Where do you pick the data?
All the data are collected by the official information providers from any national official public office, in charge of collecting annual accounts in each country.
The financial data are always the officially filed and audited accounts.
In some countries, where a central official source doesn’t exist, the information provider might collect the data directly from the companies.