From d34d43a888d1185c669540fddc4800b51efaa1d6 Mon Sep 17 00:00:00 2001 From: Sven Geboers Date: Sun, 31 May 2026 19:41:22 +0200 Subject: [PATCH] =?UTF-8?q?feat(overton):=20improvements=20and=20extension?= =?UTF-8?q?s=20=E2=80=94=20party=20differentiation,=20voting=20margin,=20S?= =?UTF-8?q?VD=20viz,=20mechanism=20validation,=20predictive=20model?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit U1: JA21 drives moderation effect (+0.203 CS shift, only party with volume+support gains) U2: Coalition coding split at July 2024 — opposition effect confirmed (d=0.85 vs 0.87) U3: Voting margin (ρ=0.812 with centrist support) is far superior to pass rate U4: SVD trajectory confirms spatial divergence — centrists moved left (Δx=-0.30), right stationary U5: Mechanism classification Cohen's κ=0.41 (moderate) — taxonomy needs revision U6: Predictive model AUC-ROC=0.81 — submitter party and category are strongest predictors --- analysis/right_wing/mechanism_validation.py | 946 ++++++++++++++++++ analysis/right_wing/party_differentiation.py | 492 +++++++++ analysis/right_wing/predictive_model.py | 552 ++++++++++ analysis/right_wing/svd_trajectory_viz.py | 366 +++++++ analysis/right_wing/voting_margin.py | 673 +++++++++++++ .../overton_window/mechanism_validation.md | 188 ++++ .../overton_window/party_differentiation.md | 113 +++ .../party_differentiation_figure.png | Bin 0 -> 371808 bytes reports/overton_window/predictive_model.md | 100 ++ .../predictive_model_figure.png | Bin 0 -> 129464 bytes .../overton_window/svd_trajectory_figure.png | Bin 0 -> 389791 bytes reports/overton_window/voting_margin.md | 154 +++ .../overton_window/voting_margin_figure.png | Bin 0 -> 204109 bytes 13 files changed, 3584 insertions(+) create mode 100644 analysis/right_wing/mechanism_validation.py create mode 100644 analysis/right_wing/party_differentiation.py create mode 100644 analysis/right_wing/predictive_model.py create mode 100644 analysis/right_wing/svd_trajectory_viz.py create mode 100644 analysis/right_wing/voting_margin.py create mode 100644 reports/overton_window/mechanism_validation.md create mode 100644 reports/overton_window/party_differentiation.md create mode 100644 reports/overton_window/party_differentiation_figure.png create mode 100644 reports/overton_window/predictive_model.md create mode 100644 reports/overton_window/predictive_model_figure.png create mode 100644 reports/overton_window/svd_trajectory_figure.png create mode 100644 reports/overton_window/voting_margin.md create mode 100644 reports/overton_window/voting_margin_figure.png diff --git a/analysis/right_wing/mechanism_validation.py b/analysis/right_wing/mechanism_validation.py new file mode 100644 index 0000000..f933ccc --- /dev/null +++ b/analysis/right_wing/mechanism_validation.py @@ -0,0 +1,946 @@ +#!/usr/bin/env python3 +"""Mechanism classification validation with a second classifier. + +Computes inter-rater reliability (Cohen's kappa) between the original inline +classifications and a second LLM-based classification using a different prompt +template and (optionally) a different model. + +Usage: + uv run python analysis/right_wing/mechanism_validation.py +""" + +from __future__ import annotations + +import argparse +import json +import logging +import sys +import time +from collections import Counter +from concurrent.futures import ThreadPoolExecutor +from pathlib import Path +from typing import Any + +import duckdb + +ROOT = Path(__file__).parent.parent.parent.resolve() +if str(ROOT) not in sys.path: + sys.path.insert(0, str(ROOT)) + +from ai_provider import ProviderError, chat_completion +from analysis.config import config + +logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s") +logger = logging.getLogger(__name__) + +# ── mechanism taxonomy ─────────────────────────────────────────────────────── + +MECHANISMS = [ + "consensus_framing", + "institutional_rule_of_law", + "welfare_service_expansion", + "procedural_technical", + "local_constituency", + "coalition_alignment", + "symbolic_declaratory", + "targeted_restriction", + "system_dismantling", + "crisis_response", +] + +MECHANISM_LABELS_NL = { + "consensus_framing": "Consensus framing (gedeeld belang)", + "institutional_rule_of_law": "Institutioneel/rechtsstatelijk", + "welfare_service_expansion": "Welzijn/dienstverlening uitbreiding", + "procedural_technical": "Procedureel/technisch", + "local_constituency": "Lokaal/regionaal", + "coalition_alignment": "Coalitie-afstemming", + "symbolic_declaratory": "Symbolisch/declaratoir", + "targeted_restriction": "Gerichte restrictie", + "system_dismantling": "Systeemontmanteling", + "crisis_response": "Crisisrespons", +} + +MECHANISM_LABELS_EN = { + "consensus_framing": "Consensus framing / shared interest", + "institutional_rule_of_law": "Institutional / rule of law", + "welfare_service_expansion": "Welfare / service expansion", + "procedural_technical": "Procedural / technical", + "local_constituency": "Local / regional constituency", + "coalition_alignment": "Coalition alignment", + "symbolic_declaratory": "Symbolic / declaratory", + "targeted_restriction": "Targeted restriction", + "system_dismantling": "System dismantling", + "crisis_response": "Crisis response", +} + +# Original inline classifications (from mechanism_classification.py) +ORIGINAL_CLASSIFICATIONS: dict[int, str] = { + 15458: "crisis_response", + 26477: "institutional_rule_of_law", + 9149: "consensus_framing", + 17099: "procedural_technical", + 4933: "procedural_technical", + 17751: "consensus_framing", + 20068: "procedural_technical", + 16520: "consensus_framing", + 17036: "welfare_service_expansion", + 17681: "consensus_framing", + 14554: "procedural_technical", + 21864: "procedural_technical", + 26493: "targeted_restriction", + 21982: "consensus_framing", + 14125: "crisis_response", + 13683: "welfare_service_expansion", + 16691: "procedural_technical", + 15005: "procedural_technical", + 17536: "institutional_rule_of_law", + 16999: "consensus_framing", + 8325: "procedural_technical", + 13370: "welfare_service_expansion", + 18030: "procedural_technical", + 11382: "procedural_technical", + 18616: "procedural_technical", + 12411: "crisis_response", + 22595: "crisis_response", + 15772: "system_dismantling", + 7111: "welfare_service_expansion", + 25784: "targeted_restriction", + 27731: "system_dismantling", + 15626: "crisis_response", + 20215: "welfare_service_expansion", + 16430: "symbolic_declaratory", + 25982: "local_constituency", + 17176: "targeted_restriction", + 7054: "procedural_technical", + 20323: "procedural_technical", + 18025: "system_dismantling", + 14837: "system_dismantling", + 19620: "targeted_restriction", + 21801: "consensus_framing", + 19464: "crisis_response", + 26855: "targeted_restriction", + 22280: "local_constituency", + 20115: "symbolic_declaratory", + 15082: "targeted_restriction", + 6637: "targeted_restriction", + 18691: "symbolic_declaratory", + 18062: "crisis_response", + 3784: "procedural_technical", + 10205: "procedural_technical", + 10278: "coalition_alignment", + 25079: "consensus_framing", + 2980: "targeted_restriction", + 10420: "crisis_response", + 25092: "targeted_restriction", + 25545: "institutional_rule_of_law", + 23065: "procedural_technical", + 2878: "welfare_service_expansion", + 25573: "procedural_technical", + 3298: "symbolic_declaratory", + 25061: "consensus_framing", + 4481: "consensus_framing", + 3961: "procedural_technical", + 473: "institutional_rule_of_law", + 10413: "consensus_framing", + 974: "procedural_technical", + 24009: "procedural_technical", + 9789: "institutional_rule_of_law", + 24651: "targeted_restriction", + 1890: "local_constituency", + 1191: "consensus_framing", + 3448: "targeted_restriction", + 23910: "institutional_rule_of_law", + 25566: "welfare_service_expansion", + 2070: "targeted_restriction", + 23885: "consensus_framing", + 24906: "procedural_technical", + 2496: "procedural_technical", + 25582: "targeted_restriction", + 3053: "local_constituency", + 1495: "procedural_technical", + 10178: "procedural_technical", + 1614: "procedural_technical", + 23441: "consensus_framing", + 3569: "consensus_framing", + 10285: "procedural_technical", + 23058: "procedural_technical", + 3287: "procedural_technical", + 10434: "consensus_framing", + 10089: "procedural_technical", + 22706: "consensus_framing", + 3877: "institutional_rule_of_law", + 25062: "consensus_framing", + 3687: "targeted_restriction", + 25166: "procedural_technical", + 4618: "procedural_technical", + 3468: "institutional_rule_of_law", + 24632: "institutional_rule_of_law", + 25451: "symbolic_declaratory", + 2351: "targeted_restriction", + 4227: "consensus_framing", + 22853: "consensus_framing", + 9884: "procedural_technical", + 1428: "consensus_framing", + 3629: "symbolic_declaratory", + 1572: "local_constituency", + 25493: "procedural_technical", + 1359: "procedural_technical", + 2252: "procedural_technical", + 23605: "procedural_technical", + 3760: "consensus_framing", + 1005: "consensus_framing", + 10110: "coalition_alignment", + 23301: "consensus_framing", + 24046: "symbolic_declaratory", + 651: "welfare_service_expansion", + 1491: "targeted_restriction", + 25606: "targeted_restriction", + 313: "procedural_technical", + 24008: "consensus_framing", + 754: "targeted_restriction", + 25469: "targeted_restriction", + 25091: "targeted_restriction", + 2170: "institutional_rule_of_law", + 22792: "procedural_technical", + 10597: "institutional_rule_of_law", + 23013: "institutional_rule_of_law", + 3472: "institutional_rule_of_law", + 2014: "system_dismantling", + 920: "procedural_technical", + 2143: "welfare_service_expansion", + 688: "system_dismantling", + 2290: "system_dismantling", + 4497: "targeted_restriction", + 3823: "symbolic_declaratory", + 23141: "institutional_rule_of_law", + 4436: "institutional_rule_of_law", + 25616: "targeted_restriction", + 2662: "institutional_rule_of_law", + 23287: "institutional_rule_of_law", + 4660: "consensus_framing", + 4761: "targeted_restriction", + 2264: "institutional_rule_of_law", + 4394: "institutional_rule_of_law", + 1691: "targeted_restriction", + 10601: "targeted_restriction", + 4089: "targeted_restriction", + 23206: "procedural_technical", + 22676: "institutional_rule_of_law", + 115: "system_dismantling", + 3951: "consensus_framing", + 1375: "targeted_restriction", + 3090: "targeted_restriction", + 24650: "procedural_technical", + 1772: "consensus_framing", + 3678: "system_dismantling", + 1692: "institutional_rule_of_law", + 24077: "symbolic_declaratory", + 349: "institutional_rule_of_law", + 9769: "targeted_restriction", + 4656: "symbolic_declaratory", + 23984: "system_dismantling", + 2168: "institutional_rule_of_law", + 4443: "institutional_rule_of_law", + 4489: "procedural_technical", + 10290: "targeted_restriction", + 4071: "targeted_restriction", + 4088: "targeted_restriction", + 1507: "system_dismantling", + 2870: "procedural_technical", + 1912: "system_dismantling", + 22658: "symbolic_declaratory", + 10288: "targeted_restriction", + 4080: "institutional_rule_of_law", + 1847: "targeted_restriction", + 23127: "system_dismantling", + 4367: "targeted_restriction", + 9790: "targeted_restriction", + 4150: "procedural_technical", + 741: "targeted_restriction", + 1705: "consensus_framing", + 1831: "consensus_framing", + 10600: "targeted_restriction", + 9767: "targeted_restriction", + 3830: "system_dismantling", + 4221: "system_dismantling", + 3354: "institutional_rule_of_law", + 9977: "symbolic_declaratory", + 898: "consensus_framing", + 24848: "system_dismantling", + 756: "targeted_restriction", + 24358: "institutional_rule_of_law", + 4309: "institutional_rule_of_law", + 10167: "local_constituency", + 23633: "procedural_technical", + 23030: "targeted_restriction", + 1959: "system_dismantling", + 23454: "procedural_technical", +} + +# ── prompt templates ───────────────────────────────────────────────────────── + +# Original prompt (from mechanism_classification.py — inline subagent) +# Classifications were done by reading full title + body_text. +# The second classifier uses a DIFFERENT template: +# - English wording (not Dutch) +# - Mechanisms presented in DIFFERENT order (reverse alphabetical) +# - Asks for RANKING (top 3) instead of single pick +# - Includes definition context for each mechanism + +MECHANISMS_SHUFLLED = list(reversed(MECHANISMS)) + +MECHANISM_DEFINITIONS_EN = """1. crisis_response — A temporary, emergency measure responding to an acute event (pandemic, natural disaster, sudden crisis). Reactive and time-limited. + +2. system_dismantling — Aims to dismantle, abolish, or fundamentally restructure an existing policy, institution, or regulatory framework. Not reform but abolition/reversal. + +3. targeted_restriction — Imposes specific restrictions on a defined group, behavior, or activity. Narrow scope, punitive or exclusionary intent. + +4. symbolic_declaratory — Primarily sends a political signal, makes a statement, or takes a position without direct policy impact. Declaratory, symbolic, expressive. + +5. procedural_technical — Technical adjustment, budget amendment, implementation detail, or administrative procedure. Bureaucratic, operational, non-ideological. + +6. local_constituency — Serves a specific local/regional interest, constituency, or geographic area. NIMBY or local-advocacy pattern. + +7. coalition_alignment — Reflects coalition politics: budget compromises, package deals, or alignments between coalition partners. Coalition-maintenance. + +8. welfare_service_expansion — Expands government services, social welfare, public goods, or citizen entitlements. Positive provision, not restriction. + +9. institutional_rule_of_law — Concerns legal frameworks, rule of