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Reproducibility package for South Africa's Fragmented Cities: The Unequal Burden Of Labor Market Frictions

2025
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Reference ID
RR_ZAF_2025_490
DOI
https://doi.org/10.60572/t00p-5p24
Author(s)
Javier E. Baez, Varun Kshirsagar
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Dec 19, 2025
Last modified
Jan 07, 2026
Page views
365
Downloads
230
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Other Materials
README for the reproducibility package for South Africa's Fragmented Cities: The Unequal Burden Of Labor Market Frictions
Download [PDF, 253 KB]
Reproducibility verification for the reproducibility package for South Africa's Fragmented Cities: The Unequal Burden Of Labor Market Frictions
Download [PDF, 139.77 KB]
Reproducibility package for South Africa's Fragmented Cities: The Unequal Burden Of Labor Market Frictions
Download [ZIP, 40.65 MB]
Download https://reproducibility.worldbank.org//catalog/424/download/1230
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debug-breakpoints.pper
files-pane.pper
source-pane.pper
windowlayoutstate.pper
workbench-pane.pper
persistent-state
rmd-outputs
saved_source_markers
0B4E0918
0B4E0918-contents
1920CDDE
1920CDDE-contents
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214006C7-contents
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2EF7A5F7-contents
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35576C98-contents
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3CF8D255-contents
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9388CB12-contents
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965B9631-contents
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ACA42140-contents
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E4171D5A-contents
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E54DE2AB-contents
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E5C2D9BE-contents
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FA4B655F-contents
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INDEX
paths
00_1_input_census_2011.R
00_2_city_boundaries.R
00_3_input_pop_raster_2020_sp.R
02_01_Read_Rasters.R
02_02_BD_Distance_Matrices.R
02_03_Table1.R
02_04_gradient_data.R
02_05_Figure_2.R
02_06_2000_2010_bounds.R
02_07_Figure_3b.R
02_08_Figure_3a.R
02_09_Figure_4_Figure_A1.R
03_01_Read_Uber_H3_Shape_Files.R
03_02_append_distance_matrices.R
03_03_Read_Spatial_Tax_Data.R
04_01_Three_City_Buildings.R
04_02_extract_city_pois.R
04_03_extract_roads_osm.R
04_04_bd_delineation.R
04_05_Loess.R
04_06_Table_5.R
04_07_Mismatch_Map.R
dependencies.R
distance_matrix_bd.R
run_all1.R
run_all2.R
Stata_Master.do
01_Stata_Volatility_w1.do
02_Stata_employment_reg_coef_plot.do
capetown_subplace_lookup.csv
od_travel_time_city_of_cape_town.csv
od_travel_time_city_of_cape_town_wide.csv
od_travel_time_city_of_johannesburg.csv
od_travel_time_city_of_johannesburg_wide.csv
od_travel_time_ethekwini.csv
od_travel_time_ethekwini_wide.csv
osrm_details.txt
Rscript_od_matrices.R
subplace_lookup_city_of_cape_town.csv
subplace_lookup_city_of_johannesburg.csv
subplace_lookup_ethekwini.csv
Preprocess_sp_shp_new.R
data_hash_report.csv
capetown_4panel_quintiles.png
capetown_4panel_quintiles.rds
durban_4panel_quintiles.png
durban_4panel_quintiles.rds
Figure_1.png
Figure_2.png
Figure_3a.png
Figure_3b.png
Figure_4.png
Figure_5a.png
Figure_5b.png
Figure_6.png
Figure_8a.png
Figure_8b.png
Figure_A1.png
Fig_A2a.png
Fig_A2b.png
Fig_A2c.png
johannesburg_4panel_quintiles.png
johannesburg_4panel_quintiles.rds
LICENSE.txt
README.pdf
renv.lock
Reproducibility package.Rproj
reproducibility_report_RR_ZAF_2025_490.pdf
Table5a_asset_index.csv
Table5a_asset_index.xlsx
Table5b_employed_share.csv
Table5b_employed_share.xlsx
Table_1_100K_04_2020.xlsx
Table_1_100K_09_2020.xlsx
Table_1_100K_14_2020.xlsx
Table_1_110K_04_2020.xlsx
Table_1_110K_09_2020.xlsx
Table_1_110K_14_2020.xlsx
Table_1_80K_04_2020.xlsx
Table_1_80K_09_2020.xlsx
Table_1_80K_14_2020.xlsx
Table_1_90K_04_2020.xlsx
Table_1_90K_09_2020.xlsx
Table_1_90K_14_2020.xlsx
Table_A1_100K_04_2020.xlsx
Table_A1_100K_09_2020.xlsx
Table_A1_100K_14_2020.xlsx
Table_A1_110K_04_2020.xlsx
Table_A1_110K_09_2020.xlsx
Table_A1_110K_14_2020.xlsx
Table_A1_80K_04_2020.xlsx
Table_A1_80K_09_2020.xlsx
Table_A1_80K_14_2020.xlsx
Table_A1_90K_04_2020.xlsx
Table_A1_90K_09_2020.xlsx
Table_A1_90K_14_2020.xlsx
Table_2.txt
Table_2.xls
Table_3.txt
Table_3.xls
Table_4a.txt
Table_4a.xls
Table_4b.txt
Table_4b.xls
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