Data Standardization

[trentonyo]

This issue entails formatting important data that is to be used by the consensus model in an identical fashion (e.g. if the standard is "John Smith" then "james_johnson" is in violation and would be reformatted to "James Johnson"). Tasks include:

• [ ] Standardization functions
  • [x] Standardize NPI
  • [x] Practitioner name
  • [ ] Practitioner active status
  • [ ] PractitionerRole title
  • [x] PractitionerRole taxonomy code
  • [x] Organization title
  • [x] Location Address
  • [ ] Location latitude/longitude
  • [x] Location phone number
• [x] Standardization implementation
  • [x] Standardize Practitioner
  • [x] Standardize PractitionerRole
  • [x] Standardize Location
  • [x] Standardize Organization

[trentonyo]

@HlaKarki does #16 close this issue?

[HlaKarki]

Standardized complete for the following:

• [x] Standardize NPI
• [x] Practitioner name
• [x] PractitionerRole taxonomy code
• [x] Organization title
• [x] Location Address
• [x] Location phone number

Not enough data to enforce a reasonable standardization yet, still exploring:

• [ ] Location latitude/longitude
• [ ] Practitioner active status
• [ ] PractitionerRole title

[trentonyo]

@HlaKarki bump

[HlaKarki]

This has been done long time ago