Reproducibility package for News-Based Multidimensional Political Instability In West And Central Africa

2026

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RR_SSA_2026_721

Author(s)

Pierre Mandon, Kabinet Kaba, Philipp Kronenberg

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World Bank Policy Research Working Papers

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Oct 19, 2026

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Oct 27, 2026

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README for the reproducibility package for News-Based Multidimensional Political Instability In West And Central Africa

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Reproducibility verification for News-Based Multidimensional Political Instability In West And Central Africa

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Reproducibility package for News-Based Multidimensional Political Instability In West And Central Africa

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Zip preview	RR_SSA_2026_721 data_hash_report.csv LICENSE.txt README.pdf Reproducibility package .Rprofile Code 1_read_data.R 2_data_preparation.R 3_benchmark_data.R external caldara_iacoviello_2022 README.md var_results auxfiles cmaes_dsge.m decomp_smooth.m diff1.m get_spikes.m graph_extended.m hline.m jbfill.m labelpoints.m lag.m lngam.m one_sided_hp_filter_kalman.m pltorg.m seqa.m sumc.m tightfig.m uhligpenalty.m variancedecompositionFD.m varprior_h.m vec.m vm_dummy.m vm_hist_decomp.m vm_irf.m vm_loaddata.m vm_max_mdd.m vm_mdd.m vm_plot_irf_bvar.m vm_plot_pe_bvar.m estimate_monthly base ior res_drc_base.mat iwr res_drc_base.mat mcp res_drc_base.mat pv res_drc_base.mat endo ior res_drc_endo.mat iwr res_drc_endo.mat mcp res_drc_endo.mat pv res_drc_endo.mat nocom ior res_drc_nocom.mat iwr res_drc_nocom.mat mcp res_drc_nocom.mat pv res_drc_nocom.mat model_spec.m README.txt run_var_estimation.m run_var_plot_figures.m figure_code africa_map.R benchmark_indicator_correlation_table.R contagion_plot.R correlation_matrix.R country_count_plot.R DRC_NBS_plot.R normalization_plot.R source_table.R summary_statistics_table.R functions.R helpers.R main.R run_all.m Data Derived annual NBS_indicators.csv quarterly NBS_indicators.csv README.md Raw public benchmark_data Barret et al events.rdata benchmark_data_websites.txt Database of Political Institutions (World Bank) dpi2012.xls powell_thyne_coups powell_thyne_coups_final.txt UCDP dataset The Ethnic One-Sided Violence (EOSV) Dataset EOSV Dataset.dta World Bank Worldwide Governance Indicators The Worldwide Governance Indicators.xlsx World Handbook of Political Indicators IV (WHIV) WHIV (Daily-csv).csv README.md VAR monthly Democratic_Republic_of_the_Congo.csv README.md restricted README.md Outputs Annex Figures africa_map.pdf aggregate_normalization_reference_counts.pdf annual_correlation_heatmaps.pdf contagion_network_geo_instability_of_regime.pdf contagion_network_geo_instability_within_regime.pdf contagion_network_geo_mass_civil_protest.pdf contagion_network_geo_political_violence.pdf IRF_DRC_endo_com.png IRF_DRC_no_com.png monthly_correlation_heatmaps.pdf nbs_ab_instability_of_regime_by_country.pdf nbs_ab_instability_within_regime_by_country.pdf nbs_ab_mass_civil_protest_by_country.pdf nbs_ab_political_violence_by_country.pdf README.md README.md Tables article_count_summary_statistics.tex benchmark_mean_correlations.tex dimension_article_count_summary_statistics.tex README.md Main Figures country_intensity_by_year.pdf country_normalization_reference_counts.pdf drc_normalized_nbs_events.pdf IRF_DRC_baseline.png nbs_a_instability_of_regime_by_country.pdf nbs_a_instability_within_regime_by_country.pdf nbs_a_mass_civil_protest_by_country.pdf nbs_a_political_violence_by_country.pdf README.md topic_intensity_by_year.pdf README.md Tables newspaper_source_summary.tex README.md political_instability.Rproj renv activate.R renv.lock Section_4.3 ado backup.trk e estadd.ado estadd.hlp estout.ado estout.hlp estpost.ado estpost.hlp eststo.ado eststo.hlp esttab.ado esttab.hlp f frmttable.ado frmttable.sthlp frmt_opts.sthlp g greek_in_word.sthlp k kountry.ado kountry.dta kountry.hlp kountryadd.ado kountryadd.hlp kountrybackup.ado kountrybackup.hlp kountrynames.hlp kountryregions.hlp kountryrestore.ado k_capc.ado k_cowc.ado k_cown.ado k_geo_cow.ado k_geo_marc.ado k_geo_meb.ado k_geo_men.ado k_geo_sov.ado k_geo_un.ado k_geo_undet.ado k_imfn.ado k_iso2c.ado k_iso3c.ado k_iso3n.ado k_marc.ado k_mcc.ado k_other.ado k_other_extras.txt k_penn.ado k_stuck.ado k_unc.ado l l_cfrmt.mlib o outreg.ado outreg.sthlp outreg_complete.sthlp outreg_update.sthlp stata.trk _ _eststo.ado _eststo.hlp Data WDI WDI_Database.dta WDI_Exchange_Rate1.dta WDI_Exchange_Rate1.xlsx WDI_GDP1.dta WDI_GDP1.xlsx WDI_GDPper1.dta WDI_GDPper1.xlsx WDI_GDPper_growth1.dta WDI_GDPper_growth1.xlsx WDI_GDP_Deflator1.dta WDI_GDP_Deflator1.xlsx WDI_GDP_growth1.dta WDI_GDP_growth1.xlsx NBS_Master.do NBS_Master.log README.md Tables Table3_country.tex Table3_Descriptive_Statistics.rtf Table3_firm.tex Table4_Firm_Performance.doc Table4_Firm_Performance.tex Table5_By_Firm_Size.doc Table5_By_Firm_Size.tex Table6_By_Ownership_Sector.doc Table6_By_Ownership_Sector.tex Table7_By_Ownership_Sector_Sales.doc Table7_By_Ownership_Sector_Sales.tex reproducibility_report_RR_SSA_2026_721.pdf WB-IGO-RIDER.txt

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