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Ansah
Lolya
Maheen
1. Understanding tourist behavior is important for marketing, product development, and infrastructure
2. The pandemic had a significant impact on tourism globally
3. Geotagged image data can help prevent capacity overload and improve tourism infrastructure and services
4.Post-pandemic tourist patterns are crucial to the recovery of the tourism industry in Dubai
Initially, 1,000 records of geotagged
images’ data was collected manually from Flickr.
The second dataset includes records of images from google maps review for four famous landmarks in Dubai which are Dubai mall, Museum of the Future, Dubai Airport, and Mamzar park.
Images are filtered according to the date as we are only interested in the most recent years as well as the pandemic period.
Deleted the records with missing important values. Also, we removed outliers
we added a new column which represents the season each image was taken in.
Using the first and the airport datasets, we counted the number of geotagged images per day during 2020, 2021, and 2022.
We found the median for each key location and computed the percentage difference between daily counts and their respective
medians.
Using the second dataset we found the visit rate for each place individually per month to study the relationship between the weather and the type of these specific landmarks.
This analysis is done by finding the correlation betweenthe season and the visits rate. Also, we used visits rate to interpret an overview of the tourists activities per place.
By analyzing geotagged photographs, it is possible to create plans that draw more guests, enhance their experiences, and support environmentally friendly tourism methods.
Future work will focus on increasing the data collected and covering all the emirates in the UAE, as well as analyzing the effects of time on tourists' activity.