataset is a 15,503-respondent anonymized subsample, representative by age, gender, and politics but aggressively noised and binned.

Anonymization

98.4% of responses were dropped into a representative subsample, columns were aggressively binned, demographic info was reduced, and multiple layers of noise were added. If a row looks like someone specific, it almost certainly isn't.

Correlations are dampened

Noise reduces correlations by roughly 25% (range 15–30%). A correlation of 0.5 in this data was likely ~0.62 in the original. Patterns are real in direction, weaker in magnitude.

Limited demographic window

Ages 14–32, US/Canada and Europe only. Some extreme fetishes were removed.

Directional, not definitive

Good for spotting patterns and generating hypotheses. Not a source of precise measurements.

Tip: use Data Quality to see which questions have missing answers before making strong claims.