SPATIAL
INTELLIGENCE


The online shopping analysis system is already mature. On the other hand, we still heavily rely on empiricism when it comes to offline shopping.

So we focused on analyzing customers and brand features in physical shopping malls.

Mall camera tagging

The following graph helps you understand the customer visited the shopping mall in Feb 2021.

Bubble size represents the number of current cusomer label entering the store. Percentage = number of current label / total entering number.


CLICK the bubble if you would like to keep its trend path stay on the screen for same-label comparison. Click again to remove it. Or use the "Clear All Selection" to remove all.

TOGGLE the "comparison" on to enable cross-label comparison.

Please use the CHROME BROWSER for better experience.


Type: fashion accessories food jewelry kids_babies consumer_electronics
Customer Volume count: below 100 100 to 500 500 to 1000 1000 and more
Note: female_rate + male_rate = 1; teenager_rate + youth_rate + middle-aged_rate + senior_rate = 1

*The dataset is collected by PlaceInt from Hopson.