Milliken Town Meeting Analysis

Overview

This section provides month-by-month analysis of Milliken town meetings, combining:

• QMD Agenda Data: Meeting schedules, agenda items, and supporting documents from Town Clerk API
• Neo4j Graph Data: Attendee patterns, voting records, and relationship networks
• QMD Hybrid Search: Find specific meetings, decisions, attendees, businesses, or topics

Monthly Reports

• 2026-04 - Milliken Meetings
• 2026-03 - Milliken Meetings
• 2026-02 - Milliken Meetings
• 2026-01 - Milliken Meetings
• 2025-12 - Milliken Meetings
• 2025-11 - Milliken Meetings
• 2025-10 - Milliken Meetings
• 2025-09 - Milliken Meetings
• 2025-08 - Milliken Meetings
• 2025-07 - Milliken Meetings
• 2025-06 - Milliken Meetings

Quick Search

Use QMD search to find specific Milliken meetings:

# Search by meeting type
qmd-search-cli.py "Board of Trustees"

# Search by date
qmd-search-cli.py "February 2026"

# Search by topic
qmd-search-cli.py "zoning amendments"

# Search by business
qmd-search-cli.py "GLH approvals"

Key Insights

• Total meetings indexed: {qmd_data.get(’total_meetings’, 0)}
• Date range: All available meeting records
• Data sources: Town Clerk API + meeting transcripts
• Neo4j meetings with graph data: {len([m for m in neo4j_data.get(‘monthly_summaries’, {}).values() if any(m.get(‘meetings’))])}

Technical Notes

• QMD Files: Meeting agendas and supporting documents via plainText=true API
• Transcripts: Full audio-to-text conversion of meeting videos
• Neo4j Graph: Relationship network of attendees, votes, and decisions
• QMD Search: Hybrid search (BM25 + vectors) enables finding specific meetings quickly

Last updated: {datetime.now().strftime(’%Y-%m-%d’)}