1_datasets/ Readme

1_datasets/README.md

@@ -1 +1,116 @@
-# Datasets
+# Datasets: UN Inbound tourism
+
+This folder contains the raw and cleaned datasets used for our project:
+“How can data-driven digital platforms showcasing Haiti’s natural
+beauty, culture, and historical heritage can contribute to change the
+global perception of Haiti and promote sustainable tourism?”
+
+Our goal is to explore how the tourism market is going on, its current
+state and the trend in the caribbean region and how Haiti can
+position itself.
+
+## Source of the data
+
+1- ONU Tourism : <https://www.untourism.int/fr/statistiques-tourisme/>
+base-de-donnees-statistiques-du-tourisme
+
+2- Ministere du tourisme d'Haiti and Atouts France
+
+## Structure of '1_datasets'
+
+1_dataset/
+│
+├── raw_data/
+│   ├── UN_tourism_world_raw/
+│   │      ├── UN_Tourism_inbound_expenditure_10_2025.xlsx
+│   │      ├── UN_Tourism_inbound_arrivals_10_2025.xlsx
+│   ├── UN_tourism_haiti_raw/
+│   │      ├── UN_tourism_inbound_Arrivals_haiti.csv
+│   │      ├── UN_tourism_inbound_Arrivals_haiti_by_expenditure.csv
+│   └── UN_tourism_caribbean_countries_raw/
+│          └── UN_tourism_inbound_Arrivals_caribbean_countries.csv
+│
+├── cleaned_data/
+│   ├── UN_tourism_caribbean_countries_cleaned/
+│   │       ├── UN_tourism_caribbean_countries_cleaned.csv
+│   └── UN_tourism_haiti_cleaned/
+│          ├── UN_tourism_inbound_Arrivals_haiti_cleaned.csv
+│          └── UN_tourism_inbound_haiti_by_expenditure_cleaned.csv
+│
+└── haiti_catalog_raw_data/
+    ├── 1st dataset_draft.....xlsx
+    ├── 2nd dataset....csv
+    └── DRAFT DATASET...xlsx
+
+## Variables
+
+### Raw data
+
+In raw data, you will find these variables:
+
+- indicator_code: Code that identifies the indicator
+
+- indicator_label: Description of the indicator
+
+- indicator_previous_code: Indicator code used in the previous
+versions of the database (e.g. in the former publications
+"Compendium" [CP] and "Yearbook " [YB])
+
+- reporter_area_code: Code that identifies the geographic area
+represented by the statistical focal point that reported the
+data
+
+-reporter_area_label: Name of the reporter area as per the United
+Nations standard for statistical use (M49)
+
+-partner_area_code: Code that identifies the geographical area other
+than the reporter area that participates in the phenomenon described
+by the indicator (i.e. area of origin for inbound flows)
+
+- partner_area_label: Name of the partner area as per the United
+Nations standard for statistical use (M49)
+
+- year: Year represented by the value of the indicator
+
+- value: Value of the indicator
+
+- flag: Code providing information about the quality of a value or
+  about unusual or missing values, as per SDMX code list for
+  observation status (<https://sdmx.org/sdmx_cdcl/>)
+
+- flag_label: Description of the flag code
+
+- unit: Unit of measurement that defines the scale or type of the value
+
+- notes: Additional comments (if any)
+
+### Cleaned data
+
+In cleaned_data, retain these variables for our analysis:
+
+- type_of_visitors: represent three categories of visitors: e
+  excursionnists(visitors who leave the country the same day),
+  tourists(at least one night in the country) and total_visitors
+  (excursionnists + tourists)
+
+- country_receiving: country that receives the flow. Where visitors
+  travel  to.
+- where_tourist_from: country Where visitors come from
+
+- year: Year represented by the value of the number_of_tourist
+
+- number_of_tourist: Amount of visitors receive by a country in a year
+
+- unit: Unit of measurement that defines the scale or type of the    value
+
+## Collection Method of the Data
+
+UN Tourism systematically collects tourism statistics from countries
+and territories around the world in an extensive database that
+provides the most comprehensive repository of statistical information
+available on the tourism sector.
+
+Data are collected from countries by UN Tourism through a
+questionnaire that is in line with the International Recommendations
+for Tourism Statistics (IRTS 2008) standard led by UN Tourism and
+approved by the United Nations.

1_datasets/cleaned_data/UN_tourism_haiti_cleaned/UN_tourism_inbound_Arrivals_haiti_cleaned.csv

@@ -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

1_datasets/cleaned_data/UN_tourism_haiti_cleaned/UN_tourism_inbound_haiti_by_expenditure_cleaned.csv

@@ -0,0 +1,29 @@
+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)