SWE-bench-Science / data /statistics.md
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# Generated Release Statistics
Canonical rows: **119**; default unrestricted rows: **96**; restricted-license rows: **23**; GPL-family rows: **18**.
Environment image references: **119/119**; verifier image references: **119/119**.
Science-knowledge ablation rows: **91**.
### Domain
| Value | Count |
| --- | ---: |
| `ai-chemistry-reaction-property-learning` | 1 |
| `ai4science-nmr-structure-elucidation` | 1 |
| `astrodynamics-and-orbital-mechanics` | 1 |
| `astronomical-image-analysis-and-wcs-aperture-photometry` | 1 |
| `astronomical-image-processing` | 1 |
| `astronomical-spectroscopy` | 1 |
| `astrophysical hydrodynamics and particle-based field visualization` | 1 |
| `astrophysical-xray-spectral-timing` | 1 |
| `atmospheric-science-isentropic-interpolation` | 1 |
| `atomistic thermodynamic integration and free-energy calculation` | 1 |
| `atomistic-machine-learning-and-molecular-simulation` | 2 |
| `atomistic-machine-learning-data` | 1 |
| `atomistic-machine-learning-potentials` | 1 |
| `boundary-aggregation` | 1 |
| `chemoinformatics-molecular-fingerprints` | 1 |
| `chromatin-accessibility peak calling` | 1 |
| `climate-fire-weather` | 1 |
| `computational-chemistry` | 1 |
| `computational-chemistry-and-solvation` | 1 |
| `computational-chemistry-molecular-representations` | 1 |
| `computational-chemistry-scientific-data-parsing` | 1 |
| `computational-chemistry-spectroscopy` | 1 |
| `computational-crystallography-and-materials-symmetry` | 1 |
| `computational-electromagnetics-and-geophysical-forward-modeling` | 1 |
| `computational-geometry` | 1 |
| `computational-high-energy-molecular-chemistry-periodic-models` | 1 |
| `computational-materials-finite-volume-pde` | 1 |
| `computational-materials-science` | 1 |
| `computational-mathematics-special-functions` | 1 |
| `computational-mechanics-and-soft-filament-dynamics` | 1 |
| `computational-oceanography-and-spherical-geometry` | 1 |
| `computational-oceanography-finite-volume-grids` | 1 |
| `computational-thermodynamics-calphad` | 1 |
| `computer-algebra` | 1 |
| `condensed-matter-magnetism-and-magnetic-symmetry` | 1 |
| `convex-optimization-parametric-workflows` | 1 |
| `crystallography-file-format-semantics` | 1 |
| `density-functional-theory` | 2 |
| `diffusion-mri-denoising` | 1 |
| `drug-discovery-cheminformatics` | 1 |
| `earth-science-data-semantics` | 1 |
| `earth-surface-dynamics-and-river-sediment-transport` | 1 |
| `edited-magnetic-resonance-spectroscopy-workflow` | 1 |
| `electrochemical-battery-modeling` | 1 |
| `electronic-structure-nonorthogonal-eigenproblems` | 1 |
| `energy-materials-and-finite-volume-transport` | 1 |
| `epigenomics-atac-seq-hmm` | 1 |
| `finite-difference-stochastic-partial-differential-equations` | 1 |
| `gamma-ray-astronomy-dark-matter` | 1 |
| `genomic-variant-data-semantics` | 1 |
| `genomics-contact-map-analysis` | 1 |
| `genomics-interval-statistics` | 1 |
| `genomics-sequence-annotation` | 1 |
| `geospatial-raster-reprojection` | 1 |
| `grazing-incidence-and-fiber-x-ray-scattering` | 1 |
