Reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

2026

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FR_WLD_2026_682

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Nga Thi Viet Nguyen, Henry Stemmler, Eduard Bukin, Ben James Brunckhorst

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Aug 25, 2026

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Aug 25, 2026

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README for the reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

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Reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

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Zip preview	Reproducibility package spat-disp-insight-data ECU h3-ecu-dta part-0.parquet MLI agrizones _Zones_Agroclimatiques_WGS84.dbf _Zones_Agroclimatiques_WGS84.prj _Zones_Agroclimatiques_WGS84.shp _Zones_Agroclimatiques_WGS84.shx MLI mli_econ_census.rds worldpop mli_f_15_2020_constrained_UNadj.tif mli_f_20_2020_constrained_UNadj.tif mli_f_25_2020_constrained_UNadj.tif mli_f_30_2020_constrained_UNadj.tif mli_f_35_2020_constrained_UNadj.tif mli_f_40_2020_constrained_UNadj.tif mli_f_45_2020_constrained_UNadj.tif mli_f_50_2020_constrained_UNadj.tif mli_f_55_2020_constrained_UNadj.tif mli_f_60_2020_constrained_UNadj.tif mli_m_15_2020_constrained_UNadj.tif mli_m_20_2020_constrained_UNadj.tif mli_m_25_2020_constrained_UNadj.tif mli_m_30_2020_constrained_UNadj.tif mli_m_35_2020_constrained_UNadj.tif mli_m_40_2020_constrained_UNadj.tif mli_m_45_2020_constrained_UNadj.tif mli_m_50_2020_constrained_UNadj.tif mli_m_55_2020_constrained_UNadj.tif mli_m_60_2020_constrained_UNadj.tif mli_adm_1m_dnct_2021_shp mli_admbnda_adm0_1m_gov_20211110b.cpg mli_admbnda_adm0_1m_gov_20211110b.dbf mli_admbnda_adm0_1m_gov_20211110b.prj mli_admbnda_adm0_1m_gov_20211110b.sbn mli_admbnda_adm0_1m_gov_20211110b.sbx mli_admbnda_adm0_1m_gov_20211110b.shp mli_admbnda_adm0_1m_gov_20211110b.shp.xml mli_admbnda_adm0_1m_gov_20211110b.shx mli_admbnda_adm1_1m_gov_20211110b.cpg mli_admbnda_adm1_1m_gov_20211110b.dbf mli_admbnda_adm1_1m_gov_20211110b.prj mli_admbnda_adm1_1m_gov_20211110b.sbn mli_admbnda_adm1_1m_gov_20211110b.sbx mli_admbnda_adm1_1m_gov_20211110b.shp mli_admbnda_adm1_1m_gov_20211110b.shp.xml mli_admbnda_adm1_1m_gov_20211110b.shx mli_admbnda_adm2_1m_gov_20211110b.cpg mli_admbnda_adm2_1m_gov_20211110b.dbf mli_admbnda_adm2_1m_gov_20211110b.prj mli_admbnda_adm2_1m_gov_20211110b.sbn mli_admbnda_adm2_1m_gov_20211110b.sbx mli_admbnda_adm2_1m_gov_20211110b.shp mli_admbnda_adm2_1m_gov_20211110b.shp.xml mli_admbnda_adm2_1m_gov_20211110b.shx mli_admbnda_adm3_1m_gov_20211110b.cpg mli_admbnda_adm3_1m_gov_20211110b.dbf mli_admbnda_adm3_1m_gov_20211110b.prj mli_admbnda_adm3_1m_gov_20211110b.sbn mli_admbnda_adm3_1m_gov_20211110b.sbx mli_admbnda_adm3_1m_gov_20211110b.shp mli_admbnda_adm3_1m_gov_20211110b.shp.xml mli_admbnda_adm3_1m_gov_20211110b.shx spat-disp-insight-main .github dependabot.yml ISSUE_TEMPLATE bug_report.md feature_request.md peer_review.md workflows gh-pages.yml release.yml .positai settings.json .pre-commit-config.yaml .Rbuildignore .Rhistory .Rprofile .Rproj.user 7F03A573 cpp-definition-cache pcs files-pane.pper source-pane.pper windowlayoutstate.pper workbench-pane.pper rmd-outputs saved_source_markers sources per t 107E3B75 107E3B75-contents 7E849F50 7E849F50-contents 82E4EE9A 82E4EE9A-contents 9CA8C95D 9CA8C95D-contents C58D4666 C58D4666-contents D3B0BEC2 D3B0BEC2-contents D546D96F D546D96F-contents D5660F58 D5660F58-contents FE07AFBC FE07AFBC-contents prop 2EAE8946 4D52211E 50B30EB6 7262349F A6EF683E BF717A8E C4BCEB2F DA83A557 EBEAF764 INDEX shared notebooks paths CITATION.cff data raw MLI worldpop mli_f_15_2020_constrained_UNadj.tif mli_f_20_2020_constrained_UNadj.tif mli_f_25_2020_constrained_UNadj.tif mli_f_30_2020_constrained_UNadj.tif mli_f_35_2020_constrained_UNadj.tif mli_f_40_2020_constrained_UNadj.tif mli_f_45_2020_constrained_UNadj.tif mli_f_50_2020_constrained_UNadj.tif mli_f_55_2020_constrained_UNadj.tif mli_f_60_2020_constrained_UNadj.tif