Data Cleaning Exercises

Pro exercise

Group people into households

Count members per household, where a household is a normalized postcode plus address. '12 High St' and ' 12 high st' at 'ab1 2cd' are the same household; people without a complete address can't be placed and are reported.

  • entity resolution
  • normalization
  • aggregation

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