Methods · version 2026-08-20

How the guide turns monitoring records into a map

Pesticide Guide keeps pesticide load, nutrition and evidence quality separate. The map makes comparisons easier; it does not estimate an individual person's health risk.

01

Start with public monitoring records

The seed snapshot combines official records from the United States, United Kingdom, selected European markets, Canada and Taiwan. Records are grouped by familiar food and market before they reach the website.

02

Keep the load score relative

The pesticide load score runs from 0 to 100 inside this collection. Lower values indicate a lower modeled load relative to the other foods shown. It is not a probability of harm.

Display directionCleanliness = 100 − pesticide load
03

Show raw nutrition separately

The vertical axis uses the matched Food Compass 2.0 score for a plain food. We do not rename it a lifespan score or blend it into a medical recommendation.

04

Expose uncertainty

Evidence labels combine benchmark coverage and sample count. Limited evidence remains visible instead of being promoted to the same level of certainty as a large monitoring set.

HighAt least 80% benchmark coverage and 100 samples
ModerateAt least 60% coverage and 40 samples
LimitedAnything below those thresholds
Inspect every sourceReturn to the map