Generate synthetic firm data

[vahid-ahmadi]

We need to create a script that generates realistic synthetic firm microdata by combining ONS business structure data with HMRC validation targets, producing 2.2 million firms with accurate sector and turnover distributions for our VAT reform microsimulation analysis.

Data sources:

• ONS data
• HMRC data