sgeboers
50fafeecf3
- Add scripts/motion_drift.py: analyzes SVD axis stability, semantic drift, and cross-ideological voting patterns across annual windows - Add analysis/motion_drift.py: core analysis functions with Procrustes alignment fallback using party-based sign consistency - Add matplotlib dependency for static chart generation - Add tests/test_motion_drift.py: 12 tests covering all analysis functions - Report output: markdown with embedded PNG charts Key findings from real data: - No axes are fully stable (>0.7) across 2019-2026 - All axes show moderate consistency (0.40-0.47) — stable within periods but flip between cabinet periods (2019/2022/2026 vs 2023/2024/2025) - Party voting analysis detects cross-ideological voting patterns
stemwijzer
A small project that uses QWEN embeddings for semantic features. The codebase includes an example Ansible package under packages/@ansible/example and helper scripts for deployment.
Embeddings
- This project uses QWEN embeddings (model:
qwen/qwen3-embedding-4b) via OpenRouter-compatible APIs. - Preferred environment variable:
OPENROUTER_API_KEYwith a fallback toOPENAI_API_KEY.
Publishing and deploying the Ansible package
- Package location:
packages/@ansible/example— this contains the Ansible playbooks and packaging used by CI. - To publish the package (CI): create a git tag for the version and provide
NPM_TOKENas a secret to the CI runner so it can publish to npm. - To deploy the package (CI): set the following repository secrets in your CI pipeline:
DEPLOY_HOST(default:motief.sgeboers.nl)DEPLOY_SSH_KEY(private key for thewebappsuser)DEPLOY_USER(default:webapps)
Defaults
- DEPLOY_HOST:
motief.sgeboers.nl - DEPLOY_USER:
webapps
See docs/deployment/ansible-package-deploy.md for more detailed deploy instructions and defaults.