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62,482
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62,482
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62,482
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62,482
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62,482
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62,482
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62,482
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62,482
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62,482
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7,087
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28,508
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28,508
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28,508
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31,008
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31,008
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31,008
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31,008
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31,008
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31,008
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31,008
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31,008
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56,049
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56,049
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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3,588
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44,564
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30,653
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60,707
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43,003
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43,003
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43,003
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43,003
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Gowalla Dataset
The Gowalla dataset, sourced from the Stanford Network Analysis Project (SNAP), contains user check-ins and social network information from the now-defunct location-based social networking platform Gowalla.
Key features:
- Check-in data: records of user check-ins at various locations with timestamps and geographical coordinates (latitude, longitude).
- Social graph: user relationships represented as a graph, where edges denote friendships between users.
- Temporal data: includes timestamps for all check-ins, enabling time-series analysis.
- Geographical scope: check-ins span locations worldwide, offering global coverage for geo-social analyses.
Columns:
- User ID: unique identifier for each user.
- Check-in time: timestamp of the check-in (YYYY-MM-DD HH:MM:SS format).
- Latitude: latitude coordinate of the check-in location.
- Longitude: longitude coordinate of the check-in location.
- Location ID: unique identifier for the location.
Use cases:
- Geo-social analysis: study how users interact with their physical environment and social networks.
- Location recommendation: build recommendation systems for venues or events based on user preferences and check-ins.
- Urban planning: analyze movement patterns for transportation and infrastructure planning.
- Graph learning: train machine learning models on social network structures.
Dataset size:
- Check-ins: approximately 6.4 million records.
- Users: around 107,000 users.
- Locations: over 1.2 million unique locations.
Licensing:
This dataset is distributed under a CC-BY-SA 4.0 license, requiring attribution and share-alike for derived works.
For more details, visit the SNAP dataset page.
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