| `high-density-extracellular-electrophysiology` | 1 |
| `high-performance-fibers-and-composites` | 4 |
| `lithium-ion-battery-modeling` | 1 |
| `magnetic-resonance-spectroscopy` | 1 |
| `magnetic-resonance-spectroscopy-processing` | 1 |
| `magnetic-resonance-spin-dynamics` | 1 |
| `magnetism-and-spin-models` | 1 |
| `mass-spectrometry-spectral-similarity` | 1 |
| `materials-science-scientific-data-semantics` | 1 |
| `materials-science-volumetric-data-semantics` | 1 |
| `medical-image-processing` | 1 |
| `medical-image-segmentation-geometry` | 1 |
| `medical-imaging` | 1 |
| `medical-imaging-color-pixel-semantics` | 1 |
| `microscopy-image-analysis` | 1 |
| `microwave-network-analysis` | 1 |
| `molecular-dynamics-machine-learning-potentials` | 1 |
| `molecular-dynamics-periodic-boundary-analysis` | 1 |
| `molecular-dynamics-trajectory-analysis` | 1 |
| `molecular-simulation` | 1 |
| `monte-carlo-particle-transport` | 1 |
| `neuroimaging` | 1 |
| `neurophysiology-signal-processing` | 1 |
| `new-energy-materials` | 1 |
| `nuclear-magnetic-resonance-spectroscopy` | 1 |
| `numerical-analysis-and-chemical-kinetics` | 1 |
| `periodic-electronic-structure` | 1 |
| `planetary-geodesy-and-geomagnetism` | 1 |
| `plasma-stability` | 7 |
| `polymer-coordinate-generation` | 1 |
| `population-genetics-tree-sequence-statistics` | 1 |
| `porous-media-image-analysis` | 1 |
| `power-system-energy-storage` | 1 |
| `probabilistic-scientific-computing` | 1 |
| `proteomics` | 1 |
| `quantum-chemistry-reaction-paths` | 1 |
| `quantum-information-many-body-tensor-networks` | 1 |
| `remote-sensing-and-geostationary-geolocation` | 1 |
| `renewable-energy-modelling` | 1 |
| `reticular-chemistry-and-framework-geometry` | 1 |
| `rna-seq-genomic-interval-semantics` | 1 |
| `satellite-navigation-and-gnss-positioning` | 1 |
| `single-cell-annotated-data-containers` | 1 |
| `single-cell-chromatin-accessibility` | 1 |
| `single-cell-perturbation-response-modeling` | 1 |
| `solar-physics-scientific-data-semantics` | 1 |
| `space-physics-coordinate-systems` | 1 |
| `stochastic-numerical-analysis` | 1 |
| `structural-biology-pdbx-macromolecular-connectivity` | 1 |
| `structural-engineering-and-disaster-resilience` | 1 |
| `structural-engineering-disaster-resilience` | 1 |
| `structural-engineering-finite-element-resilience` | 1 |
| `tropical-cyclone-hazard-monitoring` | 1 |
### Language
| Value | Count |
| --- | ---: |
| `c` | 2 |
| `c++` | 3 |
| `c-python` | 1 |
| `fortran` | 2 |
| `matlab-octave` | 3 |
| `python` | 103 |
| `python-c` | 1 |
| `python-cpp` | 2 |
| `python-cython` | 2 |
### Source License
| Value | Count |
| --- | ---: |
| `AGPL-family` | 1 |
| `Academic-NonCommercial` | 1 |
| `Apache-2.0` | 13 |
| `BSD-2-Clause` | 2 |
| `BSD-3-Clause` | 37 |
| `GPL-3.0` | 1 |
| `GPL-3.0-or-later` | 1 |
| `LGPL-2.1-family` | 1 |
| `LGPL-2.1-family and MIT (upstream conflict)` | 1 |
| `LGPL-3.0-family` | 8 |
| `LGPL-3.0-or-later` | 4 |
| `MIT` | 45 |
| `MIT AND BSD-3-Clause` | 1 |
| `MIT AND LGPL-family AND BSD-3-Clause` | 1 |
| `MIT/X11 (BSD-like; see upstream copyright manifest)` | 1 |
| `NIST-PD-fallback` | 1 |