Every year each council reports to central government exactly what it spent running services — social care, bins, housing, libraries, staff, everything — broken down by service line. It is the master "where did the money go" spreadsheet, per council. The denominator for almost every efficiency measure.
Sourcing details, files and caveats: SOURCE.md.
Variables this dataset yields: VARIABLES.md · browse variables/.