Name: Machine Learning Of Tanzania Tourists
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

Machine Learning Of Tanzania Tourists

This was a data set I chose from a class project. It used machine learning to classify tourist spending. The goal was to predict accurately how much tourists would spend and so companies can do targeted marketing.
The data set was taken from another public competition on Kaggle.

https://www.kaggle.com/datasets/tevintemu/tanzania-tourism-classification-challenge/data

My goal was to predict the highest spending category accurately since they would have the highest return and the least environmental impact for Tanzania. This aligns with the current tourism goals of the country.

Tables

Train

@kaggle.succulentadam_machine_learning_of_tanzania_tourists.train

376.36 kB
18,506 rows
21 columns

CREATE TABLE train (
  "tour_id" VARCHAR,
  "country" VARCHAR,
  "age_group" VARCHAR,
  "travel_with" VARCHAR,
  "total_female" DOUBLE,
  "total_male" DOUBLE,
  "purpose" VARCHAR,
  "main_activity" VARCHAR,
  "info_source" VARCHAR,
  "tour_arrangement" VARCHAR,
  "package_transport_int" VARCHAR,
  "package_accomodation" VARCHAR,
  "package_food" VARCHAR,
  "package_transport_tz" VARCHAR,
  "package_sightseeing" VARCHAR,
  "package_guided_tour" VARCHAR,
  "package_insurance" VARCHAR,
  "night_mainland" BIGINT,
  "night_zanzibar" BIGINT,
  "first_trip_tz" VARCHAR,
  "cost_category" VARCHAR
);