Table 2 Dianping POI summary for Shenzhen.

From: Assessing urban vitality in high-density cities: a spatial accessibility approach using POI reviews and residential data

Category

Type

Counts

Transportation

Subway, Train stations, Airports, Buses, Ports, Terminals.

433

Hotels

Resort hotels, Business hotels, Convenience hotels, Upscale hotels, Villas.

19,865

Restaurants

Chinese restaurant, Tea restaurant, Southeast Asian cuisine, Western cuisine, Fruit, Fresh food, Café, Dessert, Bakery.

100,569

Life services

Convenience services, Corporate, Financial services, Business services, Home appliance repair, Elderly services, Psychological counseling.

14,104

Malls

Supermarkets, Duty free, Clothing, Shoes, Home building Materials, Household goods, Bazaar.

27,655

Schools

Chinese studies, Fine arts, Calligraphy, Study abroad, Educational institutions, Kindergartens, Artistic examinations.

11,026

Medicine services

Pharmacies, Women’s and children’s healthcare facilities, General hospitals, General outpatient clinics, Center for disease control and prevention, Emergency centers, Oral healthcare facilities.

3859

Beauties

Nail, Lash, Hairdressing, Medical cosmetology, Yoga, Dance.

24,628

Sights

Natural landscape, Beautiful countryside, Cultural monuments, Parks, Squares, Botanical, Zoological gardens, Outdoor camping.

7676

Total (Except zero)

 

209,815