sgeboers
f96e804b67
- Re-ran generate_svd_json.py for current_parliament window (100 rows, 10 components) - Computed party centroid scores per axis from 150 matched MPs - Updated all 10 SVD_THEMES entries with accurate labels, Dutch explanations and correct positive/negative pole party attributions - Key findings: PC1=rechts-links, PC2=populistisch nationalisme vs mainstream, PC3=verzorgingsstaat vs bezuinigingen, PC6=klimaat & energie, PC8=Europese defensie-integratie - Added axis_analysis_data.json and party_svd_scores.json as analysis artifacts
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.