softverse · PyPI · Python

seaborn

Loaded by the replication code of 203 papers

22.3% of the 909 deposits with Python code; 158 from Dataverse, 45 from Zenodo.

Share of Python deposits, by year

0%16%31%20202021202220232024202520262020: 10 of 39 deposits, 25.6%2021: 18 of 82 deposits, 22.0%2022: 12 of 69 deposits, 17.4%2023: 28 of 107 deposits, 26.2%2024: 40 of 152 deposits, 26.3%2025: 50 of 206 deposits, 24.3%2026: 39 of 176 deposits, 22.2%

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

Journals

JournalDeposits
rfs24
culturalanalytics21
pan21
Economic Journal17
qje16
restat14
Econometrica; Quantitative Economics; Theoretical Economics12
Review of Economic Studies11
PSRM7
JAERE7
JPE6
the_review5
hsscomms4
Journal of the European Economic Association4
JPE_Macroeconomics3
ntj3
jop3
isq3
BJPolS3
FPA2
jlc2
researchandpolitics2
perspectives2
ajps1
EDCC1
ipsr-risp1
rac1
JJPS1
lsq1
se1
rcfs1
cps1
JPE_Microeconomics1
Econometrics Journal1

Functions called

FunctionDepositsCalls
set44169
color_palette30369
set_style30106
heatmap3075
lineplot24100
barplot22138
despine14170
kdeplot1474
set_palette1329
set_theme1223
regplot1157
boxplot1123
histplot1025
scatterplot940
set_context833
FacetGrid58
violinplot48
stripplot310
cubehelix_palette38
set_color_codes28
displot26
lmplot25
jointplot23
diverging_palette22
light_palette22
factorplot13
JointGrid12
PairGrid11
distplot11
hls_palette11
move_legend11
pairplot11
pointplot11
relplot11

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

Versions researchers stated

VersionStated inDeposits
==0.13.2requirements_txt11
==0.12.2requirements_txt7
==0.11.2requirements_txt6
==0.9.0requirements_txt4
==0.11.0requirements_txt2
==0.10.0requirements_txt2
==0.12.1requirements_txt2
~=0.13.2requirements_txt1
>=0.12.2requirements_txt1
==0.13.1requirements_txt1
==0.13requirements_txt1
==0.13.0requirements_txt1
~=0.10.1requirements_txt1

