rowid,vendor,city,state,spend_date,product,amount,quote,source_document,mytown_record,ledger,amount_type,dup_rank,geo_suspect,anomaly,state_norm
3467,Grayshift / GrayKey,Waterloo,IA,2025-07-21,software renewal (renew),34760.0,"Police (GrayKey Software Renewal) Amount: $34,760.00 Expenditure: Annual GrayKey software renewal for FY26.","https://waterlooia.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=1893,plainText=false)",https://mytown.theboringparts.com/city/waterlooia/2025/#m461530,sv:forensics:grayshift,stated,1,0,0,IA
3078,Grayshift / GrayKey,Davenport,IA,2025-01-08,Graykey license (approve contract),33105.0,"Magnet Forensics, LLC | Graykey license | Amount: $33,105","https://davenportia.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=5771,plainText=false)",https://mytown.theboringparts.com/city/davenportia/2025/#m708254,sv:forensics:grayshift,stated,1,0,0,IA
3083,Grayshift / GrayKey,Davenport,IA,2023-11-01,GrayKey license (purchase),30795.0,"Grayshift LLC | GrayKey annual license | Amount: $30,795","https://davenportia.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2936,plainText=false)",https://mytown.theboringparts.com/city/davenportia/2023/#m707987,sv:forensics:grayshift,stated,1,0,0,IA
3086,Grayshift / GrayKey,Davenport,IA,2022-11-16,computer forensics software (purchase),27995.0,"Grayshift LLC | computer forensics software | Amount: $27,995","https://davenportia.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2814,plainText=false)",https://mytown.theboringparts.com/city/davenportia/2022/#m707787,sv:forensics:grayshift,stated,1,0,0,IA