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Community learning in location based social networks 3

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4.7 Top Ten Communities at the Global Scale
In this section, we show the top ten communities detected at the global scale. We man-
ually observe and derive the community profiles from the prominent venue categories,
tip topics and photo concepts of the communities.
Rank Visualization Profile
1
• Coffee/Tea lovers
• Group Size: 1,65 1
2
• Food lovers
• Group Size: 1,56 7
3
• Shoppers
• Group Size: 1,10 8
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Rank Visualization Profile
4
• Drink/Snack lovers
• Group Size: 1,10 1
5
• Sports Enthusiasts
• Group Size: 1,09 5
6
• Home Lovers
• Group Size: 1,08 1
7
• Travellers
• Group Size: 997
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Rank Visualization Profile


8
• White-collar Work-
ers
• Group Size: 957
9
• Students
• Group Size: 933
10
• Nature L overs
• Group Size: 915
4.8 Top Five Communitie s in Singapore
In this section, we show the top five communities detected in Singapore. We manu-
ally observe and derive the community profiles from the prominent venue categories,
tip t opics and photo concepts of the communities.

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