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Companies can have multiple locations and companies are not required to provide information on what they do at each location, or how big these locations are. The Data City have integrated data from Lightcast to better answer the question of what companies do where. Specifically, we use Lightcast profiles data to understand the occupations and locations of employees for companies. We sometimes refer to this as WhatWhere data. You’ll find this data in analyse and explore.

Explore

On explore, you’ll find WhatWhere data on the locations tab of a company, where we have it. Not all companies have WhatWhere data, but a significant proportion of large companies do. The counts listed below are the number of Lightcast profiles in each location and occupation. Screenshot 2025-10-01 at 14.01.25

Analyse

On analyse, we’ve integrated profiles data in many places. Currently, we treat profiles data differently than on explore. Where explore is the raw count of profiles, on analyse we’ve combined companies’ declared employees with the percentage of profiles in a location or occupation. This is done as a company’s employee count can be different than the number of profiles we have for it, and the declared employee count is our preferred source.
Last modified on May 27, 2026