Reproducibility package for Connecting To Compete 2025. The New Logistics Performance Indicators 2.0

2026

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Reference ID

FR_WLD_2026_592

DOI

https://doi.org/10.60572/fzbz-mq03

Author(s)

Arvis, Jean-François, Christina Wiederer, Matias Herrera Dappe, Daria Ulybina

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Flagships and Reports

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Created on

Mar 25, 2026

Last modified

Apr 23, 2026

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113

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README for the reproducibility package for Connecting To Compete 2025. The New Logistics Performance Indicators 2.0

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Reproducibility verification for the reproducibility package for Connecting To Compete 2025. The New Logistics Performance Indicators 2.0

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Reproducibility package for Connecting To Compete 2025. The New Logistics Performance Indicators 2.0

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Zip preview	Reproducibility package Data desktop data_hash_report.csv PUBLIC DATASETS dist_cepii.xls geo_cepii.xls GNI_WDIs.parquet server data_hash_report.csv LICENSE.txt outputs figures AVIA_CONN INCAGG.jpg AVIA_CONN REGAGG.jpg B2B postal-Market access with labels & gnippp.png B2B_CONN INCAGG.jpg B2B_CONN REGAGG.jpg Connect indicators for Egypt and groups.jpg DEHAM-BRSSZ distribution of processes.png Delay indicators for Egypt and groups.jpg DZALG-histogram-2024.jpg FRLEH-histogram-2024.jpg IQR vs median dwell times with 0-intercept lines.png LLDC horiz bar chart.jpg maritime-Market access with labels & gnippp.png MAR_CONN INCAGG.jpg MAR_CONN REGAGG.jpg NGAPP-histogram-2024.jpg piechart trs number.png scatterplot b2c vs b2b delivery time 2024.jpg scatterplot GNI PPP vs avia dwell 2024.jpg scatterplot GNI PPP vs imp dwell 2024.jpg scatterplot leadtime vs trs number 2024.jpg scatterplot with labels GNI PPP vs weighted trnt 2024.jpg scatterplot with labels imp dwell vs wtrnt 2024.png output_database data360 stacked LPI 2.0 - group averages (2023-2024).csv stacked LPI 2.0 for Data360 (2022-2024).csv LPI enriched db all indicators.parquet stacked LPI 2.0 (2022-2024).parquet README.pdf reproducibility_report__FR_WLD_2026_592.pdf scripts DESKTOP gendata.py iata Outputs AVIA INDICATORS FINAL.csv Balkans data 2023-2024 out.csv Scripts BALKANS DATA 2023-24.py cargoiq processing [repr].py __init__.py __pycache__ BALKANS DATA 2023-24.cpython-312.pyc cargoiq processing [repr].cpython-312.pyc lpienv.yml maritime outputs CONTAINER SHIPPING KPIs for LPI2.0 (FINAL).csv MDST CLEAN OUT.csv TRNT TIME MT-LPI data (FINAL).csv scripts marinetraffic.py maritime_connect [repr].py __init__.py __pycache__ marinetraffic.cpython-312.pyc maritime_connect [repr].cpython-312.pyc postal Output POSTAL_INDICATORS_FINAL.csv Script postal [repr].py __init__.py __pycache__ postal [repr].cpython-312.pyc report figures AVIA_CONN INCAGG.jpg AVIA_CONN REGAGG.jpg B2B postal-Market access with labels & gnippp.png B2B_CONN INCAGG.jpg B2B_CONN REGAGG.jpg Connect indicators for Egypt and groups.jpg DEHAM-BRSSZ distribution of processes.png Delay indicators for Egypt and groups.jpg DZALG-histogram-2024.jpg FRLEH-histogram-2024.jpg IQR vs median dwell times with 0-intercept lines.png LLDC horiz bar chart.jpg maritime-Market access with labels & gnippp.png MAR_CONN INCAGG.jpg MAR_CONN REGAGG.jpg NGAPP-histogram-2024.jpg piechart trs number.png scatterplot b2c vs b2b delivery time 2024.jpg scatterplot GNI PPP vs avia dwell 2024.jpg scatterplot GNI PPP vs imp dwell 2024.jpg scatterplot leadtime vs trs number 2024.jpg scatterplot with labels GNI PPP vs weighted trnt 2024.jpg scatterplot with labels imp dwell vs wtrnt 2024.png Methodological Note and User Guide LPI 2.0 20260303.docx scripts gen all charts.py gni_utils.py market_access_conn.py methodology_egypt.py __init__.py __pycache__ gni_utils.cpython-312.pyc gni_utils.cpython-313.pyc run all database.py gendata.py lpienv.yml run all database.py SERVER lpi_server_env.yml scripts empty positioning indicators [repr].py empty positioning [repr].py empty returns indicators [repr].py empty returns [repr].py export indicators [repr].py export phase [repr].py import indicators [repr].py import phase [repr].py leadtime indicators [repr].py lldc indicators [repr].py preprocess [repr].py runall.py shipping phase [repr].py

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