Concept
Data / numerics
For tabular data, vectorised numerics and analysis. Canonical packages in this category across 4 ecosystems — 7 packages total.
npm· JavaScript
PyPI· Python
pandasv3.0.3
PyPIPowerful data structures for data analysis, time series, and statistics
MaintenanceHealthy
PopularityUnknown
SecurityClean
DepsHeavy
Maintained. Maintained, actively maintained.
polarsv1.41.2
PyPIBlazingly fast DataFrame library
MaintenanceHealthy
PopularityUnknown
SecurityClean
DepsHeavy
Maintained. Maintained, actively maintained.
numpyv2.4.6
PyPIFundamental package for array computing in Python
MaintenanceHealthy
PopularityTop 1%
SecurityClean
DepsZero deps
Safe default. Widely trusted across the ecosystem, actively maintained.
crates.io· Rust
polarsv0.53.0
crates.ioDataFrame library based on Apache Arrow
MaintenanceHealthy
PopularityWidely used
SecurityClean
DepsZero deps
Solid choice. Well-adopted and active, actively maintained.
ndarrayv0.17.2
crates.ioAn n-dimensional array for general elements and for numerics. Lightweight array views and slicing; views support chunking and splitting.
MaintenanceHealthy
PopularityTop 1%
SecurityClean
DepsZero deps
Safe default. Widely trusted across the ecosystem, actively maintained.
RubyGems· Ruby
Other concepts