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Update sample data for 2026#8204

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pethers merged 11 commits intomasterfrom
data-update2026
Jan 12, 2026
Merged

Update sample data for 2026#8204
pethers merged 11 commits intomasterfrom
data-update2026

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@pethers
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@pethers pethers commented Jan 12, 2026

Description

Update the sample data to reflect the latest counts and records for the year 2026 across various datasets.

Type of Change

Primary Changes

  • 🚀 New Feature
  • 🔄 Enhancement
  • 🐛 Bug Fix
  • 📦 Dependency Update

Political Analysis

  • 📊 Political Data Analysis
    • Party Analysis
    • Committee Processing
    • Government Data
    • Riksdagen Integration
  • 📈 Analytics & Metrics
    • Performance Metrics
    • Risk Assessment
    • Decision Analysis
    • Transparency Metrics

Technical Changes

  • 🎨 UI/UX Changes
    • Layout Updates
    • Form Improvements
    • Visualization Updates
  • 🏗️ Infrastructure
    • Database Changes
    • Performance Optimization
    • Configuration Updates
  • 🔒 Security & Compliance
    • Authentication
    • Authorization
    • Data Protection
  • 📝 Documentation
    • Technical Documentation
    • User Documentation
    • API Documentation
  • ✅ Testing
    • Unit Tests
    • Integration Tests
    • Performance Tests

Impact Analysis

Political Analysis Impact

  • Impact on data quality: Improved accuracy of sample data for analysis.
  • Impact on analysis accuracy: Enhanced reliability of metrics derived from updated data.
  • Impact on transparency features: Increased clarity in reporting through updated figures.

Technical Impact

  • Performance impact: Minimal, as data updates do not affect system performance.
  • Security implications: None identified.
  • Dependency changes: None.

Testing

  • Unit tests added/updated
  • Integration tests added/updated
  • Political data validation completed
  • Security compliance verified
  • Performance testing completed

Documentation

  • JavaDoc updated
  • README updated
  • API documentation updated
  • Package/module documentation updated
  • Political analysis documentation updated

Screenshots

Related Issues

Fixes #
Related to #

Checklist

  • Code follows project coding standards
  • Comments are clear and helpful
  • Documentation is updated
  • Tests are passing
  • Security compliance is maintained
  • Performance impact is acceptable
  • Breaking changes are documented
  • Changes are backward compatible

Additional Notes

Security Considerations

  • No sensitive data exposed
  • Security best practices followed
  • Compliance requirements met

Release Notes

Updated sample data for the year 2026 to ensure accuracy and relevance in political data analysis.

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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T10:22:40.783975+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

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github-actions bot commented Jan 12, 2026

Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

Snapshot Warnings

⚠️: No snapshots were found for the head SHA 9d07720.
Ensure that dependencies are being submitted on PR branches and consider enabling retry-on-snapshot-warnings. See the documentation for more information and troubleshooting advice.

Scanned Files

None

…mporal analysis

- Introduced new CSV files for behavioral clustering patterns and rebellion identification patterns, including various metrics for individuals.
- Added temporal analysis datasets covering upward and downward trends in attendance and ministry approval rates.
- Included cyclical patterns and anomaly detection datasets to enhance validation capabilities for temporal trends.
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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T10:59:34.188059+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

- Introduced test_5_1_power_brokers.csv for power broker identification with 61 entries.
- Added test_5_1_schema_check.csv for schema validation with headers only.
- Created test_5_2_coalition_facilitators.csv for coalition facilitator detection with headers only.
- Implemented test_4_1_resignation_prediction.csv for resignation risk prediction with 41 entries.
- Added test_4_1b_politician_risk_profiles.csv for multi-dimensional risk analysis with 46 entries.
- Introduced test_4_2_coalition_stress.csv for coalition stress prediction with 37 entries.
- Created validation-test-catalog.csv to document validation tests and their expected outcomes.
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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T12:35:15.015644+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

…cient calculation and updated distribution analysis
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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T13:32:32.524535+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T14:07:28.319642+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T14:24:33.673275+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

@pethers pethers merged commit fff8e10 into master Jan 12, 2026
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@pethers pethers deleted the data-update2026 branch January 12, 2026 16:48
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📊 JSON Schema Validation Results

Validation Summary:

  • ⏰ Generated: 2026-01-12T16:48:20.097731+00:00
  • 📋 Schemas Validated: 5
  • 📁 Sample Files Analyzed: 137
  • ⚠️ Total Mismatches: 125

Schema Status

Schema Fields Views Matched Mismatches Status
Politician 45 8 34 ⚠️ REVIEW
Party 42 11 39 ⚠️ REVIEW
Committee 26 10 24 ⚠️ REVIEW
Ministry 29 2 28 ⚠️ REVIEW
Intelligence 0 5 0 ✅ PASS

📄 Full Report: See uploaded artifacts for detailed validation report

ℹ️ Status: Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.

📄 Data-Validated Schemas: See *-schema-validated.md files for schemas matching actual data (125 mismatches documented).

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