My First Data Science Project, Which City Do You Choose, Seoul or Tokyo?

Code to Add to Table
The Result

Plot It To Map

Code For Plot in Folium Map
Map With District Position in Seoul
Map With District Position in Tokyo
Foursquare
Code for Request Nearby Venue in Each District
Result of Nearby Venue in Each District of Seoul
Result of Nearby Venue in Each District of Tokyo
Get Dummies Code
Result of Dummies
The Code
Some of the result
Code To Find Top 10 Venue
Some Result of Top 10 In Each District of Seoul
Some Result of Top 10 in Each District of Tokyo
K-Means Code
Code for Megre
Tokyo Table
Seoul Table
Code to Map The Result
Map of Seoul
Map of Tokyo

The cluster of Each City

Tokto Cluster

Seoul Cluster

Result

Result of Tokyo
Result of Seoul

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