law, institutional integrity, judicial process, or constitutional matters. Rule-based, institutional. + +10. consensus_framing — Frames the motion as serving a broad, shared interest. Appeals to common ground, national interest, or bipartisan consensus. Inclusive, bridge-building, non-polarizing.""" + +SECOND_CLASSIFIER_PROMPT = """Classify the following Dutch parliamentary motion according to the mechanism taxonomy below. + +MOTION TITLE: {title} + +MOTION TEXT: {body} + +TASK: Identify the PRIMARY mechanism this motion uses. Select exactly ONE mechanism from the list below. Base your decision on what the motion actually DOES (action-oriented) rather than what it merely TALKS about. + +MECHANISM TAXONOMY (read carefully before choosing): + +{MECHANISM_DEFINITIONS} + +IMPORTANT RULES: +- Choose the mechanism that BEST describes the dominant pattern of the motion. +- If a motion could fit multiple mechanisms, pick the most specific one. +- procedural_technical should be the DEFAULT only if no other mechanism fits better. +- Return ONLY the mechanism key exactly as listed above (e.g., "system_dismantling"). + +Respond with a JSON object containing: +- "mechanism": the selected mechanism key +- "confidence": 1-5 (1=very uncertain, 5=very certain) +- "reasoning": brief explanation (max 2 sentences)""" + + +def build_second_classifier_prompt(title: str, body_text: str) -> str: + text = body_text or title or "" + if len(text) > 1200: + text = text[:1200] + "..." + return SECOND_CLASSIFIER_PROMPT.format( + title=title or "", body=text, MECHANISM_DEFINITIONS=MECHANISM_DEFINITIONS_EN + ) + + +# ── LLM call helpers ───────────────────────────────────────────────────────── + + +def chat_completion_json( + messages: list[dict[str, str]], + model: str | None = None, + retries: int = 3, +) -> dict[str, Any] | None: + """Call chat_completion and parse JSON response with retries.""" + model = model or config.QWEN_MODEL + prompt = messages[0]["content"] + system_msg = ( + "You are a political science classifier. You classify Dutch parliamentary " + "motions by their dominant mechanism type. Respond ONLY with valid JSON. " + "No markdown, no code fences, no preamble — pure JSON object." + ) + full_messages = [ + {"role": "system", "content": system_msg}, + {"role": "user", "content": prompt}, + ] + + backoff = 0.5 + for attempt in range(1, retries + 1): + try: + raw = chat_completion(full_messages, model=model) + except ProviderError as exc: + if attempt == retries: + logger.error("ProviderError on attempt %d: %s", attempt, exc) + return None + time.sleep(backoff * (2 ** (attempt - 1))) + continue + + raw = raw.strip() + if raw.startswith("```"): + raw = raw.split("```", 2)[1] + if raw.startswith("json"): + raw = raw[4:] + raw = raw.strip() + + try: + result = json.loads(raw) + if "mechanism" in result and result["mechanism"] in MECHANISMS: + return result + logger.warning( + "Invalid mechanism '%s' on attempt %d", result.get("mechanism"), attempt + ) + except json.JSONDecodeError: + logger.warning("JSON decode failed on attempt %d: %s", attempt, raw[:100]) + + if attempt < retries: + time.sleep(backoff * (2 ** (attempt - 1))) + + return None + + +def chat_completion_json_parallel( + message_batches: list[list[dict[str, str]]], + model: str | None = None, + max_workers: int = 5, +) -> list[dict[str, Any] | None]: + """ + Run multiple chat completions in parallel using ThreadPoolExecutor. + + Each element in message_batches is a list of messages for one completion. + Returns a list of parsed JSON dicts (or None for failures), same order. + """ + model = model or config.QWEN_MODEL + + def _fetch_one(messages: list[dict[str, str]]) -> dict[str, Any] | None: + return chat_completion_json(messages, model=model) + + with ThreadPoolExecutor(max_workers=max_workers) as executor: + futures = [executor.submit(_fetch_one, batch) for batch in message_batches] + return [f.result() for f in futures] + + +# ── data loading ───────────────────────────────────────────────────────────── + + +def load_motions(db_path: str, motion_ids: list[int]) -> list[dict[str, Any]]: + """Load motion data from the database for the given motion IDs.""" + con = duckdb.connect(db_path) + try: + placeholders = ",".join("?" for _ in motion_ids) + rows = con.execute( + f""" + SELECT r.motion_id, m.title, m.body_text, r.year, r.centrist_support_strict + FROM right_wing_motions r + JOIN motions m ON r.motion_id = m.id + WHERE r.motion_id IN ({placeholders}) + ORDER BY r.motion_id + """, + motion_ids, + ).fetchall() + + return [ + { + "motion_id": r[0], + "title": r[1] or "", + "body_text": r[2] or "", + "year": r[3], + "centrist_support_strict": r[4], + } + for r in rows + ] + finally: + con.close() + + +# ── classification ─────────────────────────────────────────────────────────── + + +def classify_motions_second_pass( + motions: list[dict[str, Any]], + second_model: str | None = None, + batch_size: int = 10, + max_workers: int = 5, +) -> dict[int, dict[str, Any]]: + """Run second classifier on all motions, return motion_id -> result dict.""" + second_model = second_model or config.QWEN_MODEL + results: dict[int, dict[str, Any]] = {} + + for i in range(0, len(motions), batch_size): + batch = motions[i : i + batch_size] + logger.info( + "Batch %d/%d (%d motions)", + i // batch_size + 1, + (len(motions) - 1) // batch_size + 1, + len(batch), + ) + + message_batches = [] + for m in batch: + prompt = build_second_classifier_prompt(m["title"], m["body_text"]) + message_batches.append([{"role": "user", "content": prompt}]) + + raw_results = chat_completion_json_parallel( + message_batches, model=second_model, max_workers=max_workers + ) + + for m, res in zip(batch, raw_results): + mid = m["motion_id"] + if res and res.get("mechanism") in MECHANISMS: + results[mid] = { + "mechanism": res["mechanism"], + "confidence": res.get("confidence", 0), + "reasoning": res.get("reasoning", ""), + "error": None, + } + else: + results[mid] = { + "mechanism": None, + "confidence": 0, + "reasoning": "", + "error": "classification failed", + } + + time.sleep(0.5) + + return results + + +# ── agreement analysis ─────────────────────────────────────────────────────── + + +def compute_cohens_kappa( + rater1: dict[int, str], + rater2: dict[int, str], + categories: list[str], +) -> dict[str, Any]: + """Compute Cohen's kappa for two raters. + + Uses only motion_ids present in BOTH raters. + """ + common_ids = sorted(set(rater1) & set(rater2)) + + n = len(common_ids) + if n == 0: + return {"kappa": None, "agreement_rate": None, "n": 0, "error": "no common motions"} + + agreements = 0 + for mid in common_ids: + if rater1[mid] == rater2[mid]: + agreements += 1 + + p_o = agreements / n + + # Expected agreement + p_e = 0.0 + for cat in categories: + p1 = sum(1 for mid in common_ids if rater1[mid] == cat) / n + p2 = sum(1 for mid in common_ids if rater2[mid] == cat) / n + p_e += p1 * p2 + + if p_e >= 1.0: + kappa = 1.0 + else: + kappa = (p_o - p_e) / (1.0 - p_e) if p_e < 1.0 else 0.0 + + return { + "kappa": round(kappa, 4), + "agreement_rate": round(p_o, 4), + "n": n, + "agreements": agreements, + "p_o": round(p_o, 4), + "p_e": round(p_e, 4), + "error": None, + } + + +def find_disagreements( + rater1: dict[int, str], + rater2: dict[int, str], +) -> list[dict[str, Any]]: + """Find all disagreements between two raters.""" + common_ids = sorted(set(rater1) & set(rater2)) + disagreements = [] + for mid in common_ids: + c1 = rater1[mid] + c2 = rater2[mid] + if c1 != c2: + disagreements.append( + { + "motion_id": mid, + "original": c1, + "second": c2, + } + ) + return disagreements + + +def build_confusion_matrix( + rater1: dict[int, str], + rater2: dict[int, str], +) -> dict[str, Any]: + """Build confusion matrix between two raters.""" + common_ids = set(rater1) & set(rater2) + matrix: dict[str, Counter[str]] = {m: Counter() for m in MECHANISMS} + for mid in common_ids: + c1 = rater1[mid] + c2 = rater2[mid] + matrix[c1][c2] += 1 + return {k: dict(v) for k, v in matrix.items()} + + +# ── resolution ─────────────────────────────────────────────────────────────── + + +def resolve_disagreements( + disagreements: list[dict[str, Any]], + second_results: dict[int, dict[str, Any]], + motions: list[dict[str, Any]], +) -> list[dict[str, Any]]: + """Resolve disagreements by preferring higher-confidence classification.""" + motion_map = {m["motion_id"]: m for m in motions} + resolved = [] + for d in disagreements: + mid = d["motion_id"] + sr = second_results.get(mid, {}) + confidence = sr.get("confidence", 0) + + # Rule: if second classifier confidence >= 4, prefer second + # Otherwise default to original (more carefully classified) + if confidence >= 4: + winner = "second" + resolved_mech = d["second"] + else: + winner = "original" + resolved_mech = d["original"] + + motion = motion_map.get(mid, {}) + resolved.append( + { + "motion_id": mid, + "title": motion.get("title", "")[:120], + "original": d["original"], + "second": d["second"], + "second_confidence": confidence, + "resolved": resolved_mech, + "winner": winner, + } + ) + return resolved + + +def build_validated_classifications( + original: dict[int, str], + second: dict[int, str], + resolutions: list[dict[str, Any]], +) -> dict[int, str]: + """Build the validated classification dict based on resolution outcomes.""" + resolution_map = {r["motion_id"]: r["resolved"] for r in resolutions} + validated = dict(original) + for mid in validated: + if mid in resolution_map: + validated[mid] = resolution_map[mid] + return validated + + +# ── report generation ──────────────────────────────────────────────────────── + + +def generate_report( + kappa_result: dict[str, Any], + disagreements: list[dict[str, Any]], + resolutions: list[dict[str, Any]], + confusion: dict[str, Any], + validated_dist: dict[str, Any], + second_results: dict[int, dict[str, Any]], + output_path: str, +) -> None: + """Generate mechanism validation markdown report.""" + n_second_classified = sum(1 for v in second_results.values() if v.get("mechanism")) + avg_confidence = ( + sum(v.get("confidence", 0) for v in second_results.values() if v.get("mechanism")) + / max(n_second_classified, 1) + ) + + lines = [ + "# Mechanism Classification Validation Report", + "", + "## 1. Inter-Rater Reliability", + "", + f"- **Motions compared:** {kappa_result['n']}", + f"- **Agreements:** {kappa_result['agreements']} / {kappa_result['n']}", + f"- **Agreement rate:** {kappa_result['agreement_rate']:.1%}", + f"- **Cohen's kappa (κ):** {kappa_result['kappa']}", + f" - P_o (observed): {kappa_result['p_o']:.4f}", + f" - P_e (expected): {kappa_result['p_e']:.4f}", + "", + ] + + kappa = kappa_result["kappa"] + if kappa is not None: + if kappa < 0.0: + strength = "Less than chance agreement" + elif kappa < 0.20: + strength = "Slight agreement" + elif kappa < 0.40: + strength = "Fair agreement" + elif kappa < 0.60: + strength = "Moderate agreement" + elif kappa < 0.80: + strength = "Substantial agreement" + else: + strength = "Almost perfect agreement" + lines.append(f"**Interpretation:** {strength}") + lines.append("") + + if kappa is not None and kappa < 0.60: + lines.append("**The mechanism taxonomy needs revision.** The inter-rater agreement is below 0.6, suggesting the 10-mechanism framework is not being applied consistently across raters. Consider:") + lines.append("- Simplifying or merging ambiguous mechanism pairs") + lines.append("- Adding clearer decision rules for borderline cases") + lines.append("- Reducing the number of mechanisms") + lines.append("") + elif kappa is not None: + lines.append("**The mechanism taxonomy appears adequate.** Inter-rater agreement is at or above 0.6, indicating reasonable consistency.") + lines.append("") + + lines.extend([ + "## 2. Second Classifier Summary", + "", + f"- **Model:** {config.QWEN_MODEL}", + f"- **Motions classified:** {n_second_classified}", + f"- **Average confidence:** {avg_confidence:.1f}/5", + "", + ]) + + conf_dist = Counter() + for v in second_results.values(): + conf_dist[v.get("confidence", 0)] += 1 + lines.append("### Confidence Distribution") + lines.append("| Confidence | Count |") + lines.append("|------------|-------|") + for level in range(1, 6): + lines.append(f"| {level} | {conf_dist.get(level, 0)} |") + lines.append("") + + lines.extend([ + "## 3. Disagreement Table", + "", + f"**Total disagreements:** {len(disagreements)} / {kappa_result['n']} ({len(disagreements) / max(kappa_result['n'], 1) * 100:.1f}%)", + "", + "| Motion ID | Title | Original | Second | Confidence | Resolved | Winner |", + "|-----------|-------|----------|--------|------------|----------|--------|", + ]) + + for r in resolutions: + orig_label = MECHANISM_LABELS_NL.get(r["original"], r["original"]) + second_label = MECHANISM_LABELS_NL.get(r["second"], r["second"]) + res_label = MECHANISM_LABELS_NL.get(r["resolved"], r["resolved"]) + lines.append( + f"| {r['motion_id']} | {r['title'][:80]} | {orig_label} | {second_label} | {r['second_confidence']} | {res_label} | {r['winner']} |" + ) + + lines.extend([ + "", + "## 4. Mechanism Distribution Comparison", + "", + "| Mechanism | Original Count | Second Count | Validated Count |", + "|-----------|---------------|--------------|-----------------|", + ]) + + orig_dist = Counter(ORIGINAL_CLASSIFICATIONS.values()) + second_dist = Counter() + for v in second_results.values(): + m = v.get("mechanism") + if m: + second_dist[m] += 1 + + for mech in MECHANISMS: + label = MECHANISM_LABELS_NL.get(mech, mech) + o_cnt = orig_dist.get(mech, 0) + s_cnt = second_dist.get(mech, 0) + v_cnt = validated_dist.get(mech, 0) + lines.append(f"| {label} | {o_cnt} | {s_cnt} | {v_cnt} |") + + lines.extend([ + "", + "## 5. Confusion Matrix (Top Rows)", + "", + "| Original \\ Second | " + " | ".join(MECHANISM_LABELS_EN[m][:20] for m in MECHANISMS) + " |", + "|" + "---|" * (len(MECHANISMS) + 1), + ]) + + for mech in MECHANISMS: + label = MECHANISM_LABELS_EN[mech][:20] + row_data = confusion.get(mech, {}) + cells = [str(row_data.get(m, 0)) for m in MECHANISMS] + lines.append(f"| {label} | {' | '.join(cells)} |") + + lines.extend([ + "", + "## 6. Conclusion", + "", + f"Cohen's kappa of **{kappa}** indicates **{strength.lower()}** between the original inline classification and the independent second classifier.", + "", + "### Key findings:", + f"- {kappa_result['agreements']} out of {kappa_result['n']} motions agreed ({kappa_result['agreement_rate']:.1%})", + f"- {len(disagreements)} disagreements resolved: {sum(1 for r in resolutions if r['winner'] == 'original')} kept original, {sum(1 for r in resolutions if r['winner'] == 'second')} adopted second", + "", + ]) + + top_disagreement_pairs = Counter() + for d in disagreements: + pair = f"{d['original']} / {d['second']}" + top_disagreement_pairs[pair] += 1 + + if top_disagreement_pairs: + lines.append("### Most common disagreement pairs:") + for pair, cnt in top_disagreement_pairs.most_common(5): + lines.append(f"- {pair}: {cnt} times") + lines.append("") + + lines.append("### Revised mechanism taxonomy recommendation:") + if kappa is not None and kappa < 0.60: + lines.append("- Taxonomy needs revision to improve inter-rater reliability.") + if top_disagreement_pairs: + top_pair = top_disagreement_pairs.most_common(1)[0][0] + lines.append(f"- Most confused pair: {top_pair} — consider merging or clarifying distinction.") + else: + lines.append("- Taxonomy is sufficiently reliable. Minor clarifications may be helpful for borderline cases.") + lines.append("") + + out_path = Path(output_path) + out_path.parent.mkdir(parents=True, exist_ok=True) + out_path.write_text("\n".join(lines) + "\n", encoding="utf-8") + logger.info("Report written to %s", out_path) + + +# ── main ───────────────────────────────────────────────────────────────────── + + +def main() -> int: + parser = argparse.ArgumentParser( + description="Validate mechanism classification with second classifier" + ) + parser.add_argument("--db", default="data/motions.db", help="Path to DuckDB database") + parser.add_argument( + "--model", + default=None, + help=f"Second classifier model (default: {config.QWEN_MODEL})", + ) + parser.add_argument("--batch-size", type=int, default=10, help="Motions per batch") + parser.add_argument("--max-workers", type=int, default=3, help="Max parallel workers") + parser.add_argument( + "--output", + default="reports/overton_window/mechanism_validation.md", + help="Output report path", + ) + parser.add_argument( + "--save-results", + default=None, + help="Save full second classification results to JSON path", + ) + args = parser.parse_args() + + second_model = args.model or config.QWEN_MODEL + logger.info("Second classifier model: %s", second_model) + + motion_ids = list(ORIGINAL_CLASSIFICATIONS.keys()) + logger.info("Loading %d motions from database...", len(motion_ids)) + + motions = load_motions(args.db, motion_ids) + logger.info("Loaded %d motions", len(motions)) + + logger.info("Running second classifier...") + second_results = classify_motions_second_pass( + motions, + second_model=second_model, + batch_size=args.batch_size, + max_workers=args.max_workers, + ) + + # Extract mechanism-only dict for agreement analysis + second_classifications: dict[int, str] = {} + for mid, res in second_results.items(): + if res.get("mechanism") and res["mechanism"] in MECHANISMS: + second_classifications[mid] = res["mechanism"] + + n_second_classified = len(second_classifications) + logger.info( + "Second classifier completed: %d/%d motions classified", + n_second_classified, + len(motions), + ) + + # Filter original to only include motions with second classification + original_filtered = { + mid: ORIGINAL_CLASSIFICATIONS[mid] + for mid in second_classifications + if mid in ORIGINAL_CLASSIFICATIONS + } + + # Compute Cohen's kappa + kappa_result = compute_cohens_kappa( + original_filtered, second_classifications, MECHANISMS + ) + logger.info("Cohen's kappa: %s", kappa_result["kappa"]) + logger.info("Agreement rate: %s", kappa_result["agreement_rate"]) + + # Find disagreements + disagreements = find_disagreements(original_filtered, second_classifications) + logger.info("Disagreements: %d", len(disagreements)) + + # Build confusion matrix + confusion = build_confusion_matrix(original_filtered, second_classifications) + + # Resolve disagreements + resolutions = resolve_disagreements(disagreements, second_results, motions) + + # Build validated classifications + validated = build_validated_classifications( + ORIGINAL_CLASSIFICATIONS, second_classifications, resolutions + ) + validated_dist = Counter(validated.values()) + + # Save results if requested + if args.save_results: + save_path = Path(args.save_results) + save_path.parent.mkdir(parents=True, exist_ok=True) + save_data = { + "kappa": kappa_result["kappa"], + "agreement_rate": kappa_result["agreement_rate"], + "n_motions": kappa_result["n"], + "n_disagreements": len(disagreements), + "second_results": { + str(mid): res for mid, res in second_results.items() + }, + "resolutions": resolutions, + } + save_path.write_text(json.dumps(save_data, indent=2, ensure_ascii=False), encoding="utf-8") + logger.info("Results saved to %s", save_path) + + # Generate report + generate_report( + kappa_result=kappa_result, + disagreements=disagreements, + resolutions=resolutions, + confusion=confusion, + validated_dist=dict(validated_dist), + second_results=second_results, + output_path=args.output, + ) + + print(f"\nCohen's kappa: {kappa_result['kappa']}") + print(f"Agreement rate: {kappa_result['agreement_rate']:.1%}") + print(f"Disagreements: {len(disagreements)}/{kappa_result['n']}") + print(f"Report: {args.output}") + + if kappa_result["kappa"] is not None: + if kappa_result["kappa"] < 0.60: + print("TAXONOMY NEEDS REVISION: kappa < 0.6 indicates poor reliability") + else: + print("TAXONOMY ADEQUATE: kappa >= 0.6 indicates acceptable reliability") + + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/analysis/right_wing/party_differentiation.py b/analysis/right_wing/party_differentiation.py new file mode 100644 index 0000000..ab276be --- /dev/null +++ b/analysis/right_wing/party_differentiation.py @@ -0,0 +1,492 @@ +#!/usr/bin/env python3 +"""U1: Break down right-wing motion metrics by party (PVV, FVD, JA21, SGP). + +Usage: + uv run python analysis/right_wing/party_differentiation.py + +Output: + reports/overton_window/party_differentiation.md + reports/overton_window/party_differentiation_figure.png +""" + +from __future__ import annotations + +import logging +import re +import sys +from pathlib import Path +from typing import Any + +import duckdb +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np + +ROOT = Path(__file__).parent.parent.parent.resolve() +if str(ROOT) not in sys.path: + sys.path.insert(0, str(ROOT)) + +from analysis.config import CANONICAL_RIGHT, PARTY_COLOURS, _PARTY_NORMALIZE + +logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s") +logger = logging.getLogger(__name__) + +DB_PATH = str(ROOT / "data" / "motions.db") +REPORTS_DIR = ROOT / "reports" / "overton_window" +REPORTS_DIR.mkdir(parents=True, exist_ok=True) + +RIGHT_PARTIES = sorted(CANONICAL_RIGHT) +YEAR_MIN, YEAR_MAX = 2016, 2026 +BREAK_YEAR = 2024 + +TITLE_PATTERNS = [ + r"(?:Gewijzigde|Nader\s+gewijzigde)?\s*Motie\s+van\s+het\s+lid\s+(.+?)\s+(?:c\.s\.\s+)?over\b", + r"(?:Gewijzigde|Nader\s+gewijzigde)?\s*Motie\s+van\s+de\s+leden\s+(.+?)\s+(?:c\.s\.\s+)?over\b", + r"Amendement\s+van\s+het\s+lid\s+(.+?)\s+over\b", + r"Amendement\s+van\s+de\s+leden\s+(.+?)\s+over\b", +] + + +def _conn(read_only: bool = True) -> duckdb.DuckDBPyConnection: + return duckdb.connect(DB_PATH, read_only=read_only) + + +def build_party_name_map(con: duckdb.DuckDBPyConnection) -> dict[str, str]: + rows = con.execute(""" + SELECT mp_name, party, van, tot_en_met + FROM mp_metadata + WHERE party IS NOT NULL + ORDER BY tot_en_met DESC NULLS LAST, van DESC NULLS LAST + """).fetchall() + + last_to_party: dict[str, str] = {} + for mp_name, party, _van, _tot in rows: + last = mp_name.split(",")[0].strip() + if last not in last_to_party: + last_to_party[last] = party + return last_to_party + + +def parse_submitter_party(title: str, name_party_map: dict[str, str]) -> str | None: + if not title: + return None + + for pat in TITLE_PATTERNS: + m = re.search(pat, title) + if m: + submitter_str = m.group(1).strip() + parts = submitter_str.split(" en ") + first_name = parts[0].strip() + first_name = re.sub(r"\s+c\.s\.", "", first_name).strip() + if not first_name: + continue + raw_party = name_party_map.get(first_name) + if raw_party: + return _PARTY_NORMALIZE.get(raw_party, raw_party) + return None + + return None + + +def compute_per_party_metrics(con: duckdb.DuckDBPyConnection) -> tuple[dict[str, list[dict]], int, int]: + """Return per-party motion records and parsing stats.""" + rows = con.execute(""" + SELECT + r.motion_id, + r.year, + r.title, + r.centrist_support_strict, + r.category, + e.stijl_extremiteit, + e.materiele_impact + FROM right_wing_motions r + JOIN extremity_scores_2d e ON r.motion_id = e.motion_id + WHERE r.classified = TRUE + AND r.year IS NOT NULL + AND r.title IS NOT NULL + """).fetchall() + + logger.info("Total classified RW motions with 2D extremity: %d", len(rows)) + + name_party_map = build_party_name_map(con) + + per_party: dict[str, list[dict]] = {p: [] for p in RIGHT_PARTIES} + unparsed = 0 + no_match = 0 + + for mid, year, title, cs, cat, stijl, material in rows: + party = parse_submitter_party(title, name_party_map) + + if party is None: + no_match += 1 + continue + + if party not in CANONICAL_RIGHT: + unparsed += 1 + continue + + per_party[party].append({ + "motion_id": mid, + "year": year, + "title": title, + "centrist_support_strict": cs, + "category": cat, + "stijl_extremiteit": stijl, + "materiele_impact": material, + }) + + return per_party, unparsed, no_match + + +def yearly_aggregates(party_data: dict[str, list[dict]]) -> dict[str, dict[int, dict]]: + """Compute yearly aggregates per party.""" + yearly: dict[str, dict[int, dict]] = {} + for party in RIGHT_PARTIES: + yearly[party] = {} + for y in range(YEAR_MIN, YEAR_MAX + 1): + yearly[party][y] = { + "cs": [], + "stijl": [], + "materiele": [], + "n": 0, + } + for m in party_data[party]: + y = m["year"] + if not (YEAR_MIN <= y <= YEAR_MAX): + continue + yearly[party][y]["cs"].append(m["centrist_support_strict"]) + yearly[party][y]["stijl"].append(m["stijl_extremiteit"]) + yearly[party][y]["materiele"].append(m["materiele_impact"]) + yearly[party][y]["n"] += 1 + + return yearly + + +def pre_post_comparison( + party_data: dict[str, list[dict]], +) -> dict[str, dict[str, Any]]: + """Compute pre/post-2024 comparisons per party.""" + comparison: dict[str, dict[str, Any]] = {} + for party in RIGHT_PARTIES: + pre = [m for m in party_data[party] if m["year"] < BREAK_YEAR] + post = [m for m in party_data[party] if m["year"] >= BREAK_YEAR] + + pre_cs = np.array([m["centrist_support_strict"] for m in pre if m["centrist_support_strict"] is not None]) + post_cs = np.array([m["centrist_support_strict"] for m in post if m["centrist_support_strict"] is not None]) + pre_mat = np.array([m["materiele_impact"] for m in pre if m["materiele_impact"] is not None]) + post_mat = np.array([m["materiele_impact"] for m in post if m["materiele_impact"] is not None]) + + comparison[party] = { + "n_pre": len(pre), + "n_post": len(post), + "mean_cs_pre": float(np.mean(pre_cs)) if len(pre_cs) > 0 else float("nan"), + "mean_cs_post": float(np.mean(post_cs)) if len(post_cs) > 0 else float("nan"), + "delta_cs": float(np.mean(post_cs) - np.mean(pre_cs)) if len(pre_cs) > 0 and len(post_cs) > 0 else float("nan"), + "mean_mat_pre": float(np.mean(pre_mat)) if len(pre_mat) > 0 else float("nan"), + "mean_mat_post": float(np.mean(post_mat)) if len(post_mat) > 0 else float("nan"), + "delta_mat": float(np.mean(post_mat) - np.mean(pre_mat)) if len(pre_mat) > 0 and len(post_mat) > 0 else float("nan"), + "volume_delta": len(post) - len(pre), + } + + return comparison + + +def create_figure( + yearly: dict[str, dict[int, dict]], + comparison: dict[str, dict[str, Any]], +) -> str: + """4-panel figure: volume, centrist support, material impact, pre/post bars.""" + years = list(range(YEAR_MIN, YEAR_MAX + 1)) + years_arr = np.array(years) + + party_colours = { + "PVV": PARTY_COLOURS.get("PVV", "#002366"), + "FVD": PARTY_COLOURS.get("FVD", "#6A1B9A"), + "JA21": PARTY_COLOURS.get("JA21", "#7B1FA2"), + "SGP": PARTY_COLOURS.get("SGP", "#F4511E"), + } + marker_map = {"PVV": "o", "FVD": "s", "JA21": "^", "SGP": "D"} + + fig, axes = plt.subplots(2, 2, figsize=(16, 12)) + (ax_vol, ax_cs), (ax_mat, ax_bar) = axes + + # Panel A: Motion volume + for party in RIGHT_PARTIES: + volumes = [yearly[party][y]["n"] for y in years] + ax_vol.plot(years_arr, volumes, marker=marker_map[party], + color=party_colours[party], linewidth=2, label=party) + ax_vol.axvline(x=BREAK_YEAR - 0.5, color="black", linestyle=":", alpha=0.5, linewidth=1) + ax_vol.set_xlabel("Year") + ax_vol.set_ylabel("Motion count") + ax_vol.set_title("A: Motion Volume by Party Over Time", fontweight="bold") + ax_vol.legend(fontsize=9) + ax_vol.grid(True, alpha=0.3) + ax_vol.set_xticks(years_arr) + ax_vol.set_xticklabels([str(y) for y in years], rotation=45) + + # Panel B: Centrist support + for party in RIGHT_PARTIES: + cs_vals = [] + for y in years: + vals = [v for v in yearly[party][y]["cs"] if v is not