See the interactive map here: https://gcappaert.github.io/datavis/inspections.html

You can click on a point to view or download the PDF report.

Mapping tools: Plotly + Pandas

Data source: USDA APHIS inspections by way of Data is Plural

hmmm, wonder whats going on in nebraska,Georgia, Mass, and the PA/NJ border? alot of farms/ranches in GA and NE?

Out of how many inspections performed during that time?

85,700. I was trying to highlight the tiny minority that seem to be really messing up

I wouldn't say that a tiny minority of animal handlers are really messing up. I would say the majority are messing up and the USDA only reports or is able to cite a minority.

Also very possible