Calculating representative location information for network addresses

A method, comprising:

• accessing, by a server provider server of a service provider, a database storing associations between network addresses and locations;
• determining a subset of the database corresponding to a first network address, each association included in the subset corresponding to an association between the first network address and a respective location;
• in response to determining that the subset of the database satisfies one or more clustering criteria, calculating a representative location corresponding to the first network address;
• and
• storing an association between the first network address and the representative location in a second database.

A non-transitory computer readable medium storing computer-executable instructions that in response to execution by one or more hardware processors, causes a service provider system to perform operations comprising:

• accessing a database storing associations between network addresses and locations;
• determining a subset of the database corresponding to a first network address, each association included in the subset corresponding to an association between the first network address and a respective location, and each association included in the subset further corresponding to cellular data connections;
• in response to determining that the subset of the database satisfies one or more clustering criteria, estimating a representative location corresponding to the first network address;
• and
• storing an association between the first network address and the representative location in a second database.