Plate XII

Impact

0204060works per year1995200020052010201520202025Works742
Area chart of the lab's works per year, 1992 to 2026; the table of the plate gives the numbers.
Series19921998200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026
Works11113141910161511122420252722374334324233414851455856

Pl. XII Works published each year, an area washed and hatched under a swelling line; 2026 is the year to date. Below, every number of the lab's impact with the source it comes from.

742 works · ORCID, Crossref and Europe PMC · data synced 6 November 2026

Last data sync 6 November 2026The lab in dataJSON

Citations

68,080

Source
Crossref and Europe PMC
As of
Publications

Plate XII.2

02,5005,0007,50010,00012,500citations by year of publication1995200020052010201520202025Citations68,080
Line chart of citations per year; the table of the plate gives the numbers.
Series19921998200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026
Citations83397026142008112681303553859111319831720203252982847383410616919780625333536944082223153989

Pl. XII.2 Citations to date of the works published in that year; 2026 is the year to date.

Crossref and Europe PMC · data synced 6 November 2026

GitHub stars

12,377

Source
GitHub
As of
Software

GitHub keeps no history of stars; here they are by tool, today.

  1. Scanpy2,609 stars
  2. single-cell-tutorial1,599 stars
  3. Single-cell best practices1,299 stars
  4. anndata783 stars
  5. scVelo515 stars
  6. scib436 stars
  7. scArches414 stars
  8. ehrapy370 stars
  9. scGen361 stars
  10. single-cell-transformer-papers343 stars
  11. dca275 stars
  12. paga249 stars
  13. 24 more tools on the software page

Software releases

359

Source
GitHub
As of
Software

Plate XII.3

050100150200releases per year20192020202120222023202420252026Software releases359
Bar chart of software releases per year; the table of the plate gives the numbers.
Series20192020202120222023202420252026
Software releases10172624156324846

Pl. XII.3 Releases published in that year; 2026 is the year to date.

GitHub · data synced 6 November 2026

PyPI downloads last month

2,064,885

Source
pypistats
As of
Software

Downloads from PyPI in the last month, by package.

  1. anndata1,295,928 downloads
  2. Scanpy747,552 downloads
  3. scib8,265 downloads
  4. scVelo7,709 downloads
  5. anndata2ri1,683 downloads
  6. scCODA828 downloads
  7. moscot804 downloads
  8. scArches693 downloads
  9. ehrapy572 downloads
  10. scGen337 downloads
  11. regvelo200 downloads
  12. dca115 downloads
  13. 5 more packages on the software page

Conda downloads

180,432

Source
anaconda.org
As of
Software

The source gives a current total only, without a history.