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Merged
KHserv-Creator merged 2 commits into from
Dec 5, 2025
Merged

Data prep #30

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a8fd4f0
add script for data preparation
MPKenley Dec 4, 2025
e6253fa
add script for data preparation
MPKenley Dec 4, 2025
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1,548 changes: 774 additions & 774 deletions ...ed_data/UN_tourism_caribbean_countries_cleaned/UN_tourism_caribbean_countries_cleaned.csv
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96 changes: 29 additions & 67 deletions ...ata/UN_tourism_haiti_cleaned/UN_tourism_inbound_Arrivals_haiti_by_expenditure_cleaned.csv
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purpose_of_visites,country_receiving,where_tourist_from,year,number_of_tourist_by_purpose,unit
business,Haiti,World,1995,26.0,thousand trips
business,Haiti,World,1997,27.0,thousand trips
business,Haiti,World,1998,27.0,thousand trips
business,Haiti,World,1999,26.0,thousand trips
business,Haiti,World,2003,18.0,thousand trips
business,Haiti,World,2004,14.0,thousand trips
business,Haiti,World,2005,22.0,thousand trips
business,Haiti,World,2006,22.0,thousand trips
business,Haiti,World,2007,77.0,thousand trips
business,Haiti,World,2008,20.0,thousand trips
business,Haiti,World,2009,61.0,thousand trips
business,Haiti,World,2010,44.0,thousand trips
business,Haiti,World,2011,45.0,thousand trips
business,Haiti,World,2013,53.0,thousand trips
business,Haiti,World,2014,51.3,thousand trips
business,Haiti,World,2015,53.0,thousand trips
business,Haiti,World,2016,41.5,thousand trips
business,Haiti,World,2017,39.4,thousand trips
business,Haiti,World,2018,30.5,thousand trips
business,Haiti,World,2019,16.7,thousand trips
business,Haiti,World,2020,10.0,thousand trips
business,Haiti,World,2021,9.3,thousand trips
personal,Haiti,World,1995,119.0,thousand trips
personal,Haiti,World,1997,122.0,thousand trips
personal,Haiti,World,1998,120.0,thousand trips
personal,Haiti,World,1999,117.0,thousand trips
personal,Haiti,World,2003,118.0,thousand trips
personal,Haiti,World,2004,82.0,thousand trips
personal,Haiti,World,2005,90.0,thousand trips
personal,Haiti,World,2006,86.0,thousand trips
personal,Haiti,World,2007,309.0,thousand trips
personal,Haiti,World,2008,238.0,thousand trips
personal,Haiti,World,2009,326.0,thousand trips
personal,Haiti,World,2010,211.0,thousand trips
personal,Haiti,World,2011,303.0,thousand trips
personal,Haiti,World,2013,366.8,thousand trips
personal,Haiti,World,2014,413.9,thousand trips
personal,Haiti,World,2015,462.8,thousand trips
personal,Haiti,World,2016,403.4,thousand trips
personal,Haiti,World,2017,427.7,thousand trips
personal,Haiti,World,2018,416.9,thousand trips
personal,Haiti,World,2019,269.4,thousand trips
personal,Haiti,World,2020,192.7,thousand trips
personal,Haiti,World,2021,139.1,thousand trips
total,Haiti,World,1995,145.0,thousand trips
total,Haiti,World,1997,149.0,thousand trips
total,Haiti,World,1998,147.0,thousand trips
total,Haiti,World,1999,143.0,thousand trips
total,Haiti,World,2003,136.0,thousand trips
total,Haiti,World,2004,96.0,thousand trips
total,Haiti,World,2005,112.0,thousand trips
total,Haiti,World,2006,108.0,thousand trips
total,Haiti,World,2007,386.0,thousand trips
total,Haiti,World,2008,258.0,thousand trips
total,Haiti,World,2009,387.0,thousand trips
total,Haiti,World,2010,255.0,thousand trips
total,Haiti,World,2011,348.0,thousand trips
total,Haiti,World,2013,419.8,thousand trips
total,Haiti,World,2014,465.2,thousand trips
total,Haiti,World,2015,515.8,thousand trips
total,Haiti,World,2016,444.9,thousand trips
total,Haiti,World,2017,467.1,thousand trips
total,Haiti,World,2018,447.4,thousand trips
total,Haiti,World,2019,286.1,thousand trips
total,Haiti,World,2020,202.7,thousand trips
total,Haiti,World,2021,148.4,thousand trips
visitors_expenditure_by_year,country_receiving,where_tourist_from,year,amount_spent,unit_US_dollars
visitors_total_expenditure,Haiti,World,1995,90.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,1996,96.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,1997,107.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,1998,131.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,1999,135.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2000,128.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2001,105.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2002,108.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2003,96.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2004,93.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2005,80.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2006,126.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2007,190.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2008,360.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2009,416.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2010,383.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2011,456.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2012,447.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2013,546.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2014,578.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2015,609.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2016,549.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2017,588.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2018,620.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2019,450.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2020,102.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2021,110.0,million US dollars (nominal values)
visitors_total_expenditure,Haiti,World,2022,73.0,million US dollars (nominal values)
2 changes: 1 addition & 1 deletion ...ed_data/UN_tourism_haiti_cleaned/UN_tourism_inbound_Arrivals_haiti_by_purpose_cleaned.csv
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purpose_of_visites,country_receiving,where_tourist_from,year,number_of_tourist_by_purpose,unit
purpose_of_visites,country_receiving,where_tourist_from,year,number_of_tourist_by_purpose,unit_thousans_trips
business,Haiti,World,1995,26.0,thousand trips
business,Haiti,World,1997,27.0,thousand trips
business,Haiti,World,1998,27.0,thousand trips
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2 changes: 1 addition & 1 deletion ...asets/cleaned_data/UN_tourism_haiti_cleaned/UN_tourism_inbound_Arrivals_haiti_cleaned.csv
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@@ -1,4 +1,4 @@
type_of_visitors,country_receiving,where_tourist_from,year,number_of_tourist,unit
type_of_visitors,country_receiving,where_tourist_from,year,number_of_tourist,unit_thousand_trips
excursionists,Haiti,World,1995,225.0,thousand trips
excursionists,Haiti,World,1996,250.0,thousand trips
excursionists,Haiti,World,1997,238.0,thousand trips
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