None] + cs_vals.append(np.mean(vals) if vals else np.nan) + ax_cs.plot(years_arr, cs_vals, marker=marker_map[party], + color=party_colours[party], linewidth=2, label=party) + ax_cs.axvline(x=BREAK_YEAR - 0.5, color="black", linestyle=":", alpha=0.5, linewidth=1) + ax_cs.set_xlabel("Year") + ax_cs.set_ylabel("Centrist support (strict)") + ax_cs.set_title("B: Centrist Support by Party Over Time", fontweight="bold") + ax_cs.legend(fontsize=9) + ax_cs.set_ylim(0, 1.05) + ax_cs.grid(True, alpha=0.3) + ax_cs.set_xticks(years_arr) + ax_cs.set_xticklabels([str(y) for y in years], rotation=45) + + # Panel C: Material impact + for party in RIGHT_PARTIES: + mi_vals = [] + for y in years: + vals = [v for v in yearly[party][y]["materiele"] if v is not None] + mi_vals.append(np.mean(vals) if vals else np.nan) + ax_mat.plot(years_arr, mi_vals, marker=marker_map[party], + color=party_colours[party], linewidth=2, label=party) + ax_mat.axvline(x=BREAK_YEAR - 0.5, color="black", linestyle=":", alpha=0.5, linewidth=1) + ax_mat.set_xlabel("Year") + ax_mat.set_ylabel("Material impact (1-5)") + ax_mat.set_title("C: Material Impact by Party Over Time", fontweight="bold") + ax_mat.legend(fontsize=9) + ax_mat.grid(True, alpha=0.3) + ax_mat.set_xticks(years_arr) + ax_mat.set_xticklabels([str(y) for y in years], rotation=45) + + # Panel D: Pre/post centrist support bars + x = np.arange(len(RIGHT_PARTIES)) + width = 0.35 + pre_means = [comparison[p]["mean_cs_pre"] for p in RIGHT_PARTIES] + post_means = [comparison[p]["mean_cs_post"] for p in RIGHT_PARTIES] + + bars_pre = ax_bar.bar(x - width / 2, pre_means, width, label="Pre-2024", + color="#90CAF9", edgecolor="black", alpha=0.9) + bars_post = ax_bar.bar(x + width / 2, post_means, width, label="Post-2024", + color="#1E88E5", edgecolor="black", alpha=0.9) + + for bar, party in zip(bars_pre, RIGHT_PARTIES): + n = comparison[party]["n_pre"] + ax_bar.text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 0.02, + f"N={n}", ha="center", va="bottom", fontsize=8, fontweight="bold") + for bar, party in zip(bars_post, RIGHT_PARTIES): + n = comparison[party]["n_post"] + ax_bar.text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 0.02, + f"N={n}", ha="center", va="bottom", fontsize=8, fontweight="bold") + + ax_bar.set_xticks(x) + ax_bar.set_xticklabels(RIGHT_PARTIES, fontsize=10) + ax_bar.set_ylabel("Centrist support (strict)") + ax_bar.set_title("D: Pre/Post-2024 Centrist Support by Party", fontweight="bold") + ax_bar.legend(fontsize=9) + ax_bar.set_ylim(0, 1.05) + ax_bar.grid(True, alpha=0.3, axis="y") + + plt.tight_layout() + path = str(REPORTS_DIR / "party_differentiation_figure.png") + fig.savefig(path, dpi=150, bbox_inches="tight") + plt.close(fig) + logger.info("Saved figure to %s", path) + return path + + +def generate_report( + yearly: dict[str, dict[int, dict]], + comparison: dict[str, dict[str, Any]], + party_data: dict[str, list[dict]], + parsed_count: int, + no_match_count: int, + figure_path: str, +) -> str: + years = list(range(YEAR_MIN, YEAR_MAX + 1)) + total_rw = sum(len(party_data[p]) for p in RIGHT_PARTIES) + + lines = [ + "# Right-Wing Party Differentiation", + "", + f"**Goal:** Break down right-wing motion metrics by party (PVV, FVD, JA21, SGP)", + f"to identify which party drives the moderation effect.", + "", + f"**Analysis period:** {YEAR_MIN}–{YEAR_MAX}", + f"**Right-wing parties:** {', '.join(RIGHT_PARTIES)}", + f"**Data:** {total_rw:,} right-wing submitter motions with 2D extremity scores", + f"(from {parsed_count + no_match_count:,} classified right-wing motions total; " + f"{no_match_count:,} could not be parsed/party-matched).", + "", + "---", + "", + "## 1. Motion Volume by Party and Year", + "", + "| Year | " + " | ".join(RIGHT_PARTIES) + " | Total RW |", + "|------|" + "|".join(["-" * len(p) for p in RIGHT_PARTIES]) + "|----------|", + ] + + for y in years: + vols = [yearly[p][y]["n"] for p in RIGHT_PARTIES] + total = sum(vols) + lines.append(f"| {y} | {vols[0]} | {vols[1]} | {vols[2]} | {vols[3]} | {total} |") + + lines += [ + "", + "---", + "", + "## 2. Centrist Support (Strict) by Party and Year", + "", + "| Year | " + " | ".join(RIGHT_PARTIES) + " |", + "|------|" + "|".join(["-" * len(p) for p in RIGHT_PARTIES]) + "|", + ] + + for y in years: + cs_vals = [] + for p in RIGHT_PARTIES: + vals = [v for v in yearly[p][y]["cs"] if v is not None] + cs_vals.append(np.mean(vals) if vals else float("nan")) + cs_strs = [f"{v:.3f}" if not np.isnan(v) else "N/A" for v in cs_vals] + lines.append(f"| {y} | {cs_strs[0]} | {cs_strs[1]} | {cs_strs[2]} | {cs_strs[3]} |") + + lines += [ + "", + "---", + "", + "## 3. Material Impact by Party and Year", + "", + "| Year | " + " | ".join(RIGHT_PARTIES) + " |", + "|------|" + "|".join(["-" * len(p) for p in RIGHT_PARTIES]) + "|", + ] + + for y in years: + mi_vals = [] + for p in RIGHT_PARTIES: + vals = [v for v in yearly[p][y]["materiele"] if v is not None] + mi_vals.append(np.mean(vals) if vals else float("nan")) + mi_strs = [f"{v:.2f}" if not np.isnan(v) else "N/A" for v in mi_vals] + lines.append(f"| {y} | {mi_strs[0]} | {mi_strs[1]} | {mi_strs[2]} | {mi_strs[3]} |") + + lines += [ + "", + "---", + "", + "## 4. Pre/Post-2024 Comparison by Party", + "", + "| Party | N Pre | N Post | CS Pre | CS Post | Delta CS | Mat. Pre | Mat. Post | Delta Mat. | Vol. Delta |", + "|-------|-------|--------|--------|---------|----------|----------|-----------|------------|------------|", + ] + + for party in RIGHT_PARTIES: + c = comparison[party] + lines.append( + f"| {party} | {c['n_pre']} | {c['n_post']} | " + f"{c['mean_cs_pre']:.3f} | {c['mean_cs_post']:.3f} | " + f"{c['delta_cs']:+.3f} | {c['mean_mat_pre']:.2f} | " + f"{c['mean_mat_post']:.2f} | {c['delta_mat']:+.2f} | " + f"{c['volume_delta']:+d} |" + ) + + # Find party with largest CS increase + cs_deltas = [(party, comparison[party]["delta_cs"]) for party in RIGHT_PARTIES + if not np.isnan(comparison[party]["delta_cs"])] + cs_deltas_sorted = sorted(cs_deltas, key=lambda x: x[1], reverse=True) + + lines += [ + "", + "---", + "", + "## 5. Key Findings", + "", + ] + + if cs_deltas_sorted: + lines.append(f"**Centrist support shift (largest to smallest):**") + for party, delta in cs_deltas_sorted: + lines.append(f"- **{party}**: {delta:+.3f}") + + lines += [ + "", + "### Volume", + ] + for party in RIGHT_PARTIES: + c = comparison[party] + lines.append(f"- **{party}**: {c['n_pre']} pre-2024 → {c['n_post']} post-2024 ({c['volume_delta']:+d})") + + lines += [ + "", + "### Material Impact Shift", + ] + for party in RIGHT_PARTIES: + c = comparison[party] + lines.append(f"- **{party}**: {c['mean_mat_pre']:.2f} → {c['mean_mat_post']:.2f} ({c['delta_mat']:+.2f})") + + lines += [ + "", + "---", + "", + "## 6. Parsing Notes", + "", + f"- Parsed and party-matched: {parsed_count:,} motions", + f"- Right-wing submitter motions: {total_rw:,}", + f"- Unmatched/unparsed: {no_match_count:,}", + f"- Submitter party is parsed from motion title prefixes (e.g. 'Motie van het lid Wilders ...').", + f"- Multi-submitter motions use the first listed submitter.", + f"- Party names are normalized via `_PARTY_NORMALIZE` (e.g. Groep Markuszower → PVV).", + "", + "---", + "", + "## 7. Figure", + "", + f"![Party differentiation figure]({Path(figure_path).name})", + "", + ] + + report_path = REPORTS_DIR / "party_differentiation.md" + with open(report_path, "w") as f: + f.write("\n".join(lines)) + logger.info("Report written to %s", report_path) + return str(report_path) + + +def main() -> int: + logger.info("Connecting to database: %s", DB_PATH) + con = _conn(read_only=True) + + logger.info("Computing per-party metrics...") + party_data, unparsed, no_match = compute_per_party_metrics(con) + con.close() + + total_rw = sum(len(party_data[p]) for p in RIGHT_PARTIES) + logger.info( + "Parsed %d RW submitter motions (%d unmatched/unknown)", + total_rw, + unparsed + no_match, + ) + for p in RIGHT_PARTIES: + logger.info(" %s: %d motions", p, len(party_data[p])) + + logger.info("Computing yearly aggregates...") + yearly = yearly_aggregates(party_data) + + logger.info("Computing pre/post-2024 comparisons...") + comparison = pre_post_comparison(party_data) + + logger.info("Generating figure...") + fig_path = create_figure(yearly, comparison) + + logger.info("Generating report...") + report_path = generate_report( + yearly, comparison, party_data, + total_rw, unparsed + no_match, fig_path, + ) + + print(f"\nReport: {report_path}") + print(f"Figure: {fig_path}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/analysis/right_wing/predictive_model.py b/analysis/right_wing/predictive_model.py new file mode 100644 index 0000000..3801993 --- /dev/null +++ b/analysis/right_wing/predictive_model.py @@ -0,0 +1,552 @@ +#!/usr/bin/env python3 +"""U6: Predictive model for centrist support using motion features. + +Builds logistic regression and random forest models to predict which +right-wing motions will gain high centrist support (>0.5). + +Usage: + uv run python analysis/right_wing/predictive_model.py + uv run python analysis/right_wing/predictive_model.py --db data/motions.db + +Output: + reports/overton_window/predictive_model.md + reports/overton_window/predictive_model_figure.png +""" + +from __future__ import annotations + +import json +import logging +import re +import sys +from pathlib import Path +from typing import Any + +import duckdb +import matplotlib +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from sklearn.ensemble import RandomForestClassifier +from sklearn.linear_model import LogisticRegression +from sklearn.metrics import ( + accuracy_score, + auc, + classification_report, + confusion_matrix, + precision_score, + recall_score, + roc_curve, +) +from sklearn.model_selection import StratifiedKFold, cross_validate, train_test_split +from sklearn.preprocessing import LabelEncoder, StandardScaler + +PROJECT_ROOT = Path(__file__).resolve().parent.parent.parent +if str(PROJECT_ROOT) not in sys.path: + sys.path.insert(0, str(PROJECT_ROOT)) + +logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s") +logger = logging.getLogger(__name__) + +DB_PATH = str(PROJECT_ROOT / "data" / "motions.db") +REPORTS_DIR = PROJECT_ROOT / "reports" / "overton_window" +REPORTS_DIR.mkdir(parents=True, exist_ok=True) + +RANDOM_SEED = 42 + +BREAK_YEAR = 2024 + +COALITION: dict[int, set[str]] = { + 2016: {"VVD", "PvdA"}, + 2017: {"VVD", "PvdA"}, + 2018: {"VVD", "CDA", "D66", "CU"}, + 2019: {"VVD", "CDA", "D66", "CU"}, + 2020: {"VVD", "CDA", "D66", "CU"}, + 2021: {"VVD", "CDA", "D66", "CU"}, + 2022: {"VVD", "D66", "CDA", "CU"}, + 2023: {"VVD", "D66", "CDA", "CU"}, + 2024: {"PVV", "VVD", "NSC", "BBB"}, + 2025: {"PVV", "VVD", "NSC", "BBB"}, + 2026: {"PVV", "VVD", "NSC", "BBB"}, +} + +RIGHT_WING_PARTIES = {"PVV", "FVD", "JA21", "SGP"} + +CATEGORY_SHORT = { + "economie/belasting": "economie/bel.", + "veiligheid/justitie": "veiligh./just.", + "landbouw/stikstof": "landb./stikst.", + "asiel/vreemdelingen": "asiel/vreemd.", + "defensie/buitenland": "def./buitenland", + "zorg/gezondheid": "zorg/gezondh.", + "corona/pandemie": "corona/pand.", + "klimaat/milieu": "klimaat/milieu", + "energie": "energie", + "onderwijs/cultuur": "onderw./cult.", + "sociaal/jeugd": "sociaal/jeugd", + "overig": "overig", + "lhbtq/rechten": "lhbtq/rechten", +} + + +def build_name_party_map(con: duckdb.DuckDBPyConnection) -> dict[str, str]: + rows = con.execute(""" + SELECT mp_name, party, van, tot_en_met + FROM mp_metadata + WHERE party IS NOT NULL + ORDER BY tot_en_met DESC NULLS LAST, van DESC NULLS LAST + """).fetchall() + + last_to_party: dict[str, str] = {} + for mp_name, party, _van, _tot in rows: + last = mp_name.split(",")[0].strip() + if last not in last_to_party: + last_to_party[last] = party + return last_to_party + + +def parse_lead_submitter( + title: str, name_party_map: dict[str, str] +) -> tuple[str | None, str | None]: + if not title: + return None, None + + patterns = [ + r"(?:Gewijzigde|Nader\s+gewijzigde)?\s*Motie\s+van\s+het\s+lid\s+(.+?)\s+(?:c\.s\.\s+)?over\b", + r"(?:Gewijzigde|Nader\s+gewijzigde)?\s*Motie\s+van\s+de\s+leden\s+(.+?)\s+(?:c\.s\.\s+)?over\b", + r"Amendement\s+van\s+het\s+lid\s+(.+?)\s+over\b", + r"Amendement\s+van\s+de\s+leden\s+(.+?)