Why data harmonisation is important

...the Department for Education (DfE) uses an extended set of codes to record the ethnicity of students and teachers based around the 2001 Census classifications. Having these detailed ethnicity codes...
...the Department for Education (DfE) uses an extended set of codes to record the ethnicity of students and teachers based around the 2001 Census classifications. Having these detailed ethnicity codes...
...title) and corresponding coded fields (i.e. Standard Occupation Codes (SOC)) that were manually assigned by operators. This data was suitable for supervised machine learning and he developed Naive Bayes Classification...
...compliance against the standards and codes outlined in the criteria. They are adopting existing HMRC technical approaches using the stack developed by teams working on the exemplars at Dorset House....
...third parties gaining access to data without use of user generated check codes, with the third parties agreeing to strict compliance policies, and using an API separate from the service....
...before and after does not rely on reporting methods outside of the team’s control, or which may become difficult to compare consistently if changed (BMS codes). Use scorecarding methodology to...
...was standardised (e.g. 'Epsom & Ewell' was always named 'Epsom and Ewell'), an 'ONS name' table was imported into the database too. This table contained local authority names, ONS codes...