Table 4 Clustering results and characteristics.

From: Spatiotemporal analysis of consumer scanning behavior using integrated QR code and POI data

Group

Product

Characteristic

1

16,17

Morning and Afternoon are relatively low, Dinner and Before sleep are relatively high, and Price is the highest.

2

7, 12, 18, 19, 21

Morning, Afternoon, and Price are relatively high

3

9, 22

Noon is relatively low, Afternoon is the highest, Price is moderate

4

1, 4, 5, 6, 8, 13, 15, 23, 25

Noon is relatively low, Morning is the highest, and Price is the lowest

5

2, 3, 10, 11, 14, 20, 24

The daytime is slightly higher than the night time, Price is moderate