Traveler Sampling Bias & Landmark Statistics Simulator
Demonstrates self-selection & travel frequency bias in viral landmark surveys
True Population
Biased Sample Draw
Bayesian Density
Preset Scenario
Viral Twitter/X Poll (High Self-Selection)
Unbiased Census Random Sample
Frequent Backpacker Over-representation
Sample Size (
100
)
Self-Selection Bias (
0.75
)
Draw New Sample
Reset Population
True Pop Mean
--
Observed Sample Mean
--
Sampling Bias Delta
--
Sample Std Dev
--
95% Confidence Interval
--
1,000 Population Swarm & Sample Selection
Observed Histogram vs Bayesian Posterior
Simulated Dataset Explorer
Export JSON
Export CSV
Traveler ID
Frequency Band
Visits Count
Selection Prob
Sampled State
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