Machine Learning Of Tanzania Tourists

Using Neural Networks to predict the highest spending tourists

@kaggle.succulentadam_machine_learning_of_tanzania_tourists

Table List

1 table(367.54 KB)

Train

@kaggle.succulentadam_machine_learning_of_tanzania_tourists.train

367.54 KB
18506 rows
21 columns

tour_id Tour ID	country Country	age_group Age Group	travel_with Travel With	total_female Total Female	total_male Total Male	purpose Purpose	main_activity Main Activity	info_source Info Source	tour_arrangement Tour Arrangement	package_transport_int Package Transport Int	package_accomodation Package Accomodation	package_food Package Food	package_transport_tz Package Transport Tz	package_sightseeing Package Sightseeing	package_guided_tour Package Guided Tour	package_insurance Package Insurance	night_mainland Night Mainland	night_zanzibar Night Zanzibar	first_trip_tz First Trip Tz	cost_category Cost Category
tour_id1hffseyw	ITALY	45-64	With Children		2	Visiting Friends and Relatives	Beach Tourism	Friends, relatives	Package Tour	Yes	Yes	Yes	Yes	No	No	No		7	Yes	High Cost
tour_idnacd7zag	UNITED KINGDOM	25-44	With Spouse	1	1	Leisure and Holidays	Wildlife Tourism	Travel agent, tour operator	Package Tour	Yes	Yes	Yes	Yes	No	No	No		7	Yes	High Cost
tour_id62vz7e71	UNITED STATES OF AMERICA	65+	With Spouse	1	1	Leisure and Holidays	Widlife Tourism	Travel agent, tour operator	Package Tour	Yes	Yes	Yes	Yes	Yes	Yes	No	6	6	Yes	Higher Cost
tour_idrc76tzix	RWANDA	25-44	With Spouse and Children	3	1	Leisure and Holidays	Beach Tourism	Radio, TV, Web	Independent	No	No	No	No	No	No	No	3		No	Lower Cost
tour_idn723m0n9	UNITED STATES OF AMERICA	45-64	Alone		1	Leisure and Holidays	Widlife Tourism	Travel agent, tour operator	Package Tour	Yes	Yes	Yes	Yes	No	Yes	Yes	7		Yes	Higher Cost
tour_id8aylf7ba	FRANCE	25-44	With Spouse	1	1	Leisure and Holidays	Widlife Tourism	Newspaper, magazines, brochures	Package Tour	Yes	Yes	Yes	No	No	No	No	14	7	Yes	High Cost
tour_idvcadicba	SWIZERLAND	25-44	With Spouse	1	1	Leisure and Holidays	Wildlife Tourism	Newspaper, magazines, brochures	Independent	No	No	No	No	No	No	No	7		Yes	Normal Cost
tour_idfmavssxv	NIGERIA	25-44	Alone		1	Leisure and Holidays	Cultural Tourism	Travel agent, tour operator	Independent	No	No	No	No	No	No	No	4		Yes	Low Cost
tour_id8oqlvjwr	UNITED KINGDOM	18-24	Alone	1		Leisure and Holidays	Cultural Tourism	Friends, relatives	Independent	No	No	No	No	No	No	No	60		Yes	Normal Cost
tour_idy0blevrs	AUSTRALIA	45-64	With Spouse	1	1	Leisure and Holidays	Widlife Tourism	Travel agent, tour operator	Package Tour	Yes	Yes	No	Yes	Yes	Yes	Yes	6		Yes	Higher Cost


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
);