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NazraJN/Kenya-PIT-Microsimulation

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__pycache__
__pycache__
 
 
microsimulation_manual
microsimulation_manual
 
 
taxcalc
taxcalc
 
 
web
web
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
Budget2019_reform.json
Budget2019_reform.json
 
 
Budget2019_reform1.json
Budget2019_reform1.json
 
 
Budget2019_reform2.json
Budget2019_reform2.json
 
 
Budget2019_reform3.json
Budget2019_reform3.json
 
 
CIT Microsimulation - Adding New Variables.pdf
CIT Microsimulation - Adding New Variables.pdf
 
 
CODING.md
CODING.md
 
 
Change in Total Tax Burden Due to Reform.png
Change in Total Tax Burden Due to Reform.png
 
 
Composition of Tax Changes due to Reforms.png
Composition of Tax Changes due to Reforms.png
 
 
Contribution to total PIT - Before and After Reform.png
Contribution to total PIT - Before and After Reform.png
 
 
Contribution to total PIT.png
Contribution to total PIT.png
 
 
GST_reform.json
GST_reform.json
 
 
Makefile
Makefile
 
 
Preparation_file_Mex_v2.py
Preparation_file_Mex_v2.py
 
 
README.md
README.md
 
 
RELEASES.md
RELEASES.md
 
 
SIMPLE_GIT_USAGE.md
SIMPLE_GIT_USAGE.md
 
 
TESTING.md
TESTING.md
 
 
app0.py
app0.py
 
 
app00.py
app00.py
 
 
app000.py
app000.py
 
 
app001.py
app001.py
 
 
app002-1.py
app002-1.py
 
 
app002.py
app002.py
 
 
app01.py
app01.py
 
 
app01_reform.json
app01_reform.json
 
 
app02.py
app02.py
 
 
app0_gui.py
app0_gui.py
 
 
app1-dump_vat.csv
app1-dump_vat.csv
 
 
app1.py
app1.py
 
 
app14.py
app14.py
 
 
app14_reform.json
app14_reform.json
 
 
app1_reform.json
app1_reform.json
 
 
app2.py
app2.py
 
 
app2_reform.json
app2_reform.json
 
 
app3.py
app3.py
 
 
appPIT.py
appPIT.py
 
 
app_dist_tables00.py
app_dist_tables00.py
 
 
app_dist_tables01.py
app_dist_tables01.py
 
 
app_dist_tables_avg_total-1.py
app_dist_tables_avg_total-1.py
 
 
app_dist_tables_avg_total.py
app_dist_tables_avg_total.py
 
 
app_dist_tables_avg_total1.py
app_dist_tables_avg_total1.py
 
 
app_dist_tables_avg_total2.py
app_dist_tables_avg_total2.py
 
 
app_dist_tables_with_charts.py
app_dist_tables_with_charts.py
 
 
app_dist_tables_with_charts_training.py
app_dist_tables_with_charts_training.py
 
 
app_ind.py
app_ind.py
 
 
app_pit_charts.py
app_pit_charts.py
 
 
app_pit_charts1.py
app_pit_charts1.py
 
 
app_reform_breakdown.py
app_reform_breakdown.py
 
 
app_reform_breakdown1.py
app_reform_breakdown1.py
 
 
app_usa.py
app_usa.py
 
 
bar.png
bar.png
 
 
blank.png
blank.png
 
 
build_dataset.py
build_dataset.py
 
 
current_law_policy.json
current_law_policy.json
 
 
current_law_policy_cmie.json
current_law_policy_cmie.json
 
 
current_law_policy_input.csv
current_law_policy_input.csv
 
 
data_prep_kenya_pit.py
data_prep_kenya_pit.py
 
 
decile_data.csv
decile_data.csv
 
 
distribution_chart.png
distribution_chart.png
 
 
distribution_chart_top.png
distribution_chart_top.png
 
 
duke.ico
duke.ico
 
 
duke_sanford.jpg
duke_sanford.jpg
 
 
duke_sanford.png
duke_sanford.png
 
 
duke_sanford1.jpg
duke_sanford1.jpg
 
 
environment.yml
environment.yml
 
 
etr.png
etr.png
 
 
file1.pkl
file1.pkl
 
 
file2.pkl
file2.pkl
 
 
gdp_nominal.csv
gdp_nominal.csv
 
 
gdp_nominal_kenya.csv
gdp_nominal_kenya.csv
 
 
gdp_nominal_training.csv
gdp_nominal_training.csv
 
 
generate_distribution.py
generate_distribution.py
 
 
generate_policy_revenues.py
generate_policy_revenues.py
 
 
generate_revenues.py
generate_revenues.py
 
 
generate_tax_expenditures.py
generate_tax_expenditures.py
 
 
gitpr
gitpr
 
 
gitpr.bat
gitpr.bat
 
 
gitsync
gitsync
 
 
gitsync.bat
gitsync.bat
 
 
global_vars.json
global_vars.json
 
 
global_vars1.json
global_vars1.json
 
 
growfactors_model.py
growfactors_model.py
 
 
gui_tab1.py
gui_tab1.py
 
 
gui_tab2.py
gui_tab2.py
 
 
gui_tab3.py
gui_tab3.py
 
 
gui_tab4.py
gui_tab4.py
 
 
gui_tab5.py
gui_tab5.py
 
 
gui_tab6.py
gui_tab6.py
 
 
gui_tab7.py
gui_tab7.py
 
 
gui_tab8.py
gui_tab8.py
 
 
guifuncs.py
guifuncs.py
 
 
imf.png
imf.png
 
 
import_filenames_cit.csv
import_filenames_cit.csv
 
 
import_filenames_pit.csv
import_filenames_pit.csv
 
 

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Python 3.6 Codecov

Demonstration repository for Malaysia microsimulation model

This repository was created during Duke University training in July 2025.

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This project, done in collaboration with the IMF, focused on simulating the impact of alternative tax policy reforms on government revenue collection.

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