The 203 deposits

DepositJournalYear
doi:10.7910/DVN/0C6XEQPSRM2026
doi:10.7910/DVN/4EQ2G1hsscomms2026
doi:10.7910/DVN/7UDPFLculturalanalytics2026
doi:10.7910/DVN/8YM9LRhsscomms2026
doi:10.7910/DVN/A2SO4Irfs2026
doi:10.7910/DVN/BAG8WIrfs2026
doi:10.7910/DVN/BO8SQ8rfs2026
doi:10.7910/DVN/DOO1CHrfs2026
doi:10.7910/DVN/DQIG06JPE_Macroeconomics2026
doi:10.7910/DVN/GZIEPSisq2026
doi:10.7910/DVN/HMY2LEBJPolS2026
doi:10.7910/DVN/LCZERWthe_review2026
doi:10.7910/DVN/MPR2YLJPE_Microeconomics2026
doi:10.7910/DVN/NHTDLGJAERE2026
doi:10.7910/DVN/OHZFKDrfs2026
doi:10.7910/DVN/QNC3ZLjlc2026
doi:10.7910/DVN/RPDNMNPSRM2026
doi:10.7910/DVN/SNJDM4qje2026
doi:10.7910/DVN/STDKZ2PSRM2026
doi:10.7910/DVN/VI8XFCqje2026
doi:10.7910/DVN/VLBWJHFPA2026
doi:10.7910/DVN/WJAOOAqje2026
doi:10.7910/DVN/XMK1ODrestat2026
doi:10.7910/DVN/XOWF9Cpan2026
doi:10.7910/DVN/XTFISNJAERE2026
doi:10.7910/DVN/XUXCSOntj2026
zenodo:18203246Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:18281694Economic Journal2026
zenodo:18336693Journal of the European Economic Association2026
zenodo:18825108Review of Economic Studies2026
zenodo:18939177Review of Economic Studies2026
zenodo:19416797Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:20079600Economic Journal2026
zenodo:20267014Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:21029056Econometrics Journal2026
zenodo:21358842Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:22042613Journal of the European Economic Association2026
zenodo:22128372Economic Journal2026
zenodo:22659715Econometrica; Quantitative Economics; Theoretical Economics2026
doi:10.7910/DVN/0MUGE6researchandpolitics2025
doi:10.7910/DVN/3VOFQCJPE_Macroeconomics2025
doi:10.7910/DVN/AON5GRJAERE2025
doi:10.7910/DVN/E2BV85PSRM2025
doi:10.7910/DVN/EJD0DHisq2025
doi:10.7910/DVN/F4UHHWpan2025
doi:10.7910/DVN/FUAUR2rfs2025
doi:10.7910/DVN/HH1YUNBJPolS2025
doi:10.7910/DVN/HY8MDLrfs2025
doi:10.7910/DVN/I6NAAZrfs2025
doi:10.7910/DVN/J0ALHIperspectives2025
doi:10.7910/DVN/K3I16Epan2025
doi:10.7910/DVN/K9EZ32BJPolS2025
doi:10.7910/DVN/KUDWJJculturalanalytics2025
doi:10.7910/DVN/L8SWX7lsq2025
doi:10.7910/DVN/LIZIIPrfs2025
doi:10.7910/DVN/M43QLBntj2025
doi:10.7910/DVN/MBBSGVrfs2025
doi:10.7910/DVN/MSY9L1pan2025
doi:10.7910/DVN/MXNQ7Fpan2025
doi:10.7910/DVN/N67BDIPSRM2025
doi:10.7910/DVN/NQIKURJAERE2025
doi:10.7910/DVN/OUNQTQrestat2025
doi:10.7910/DVN/P3IWKHrfs2025
doi:10.7910/DVN/QDOXSHse2025
doi:10.7910/DVN/SKCRV7rfs2025
doi:10.7910/DVN/SV5VHHpan2025
doi:10.7910/DVN/UXNLUGisq2025
doi:10.7910/DVN/VLOMIUrcfs2025
doi:10.7910/DVN/X7E1KHcps2025
doi:10.7910/DVN/YITNSVpan2025
doi:10.7910/DVN/ZAKR8Crfs2025
zenodo:14794937Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:14807135Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:14927953Review of Economic Studies2025
zenodo:14983360Journal of the European Economic Association2025
zenodo:15420524Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:15533368Economic Journal2025
zenodo:15599527Review of Economic Studies2025
zenodo:16963156Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:16987699Review of Economic Studies2025
zenodo:17226472Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:17267939Economic Journal2025
zenodo:17397753Economic Journal2025
zenodo:17733936Economic Journal2025
zenodo:17834787Review of Economic Studies2025
zenodo:17915327Economic Journal2025
zenodo:17963303Journal of the European Economic Association2025
zenodo:18019831Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:18118635Economic Journal2025
doi:10.7910/DVN/1LXMYJrac2024
doi:10.7910/DVN/38SN2YJPE2024
doi:10.7910/DVN/3BLHJAqje2024
doi:10.7910/DVN/3F1RGQjop2024
doi:10.7910/DVN/4HURK4JPE2024
doi:10.7910/DVN/4KWUPYhsscomms2024
doi:10.7910/DVN/8NINQKculturalanalytics2024
doi:10.7910/DVN/D5DXCEjop2024
doi:10.7910/DVN/DLKIACculturalanalytics2024
