Tourism needs to become sustainable: How data science can help - On Physical Sciences

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In an On Physical Sciences blog, Felix Hoffmann and colleagues outline how their new study explores using data from a large online tourism platform to understand the degree of sustainable tourism in different countries.

The return of tourism and its environmental consequences As Covid-19-related travel restrictions are falling, tourism is returning with full force.

In many cases, however, this economic progress comes at the cost of serious environmental consequences. How unconventional data sources can inform development statistics Procuring this accurate and timely data poses a challenge for policy makers across all areas – and tourism is no exception. Tapping into alternative forms of data might help to improve indicator frameworks. In other areas of economic and social development statistics, their potential to collect information has been explored with promising results.

Looking towards platform data for tourism statistics So how do these ideas apply to the measurement of sustainable tourism? Based on these features, we trained a range of machine learning models, which can successfully predict the sustainability level of touristic accommodations.

 

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