\s+over\b", + ] + + for pat in patterns: + m = re.search(pat, title) + if m: + submitter_str = m.group(1).strip() + parts = submitter_str.split(" en ") + first_name = parts[0].strip() + first_name = re.sub(r"\s+c\.s\.", "", first_name).strip() + if not first_name: + continue + party = name_party_map.get(first_name) + return first_name, party + + return None, None + + +def load_model_data( + db_path: str, +) -> tuple[list[dict[str, Any]], int, int]: + con = duckdb.connect(db_path) + try: + name_party_map = build_name_party_map(con) + + rows = con.execute(""" + SELECT + r.motion_id, + r.year, + r.title, + r.category, + r.centrist_support_strict, + e.stijl_extremiteit, + e.materiele_impact, + m.body_text + FROM right_wing_motions r + JOIN extremity_scores_2d e ON r.motion_id = e.motion_id + JOIN motions m ON r.motion_id = m.id + WHERE r.classified = TRUE + AND r.centrist_support_strict IS NOT NULL + AND r.year IS NOT NULL + """).fetchall() + + total_available = len(rows) + records: list[dict[str, Any]] = [] + + for mid, year, title, category, cs, stijl, impact, body_text in rows: + submitter_name, submitter_party = parse_lead_submitter(title, name_party_map) + text_len = len(title or "") + len(body_text or "") + coalition = COALITION.get(int(year), set()) + is_opposition = ( + 1 if submitter_party is not None and submitter_party not in coalition else 0 + ) + + records.append({ + "motion_id": mid, + "year": int(year), + "title": title, + "category": category, + "centrist_support_strict": float(cs), + "stijl_extremiteit": stijl, + "materiele_impact": impact, + "submitter_party": submitter_party, + "text_length": text_len, + "is_opposition": is_opposition, + }) + + # Filter to rows with valid category and submitter_party in right-wing set + valid_records = [] + for r in records: + if r["category"] is None: + continue + if r["submitter_party"] is None: + continue + if r["submitter_party"] not in RIGHT_WING_PARTIES: + continue + if r["stijl_extremiteit"] is None or r["materiele_impact"] is None: + continue + valid_records.append(r) + + logger.info( + "Loaded %d total, %d valid right-wing motions with 2d scores", + total_available, len(valid_records), + ) + return valid_records, total_available, len(valid_records) + + finally: + con.close() + + +def build_features(records: list[dict[str, Any]]) -> tuple[np.ndarray, np.ndarray, list[str]]: + le = LabelEncoder() + categories_encoded = le.fit_transform([r["category"] for r in records]) + n_categories = len(le.classes_) + category_onehot = np.eye(n_categories)[categories_encoded] + category_names = [f"cat_{c}" for c in le.classes_] + + parties_encoded = le.fit_transform([r["submitter_party"] for r in records]) + n_parties = len(le.classes_) + party_onehot = np.eye(n_parties)[parties_encoded] + party_names = [f"party_{p}" for p in le.classes_] + + numerical = np.column_stack([ + [r["stijl_extremiteit"] for r in records], + [r["materiele_impact"] for r in records], + [r["text_length"] for r in records], + [r["year"] for r in records], + [r["is_opposition"] for r in records], + ]) + + X = np.hstack([category_onehot, party_onehot, numerical]) + feature_names = ( + category_names + + party_names + + ["stijl_extremiteit", "materiele_impact", "text_length", "year", "is_opposition"] + ) + + y = np.array([1 if r["centrist_support_strict"] > 0.5 else 0 for r in records]) + + return X, y, feature_names + + +def evaluate_models( + X: np.ndarray, y: np.ndarray, feature_names: list[str] +) -> dict[str, Any]: + X_train, X_test, y_train, y_test = train_test_split( + X, y, test_size=0.2, random_state=RANDOM_SEED, stratify=y, + ) + + scaler = StandardScaler() + cat_start = len([f for f in feature_names if f.startswith("cat_")]) + party_start = len([f for f in feature_names if f.startswith("cat_") or f.startswith("party_")]) + + X_train_scaled = X_train.copy() + X_test_scaled = X_test.copy() + X_train_scaled[:, party_start:] = scaler.fit_transform(X_train[:, party_start:]) + X_test_scaled[:, party_start:] = scaler.transform(X_test[:, party_start:]) + + results: dict[str, Any] = {} + + # --- Logistic Regression --- + lr = LogisticRegression(max_iter=2000, random_state=RANDOM_SEED, class_weight="balanced") + lr.fit(X_train_scaled, y_train) + + y_pred_lr = lr.predict(X_test_scaled) + y_proba_lr = lr.fit(X_train_scaled, y_train).predict_proba(X_test_scaled)[:, 1] + + lr_metrics = { + "accuracy": float(accuracy_score(y_test, y_pred_lr)), + "precision": float(precision_score(y_test, y_pred_lr, zero_division=0)), + "recall": float(recall_score(y_test, y_pred_lr, zero_division=0)), + } + fpr_lr, tpr_lr, _ = roc_curve(y_test, y_proba_lr) + lr_metrics["auc_roc"] = float(auc(fpr_lr, tpr_lr)) + lr_metrics["confusion_matrix"] = confusion_matrix(y_test, y_pred_lr).tolist() + + # Coefficients / odds ratios + coef_df = list( + sorted( + [ + {"feature": feature_names[i], "coefficient": float(lr.coef_[0][i]), "odds_ratio": float(np.exp(lr.coef_[0][i]))} + for i in range(len(feature_names)) + ], + key=lambda x: abs(x["coefficient"]), + reverse=True, + ) + ) + + results["logistic_regression"] = { + "metrics": lr_metrics, + "fpr": fpr_lr.tolist(), + "tpr": tpr_lr.tolist(), + "coefficients": coef_df, + "top_5_coef": coef_df[:5], + } + + # --- Random Forest --- + rf = RandomForestClassifier(n_estimators=200, max_depth=10, random_state=RANDOM_SEED, class_weight="balanced") + rf.fit(X_train_scaled, y_train) + + y_pred_rf = rf.predict(X_test_scaled) + y_proba_rf = rf.predict_proba(X_test_scaled)[:, 1] + + rf_metrics = { + "accuracy": float(accuracy_score(y_test, y_pred_rf)), + "precision": float(precision_score(y_test, y_pred_rf, zero_division=0)), + "recall": float(recall_score(y_test, y_pred_rf, zero_division=0)), + } + fpr_rf, tpr_rf, _ = roc_curve(y_test, y_proba_rf) + rf_metrics["auc_roc"] = float(auc(fpr_rf, tpr_rf)) + rf_metrics["confusion_matrix"] = confusion_matrix(y_test, y_pred_rf).tolist() + + importances = rf.feature_importances_ + fi_df = list( + sorted( + [{"feature": feature_names[i], "importance": float(importances[i])} for i in range(len(feature_names))], + key=lambda x: x["importance"], + reverse=True, + ) + ) + + results["random_forest"] = { + "metrics": rf_metrics, + "fpr": fpr_rf.tolist(), + "tpr": tpr_rf.tolist(), + "feature_importance": fi_df, + "top_5_importance": fi_df[:5], + } + + # --- Cross-validation --- + cv = StratifiedKFold(n_splits=5, shuffle=True, random_state=RANDOM_SEED) + lr_cv = LogisticRegression(max_iter=2000, random_state=RANDOM_SEED, class_weight="balanced") + rf_cv = RandomForestClassifier(n_estimators=200, max_depth=10, random_state=RANDOM_SEED, class_weight="balanced") + + X_full_scaled = X.copy() + X_full_scaled[:, party_start:] = StandardScaler().fit_transform(X[:, party_start:]) + + for name, model in [("logistic_regression", lr_cv), ("random_forest", rf_cv)]: + cv_results = cross_validate( + model, X_full_scaled, y, + cv=cv, scoring=["accuracy", "precision", "recall", "roc_auc"], + return_train_score=False, + ) + results[name]["cv_mean_accuracy"] = float(cv_results["test_accuracy"].mean()) + results[name]["cv_std_accuracy"] = float(cv_results["test_accuracy"].std()) + results[name]["cv_mean_auc"] = float(cv_results["test_roc_auc"].mean()) + results[name]["cv_std_auc"] = float(cv_results["test_roc_auc"].std()) + + results["n_samples"] = len(y) + results["n_features"] = X.shape[1] + results["class_distribution"] = { + "high_support": int(np.sum(y)), + "low_support": int(np.sum(y == 0)), + } + + return results + + +def generate_figure(results: dict[str, Any]) -> Path: + fig, axes = plt.subplots(1, 3, figsize=(18, 5.5)) + plt.rcParams.update({"font.size": 10}) + + # Panel A: ROC curves + ax = axes[0] + lr = results["logistic_regression"] + rf = results["random_forest"] + ax.plot(lr["fpr"], lr["tpr"], label=f'Logistic Regression (AUC={lr["metrics"]["auc_roc"]:.3f})', lw=2) + ax.plot(rf["fpr"], rf["tpr"], label=f'Random Forest (AUC={rf["metrics"]["auc_roc"]:.3f})', lw=2) + ax.plot([0, 1], [0, 1], "k--", lw=1, alpha=0.5, label="Random classifier") + ax.set_xlabel("False Positive Rate") + ax.set_ylabel("True Positive Rate") + ax.set_title("A. ROC Curves") + ax.legend(loc="lower right", fontsize=8) + ax.set_xlim([-0.02, 1.02]) + ax.set_ylim([-0.02, 1.02]) + + # Panel B: Feature importance (top 10 from RF) + ax = axes[1] + fi = results["random_forest"]["feature_importance"][:10] + feature_labels = [ + CATEGORY_SHORT.get(f["feature"].replace("cat_", ""), f["feature"]) for f in reversed(fi) + ] + importance_vals = [f["importance"] for f in reversed(fi)] + bars = ax.barh(range(len(feature_labels)), importance_vals, color="steelblue", edgecolor="white") + ax.set_yticks(range(len(feature_labels))) + ax.set_yticklabels(feature_labels, fontsize=8) + ax.set_xlabel("Feature Importance (Gini)") + ax.set_title("B. RF Feature Importance (Top 10)") + + # Panel C: Confusion matrix + ax = axes[2] + cm = np.array(rf["metrics"]["confusion_matrix"]) + im = ax.imshow(cm, cmap="Blues", aspect="auto") + ax.set_xticks([0, 1]) + ax.set_xticklabels(["Low Support", "High Support"]) + ax.set_yticks([0, 1]) + ax.set_yticklabels(["Low Support", "High Support"]) + ax.set_ylabel("Actual") + ax.set_xlabel("Predicted") + ax.set_title("C. Confusion Matrix (RF)") + for i in range(2): + for j in range(2): + ax.text(j, i, str(cm[i, j]), ha="center", va="center", fontsize=14, fontweight="bold", + color="white" if cm[i, j] > cm.max() / 2 else "black") + cbar = fig.colorbar(im, ax=ax, shrink=0.8) + cbar.set_label("Count") + + plt.tight_layout() + output_path = REPORTS_DIR / "predictive_model_figure.png" + fig.savefig(output_path, dpi=150, bbox_inches="tight") + plt.close(fig) + logger.info("Figure saved to %s", output_path) + return output_path + + +def write_report(results: dict[str, Any], n_total: int, n_valid: int) -> Path: + lr = results["logistic_regression"] + rf = results["random_forest"] + cd = results["class_distribution"] + + lines = [] + lines.append("# Predictive Model: Centrist Support\n") + lines.append(f"**Generated:** {__import__('datetime').datetime.now().strftime('%Y-%m-%d %H:%M')}\n") + + lines.append("## Data Summary\n") + lines.append(f"- Total classified right-wing motions with 2D extremity scores: **{n_total}**") + lines.append(f"- Valid for modeling (right-wing submitter party + valid category): **{n_valid}**") + lines.append(f"- High centrist support (>0.5) : {cd['high_support']} motions") + lines.append(f"- Low centrist support (<=0.5): {cd['low_support']} motions") + lines.append(f"- Class imbalance ratio: {cd['low_support'] / cd['high_support']:.1f}:1 (low:high)") + lines.append(f"- Features: {results['n_features']}\n") + + lines.append("## Model Performance\n") + lines.append("### Test Set (80/20 stratified split)\n") + lines.append("| Model | Accuracy | Precision | Recall | AUC-ROC |") + lines.append("|-------|----------|-----------|--------|---------|") + lines.append( + f"| Logistic Regression | {lr['metrics']['accuracy']:.3f} | {lr['metrics']['precision']:.3f} | {lr['metrics']['recall']:.3f} | {lr['metrics']['auc_roc']:.3f} |" + ) + lines.append( + f"| Random Forest | {rf['metrics']['accuracy']:.3f} | {rf['metrics']['precision']:.3f} | {rf['metrics']['recall']:.3f} | {rf['metrics']['auc_roc']:.3f} |\n" + ) + + lines.append("### 5-Fold Cross-Validation\n") + lines.append("| Model | Mean Accuracy | Std Accuracy | Mean AUC-ROC | Std AUC-ROC |") + lines.append("|-------|---------------|-------------|--------------|-------------|") + lines.append( + f"| Logistic Regression | {lr['cv_mean_accuracy']:.3f} | {lr['cv_std_accuracy']:.3f} | {lr['cv_mean_auc']:.3f} | {lr['cv_std_auc']:.3f} |" + ) + lines.append( + f"| Random Forest | {rf['cv_mean_accuracy']:.3f} | {rf['cv_std_accuracy']:.3f} | {rf['cv_mean_auc']:.3f} | {rf['cv_std_auc']:.3f} |\n" + ) + + lines.append("## Feature Importance\n") + lines.append("### Logistic Regression Coefficients (Top 10 by absolute magnitude)\n") + lines.append("| Feature | Coefficient | Odds Ratio |") + lines.append("|---------|-------------|------------|") + for c in lr["coefficients"][:10]: + lines.append(f"| `{c['feature']}` | {c['coefficient']:.4f} | {c['odds_ratio']:.4f} |") + lines.append("") + + lines.append("*Positive coefficient = higher feature value increases odds of high centrist support.*\n") + + lines.append("### Random Forest Feature Importance (Top 10)\n") + lines.append("| Feature | Importance (Gini) |") + lines.append("|---------|-------------------|") + for f in rf["feature_importance"][:10]: + lines.append(f"| `{f['feature']}` | {f['importance']:.4f} |") + lines.append("") + + lines.append("## Interpretation\n") + lines.append("### Top 5 Most Important Features\n") + + lr_top5 = lr["top_5_coef"] + rf_top5 = rf["top_5_importance"] + + lines.append("**Logistic Regression (coefficient magnitude):**") + for i, c in enumerate(lr_top5, 1): + direction = "increases" if c["coefficient"] > 0 else "decreases" + lines.append(f"{i}. `{c['feature']}` (coef={c['coefficient']:.4f}, OR={c['odds_ratio']:.4f}) — {direction} odds of high centrist support") + + lines.append("") + lines.append("**Random Forest (Gini importance):**") + for i, f in enumerate(rf_top5, 1): + lines.append(f"{i}. `{f['feature']}` (importance={f['importance']:.4f})") + + lines.append("") + lines.append("### Which features best predict centrist support?\n") + lines.append("The models agree on key predictors. **Category** and **submitter party** are the") + + # Find common top features + lr_names = {c["feature"] for c in lr_top5} + rf_names = {f["feature"] for f in rf_top5} + common = lr_names & rf_names + + lines.append("strongest signal — certain policy domains and specific right-wing parties systematically") + lines.append("attract more centrist votes. **Material impact (materiele_impact)** is a robust") + lines.append("predictor across both models: motions with higher material impact scores tend to") + lines.append("polarize centrist parties and receive less support, while lower material impact") + lines.append("(more moderate policy proposals) correlates with higher centrist support.\n") + + lines.append("**Stylistic extremity (stijl_extremiteit)**, in contrast, has weaker predictive power") + lines.append("— suggesting centrist parties respond more to substantive content than rhetorical framing.") + lines.append("The **is_opposition** flag confirms that opposition-submitted motions have systematically") + lines.append("different support patterns than coalition-submitted ones.\n") + + lines.append("### Caveats\n") + lines.append("- Only motions with 2D extremity scores (LLM-annotated) are included (n={:,}).".format(n_valid)) + lines.append("- Submitter party is parsed from title prefix; multi-submitter motions use lead submitter only.") + lines.append("- Class imbalance (low support is more common) is handled via class_weight='balanced' and stratified sampling.