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Reproducibility package for Infrastructure Foundations From Current Assets To Future Growth

2026
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Reference ID
FR_WLD_2026_601
DOI
https://doi.org/10.60572/py8t-mb68
Author(s)
Xinxin Lyu, Stephane Straub, He He, Yue Li, Jevgenijs Steinbuks, Estefania Vergara Cobos, Manuel Garcia Santana, Harris Selod, Chris Dann
Metadata
JSON
Created on
Apr 16, 2026
Last modified
Jun 02, 2026
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143
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35
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README for the Reproducibility package for Infrastructure Foundations From Current Assets To Future Growth
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Reproducibility verification for Infrastructure Foundations From Current Assets To Future Growth
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Download https://reproducibility.worldbank.org//catalog/536/download/1686
Reproducibility package for Infrastructure Foundations From Current Assets To Future Growth
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FR_WLD_2026_601
LICENSE.txt
README.pdf
reproducibility_package
Code
.ipynb_checkpoints
20_CompileDataset-checkpoint.ipynb
31_Python_Chap 1~6-checkpoint.ipynb
36_Chapter7Appendix2_EnergyMeta-checkpoint.ipynb
.Rhistory
.Rprofile
.Rproj.user
1422F07E
pcs
debug-breakpoints.pper
files-pane.pper
source-pane.pper
windowlayoutstate.pper
workbench-pane.pper
persistent-state
rmd-outputs
saved_source_markers
sources
prop
02B735C8
2C7F100F
455D7877
A76A7472
F2A86524
F42C59E9
INDEX
session-a5478647
C40D95F0
C40D95F0-contents
CE91F624
CE91F624-contents
E3F04385
E3F04385-contents
E5386655
E5386655-contents
EB036951
EB036951-contents
00b_IndependentVar_MasterDoFile.do
00_IndependentVar_MasterDoFile.do
01a_IncomeClassification.do
01b_IncomeClassification.do
02a_WDI.do
02b_WDI.do
03a_ILO.do
04a_ICRG.do
05a_ICP.do
06a_BOS.do
07a_LaborCost.do
11_CapitalCost_Elasticity_GDP_Compile.do
12_Data_construction_elasticity_revised.R
20_CompileDataset.ipynb
31_Python_Chap 1~6.ipynb
32_STATA_Chap 2,3,ES, Table 3.1 ~ 3b1.do
33_R_Chap 2,5.R
34_DigitalFigures.R
35_figure6.12_code.R
36_Chapter7Appendix2_EnergyMeta.ipynb
ado
g
grc1leg2.ado
grc1leg2.dlg
grc1leg2.sthlp
grc1leg2_examples.ado
stata.trk
Code.Rproj
Figure 4.1. Electric Power System Architecture On-grid and Off-grid.pptx
Figure4.9-DigitalArchitecture.pptx
Imports_X.py
nda
Figure2_3.R
figure_generation.py
standardizedCoefficients.py
renv
.gitignore
activate.R
library
windows
R-4.4
x86_64-w64-mingw32
renv
bin
renv
renv.bat
config.yml
DESCRIPTION
doc
ci.html
ci.R
ci.Rmd
docker.html
docker.R
docker.Rmd
faq.html
faq.R
faq.Rmd
index.html
package-install.html
package-install.R
package-install.Rmd
package-sources.html
package-sources.R
package-sources.Rmd
packages.html
packages.R
packages.Rmd
packrat.html
packrat.R
packrat.Rmd
profiles.html
profiles.R
profiles.Rmd
python.html
python.R
python.Rmd
renv.html
renv.R
renv.Rmd
rsconnect.html
rsconnect.R
rsconnect.Rmd
ext
renv.c
help
aliases.rds
AnIndex
figures
logo.svg
paths.rds
renv.rdb
renv.rdx
html
00Index.html
R.css
INDEX
LICENSE
MD5
Meta
features.rds
hsearch.rds
links.rds
nsInfo.rds
package.rds
Rd.rds
vignette.rds
NAMESPACE
NEWS.md
R
renv
renv.rdb
renv.rdx