mli_m_15_2020_constrained_UNadj.tif mli_m_20_2020_constrained_UNadj.tif mli_m_25_2020_constrained_UNadj.tif mli_m_30_2020_constrained_UNadj.tif mli_m_35_2020_constrained_UNadj.tif mli_m_40_2020_constrained_UNadj.tif mli_m_45_2020_constrained_UNadj.tif mli_m_50_2020_constrained_UNadj.tif mli_m_55_2020_constrained_UNadj.tif mli_m_60_2020_constrained_UNadj.tif DESCRIPTION inst vars-groups.yaml vars.yaml LICENSE NAMESPACE output figures dispersion_table.html fig-1.png fig-10.png fig-11-a.png fig-11-b.png fig-12.png fig-2.png fig-3.png fig-4a-locfe.png fig-4b-skills.png fig-4c-reg-ind.png fig-4d-loc-obs.png fig-5.png fig-6.png fig-7.png fig-8.png fig-9.png fig-a2-10.png fig-a2-8.png fig-a2-9.png fig-a2_1_rate_agr.png fig-a2_2_rate_con.png fig-a2_3_rate_edu_sec.png fig-a2_4_rate_edu_hi.png fig-a2_5_indadm2_hhi.png fig-a2_6_x21..spat_elev__l.png fig-a2_7_x21..spat_slope__l.png fig-a3-1.png fig-a3-2a.png fig-a3-2b.png fig-a3-3a.png fig-a3-3b.png fig-a3-3c.png fig-a3-3d.png tables all-data-ecu.xlsx Table 3.docx Table A2-1.docx Table A2-2.docx Table A2-3.docx Table A2-4.docx Table A2-5.docx Table A2-6.docx Table A2-7-Full-Adm2.docx Table A2-8-Formal-Adm2.docx Table A2-9-Informal-Adm2.docx Table A3 1-2.docx Table A3 3.docx Table A3 4.docx Table A3 5.docx Table A4 6.docx Table A4 7.docx Table A5 5.docx R f-calc-summary-stats.R f-calc-vars.R f-cleaners.R f-data-helpers.R f-data-load.R f-feols-format.R f-feols-grid-helpers.R f-feols-grid.R f-feols-helpers.R f-feols-summary.R f-feols-validate.R f-feols-var-decomp-plot.R f-feols.R f-fltr-frmt-reg.R f-format-sum-stats-ft.R f-format.R f-ft-helpers.R f-ft.R f-geom.R f-gg.R f-plot-dist.R f-qmd.R f-reg-composition-table.R f-regsample.R f-resolve-cols.R f-rt-helpers.R f-rt2.R f-select-reg-vars.R f-variables-definitions.R f-variables-helpers.R renv .gitignore activate.R settings.json renv.lock spat-disp-insight-main.Rproj vignettes .gitignore .quarto xref 496687c6 700b097f 7e2120e2 bb8bc3a7 d55cbeea e8a799ae INDEX _freeze 11-geom execute-results html.json ECU-03-data-reg execute-results docx.json ECU-05-reproducibility execute-results docx.json MLI-02-data-clean execute-results html.json MLI-05-data-prep execute-results html.json MLI-06-analysis execute-results html.json libs kePrint-0.0.1 kePrint.js lightable-0.0.1 lightable.css 00-master.R 01-setup-ECU.R 01-setup.R 11-geom.qmd 11-geom_files libs bootstrap bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css bootstrap-icons.css bootstrap-icons.woff bootstrap.min.js clipboard clipboard.min.js quarto-html anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css quarto.js tippy.css tippy.umd.min.js docs 11-geom.html ECU-03-data-reg.docx ECU-05-reproducibility.docx MLI-02-data-clean.html MLI-02-data-clean_files libs bootstrap bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css bootstrap-icons.css bootstrap-icons.woff bootstrap.min.js clipboard clipboard.min.js quarto-html anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css quarto.js tippy.css tippy.umd.min.js MLI-05-data-prep.html MLI-05-data-prep_files libs bootstrap bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css bootstrap-icons.css bootstrap-icons.woff bootstrap.min.js clipboard clipboard.min.js quarto-html anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css quarto.js tippy.css tippy.umd.min.js MLI-06-analysis.html ECU-01-data-prep.qmd ECU-02-data-geom.qmd ECU-03-data-reg.qmd ECU-05-reproducibility.qmd MLI-01-data-load.qmd MLI-02-data-clean.qmd MLI-03a-imputation-prep.R MLI-03b-imp-data-annex.R MLI-04-census-prep.R MLI-05-data-prep.qmd MLI-06-analysis.qmd MLI-06-analysis_files libs bootstrap bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css bootstrap-icons.css bootstrap-icons.woff bootstrap.min.js clipboard clipboard.min.js kePrint-0.0.1 kePrint.js lightable-0.0.1 lightable.css quarto-html anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css quarto.js tippy.css tippy.umd.min.js _quarto.yml data_hash_report.csv LICENSE.txt README.pdf reproducibility_report_FR_WLD_2026_682.pdf WB-IGO-RIDER.txt

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