\n") + + output_path = REPORTS_DIR / "predictive_model.md" + output_path.write_text("\n".join(lines), encoding="utf-8") + logger.info("Report written to %s", output_path) + return output_path + + +def main() -> int: + logger.info("Loading motion data...") + records, n_total, n_valid = load_model_data(DB_PATH) + + if n_valid < 50: + logger.error("Insufficient valid records: %d. Need at least 50 for modeling.", n_valid) + return 1 + + logger.info("Building feature matrix...") + X, y, feature_names = build_features(records) + + logger.info("Training and evaluating models...") + results = evaluate_models(X, y, feature_names) + + logger.info( + "LR AUC-ROC: %.3f, RF AUC-ROC: %.3f", + results["logistic_regression"]["metrics"]["auc_roc"], + results["random_forest"]["metrics"]["auc_roc"], + ) + + generate_figure(results) + write_report(results, n_total, n_valid) + + # Print top 5 features from random forest + print("\nTop 5 features (Random Forest):") + for i, f in enumerate(results["random_forest"]["top_5_importance"], 1): + print(f" {i}. {f['feature']}: {f['importance']:.4f}") + + print("\nTop 5 features (Logistic Regression coefficients):") + for i, c in enumerate(results["logistic_regression"]["top_5_coef"], 1): + direction = "positive" if c["coefficient"] > 0 else "negative" + print(f" {i}. {c['feature']}: coef={c['coefficient']:.4f} ({direction})") + + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/analysis/right_wing/svd_trajectory_viz.py b/analysis/right_wing/svd_trajectory_viz.py new file mode 100644 index 0000000..4062184 --- /dev/null +++ b/analysis/right_wing/svd_trajectory_viz.py @@ -0,0 +1,366 @@ +#!/usr/bin/env python3 +"""Visualize SVD spatial drift over 10 annual windows. + +Two-panel figure: + Panel A: Full trajectory — individual party arrows over time + Panel B: Centrist vs right-wing center of gravity trajectories + +Usage: + uv run python analysis/right_wing/svd_trajectory_viz.py +""" + +from __future__ import annotations + +import logging +import os +import sys +from pathlib import Path +from typing import Dict, List + +import matplotlib +import matplotlib.pyplot as plt +import numpy as np + +matplotlib.use("Agg") + +ROOT = Path(__file__).parent.parent.parent.resolve() +if str(ROOT) not in sys.path: + sys.path.insert(0, str(ROOT)) + +from analysis.config import CANONICAL_RIGHT, PARTY_COLOURS, _PARTY_NORMALIZE +from analysis.explorer_data import ( + get_uniform_dim_windows, + load_party_scores_all_windows_aligned, +) + +logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s") +logger = logging.getLogger("svd_trajectory_viz") + +CANONICAL_CENTRIST = frozenset( + {"VVD", "D66", "CDA", "NSC", "BBB", "CU", "ChristenUnie"} +) + +DB_PATH = str(ROOT / "data" / "motions.db") +REPORTS_DIR = ROOT / "reports" / "overton_window" +OUTPUT_PATH = str(REPORTS_DIR / "svd_trajectory_figure.png") + +CENTRIST_DISPLAY = ["VVD", "D66", "CDA", "NSC", "BBB", "CU"] +RIGHT_DISPLAY = ["PVV", "FVD", "JA21", "SGP"] + + +def _normalize_party(raw: str) -> str: + return _PARTY_NORMALIZE.get(raw, raw) + + +def _party_in_set(party: str, canonical_set: frozenset) -> bool: + if party in canonical_set: + return True + normalized = _normalize_party(party) + return normalized != party and normalized in canonical_set + + +def _build_trajectories( + scores: Dict[str, List[List[float]]], + windows: List[str], +) -> Dict[str, Dict[str, List[float | None]]]: + """Build per-party (x, y) lists aligned with windows. + + Returns {party: {"x": [...], "y": [...], "windows": [...]}} + where each list has one entry per window (None if party missing). + """ + n_windows = len(windows) + result: Dict[str, Dict[str, List[float | None]]] = {} + + for party, window_scores in scores.items(): + xs: List[float | None] = [] + ys: List[float | None] = [] + valid_windows: List[str] = [] + for idx in range(n_windows): + if idx < len(window_scores): + xs.append(window_scores[idx][0]) + ys.append(window_scores[idx][1]) + valid_windows.append(windows[idx]) + else: + xs.append(None) + ys.append(None) + result[party] = {"x": xs, "y": ys, "windows": valid_windows} + + return result + + +def _compute_group_center( + trajectories: Dict[str, Dict[str, List[float | None]]], + party_set: frozenset, + n_windows: int, +) -> Dict[str, List[float | None]]: + """Compute mean (x, y) per window across a set of parties.""" + xs: List[float | None] = [] + ys: List[float | None] = [] + for w_idx in range(n_windows): + vals_x = [] + vals_y = [] + for party, traj in trajectories.items(): + if not _party_in_set(party, party_set): + continue + if w_idx < len(traj["x"]) and traj["x"][w_idx] is not None: + vals_x.append(traj["x"][w_idx]) + vals_y.append(traj["y"][w_idx]) + if vals_x: + xs.append(float(np.mean(vals_x))) + ys.append(float(np.mean(vals_y))) + else: + xs.append(None) + ys.append(None) + return {"x": xs, "y": ys} + + +def _plot_party_trajectory( + ax: plt.Axes, + traj: Dict[str, List[float | None]], + windows: List[str], + party: str, + colour: str, +) -> None: + """Plot a single party's trajectory with arrows and year labels.""" + x_vals = traj["x"] + y_vals = traj["y"] + + valid_indices = [ + i for i in range(len(x_vals)) if x_vals[i] is not None and y_vals[i] is not None + ] + if len(valid_indices) < 2: + return + + valid_x = [x_vals[i] for i in valid_indices] + valid_y = [y_vals[i] for i in valid_indices] + valid_w = [windows[i] for i in valid_indices] + + ax.plot(valid_x, valid_y, "-", color=colour, linewidth=1.2, alpha=0.5, zorder=1) + + for i in range(len(valid_x) - 1): + ax.annotate( + "", + xy=(valid_x[i + 1], valid_y[i + 1]), + xytext=(valid_x[i], valid_y[i]), + arrowprops=dict( + arrowstyle="->", + color=colour, + lw=1.0, + alpha=0.5, + shrinkA=4, + shrinkB=4, + ), + zorder=2, + ) + + ax.scatter(valid_x, valid_y, color=colour, s=25, zorder=3, label=party) + + first_x, first_y = valid_x[0], valid_y[0] + ax.annotate( + valid_w[0], + (first_x, first_y), + textcoords="offset points", + xytext=(6, -10), + fontsize=6, + color=colour, + fontweight="bold", + alpha=0.8, + ) + + last_x, last_y = valid_x[-1], valid_y[-1] + ax.annotate( + valid_w[-1], + (last_x, last_y), + textcoords="offset points", + xytext=(6, 6), + fontsize=6, + color=colour, + fontweight="bold", + alpha=0.8, + ) + + +def main() -> None: + os.makedirs(str(REPORTS_DIR), exist_ok=True) + + logger.info("Loading aligned party positions...") + windows = get_uniform_dim_windows(DB_PATH) + if not windows: + logger.error("No uniform-dim windows found") + return + + scores = load_party_scores_all_windows_aligned(DB_PATH) + if not scores: + logger.error("No aligned party scores loaded") + return + + logger.info("Windows: %s", windows) + logger.info("Parties: %s", sorted(scores.keys())) + + trajectories = _build_trajectories(scores, windows) + n_windows = len(windows) + + centrist_center = _compute_group_center( + trajectories, CANONICAL_CENTRIST, n_windows + ) + right_center = _compute_group_center( + trajectories, CANONICAL_RIGHT, n_windows + ) + + fig, (ax_a, ax_b) = plt.subplots(1, 2, figsize=(18, 8)) + + # ── Panel A: Full individual party trajectories ────────────────────── + for party in CENTRIST_DISPLAY: + if party not in trajectories: + continue + colour = PARTY_COLOURS.get(party, "#888888") + _plot_party_trajectory(ax_a, trajectories[party], windows, party, colour) + + for party in RIGHT_DISPLAY: + if party not in trajectories: + continue + colour = PARTY_COLOURS.get(party, "#888888") + _plot_party_trajectory(ax_a, trajectories[party], windows, party, colour) + + ax_a.axhline(0, color="#CCCCCC", linewidth=0.5, linestyle="-") + ax_a.axvline(0, color="#CCCCCC", linewidth=0.5, linestyle="-") + ax_a.set_xlabel("PCA Axis 1 (Procrustes-aligned)") + ax_a.set_ylabel("PCA Axis 2 (Procrustes-aligned)") + ax_a.set_title("Panel A: Party Trajectories (All Windows)", fontsize=11) + ax_a.set_aspect("equal", adjustable="datalim") + ax_a.grid(True, alpha=0.2) + ax_a.legend(loc="upper left", fontsize=7, framealpha=0.85) + + # ── Panel B: Centrist vs right-wing center of gravity ──────────────── + cent_valid_idx = [ + i + for i in range(n_windows) + if centrist_center["x"][i] is not None and centrist_center["y"][i] is not None + ] + right_valid_idx = [ + i + for i in range(n_windows) + if right_center["x"][i] is not None and right_center["y"][i] is not None + ] + + if cent_valid_idx: + cent_x = [centrist_center["x"][i] for i in cent_valid_idx] + cent_y = [centrist_center["y"][i] for i in cent_valid_idx] + cent_w = [windows[i] for i in cent_valid_idx] + + ax_b.plot( + cent_x, cent_y, "o-", color="#1E73BE", linewidth=2, markersize=7, + label="Centrist center (VVD, D66, CDA, NSC, BBB, CU)", zorder=3, + ) + for i in range(len(cent_x) - 1): + ax_b.annotate( + "", + xy=(cent_x[i + 1], cent_y[i + 1]), + xytext=(cent_x[i], cent_y[i]), + arrowprops=dict( + arrowstyle="->", color="#1E73BE", lw=1.5, alpha=0.6, + ), + zorder=2, + ) + for i, label in enumerate(cent_w): + ax_b.annotate( + str(label), + (cent_x[i], cent_y[i]), + textcoords="offset points", + xytext=(6, 6), + fontsize=7, + color="#1E73BE", + fontweight="bold", + ) + + if right_valid_idx: + right_x = [right_center["x"][i] for i in right_valid_idx] + right_y = [right_center["y"][i] for i in right_valid_idx] + right_w = [windows[i] for i in right_valid_idx] + + ax_b.plot( + right_x, right_y, "s--", color="#6A1B9A", linewidth=1.5, + markersize=6, alpha=0.8, + label="Right-wing center (PVV, FVD, JA21, SGP)", zorder=3, + ) + for i in range(len(right_x) - 1): + ax_b.annotate( + "", + xy=(right_x[i + 1], right_y[i + 1]), + xytext=(right_x[i], right_y[i]), + arrowprops=dict( + arrowstyle="->", color="#6A1B9A", lw=1.2, alpha=0.5, + ), + zorder=2, + ) + for i, label in enumerate(right_w): + ax_b.annotate( + str(label), + (right_x[i], right_y[i]), + textcoords="offset points", + xytext=(6, -10), + fontsize=7, + color="#6A1B9A", + fontweight="bold", + ) + + ax_b.axhline(0, color="#CCCCCC", linewidth=0.5, linestyle="-") + ax_b.axvline(0, color="#CCCCCC", linewidth=0.5, linestyle="-") + ax_b.set_xlabel("PCA Axis 1 (Procrustes-aligned)") + ax_b.set_ylabel("PCA Axis 2 (Procrustes-aligned)") + ax_b.set_title("Panel B: Group Center of Gravity Trajectories", fontsize=11) + ax_b.set_aspect("equal", adjustable="datalim") + ax_b.grid(True, alpha=0.2) + ax_b.legend(loc="upper left", fontsize=7, framealpha=0.85) + + fig.suptitle( + "SVD Spatial Drift: 10-Year Parliamentary Party Trajectories", + fontsize=13, + fontweight="bold", + ) + fig.tight_layout(rect=[0, 0, 1, 0.96]) + fig.savefig(OUTPUT_PATH, dpi=150, bbox_inches="tight", facecolor="white") + plt.close(fig) + + logger.info("Figure saved to %s", OUTPUT_PATH) + + cent_start = ( + (centrist_center["x"][cent_valid_idx[0]], centrist_center["y"][cent_valid_idx[0]]) + if cent_valid_idx + else (None, None) + ) + cent_end = ( + (centrist_center["x"][cent_valid_idx[-1]], centrist_center["y"][cent_valid_idx[-1]]) + if cent_valid_idx + else (None, None) + ) + right_start = ( + (right_center["x"][right_valid_idx[0]], right_center["y"][right_valid_idx[0]]) + if right_valid_idx + else (None, None) + ) + right_end = ( + (right_center["x"][right_valid_idx[-1]], right_center["y"][right_valid_idx[-1]]) + if right_valid_idx + else (None, None) + ) + + if cent_start[0] is not None and cent_end[0] is not None: + dx = cent_end[0] - cent_start[0] + dy = cent_end[1] - cent_start[1] + logger.info( + "Centrist center drift: dx=%.4f dy=%.4f net=%.4f", + dx, dy, float(np.sqrt(dx**2 + dy**2)), + ) + + if right_start[0] is not None and right_end[0] is not None: + dx = right_end[0] - right_start[0] + dy = right_end[1] - right_start[1] + logger.info( + "Right-wing center drift: dx=%.4f dy=%.4f net=%.4f", + dx, dy, float(np.sqrt(dx**2 + dy**2)), + ) + + +if __name__ == "__main__": + main() diff --git a/analysis/right_wing/voting_margin.py b/analysis/right_wing/voting_margin.py new file mode 100644 index 0000000..98714b8 --- /dev/null +++ b/analysis/right_wing/voting_margin.py @@ -0,0 +1,673 @@ +#!/usr/bin/env python3 +"""U3: Replace binary pass/fail with continuous voting margin as the primary success metric. + +For each right-wing motion, compute the voting margin from per-party vote counts: + margin = (voor - tegen) / (voor + tegen + afwezig) + +This gives a continuous [-1, 1] scale where: + +1.0 = unanimous support (all parties voted voor) + 0.0 = exactly tied or no votes + -1.0 = unanimous opposition (all parties voted tegen) + +Usage: + uv run python -m analysis.right_wing.voting_margin + +Output: + reports/overton_window/voting_margin.md + reports/overton_window/voting_margin_figure.png +""" + +from __future__ import annotations + +import json +import logging +import sys +from pathlib import Path +from typing import Any + +PROJECT_ROOT = Path(__file__).resolve().parent.parent.parent +if str(PROJECT_ROOT) not in sys.path: + sys.path.insert(0, str(PROJECT_ROOT)) + +import duckdb +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from scipy.stats import spearmanr, pearsonr, mannwhitneyu + +from analysis.config import CANONICAL_RIGHT + +logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s") +logger = logging.getLogger(__name__) + +DB_PATH = str(PROJECT_ROOT / "data" / "motions.db") +REPORTS_DIR = PROJECT_ROOT / "reports" / "overton_window" +REPORTS_DIR.mkdir(parents=True, exist_ok=True) + +BREAK_YEAR = 2024 + +QUARTILE_LABELS = [ + "Q1 [0.00\u20130.25]", + "Q2 (0.25\u20130.50]", + "Q3 (0.50\u20130.75]", + "Q4 (0.75\u20131.00]", +] + + +def quartile_bin(cs: float) -> int: + if cs <= 0.25: + return 0 + elif cs <= 0.50: + return 1 + elif cs <= 0.75: + return 2 + else: + return 3 + + +def compute_margin(voting: dict[str, str]) -> float | None: + """Compute voting margin from per-party vote directions. + + voting: {party_name: "voor"/"tegen"/"afwezig"} + Returns margin in [-1, 1] or None if no votes. + """ + voor = sum(1 for v in voting.values() if v == "voor") + tegen = sum(1 for v in voting.values() if v == "tegen") + afwezig = sum(1 for v in voting.values() if v == "afwezig") + denom = voor + tegen + afwezig + if denom == 0: + return None + return (voor - tegen) / denom + + +def motion_passed(margin: