Tourist flows prediction

Provides accurate short term (one week ahead) prediction of tourist flows with minimum required historical data (only three weeks) for model training.

Input(s):

• Zoning specification of the area of study, shp file.
• Three weeks of historical data of indicators of pernoctations, daily and hourly presence in each zone of the area of study

Main feature(s):

• The module provides a prediction of tourist flows in the near future (one week ahead)
• The prediction is based on the analysis of temporal series with long short-term memory networks

Output(s):

Prediction of the following indicators:

• Number of pernoctations in each zone of the specified zoning system
• Number of daily unique visitors of each zone
• Number of hourly unique visitors of each zone The indicators are segmented by type of visitor (resident, national and international visitor), length of stay, nationality, age and gender (only for nationals).

Predicted indicators are available via an API.

Public administrations and tourism services providers.

Commercial license (single payment for credits for use) for the access to the indicators generated.