Two related bugs fixed:
1. Label alignment: Removed static left_pole/right_pole from SVD_THEMES
entries. These labels assumed a fixed flip direction but could mismatch
with runtime flip computation, causing right-wing parties to appear on
the wrong side. Labels are now always derived from positive_pole,
negative_pole, and the runtime flip direction.
2. Score mismatch: Changed tijdtraject view for components 3-10 from
load_party_scores_all_windows_aligned() to load_party_scores_all_windows().
Procrustes alignment rotates the full 50-dim vector space to align
components 1-2, but this also transforms components 3-10, making their
scores incomparable with the single-window view. Per-window flip
computation already handles orientation alignment for these components.
Also updated svd_labels.py to prefer analysis.config as the canonical
source for SVD_THEMES, falling back to explorer only when config is
unavailable.
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_KEY with a fallback to OPENAI_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_TOKEN as 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 the webapps user)
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.
Sven Geboers
823df6f9ee