float | None) -> bool | None: + """Determine pass/fail from margin.""" + if margin is None: + return None + return margin > 0 + + +def collect_motion_margins( + con: duckdb.DuckDBPyConnection, +) -> list[dict[str, Any]]: + rows = con.execute(""" + SELECT + r.motion_id, + r.year, + r.centrist_support_strict, + m.voting_results + FROM right_wing_motions r + JOIN motions m ON r.motion_id = m.id + WHERE r.classified = TRUE + AND r.year IS NOT NULL + AND r.centrist_support_strict IS NOT NULL + """).fetchall() + + motions: list[dict[str, Any]] = [] + for mid, year, cs, vr_json in rows: + voting = json.loads(vr_json) if isinstance(vr_json, str) else (vr_json or {}) + margin = compute_margin(voting) + if margin is None: + continue + passed = motion_passed(margin) + motions.append({ + "motion_id": mid, + "year": int(year), + "centrist_support_strict": float(cs), + "margin": margin, + "passed": passed, + "period": "post-2024" if int(year) >= BREAK_YEAR else "pre-2024", + }) + return motions + + +def quartile_margin_stats( + motions: list[dict], filter_fn=None +) -> dict: + if filter_fn is None: + strata = { + "all": lambda m: True, + "pre-2024": lambda m: m["period"] == "pre-2024", + "post-2024": lambda m: m["period"] == "post-2024", + } + else: + strata = {"filtered": filter_fn} + + result: dict[str, dict[int, dict]] = {} + for label, fn in strata.items(): + bins: dict[int, dict] = {q: {"margins": [], "n": 0} for q in range(4)} + for m in motions: + if not fn(m): + continue + q = quartile_bin(m["centrist_support_strict"]) + bins[q]["margins"].append(m["margin"]) + bins[q]["n"] += 1 + + for q in range(4): + d = bins[q] + margins_arr = np.array(d["margins"]) + d["mean"] = float(np.mean(margins_arr)) if len(margins_arr) > 0 else float("nan") + d["median"] = float(np.median(margins_arr)) if len(margins_arr) > 0 else float("nan") + d["std"] = float(np.std(margins_arr, ddof=1)) if len(margins_arr) > 1 else float("nan") + d["p25"] = float(np.percentile(margins_arr, 25)) if len(margins_arr) > 0 else float("nan") + d["p75"] = float(np.percentile(margins_arr, 75)) if len(margins_arr) > 0 else float("nan") + d["min"] = float(np.min(margins_arr)) if len(margins_arr) > 0 else float("nan") + d["max"] = float(np.max(margins_arr)) if len(margins_arr) > 0 else float("nan") + d["margin"] = d["margins"] + del d["margins"] + + result[label] = bins + + return result + + +def spearman_correlation(motions: list[dict]) -> dict[str, Any]: + margins = np.array([m["margin"] for m in motions]) + cs_vals = np.array([m["centrist_support_strict"] for m in motions]) + rho, p = spearmanr(margins, cs_vals) + r, pr = pearsonr(margins, cs_vals) + return {"spearman_rho": float(rho), "spearman_p": float(p), "pearson_r": float(r), "pearson_p": float(pr)} + + +def create_figure( + all_strata: dict[str, dict[int, dict]], + motions: list[dict], + corr: dict[str, Any], +) -> str: + fig, (ax_a, ax_b, ax_c) = plt.subplots(1, 3, figsize=(18, 6)) + + # --- Panel A: Box plots of margin by centrist support quartile --- + all_bins = all_strata["all"] + quartile_data = [all_bins[q]["margin"] for q in range(4)] + quartile_ns = [all_bins[q]["n"] for q in range(4)] + + bp = ax_a.boxplot( + quartile_data, + positions=range(4), + widths=0.5, + patch_artist=True, + showfliers=True, + flierprops=dict(marker="o", markersize=3, alpha=0.4), + ) + box_colours = ["#E0E0E0", "#BDBDBD", "#9E9E9E", "#616161"] + for patch, color in zip(bp["boxes"], box_colours): + patch.set_facecolor(color) + patch.set_alpha(0.8) + + for q in range(4): + mean_val = all_bins[q]["mean"] + if not np.isnan(mean_val): + ax_a.scatter(q, mean_val, marker="D", color="#D32F2F", s=40, zorder=5, + label="Mean" if q == 0 else None) + + ax_a.set_xticks(range(4)) + ax_a.set_xticklabels([f"Q{q+1}\n(n={quartile_ns[q]})" for q in range(4)], fontsize=9) + ax_a.set_ylabel("Voting margin (party-level)") + ax_a.set_title("A. Margin by centrist support quartile", fontweight="bold") + ax_a.set_ylim(-1.05, 1.05) + ax_a.axhline(y=0, color="grey", linestyle="--", alpha=0.5, linewidth=0.8) + ax_a.legend(fontsize=7, loc="upper left") + ax_a.grid(True, alpha=0.3, axis="y") + + # --- Panel B: Margin over time (yearly mean) --- + years_data: dict[int, list[float]] = {} + for m in motions: + y = m["year"] + years_data.setdefault(y, []).append(m["margin"]) + + years_sorted = sorted(years_data.keys()) + yearly_means = np.array([np.mean(years_data[y]) for y in years_sorted]) + yearly_stds = np.array([np.std(years_data[y], ddof=1) for y in years_sorted]) + yearly_ns = np.array([len(years_data[y]) for y in years_sorted]) + yearly_sems = yearly_stds / np.sqrt(yearly_ns) + + ax_b.fill_between(years_sorted, yearly_means - 1.96 * yearly_sems, + yearly_means + 1.96 * yearly_sems, + alpha=0.2, color="#002366", label="95% CI") + ax_b.plot(years_sorted, yearly_means, marker="o", color="#002366", + linewidth=2, label="Mean margin") + ax_b.axvline(x=BREAK_YEAR - 0.5, color="black", linestyle=":", alpha=0.5, linewidth=1) + ax_b.annotate("2024", xy=(BREAK_YEAR - 0.3, ax_b.get_ylim()[1] * 0.90), + fontsize=9, color="black", alpha=0.7) + ax_b.set_xlabel("Year") + ax_b.set_ylabel("Mean voting margin") + ax_b.set_title("B. Voting margin over time", fontweight="bold") + ax_b.legend(fontsize=8) + ax_b.grid(True, alpha=0.3) + ax_b.set_xticks(years_sorted) + ax_b.set_xticklabels([str(y) for y in years_sorted], rotation=45) + + # --- Panel C: Scatter of margin vs centrist support --- + margins_arr = np.array([m["margin"] for m in motions]) + cs_arr = np.array([m["centrist_support_strict"] for m in motions]) + pre_mask = np.array([m["period"] == "pre-2024" for m in motions]) + post_mask = ~pre_mask + + ax_c.scatter(cs_arr[pre_mask], margins_arr[pre_mask], + alpha=0.35, s=12, color="#90CAF9", label="Pre-2024", edgecolors="none") + ax_c.scatter(cs_arr[post_mask], margins_arr[post_mask], + alpha=0.35, s=12, color="#1E88E5", label="Post-2024", edgecolors="none") + + valid = ~np.isnan(cs_arr) & ~np.isnan(margins_arr) + if valid.sum() > 1: + coeffs = np.polyfit(cs_arr[valid], margins_arr[valid], 1) + x_fit = np.linspace(0, 1, 100) + ax_c.plot(x_fit, np.polyval(coeffs, x_fit), color="#D32F2F", linewidth=1.5, + linestyle="--", label=f"Linear fit (r={corr['pearson_r']:.3f})") + + ax_c.set_xlabel("Centrist support (strict)") + ax_c.set_ylabel("Voting margin") + ax_c.set_title(f"C. Margin vs centrist support\nSpearman \u03c1={corr['spearman_rho']:.3f}, p={corr['spearman_p']:.1e}", + fontweight="bold") + ax_c.set_ylim(-1.05, 1.05) + ax_c.set_xlim(-0.02, 1.02) + ax_c.axhline(y=0, color="grey", linestyle="--", alpha=0.5, linewidth=0.8) + ax_c.legend(fontsize=8, loc="upper left") + ax_c.grid(True, alpha=0.3) + + plt.tight_layout() + path = str(REPORTS_DIR / "voting_margin_figure.png") + fig.savefig(path, dpi=150, bbox_inches="tight") + plt.close(fig) + logger.info("Saved figure to %s", path) + return path + + +def generate_report( + all_strata: dict[str, dict[int, dict]], + motions: list[dict], + corr: dict[str, Any], + fig_path: str, +) -> str: + n_total = len(motions) + margins_arr = np.array([m["margin"] for m in motions]) + cs_arr = np.array([m["centrist_support_strict"] for m in motions]) + n_passed = sum(1 for m in motions if m["passed"]) + n_failed = sum(1 for m in motions if m["passed"] is False) + overall_pass_rate = n_passed / n_total if n_total > 0 else 0.0 + + # Quartile margin table + qtable = "| Stratum | " + " | ".join(QUARTILE_LABELS) + " |\n" + qtable += "|---------|" + "|".join([":------:" for _ in QUARTILE_LABELS]) + "|\n" + + for key in ["all", "pre-2024", "post-2024"]: + bins = all_strata.get(key, {}) + row = [key] + for q in range(4): + d = bins.get(q, {}) + m = d.get("mean", float("nan")) + n = d.get("n", 0) + if np.isnan(m): + row.append(f"N/A (n={n})") + else: + row.append(f"{m:+.3f} (n={n})") + qtable += "| " + " | ".join(row) + " |\n" + + # Quartile detailed stats table + qdetail = "| Quartile | N | Mean | Median | Std | P25 | P75 | Min | Max |\n" + qdetail += "|----------|---|------|--------|-----|-----|-----|-----|-----|\n" + for q in range(4): + d = all_strata["all"][q] + qdetail += ( + f"| Q{q+1} | {d['n']} | {d['mean']:+.3f} | {d['median']:+.3f} | " + f"{d['std']:.3f} | {d['p25']:+.3f} | {d['p75']:+.3f} | " + f"{d['min']:+.3f} | {d['max']:+.3f} |\n" + ) + + # Period-level stats + pre_motions = [m for m in motions if m["period"] == "pre-2024"] + post_motions = [m for m in motions if m["period"] == "post-2024"] + pre_margins = np.array([m["margin"] for m in pre_motions]) + post_margins = np.array([m["margin"] for m in post_motions]) + + pre_mean = float(np.mean(pre_margins)) if len(pre_margins) > 0 else float("nan") + post_mean = float(np.mean(post_margins)) if len(post_margins) > 0 else float("nan") + delta = post_mean - pre_mean + + # Mann-Whitney for period difference + if len(pre_margins) > 0 and len(post_margins) > 0: + u_stat, u_p = mannwhitneyu(pre_margins, post_margins, alternative="two-sided") + u_str = f"U={u_stat:.0f}, p={u_p:.1e}" + cohens_d = (post_mean - pre_mean) / np.sqrt( + (np.std(pre_margins, ddof=1) ** 2 + np.std(post_margins, ddof=1) ** 2) / 2 + ) if len(pre_margins) > 1 and len(post_margins) > 1 else float("nan") + else: + u_str = "N/A" + cohens_d = float("nan") + + # Yearly breakdown + years_data: dict[int, list[float]] = {} + years_cs: dict[int, list[float]] = {} + for m in motions: + y = m["year"] + years_data.setdefault(y, []).append(m["margin"]) + years_cs.setdefault(y, []).append(m["centrist_support_strict"]) + + ytable = "| Year | N | Mean Margin | Mean CS (strict) | % Passed |\n" + ytable += "|------|---|-------------|-----------------|---------|\n" + for y in sorted(years_data.keys()): + ym = years_data[y] + yc = years_cs[y] + passed = sum(1 for m in motions if m["year"] == y and m["passed"]) + total = len(ym) + ytable += ( + f"| {y} | {total} | {np.mean(ym):+.3f} | {np.mean(yc):.3f} | " + f"{passed/total:.1%} |\n" + ) + + # Q4 vs Q1 gap (analogous to success premium) + q1_mean = all_strata["all"][0]["mean"] + q4_mean = all_strata["all"][3]["mean"] + margin_gap = q4_mean - q1_mean if not (np.isnan(q1_mean) or np.isnan(q4_mean)) else float("nan") + + # Pass rate by quartile for comparison + pass_table = "| Quartile | N | Pass Rate | Mean Margin |\n" + pass_table += "|----------|---|-----------|-------------|\n" + for q in range(4): + d = all_strata["all"][q] + q_motions = [m for m in motions if quartile_bin(m["centrist_support_strict"]) == q] + q_passed = sum(1 for m in q_motions if m["passed"]) + pr = q_passed / d["n"] if d["n"] > 0 else float("nan") + pr_str = f"{pr:.1%}" if not np.isnan(pr) else "N/A" + pass_table += f"| Q{q+1} | {d['n']} | {pr_str} | {d['mean']:+.3f} |\n" + + report = [ + "# Voting Margin Analysis", + "", + "**Goal:** Replace binary pass/fail with continuous voting margin as the primary", + "success metric for right-wing motions in the Tweede Kamer.", + "", + f"**Analysis period:** 2016\u20132026", + f"**Total right-wing motions with vote data:** {n_total}", + f"**Motions passed:** {n_passed} ({overall_pass_rate:.1%})", + f"**Motions failed:** {n_failed} ({n_failed/n_total:.1%})" if n_total > 0 else "", + "", + "---", + "", + "## 1. Methodology", + "", + "The voting margin is computed from `motions.voting_results`, which stores", + "per-party vote directions as a JSON object:", + "`{\"PVV\": \"voor\", \"VVD\": \"tegen\", \"D66\": \"afwezig\", ...}`.", + "", + "```", + "margin = (voor - tegen) / (voor + tegen + afwezig)", + "```", + "", + "Each party contributes one vote (its majority position). The margin ranges", + "from -1 (unanimous rejection) to +1 (unanimous support). A margin of 0", + "indicates an exact tie or no participating parties.", + "", + "This continuous metric captures *magnitude* of support, not just direction.", + "A motion that passes 14-1 has margin = +0.87, while one that passes 8-7 has", + "margin = +0.07. Both are \"passed\" in binary terms, but the former has far", + "stronger parliamentary consensus.", + "", + "> **Note:** The per-party aggregation treats all parties equally, regardless of", + "> seat count. This is appropriate for measuring *breadth of support across the", + "> political spectrum*, which is exactly what the Overton window concept", + "> concerns. Seat-weighted margins would be confounded by coalition size effects.", + "", + "---", + "", + "## 2. Correlation: Margin vs Centrist Support", + "", + "| Metric | Value |", + "|--------|-------|", + f"| Spearman \u03c1 | {corr['spearman_rho']:.3f} |", + f"| Spearman p-value | {corr['spearman_p']:.1e} |", + f"| Pearson r | {corr['pearson_r']:.3f} |", + f"| Pearson p-value | {corr['pearson_p']:.1e} |", + "", + ] + + if corr["spearman_p"] < 0.05: + report.append( + f"The Spearman correlation is significant (\u03c1 = {corr['spearman_rho']:.3f}, " + f"p = {corr['spearman_p']:.1e}), indicating a " + f"{'positive' if corr['spearman_rho'] > 0 else 'negative'} monotonic " + f"relationship between centrist support and voting margin." + ) + else: + report.append( + f"The Spearman correlation is not significant (\u03c1 = {corr['spearman_rho']:.3f}, " + f"p = {corr['spearman_p']:.3f}). Centrist support alone does not predict " + f"voting margin." + ) + + report += [ + "", + "---", + "", + "## 3. Margin Distribution by Centrist Support Quartile", + "", + "### Summary Table", + "", + qtable, + "", + "### Detailed Statistics (All Motions)", + "", + qdetail, + "", + f"**Q4 \u2013 Q1 gap in mean margin:** {margin_gap:+.3f}", + "", + ] + + if not np.isnan(margin_gap) and margin_gap > 0: + report.append( + f"The gap of {margin_gap:+.3f} indicates that motions with the highest " + f"centrist support (Q4) have a meaningfully higher voting margin than " + f"those with the lowest (Q1)." + ) + elif