Behind the Content: Wikipedia Mobile Views and Tourism Activity
2026-06-29 • Information Retrieval
Information Retrieval
AI summaryⓘ
The authors studied if Wikipedia page visits can show real-time local tourism activity. They found that people using mobile devices to view Wikipedia on a city are likely tourists on site, while desktop views show more general interest over time. By comparing daily hotel stays and Wikipedia visits in many French towns, they saw mobile views matched same-day hotel use better than desktop views. This was also true for visitor counts at cultural spots in Orléans. The authors suggest mobile Wikipedia traffic is a simple way to track tourism right when it happens.
Wikipedia pageviewsmobile device trafficdesktop traffictourism activitynowcastinghotel demandlocal tourism indicatorsdigital tracescultural attraction attendancereal-time data
Authors
Lucas Eustache, Paul Favier
Abstract
This study examines whether open digital traces can provide interpretable, high-frequency indicators of local tourism activity. We argue that the device composition of Wikipedia attention helps distinguish situated information use from remote planning: mobile pageviews are more likely to reflect on-site, contemporaneous information needs, whereas desktop pageviews capture temporally diffuse interest. Linking daily Accor hotel room-nights to Wikipedia city-page traffic for 704 French communes from 2018 to 2025, we find that mobile pageviews are positively associated with same-day hotel demand and dominate desktop traffic in joint specifications. The relationship is stronger in leisure-oriented destinations and in places with higher Wikipedia visibility. A micro-validation using daily attendance at six cultural attractions in Orl{é}ans shows the same pattern: mobile pageviews predict same-day gate counts, while surrounding leads and lags are close to zero. The findings position mobile Wikipedia traffic as a transparent, replicable nowcasting signal for tourism activity.