{"meta":{"project":"toronto-procurement-spending","sources":[{"name":"Toronto Bids Awarded Contracts","package":"tobids-awarded-contracts","records":7755},{"name":"Toronto Bids Non-Competitive Contracts","package":"tobids-non-competitive-contracts","records":2937},{"name":"Consulting Services Expenditures","package":"consulting-services-expenditures","records":3187}],"retrieved":"2026-10-08","publisher":"City of Toronto Open Data (CKAN)","total_records":13084,"total_spend":21524806837.24,"raw_vendor_names":4240,"canonical_vendors":4082,"fuzzy_merges":174,"gsin_hint_coverage_pct":1.8,"quarantined_records":[{"source":"tobids-awarded-contracts","vendor":"Mr. Ron Weaver","doc":"3901175008","raw_value":"9054510208","reason":"10-digit unformatted integer in the amount field; matches a phone-number pattern, not a credible award"},{"source":"tobids-awarded-contracts","vendor":"MJK CONSTRUCTION INC","doc":"2282018000","raw_value":"4163927134","reason":"10-digit unformatted integer in the amount field; matches a phone-number pattern, not a credible award"},{"source":"tobids-awarded-contracts","vendor":"RV Anderson Associates Ltd.","doc":"9117177338","raw_value":"1898820680","reason":"10-digit unformatted integer in the amount field; matches a phone-number pattern, not a credible award"}],"note":"Spend totals are award/expenditure values as published; they are not audited payments. 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High Level Category is the source's own coarse coding; GSIN hints are keyword heuristics, suggestion-only.","Amounts are award or expenditure values as published, not audited final payments; multi-year awards appear in full in the award year.","The legacy wx.toronto.ca award postings (competitive-call-award-results, non-competitive-contracts) were unreachable at build time; the CKAN datastore dumps are the complete source used.","Capital and procurement pipeline files describe planned work, not spending, and are excluded from all totals."]}