softverse · PyPI · Python

geopandas

Loaded by the replication code of 64 papers

7.0% of the 909 deposits with Python code; 37 from Dataverse, 27 from Zenodo.

Share of Python deposits, by year

0%6%11%20202021202220232024202520262020: 2 of 39 deposits, 5.1%2021: 5 of 82 deposits, 6.1%2022: 2 of 69 deposits, 2.9%2023: 6 of 107 deposits, 5.6%2024: 12 of 152 deposits, 7.9%2025: 19 of 206 deposits, 9.2%2026: 16 of 176 deposits, 9.1%

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

Journals

JournalDeposits
Review of Economic Studies8
Economic Journal8
Journal of the European Economic Association7
qje6
JAERE6
restat5
the_review4
Econometrica; Quantitative Economics; Theoretical Economics4
JPE3
pan2
hsscomms2
culturalanalytics2
rfs2
researchandpolitics1
ajps1
isq1
PSRM1
JPE_Macroeconomics1

Functions called

FunctionDepositsCalls
read_file39718
GeoDataFrame27161
sjoin1269
points_from_xy838
GeoSeries718
overlay421
GeoDataFrame.from_file384
sjoin_nearest22
tools.sjoin119
GeoDataFrame.from_postgis12
GeoDataFrame.from_features11
clip11
read_parquet11

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

Versions researchers stated

VersionStated inDeposits
==0.14.3requirements_txt2
==0.4.0requirements_txt1
==0.13.0requirements_txt1
==0.2.1requirements_txt1
==0.14.0requirements_txt1
==0.14.1requirements_txt1
==0.13.2requirements_txt1
==1.1.1requirements_txt1
>=0.14.1requirements_txt1

The 64 deposits

DepositJournalYear
doi:10.7910/DVN/0WKIRTqje2026
doi:10.7910/DVN/7UDPFLculturalanalytics2026
doi:10.7910/DVN/8YM9LRhsscomms2026
doi:10.7910/DVN/CT8PDMJPE2026
doi:10.7910/DVN/SDOODFqje2026
doi:10.7910/DVN/TBT0WJJPE_Macroeconomics2026
zenodo:18850121Journal of the European Economic Association2026
zenodo:19175276Review of Economic Studies2026
zenodo:19811755Journal of the European Economic Association2026
zenodo:20160674Journal of the European Economic Association2026
zenodo:20223106Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:20702728Economic Journal2026
zenodo:20786289Review of Economic Studies2026
zenodo:21641072Journal of the European Economic Association2026
zenodo:22042613Journal of the European Economic Association2026
zenodo:22698510Econometrica; Quantitative Economics; Theoretical Economics2026
doi:10.7910/DVN/5ECNKBisq2025
doi:10.7910/DVN/AON5GRJAERE2025
doi:10.7910/DVN/FVKLECrfs2025
doi:10.7910/DVN/IXILARPSRM2025
doi:10.7910/DVN/PZCXQZthe_review2025
doi:10.7910/DVN/TAQCKKthe_review2025
zenodo:14549060Review of Economic Studies2025
zenodo:15104193Review of Economic Studies2025
zenodo:15242012Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:15533368Economic Journal2025
zenodo:15590121Review of Economic Studies2025
zenodo:15801749Review of Economic Studies2025
zenodo:16308280Journal of the European Economic Association2025
zenodo:16364650Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:17267939Economic Journal2025
zenodo:17573595Review of Economic Studies2025
zenodo:17582180Economic Journal2025
zenodo:17915327Economic Journal2025
zenodo:17963303Journal of the European Economic Association2025
doi:10.7910/DVN/ADJ93RJPE2024
doi:10.7910/DVN/E6XIGJJAERE2024
doi:10.7910/DVN/F7M8UXrestat2024
doi:10.7910/DVN/FCENJSrestat2024
doi:10.7910/DVN/FQLBB4JAERE2024
doi:10.7910/DVN/NRKU1FJAERE2024
doi:10.7910/DVN/PGGT4Najps2024
doi:10.7910/DVN/TTNHNGJPE2024
doi:10.7910/DVN/TYVVY2restat2024
doi:10.7910/DVN/W9W713rfs2024
zenodo:14048457Economic Journal2024
zenodo:14562000Economic Journal2024
doi:10.7910/DVN/01HXNFthe_review2023
doi:10.7910/DVN/2VA5FQculturalanalytics2023
doi:10.7910/DVN/ELKQNRJAERE2023
doi:10.7910/DVN/NDJTWRqje2023
doi:10.7910/DVN/YV95EIresearchandpolitics2023
zenodo:10408724Economic Journal2023
doi:10.7910/DVN/HNH7BXthe_review2022
doi:10.7910/DVN/LQJ7I0restat2022
doi:10.7910/DVN/3ZGCQIhsscomms2021
doi:10.7910/DVN/GXLO3Pqje2021
doi:10.7910/DVN/MHARGOrestat2021
doi:10.7910/DVN/MVVLQCpan2021
doi:10.7910/DVN/UPBNUIJAERE2021
doi:10.7910/DVN/SMUOF7qje2020
zenodo:4088940Review of Economic Studies2020
doi:10.7910/DVN/NIPYJ8pan2019
doi:10.7910/DVN/P81WBZqje2019

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replication code: 64 papers

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