📊 Download Statistics

Live download metrics for the simba-uw-tf-dev PyPI package, pulled daily from the public Google BigQuery PyPI dataset. The chart below shows downloads by country over the last 30 days.

PyPI downloads of simba-uw-tf-dev · last 30 days · 2026-06-16 – 2026-07-16

18,427downloads · 30 days

594avg / day

2,139peak day (Jun 22)

806versions

48countries

Downloads over time

Cumulative downloads

Downloads by day of week

Top 15 versions

Version adoption over time

Paper citations per year · 441 total NIH RCR 24.8 · ~25× median

Downloads by country — world map

fewermorenone

Downloads by continent

Top 20 countries

📊 Full interactive download dashboard →

Source: PyPI downloads via Google BigQuery · updated July 16, 2026

Citation counts from OpenAlex · SimBA journal (10.1038/s41593-024-01649-9) + preprint (10.1101/2020.04.19.049452) DOIs · current year to date · RCR from NIH iCite

Published studies / validations

Data pulled July 16, 2026

142published studies

28countries

19species

68journals

Published studies by country

fewermorenone

Studies per year

By continent

Top countries

Full list of studies (spreadsheet) → · one entry per study · multi-country studies counted in each country