motief

Sven Geboers f7d806dc3a fix(analysis): add Procrustes alignment and normalize vectors for drift computation SVD sign/rotation is arbitrary per window. Without alignment, drift was dominated by basis flips (~1.9/step max=2.0) rather than real political movement. - _procrustes_align_windows(): aligns each window to the previous using orthogonal Procrustes on common entities (scipy, falls back gracefully) - compute_trajectories(): builds aligned window dict before per-MP drift calc, adds normalize=True (L2-normalise) to remove cross-window magnitude differences caused by varying numbers of motions per quarter - Results now in sensible range: NSC=2.28, DENK=1.90, ... PVV=0.82, FVD=0.70 - NSC large late jump (1.39 in Q4→Q1 2026) matches its parliamentary fracture - Add outputs/trajectories_party_aligned.html with cleaned-up drift chart		1 month ago
analysis	fix(analysis): add Procrustes alignment and normalize vectors for drift computation	1 month ago
docs/admin	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
migrations	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
outputs	fix(analysis): add Procrustes alignment and normalize vectors for drift computation	1 month ago
pipeline	feat(analysis): fetch real MP metadata, fix anchor axis for party-level actors	1 month ago
scripts	fix(pipeline): fix API pagination, add skip_details fast path, bulk mp_votes insert	1 month ago
src/types	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
tests	feat(analysis): fetch real MP metadata, fix anchor axis for party-level actors	1 month ago
thoughts	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
tools	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
.drone.yml	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
.gitignore	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
.python-version	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
ARCHITECTURE.md	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
CODE_STYLE.md	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
Dockerfile	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
EMBEDDING_ANALYSIS.md	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
README.md	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
ai_provider.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
api_client.py	fix(pipeline): fix API pagination, add skip_details fast path, bulk mp_votes insert	1 month ago
app.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
config.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
database.py	feat(analysis): fetch real MP metadata, fix anchor axis for party-level actors	1 month ago
docker-compose.yml	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
fix_database.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
main.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
pyproject.toml	feat(pipeline): add orchestrator CLI, analysis modules, and ActorFractie ingestion	1 month ago
read.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
reset.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
scheduler.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
scraper.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
summarizer.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
test.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago
uv.lock	feat(pipeline): add orchestrator CLI, analysis modules, and ActorFractie ingestion	1 month ago
verify.py	feat(pipeline): implement parliamentary embedding pipeline MVP	1 month ago

README.md