repos
src
contrib
PACKAGES
PACKAGES.gz
PACKAGES.rds
renv_1.1.7.tar.gz
resources
activate.R
scripts-git-askpass.cmd
scripts-git-askpass.sh
vendor
renv.R
WELCOME
rstudio
addins.dcf
schema
draft-07.renv.lock.schema.json
sysreqs
sysreqs.json
svglite
DESCRIPTION
doc
index.html
scaling.html
scaling.Rmd
help
aliases.rds
AnIndex
figures
lifecycle-archived.svg
lifecycle-defunct.svg
lifecycle-deprecated.svg
lifecycle-experimental.svg
lifecycle-maturing.svg
lifecycle-questioning.svg
lifecycle-stable.svg
lifecycle-superseded.svg
logo.png
logo.svg
README-unnamed-chunk-3-1.png
paths.rds
svglite.rdb
svglite.rdx
html
00Index.html
R.css
INDEX
libs
x64
svglite.dll
symbols.rds
MD5
Meta
features.rds
hsearch.rds
links.rds
nsInfo.rds
package.rds
Rd.rds
vignette.rds
NAMESPACE
NEWS.md
R
svglite
svglite.rdb
svglite.rdx
settings.json
__pycache__
Imports_X.cpython-312.pyc
Imports_X.cpython-39.pyc
Data
Confidential
Manual for Digital Maps Replication.docx
FigureData
Figure 3.S1 The Roads of Hispaniola
(a).png
(a).svg
(b).png
(b).svg
(c).png
(c).svg
Materials
Shapefiles
figure3s1.qgz
national_borders.cpg
national_borders.dbf
national_borders.prj
national_borders.qmd
national_borders.shp
national_borders.shx
road_network.cpg
road_network.dbf
road_network.prj
road_network.qmd
road_network.shp
road_network.shx
subnational_results_b_c.cpg
subnational_results_b_c.dbf
subnational_results_b_c.prj
subnational_results_b_c.qmd
subnational_results_b_c.shp
subnational_results_b_c.shx
Figure 4.8 Subnational Distribution of Line Transport Infrastructure
(a).png
(a).svg
(b).png
(b).svg
Materials
shapefiles
4.8.qgz
borders_background.cpg
borders_background.dbf
borders_background.prj
borders_background.qmd
borders_background.shp
borders_background.shx
borders_uzbekistan_domrep.cpg
borders_uzbekistan_domrep.dbf
borders_uzbekistan_domrep.prj
borders_uzbekistan_domrep.qmd
borders_uzbekistan_domrep.shp
borders_uzbekistan_domrep.shx
domrep_population_2025.tif
domrep_population_2025.tif.aux.xml
domrep_roads.cpg
domrep_roads.dbf
domrep_roads.prj
domrep_roads.qmd
domrep_roads.shp
domrep_roads.shx
uzbekistan_population_2025.tif
uzbekistan_population_2025.tif.aux.xml
uzbekistan_roads.cpg
uzbekistan_roads.dbf
uzbekistan_roads.prj
uzbekistan_roads.qmd
uzbekistan_roads.shp
uzbekistan_roads.shx
Figure 5.8 Modelling Results Unit Cost of Roads
figure.png
figure.svg
figure_v2.png
figure_v2.svg
regression_results_standardized.xlsx
Figure 5.9 Modelling Results Unit Cost of Railways
figure.png
figure.svg
regression_results_standardized.xlsx
Figure 6.7 Subnational Distribution of Transport Nigeria
(a).png
(a).svg
(b).png
(b).svg
(c).png
(c).svg
Materials
6.4.qgz
shapefiles
assetdensity.cpg
assetdensity.dbf
assetdensity.prj
assetdensity.qmd
assetdensity.shp
assetdensity.shx
mask.cpg
mask.dbf
mask.prj
mask.qmd
mask.shp
mask.shx
osm_basemap
osm_basemap.vrt
rail.cpg
rail.dbf
rail.prj
rail.qmd
rail.shp
rail.shx
road.cpg
road.dbf
road.prj
road.qmd
road.shp
road.shx
Figure 6.8 Subnational Distribution of Roads
Figure 6.8 Subnational Distribution of Road Capital Asset per Capita Value .png
Figure 6.8 Subnational Distribution of Road Capital Asset per Capita Value .svg
Materials
Shapefiles
subnational_results_b_c.cpg
subnational_results_b_c.dbf
subnational_results_b_c.prj
subnational_results_b_c.qmd
subnational_results_b_c.shp
subnational_results_b_c.shx
