rowid,vendor,city,state,spend_date,product,amount,quote,source_document,mytown_record,ledger,amount_type,dup_rank,geo_suspect,anomaly,state_norm
3045,Avigilon,Macomb County,MI,2024-11-21,Avigilon Access Control System (purchase),564445.0,"Purchase: Motor City Electric Technologies Inc. - Avigilon Access Control System ($564,445)","https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=20604,plainText=false)",https://mytown.theboringparts.com/city/macombcomi/2024/#m740264,sv:camera:avigilon,stated,1,0,0,MI
3047,Avigilon,Macomb County,MI,2024-11-20,access control system (budget amendment and purchase),564445.0,"approve a FY2024 budget amendment for Information Technology in the amount of $564,445 by decreasing Non-Departmental Capital Outlay with a corresponding increase to Operating Transfers Out in order to transfer funds to the Capital Improvement Fund to provide funding for the Avigilon Card Access project.","https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=20531,plainText=false)",https://mytown.theboringparts.com/city/macombcomi/2024/#m740262,sv:camera:avigilon,stated,1,0,0,MI
3040,Avigilon,Macomb County,MI,2026-02-19,Access Control System (Budget Amendment and Purchase),518965.0,"Budget Amendment: Capital Improvement Fund - Information Technology - Avigilon Access Control System Phase 2 ($518,965)","https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=24798,plainText=false)",https://mytown.theboringparts.com/city/macombcomi/#m740461,sv:camera:avigilon,stated,1,0,0,MI
3041,Avigilon,Macomb County,MI,2026-02-11,Access Control System (budget amendment and purchase),518965.0,"Budget Amendment: Capital Improvement Fund - Information Technology - Avigilon Access Control System Phase 2 ($518,965) / Jako van Blerk, CIO","https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=24565,plainText=false)",https://mytown.theboringparts.com/city/macombcomi/#m740456,sv:camera:avigilon,stated,1,0,0,MI
4163,Avigilon,Macomb County,MI,2023-08-15,camera upgrade (purchase),36880.0,"Video Surveillance Avigilon Camera Upgrade - Public Works ($36,880)","https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=18335,plainText=false)",https://mytown.theboringparts.com/city/macombcomi/2023/#m740042,sv:camera:avigilon,stated,1,0,0,MI