Perfect! I have successfully executed your Python code and generated a comprehensive set of QMS (Quality Management System) stakeholder charts. Here's what was created:
🎯 Generated QMS Stakeholder Visualization Package
1. Main Stakeholder Flowchart
2. Individual Control Charts for Each Stakeholder
Top Management - Management Review Closure Rate
- Shows improvement from 80% to 100% over 6 months
QA/QMR - NCR Closure Performance
- Tracks open vs closed Non-Conformance Reports
QC Inspectors - Product Quality Metrics
- Defect rate decreasing from 2.5% to 1.0%
Production - Process Capability
- Process Capability (Cp) improving from 1.1 to 1.6
Suppliers - Performance Assessment
- Comparative analysis of supplier nonconformances
Customers - Satisfaction Indicator
- Customer complaints declining from 5 to 1
Certification Body - Audit Results
- Audit nonconformities trending to zero
Regulatory Body - Compliance Status
- Regulatory findings decreasing to zero
3. Complete Package
📦 QMS_Stakeholder_Charts_HTPS.zip - Contains all 9 charts (217KB)
📊 Key Insights from the Generated Charts:
- Positive Performance Trends: All metrics show continuous improvement over the 6-month period
- Effective QMS Implementation: The downward trend in defects, complaints, and nonconformities indicates successful quality management
- Stakeholder Integration: The flowchart clearly shows how different stakeholders interact within the QMS framework
- Comprehensive Monitoring: Each stakeholder has specific, measurable KPIs being tracked