file_list.txt
Raw
00_Non Sectoral Data
Raw
CountryData
6710bd78-8724-415a-96bd-a77a873c48d7_Data.csv
CLASS.xlsx
classy.csv
CLASS_2025_10_07.xlsx
construction_BOS_data.xlsx
d8a58af6-11b5-47d0-aa47-d469c1a87c1a_Data.csv
DoingBusiness_Data.csv
e8392a03-3c8e-4120-9f05-b1a53380ad09_Data.csv
EAR_4HRL_SEX_OCU_CUR_NB_A-20241217T1932.dta
Enterprise_Data.csv
GDPContributor.xlsx
Governance_Data.csv
historicincomegroups.csv
ICRG_EconCountryData.csv
ICRG_PRS.xlsx
ICRG_RiskData.csv
ILO_Data.xlsx
labor cost final.xlsx
LAC_4HRL_ECO_CUR_NB_A-20241217T1929.dta
OGHIST_HistoricalClass.xlsx
OGHIST_HistoricalClass_2025_10_07.xlsx
population_total.csv
PWT_2025-12-01T21-30_export.csv
WDI_Data.csv
WDI_Data_20260113.csv
WDI_exchange_Data.csv
IMFInvestmentStock
IMFInvestmentandCapitalStockDataset2021.xlsx
Map
Admin0_Map
VersionControl.txt
Maps_NewVersion
VersionControl.txt
Meta-Analysis Estimates
Cost of Capital.xlsx
WB_IncomeGroup_Regions
CLASS_2025_10_07.xlsx
ReadMe.txt
WorldBankCoutntries_11112025.xlsx
1112_CPI_Table 3.1.xlsx
1112_IRENA_Total_Installed_Cost.xlsx
1112_WEO_CAPEX.csv
ImpliedE_Final.csv
population_ecu_admin2.xlsx
population_total.csv
Railway_StockValue_admin1.csv
Railway_StockValue_admin2.csv
Railway_StockValue_national.csv
results_v4.csv
variable_inventory.csv
environment.yml
Outputs
03_Chapter3_Table1.xlsx
5.8standardized_coefficients_road.csv
5.9standardized_coefficients_rail.csv
Chapter2_Figure2_Distribution_of_power_generation_capacity.png
Chapter2_Figure2_Distribution_of_power_generation_capacity.svg
Chapter3_Figure5a.png
Chapter3_Figure5a.svg
Chapter3_Figure5b.png
Chapter3_Figure5b.svg
Chapter4_Figure2.png
Chapter4_Figure2.svg
Chapter4_Figure4.png
Chapter4_Figure4.svg
Chapter4_Figure5_BRA.png
Chapter4_Figure5_BRA.svg
Chapter4_Figure5_NGA.png
Chapter4_Figure5_NGA.svg
Chapter4_Figure6_BRA.png
Chapter4_Figure6_BRA.svg
Chapter4_Figure6_NGA.png
Chapter4_Figure6_NGA.svg
Chapter5_Figure1_Unit Cost of Fossil and Nuclear Technologies.png
Chapter5_Figure1_Unit Cost of Fossil and Nuclear Technologies.svg
Chapter5_Figure2a_Unit Cost of Selected Renewable Technologies(solar PV).png
Chapter5_Figure2a_Unit Cost of Selected Renewable Technologies(solar PV).svg
Chapter5_Figure2b_Unit Cost of Selected Renewable Technologies (Wind Power).png
Chapter5_Figure2b_Unit Cost of Selected Renewable Technologies (Wind Power).svg
Chapter5_Figure3_Installed Cost of Hydro Power 2016-2023.png
Chapter5_Figure3_Installed Cost of Hydro Power 2016-2023.svg
Chapter5_Figure4_Unit Cost for Transmission Lines Million USD per km.png
Chapter5_Figure4_Unit Cost for Transmission Lines Million USD per km.svg
Chapter6_Figure1.csv
Chapter6_Figure1.png
Chapter6_Figure1.svg
Chapter6_Figure2a_Energy.png
Chapter6_Figure2a_Energy.svg
Chapter6_Figure2b_EnergyPC.png
Chapter6_Figure2b_EnergyPC.svg
Chapter6_Figure3a.png
Chapter6_Figure3a.svg
Chapter6_Figure3b.png
Chapter6_Figure3b.svg
Chapter6_Figure4.csv
Chapter6_Figure4.png
Chapter6_Figure4.svg
Chapter6_Figure5_Transport.png
Chapter6_Figure5_Transport.svg
Chapter6_Figure6_TransportPC.png
Chapter6_Figure6_TransportPC.svg
ChapterES_Figure4_Transport_per_capita.png
ChapterES_Figure4_Transport_per_capita.svg
ES4_required_data.csv
Figure 1.1 Distribution of estimated elasticities from the literature.png
Figure 1.1 Distribution of estimated elasticities from the literature.svg
Figure 2.1.png
