Bugs

When looking at the profiles data, if a person is located in Wales then this gets attributed to Rotherham (I assume because of the NUTS2 region of Barnsley, Doncaster and Rotherham). Wales is sometimes included in this as there is a small ( < 8,000 population) village in South Yorkshire called Wales. However, all profiles from the country of Wales are being tagged to here. I have looked at a selection of profiles on the source urls and none mention jobs or living locations anywhere near South Yorkshire. Rotherham is being added in the location_names field. I have included a list of IDs that illustrate this.

There are about 2,000 canonical schools that have facebook URLs in the education.school .linkedIn_url field.

The company domains are stale. ( useloom.com changed to loom.com , getsentry.com -> sentry.io etc) Other examples: {' useloom.com ': ' http://www.loom.com/ '}, {' getsentry.com ': ' http://sentry.io/welcome/ '}, {' standardcognition.com ': ' http://standard.ai/ '}, {' proposify.biz ': ' http://www.proposify.com/ '}

International Job Titles are being manipulated in the English Language. Ex. French Job_Titles are including "and" in their title. 11153 auxiliaire de vie and soignant

We have 18 Companies with founded dates that do not exist (in the future)