doi:10.7910/DVN/EAM9BKjlc2024
doi:10.7910/DVN/EZSAL2culturalanalytics2024
doi:10.7910/DVN/F7M8UXrestat2024
doi:10.7910/DVN/FAJIQPqje2024
doi:10.7910/DVN/FCENJSrestat2024
doi:10.7910/DVN/FQLBB4JAERE2024
doi:10.7910/DVN/GSH8OMJPE2024
doi:10.7910/DVN/IFSAMYculturalanalytics2024
doi:10.7910/DVN/J1PYTZJJPS2024
doi:10.7910/DVN/JTU2GFrfs2024
doi:10.7910/DVN/K8R6MVculturalanalytics2024
doi:10.7910/DVN/NWIGJKJAERE2024
doi:10.7910/DVN/OAOJQZthe_review2024
doi:10.7910/DVN/OF8XAXqje2024
doi:10.7910/DVN/PPNPH5jop2024
doi:10.7910/DVN/PXXSXPrfs2024
doi:10.7910/DVN/RT0ZVPresearchandpolitics2024
doi:10.7910/DVN/RXZWK4restat2024
doi:10.7910/DVN/S9WCJBrfs2024
doi:10.7910/DVN/TFTEF2pan2024
doi:10.7910/DVN/TQCGERrfs2024
doi:10.7910/DVN/TTKT4Arfs2024
doi:10.7910/DVN/W9W713rfs2024
doi:10.7910/DVN/WWUPFIperspectives2024
doi:10.7910/DVN/XS0ULPPSRM2024
doi:10.7910/DVN/YFM0BWpan2024
zenodo:10318826Review of Economic Studies2024
zenodo:12737020Economic Journal2024
zenodo:13985924Economic Journal2024
zenodo:14048457Economic Journal2024
zenodo:14427583Economic Journal2024
doi:10.7910/DVN/01HXNFthe_review2023
doi:10.7910/DVN/9XR53Qrfs2023
doi:10.7910/DVN/BCBUCErestat2023
doi:10.7910/DVN/CMBSPFJPE_Macroeconomics2023
doi:10.7910/DVN/ELKQNRJAERE2023
doi:10.7910/DVN/FEECALJPE2023
doi:10.7910/DVN/GM1VRQthe_review2023
doi:10.7910/DVN/HRN6TPipsr-risp2023
doi:10.7910/DVN/JOEVPNpan2023
doi:10.7910/DVN/K4AAAFculturalanalytics2023
doi:10.7910/DVN/KVGOP9rfs2023
doi:10.7910/DVN/M8XUF0rfs2023
doi:10.7910/DVN/NAGMJQqje2023
doi:10.7910/DVN/PXXKNLrfs2023
doi:10.7910/DVN/PZKLINrestat2023
doi:10.7910/DVN/QVT8TPntj2023
doi:10.7910/DVN/RY1SJEqje2023
doi:10.7910/DVN/TBWMCGpan2023
doi:10.7910/DVN/VIWCTKrfs2023
doi:10.7910/DVN/WHOPIMrestat2023
doi:10.7910/DVN/X4MSWWJPE2023
doi:10.7910/DVN/YSZQPFFPA2023
zenodo:10010388Economic Journal2023
zenodo:10020030Review of Economic Studies2023
zenodo:10032298Economic Journal2023
zenodo:10408724Economic Journal2023
zenodo:10438859Economic Journal2023
zenodo:8423395Econometrica; Quantitative Economics; Theoretical Economics2023
doi:10.7910/DVN/3BRWKKpan2022
doi:10.7910/DVN/5ELEPAqje2022
doi:10.7910/DVN/6SWKPRpan2022
doi:10.7910/DVN/BHDTTJculturalanalytics2022
doi:10.7910/DVN/DDXRXIpan2022
doi:10.7910/DVN/FXXLYZqje2022
doi:10.7910/DVN/HNH7BXthe_review2022
doi:10.7910/DVN/JPV20Kpan2022
doi:10.7910/DVN/KPUOACrestat2022
doi:10.7910/DVN/OGAMMYculturalanalytics2022
doi:10.7910/DVN/PV7LVYJPE2022
doi:10.7910/DVN/Y4HXIVrestat2022
doi:10.7910/DVN/1SCTXGqje2021
doi:10.7910/DVN/3ZGCQIhsscomms2021
doi:10.7910/DVN/661FJFculturalanalytics2021
doi:10.7910/DVN/BMJYANpan2021
doi:10.7910/DVN/EAAG94culturalanalytics2021
doi:10.7910/DVN/GJYYKEculturalanalytics2021
doi:10.7910/DVN/GNHESMpan2021
doi:10.7910/DVN/GXLO3Pqje2021
doi:10.7910/DVN/I7WLOVrestat2021
doi:10.7910/DVN/IUFTLZrestat2021
doi:10.7910/DVN/JM3TPYqje2021
doi:10.7910/DVN/MVVLQCpan2021
doi:10.7910/DVN/NHGACFEDCC2021
doi:10.7910/DVN/S9C7NNculturalanalytics2021
doi:10.7910/DVN/SOVPA4pan2021
doi:10.7910/DVN/UBRTKSqje2021
zenodo:5464854Review of Economic Studies2021
zenodo:5664420Review of Economic Studies2021
doi:10.7910/DVN/B4D4H3culturalanalytics2020
doi:10.7910/DVN/GNUL8Eqje2020
doi:10.7910/DVN/KFVTMIPSRM2020
doi:10.7910/DVN/KTWYZ6restat2020
doi:10.7910/DVN/MERAICpan2020
doi:10.7910/DVN/NGHYPIrestat2020
doi:10.7910/DVN/PGHVYPculturalanalytics2020
doi:10.7910/DVN/VXEK7Aculturalanalytics2020
doi:10.7910/DVN/YD3FMGqje2020
zenodo:4088940Review of Economic Studies2020
doi:10.7910/DVN/NIPYJ8pan2019
doi:10.7910/DVN/RLLL1Vajps2019
doi:10.7910/DVN/QOFLEZculturalanalytics2018
doi:10.7910/DVN/VW13KSculturalanalytics2018
doi:10.7910/DVN/3J38FXculturalanalytics2017
doi:10.7910/DVN/EXPXYTculturalanalytics2016

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replication code: 203 papers

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