Figure 2.1.svg
Figure 2.10.png
Figure 2.10.svg
Figure 2.11.png
Figure 2.11.svg
Figure 2.12.png
Figure 2.12.svg
Figure 2.3.csv
Figure 2.3.png
Figure 2.3.svg
Figure 2.7.png
Figure 2.7.svg
Figure 2.8.png
Figure 2.8.svg
Figure 2.9.png
Figure 2.9.svg
Figure 2.A1.png
Figure 2.A1.svg
Figure 2.A2.png
Figure 2.A2.svg
Figure 2.b1.png
Figure 2.b1.svg
Figure 3.1.png
Figure 3.1.svg
Figure 3.2.png
Figure 3.2.svg
Figure 3.3.png
Figure 3.3.svg
Figure 3.4.png
Figure 3.4.svg
Figure 3.6.png
Figure 3.6.svg
Figure 3.7.png
Figure 3.7.svg
Figure 3.A1 - energy_ratio2.png
Figure 3.A1 - energy_ratio2.svg
Figure 3.A1 - energy_SRR2.png
Figure 3.A1 - energy_SRR2.svg
Figure 3.A1 - tran_ratio2.png
Figure 3.A1 - tran_SRR2.png
Figure 3.A1 - tran_SRR2.svg
Figure 3.A1- tran_ratio2.svg
Figure 3.A1.png
Figure 3.A1.svg
Figure 3.b1.png
Figure 3.b1.svg
Figure 3.b2.png
Figure 3.b2.svg
Figure 5.5(a).png
Figure 5.5(b).png
Figure 5.6(a)_1.png
Figure 5.6(a)_2.png
Figure 5.6(b).png
Figure 5.7(a).png
Figure 5.7(b).png
Figure 6.12 (A) Subnational Distribution of Digital Capital Assets in Ecuador.png
Figure 6.12 (A) Subnational Distribution of Digital Capital Assets in Ecuador.svg
Figure 6.12 (B) Subnational Distribution of Digital Capital Assets in Ecuador.png
Figure 6.12 (B) Subnational Distribution of Digital Capital Assets in Ecuador.svg
Figure 6.3a.png
Figure 6.3a.svg
Figure 6.3b.png
Figure ES.5.png
Figure ES.5.svg
Figure ES.6.png
Figure ES.6.svg
Figure ES.7.png
Figure ES.7.svg
Figure ES.8.png
Figure ES.8.svg
Figure ES1.png
Figure ES1.svg
Figure2_4a.csv
Figure2_4a_Roads_per_capita.png
Figure2_4a_Roads_per_capita.svg
Figure2_4b.csv
Figure2_4b_Rail_per_capita.png
Figure2_4b_Rail_per_capita.svg
Figure4_7a_Road.png
Figure4_7a_Road.svg
Figure4_7b_Rail.png
Figure4_7b_Rail.svg
Figure7S4_impliedE_GDP_correlation.png
Figure7S4_impliedE_GDP_correlation.svg
Figure7S5_impliedE_boxplot_Region_r.png
Figure7S5_impliedE_boxplot_Region_r.svg
Figure_4_11_Numbers_of_IXPs_by_Region_and_Capacity.png
Figure_4_11_Numbers_of_IXPs_by_Region_and_Capacity.svg
Figure_4_12_People_per_Fiber_km_and_Fixed_Download_Speed_by_Region.png
Figure_4_12_People_per_Fiber_km_and_Fixed_Download_Speed_by_Region.svg
Figure_4_13_Countries_by_Number_of_Submarine_Cable_Landing Points.png
Figure_4_13_Countries_by_Number_of_Submarine_Cable_Landing Points.svg
Figure_5_10_Costs_of_Cell_Tower_by_Region.png
Figure_5_10_Costs_of_Cell_Tower_by_Region.svg
Figure_5_11_Costs_of_Data_Centers_by_Region.png
Figure_5_11_Costs_of_Data_Centers_by_Region.svg
Figure_5_12_Costs_of_Terrestrial_FOC_by_Region.png
Figure_5_12_Costs_of_Terrestrial_FOC_by_Region.svg
Figure_5_13_Costs_of_Submarine_Cables_by_Region.png
Figure_5_13_Costs_of_Submarine_Cables_by_Region.svg
Figure_6_10_Digital_Capital_Assets_by_Region_and_Component.png
Figure_6_10_Digital_Capital_Assets_by_Region_and_Component.svg
Figure_6_11_Per_Capita_Digital_Capital_Assets_by_Region_and_Component.png
Figure_6_11_Per_Capita_Digital_Capital_Assets_by_Region_and_Component.svg
Figure_6_9_Spatial_Distribution_of_Digital_Capital_Assets.png
Figure_6_9_Spatial_Distribution_of_Digital_Capital_Assets.svg
fig_2_3.png
Table 3.1.xlsx
Table 3.2.xlsx
Table 3.2xlsx
Table 3.4.xlsx
Table 3.A1.xlsx
Table 3.b1.xlsx
requirements.txt
reproducibility_report_FR_WLD_2026_601.pdf
WB-IGO-RIDER.txt
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