softverse · PyPI · Python

numba

Loaded by the replication code of 46 papers

5.1% of the 909 deposits with Python code; 24 from Dataverse, 22 from Zenodo.

Share of Python deposits, by year

0%5%10%20202021202220232024202520262020: 1 of 39 deposits, 2.6%2021: 3 of 82 deposits, 3.7%2022: 1 of 69 deposits, 1.4%2023: 4 of 107 deposits, 3.7%2024: 12 of 152 deposits, 7.9%2025: 11 of 206 deposits, 5.3%2026: 14 of 176 deposits, 8.0%

Years with fewer than 30 deposits containing Python code are left out.

Journals

JournalDeposits
Econometrica; Quantitative Economics; Theoretical Economics9
Review of Economic Studies8
qje6
restat4
JPE4
rfs4
Economic Journal4
JPE_Microeconomics2
JPE_Macroeconomics2
raps1
JAERE1
Journal of the European Economic Association1

Functions called

FunctionDepositsCalls
njit34171
jit18307
prange1149
guvectorize1114
float64812
int64712
types612
vectorize66
jitclass49
overload314
boolean38
double38
int3236
register_jitable33
typeof216
literally214
Array24
Dict24
NoneType24
UniTuple24
__version__24
void23
Float22
Integer22
Tuple22
extending.overload22
generated_jit14
NumbaDeprecationWarning13
NumbaPendingDeprecationWarning13
List12
NumbaPerformanceWarning11
cuda11
f811
float3211
from_dtype11
int1611
int811
string11
uint3211
uint811

A call is counted only where the code names the package, as in numba::f() or through an import alias, so these undercount calls made after a plain library().

Versions researchers stated

VersionStated inDeposits
==0.57.1requirements_txt2
==0.61.2requirements_txt2
==0.62.1requirements_txt1
==0.61.0requirements_txt1
>=0.56.4requirements_txt1
==0.59.0requirements_txt1
>=0.50requirements_txt1
==0.56.4requirements_txt1
==0.58.1requirements_txt1
>=0.60.0requirements_txt1
==0.53.1requirements_txt1
==0.59.1requirements_txt1
==0.45.0requirements_txt1

The 46 deposits

DepositJournalYear
doi:10.7910/DVN/0WKIRTqje2026
doi:10.7910/DVN/EEFXATJPE2026
doi:10.7910/DVN/NHTDLGJAERE2026
doi:10.7910/DVN/TBT0WJJPE_Macroeconomics2026
doi:10.7910/DVN/XMK1ODrestat2026
doi:10.7910/DVN/YFO1TPJPE_Macroeconomics2026
zenodo:18281694Economic Journal2026
zenodo:19010088Review of Economic Studies2026
zenodo:19037977Journal of the European Economic Association2026
zenodo:19120432Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:19568729Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:19648410Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:19709901Review of Economic Studies2026
zenodo:20214821Review of Economic Studies2026
doi:10.7910/DVN/MBBSGVrfs2025
doi:10.7910/DVN/N7534Zqje2025
doi:10.7910/DVN/QDXHUYqje2025
doi:10.7910/DVN/SRUHG8JPE2025
doi:10.7910/DVN/XFF5FIJPE_Microeconomics2025
zenodo:14549060Review of Economic Studies2025
zenodo:14794937Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:15344715Economic Journal2025
zenodo:16987699Review of Economic Studies2025
zenodo:17122639Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:18118635Economic Journal2025
doi:10.7910/DVN/4C6F3Krfs2024
doi:10.7910/DVN/AKICURJPE2024
doi:10.7910/DVN/DZ7QXWraps2024
doi:10.7910/DVN/S9WCJBrfs2024
doi:10.7910/DVN/VBC6H9JPE_Microeconomics2024
zenodo:10318826Review of Economic Studies2024
zenodo:11092578Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:12698079Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:12784903Review of Economic Studies2024
zenodo:13349310Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:13985924Economic Journal2024
zenodo:14013936Econometrica; Quantitative Economics; Theoretical Economics2024
doi:10.7910/DVN/9XR53Qrfs2023
doi:10.7910/DVN/GZWFAUrestat2023
doi:10.7910/DVN/LKURN4qje2023
zenodo:10015766Review of Economic Studies2023
doi:10.7910/DVN/PV7LVYJPE2022
doi:10.7910/DVN/DHI3LFrestat2021
doi:10.7910/DVN/GXLO3Pqje2021
doi:10.7910/DVN/IUFTLZrestat2021
doi:10.7910/DVN/YD3FMGqje2020

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replication code: 46 papers

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