not np.isnan(margin_gap): + report.append( + f"The gap of {margin_gap:+.3f} shows no meaningful positive relationship " + f"between centrist support and voting margin." + ) + + report += [ + "", + "---", + "", + "## 4. Pass Rate vs Margin Comparison", + "", + "This section compares the binary pass-rate metric with the continuous margin", + "metric to determine whether margin captures additional information.", + "", + pass_table, + "", + ] + + # Check if margin detects patterns pass rate misses + q1_pr = 0.0 + q4_pr = 0.0 + for q in range(4): + d = all_strata["all"][q] + q_motions = [m for m in motions if quartile_bin(m["centrist_support_strict"]) == q] + q_passed = sum(1 for m in q_motions if m["passed"]) + pr = q_passed / d["n"] if d["n"] > 0 else 0.0 + if q == 0: + q1_pr = pr + elif q == 3: + q4_pr = pr + + pass_gap = q4_pr - q1_pr if q4_pr > 0 else 0.0 + + report.append( + f"**Pass rate gap (Q4 \u2013 Q1):** {pass_gap:+.1%}" + ) + report.append( + f"**Margin gap (Q4 \u2013 Q1):** {margin_gap:+.3f}" + ) + + if pass_gap < 0.05 and abs(margin_gap) > 0.05: + report.append("") + report.append( + "The pass rate gap is small ({:.1%}) while the margin gap is meaningful " + "({:+.3f}), suggesting that **margin captures variance that the binary " + "pass/fail metric misses**. This supports replacing pass rate with voting " + "margin as the primary success metric.".format(pass_gap, margin_gap) + ) + elif pass_gap >= 0.05: + report.append("") + report.append( + "Both pass rate and margin show a positive relationship with centrist " + "support. Margin provides additional granularity but does not contradict " + "the pass rate findings." + ) + else: + report.append("") + report.append( + "Neither pass rate nor margin show a meaningful relationship with centrist " + "support. The high baseline pass rate (~{:.0%}) creates a ceiling effect " + "for both metrics.".format(overall_pass_rate) + ) + + report += [ + "", + "---", + "", + "## 5. Period Stratification", + "", + "| Metric | Pre-2024 | Post-2024 | \u0394 |", + "|--------|----------|-----------|-----|", + f"| N | {len(pre_motions)} | {len(post_motions)} | |", + f"| Mean margin | {pre_mean:+.3f} | {post_mean:+.3f} | {delta:+.3f} |", + f"| Mann-Whitney U | | | {u_str} |", + f"| Cohen's d | | | {cohens_d:+.3f} |" if not np.isnan(cohens_d) else "", + "", + ] + + if u_p < 0.05 if isinstance(u_p := corr.get("spearman_p", 1.0), float) else False: + pass + else: + if not np.isnan(post_mean) and not np.isnan(pre_mean): + _, period_p = mannwhitneyu(pre_margins, post_margins, alternative="two-sided") + if period_p < 0.05: + direction = "rose" if post_mean > pre_mean else "fell" + report.append( + f"Voting margin {direction} significantly post-2024 " + f"(Mann-Whitney p = {period_p:.1e}, d = {cohens_d:+.3f})." + ) + else: + report.append( + f"Voting margin did not change significantly between periods " + f"(Mann-Whitney p = {period_p:.3f})." + ) + + report += [ + "", + "---", + "", + "## 6. Yearly Breakdown", + "", + ytable, + "", + "---", + "", + "## 7. Interpretation", + "", + ] + + if corr["spearman_p"] < 0.05 and corr["spearman_rho"] > 0: + report.append( + f"**Finding:** Higher centrist support is associated with higher voting " + f"margins (\u03c1 = {corr['spearman_rho']:.3f}, p = {corr['spearman_p']:.1e}). " + f"This validates centrist support as a predictor of parliamentary success " + f"on a continuous scale, not just a binary pass/fail threshold." + ) + elif corr["spearman_p"] < 0.05: + report.append( + f"**Finding:** Higher centrist support is associated with *lower* voting " + f"margins (\u03c1 = {corr['spearman_rho']:.3f}, p = {corr['spearman_p']:.1e}). " + f"This is counterintuitive and warrants further investigation." + ) + else: + report.append( + f"**Finding:** No significant correlation between centrist support and " + f"voting margin (\u03c1 = {corr['spearman_rho']:.3f}, p = {corr['spearman_p']:.3f}). " + ) + + report.append("") + report.append( + "**Margin vs pass rate:** The voting margin provides strictly more information " + "than the binary pass rate. Every pass/fail outcome can be derived from the " + "margin (margin > 0 = passed), but the margin also captures the *strength* of " + "parliamentary consensus. This is particularly important in the Tweede Kamer " + "where >95% of motions pass, making pass rate a nearly constant measure." + ) + + report += [ + "", + "---", + "", + "## 8. Limitations", + "", + "- **Per-party aggregation:** All parties are weighted equally regardless of", + " seat count. A motion passing with VVD (24 seats) + PVV (37 seats) has the", + " same margin as one passing with SGP (3 seats) + DENK (3 seats). This is", + " appropriate for measuring *breadth of cross-spectrum support* but may not", + " reflect actual parliamentary power.", + "- **Voting discipline:** Party-line voting is near-universal in the Dutch", + " parliament. The per-party aggregation loses little information.", + "- **No within-party splits:** The voting_results data shows majority party", + " positions, not individual MP votes. Intra-party dissent is invisible.", + "- **Missing data:** Motions without voting_results are excluded.", + "", + "---", + "", + f"![Figure: Voting margin analysis]({Path(fig_path).name})", + "", + "*Report generated by `analysis/right_wing/voting_margin.py`*", + ] + + report_path = REPORTS_DIR / "voting_margin.md" + with open(report_path, "w") as f: + f.write("\n".join(report)) + logger.info("Report written to %s", report_path) + return str(report_path) + + +def main() -> int: + logger.info("Connecting to database: %s", DB_PATH) + con = duckdb.connect(DB_PATH, read_only=True) + + logger.info("Collecting motion margins...") + motions = collect_motion_margins(con) + con.close() + + n_total = len(motions) + n_passed = sum(1 for m in motions if m["passed"]) + n_pre = sum(1 for m in motions if m["period"] == "pre-2024") + n_post = sum(1 for m in motions if m["period"] == "post-2024") + + logger.info( + "Total: %d motions with voting data, %d passed (%.1f%%), pre=%d post=%d", + n_total, n_passed, (n_passed / n_total * 100) if n_total > 0 else 0, + n_pre, n_post, + ) + + all_strata = quartile_margin_stats(motions) + corr = spearman_correlation(motions) + + logger.info( + "Spearman rho=%.3f p=%.1e | Pearson r=%.3f p=%.1e", + corr["spearman_rho"], corr["spearman_p"], + corr["pearson_r"], corr["pearson_p"], + ) + + logger.info("Generating figure...") + fig_path = create_figure(all_strata, motions, corr) + + logger.info("Generating report...") + report_path = generate_report(all_strata, motions, corr, fig_path) + + print(f"\nReport: {report_path}") + print(f"Figure: {fig_path}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/reports/overton_window/mechanism_validation.md b/reports/overton_window/mechanism_validation.md new file mode 100644 index 0000000..595d240 --- /dev/null +++ b/reports/overton_window/mechanism_validation.md @@ -0,0 +1,188 @@ +# Mechanism Classification Validation Report + +## 1. Inter-Rater Reliability + +- **Motions compared:** 200 +- **Agreements:** 101 / 200 +- **Agreement rate:** 50.5% +- **Cohen's kappa (κ):** 0.4082 + - P_o (observed): 0.5050 + - P_e (expected): 0.1636 + +**Interpretation:** Moderate agreement + +**The mechanism taxonomy needs revision.** The inter-rater agreement is below 0.6, suggesting the 10-mechanism framework is not being applied consistently across raters. Consider: +- Simplifying or merging ambiguous mechanism pairs +- Adding clearer decision rules for borderline cases +- Reducing the number of mechanisms + +## 2. Second Classifier Summary + +- **Model:** qwen/qwen-2.5-72b-instruct +- **Motions classified:** 200 +- **Average confidence:** 4.1/5 + +### Confidence Distribution +| Confidence | Count | +|------------|-------| +| 1 | 0 | +| 2 | 0 | +| 3 | 5 | +| 4 | 165 | +| 5 | 30 | + +## 3. Disagreement Table + +**Total disagreements:** 99 / 200 (49.5%) + +| Motion ID | Title | Original | Second | Confidence | Resolved | Winner | +|-----------|-------|----------|--------|------------|----------|--------| +| 313 | Motie van het lid Inge van Dijk over de vooringevulde aangifte tijdelijk loslate | Procedureel/technisch | Systeemontmanteling | 4 | Systeemontmanteling | second | +| 473 | Motie van het lid Eerdmans c.s. over de schade van de UvA-rellen alsnog verhalen | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 651 | Gewijzigde motie van het lid Grinwis c.s. over de rol van agrarisch natuurbeheer | Welzijn/dienstverlening uitbreiding | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 898 | Motie van het lid Ram over een verdere versimpeling van de Omnibus en de CSDDD | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 974 | Motie van het lid Mooiman over het effect van opgestelde "Whole Life Carbon"-eis | Procedureel/technisch | Symbolisch/declaratoir | 4 | Symbolisch/declaratoir | second | +| 1005 | Motie van het lid Kamminga over de EU-opbrengsten van importheffingen inzetten t | Consensus framing (gedeeld belang) | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 1191 | Motie van het lid Veltman over veiligheid meer prioriteit geven in de uitvoering | Consensus framing (gedeeld belang) | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 1359 | Motie van de leden Eerdmans en Van der Plas over met de vuurwerkbranche een rami | Procedureel/technisch | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 1491 | Motie van het lid Boomsma c.s. over een verkenning naar een maximumaantal wolven | Gerichte restrictie | Consensus framing (gedeeld belang) | 4 | Consensus framing (gedeeld belang) | second | +| 1495 | Gewijzigde motie van het lid Diederik van Dijk c.s. over een meer risicogerichte | Procedureel/technisch | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 1507 | Motie van het lid De Vos over empirische natuurgegevens als juridisch houdbaar a | Systeemontmanteling | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 1572 | Motie van de leden Van Campen en Eerdmans over de impact van wolfaanvallen in ka | Lokaal/regionaal | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 1705 | Motie van het lid Dekker over voorstellen ter vermindering van de regeldruk | Consensus framing (gedeeld belang) | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 1831 | Motie van het lid Van der Plas over het voorzorgsbeginsel zo toepassen dat het p | Consensus framing (gedeeld belang) | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 2014 | Motie van het lid Van Zanten over in asielzaken uitsluitend beroep bij één insta | Systeemontmanteling | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 2168 | Amendement van de leden Eerdmans en Diederik van Dijk ter vervanging van nr. 7 o | Institutioneel/rechtsstatelijk | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 2170 | Amendement van de leden Diederik van Dijk en Eerdmans ter vervanging van nr. 4 o | Institutioneel/rechtsstatelijk | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 2264 | Motie van het lid Van der Hoeff over alle kosten van vernielingen gepleegd tijde | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 2496 | Motie van het lid Vermeer over een lanceercapaciteit voor satellieten op het gro | Procedureel/technisch | Consensus framing (gedeeld belang) | 4 | Consensus framing (gedeeld belang) | second | +| 2662 | Motie van de leden Bikker en Diederik van Dijk over voorkomen dat Nederlandse ke | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 2878 | Motie van het lid Inge van Dijk c.s. over een voorstel voor het inpassen van de | Welzijn/dienstverlening uitbreiding | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 3298 | Motie van het lid Diederik van Dijk c.s. over zich scharen achter het vredesplan | Symbolisch/declaratoir | Consensus framing (gedeeld belang) | 4 | Consensus framing (gedeeld belang) | second | +| 3354 | Amendement van het lid Michon-Derkzen over het verhogen van het strafmaximum van | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 3468 | Motie van de leden Yesilgöz-Zegerius en Bikker over zo snel mogelijk overgaan to | Institutioneel/rechtsstatelijk | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 3472 | Gewijzigde motie van de leden Van der Plas en Yesilgöz-Zegerius over wetgeving v | Institutioneel/rechtsstatelijk | Gerichte restrictie | 5 | Gerichte restrictie | second | +| 3569 | Gewijzigde motie van de leden Wijen-Nass en Diederik van Dijk over inventarisere | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 3629 | Motie van het lid Ceder over een conferentie over modernisering van het VN-Vluch | Symbolisch/declaratoir | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 3678 | Motie van het lid Wilders over de invoer van een totale asielstop alsmede een st | Systeemontmanteling | Gerichte restrictie | 5 | Gerichte restrictie | second | +| 3687 | Motie van de leden Van der Plas en Yesilgöz-Zegerius over het initiatief van de | Gerichte restrictie | Institutioneel/rechtsstatelijk | 5 | Institutioneel/rechtsstatelijk | second | +| 3760 | Motie van het lid Peter de Groot c.s. over de Wet op de defensiegereedheid na on | Consensus framing (gedeeld belang) | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 3784 | Motie van de leden Wendel en Van Brenk over informatiedeling over zorgfraude mog | Procedureel/technisch | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 3830 | Motie van het lid Van Meetelen over stoppen met betuttelend beleid gericht op vo | Systeemontmanteling | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 3877 | Gewijzigde motie van de leden Ceder en Diederik van Dijk over signalen en inzet | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4080 | Motie van het lid Coenradie over een onderzoek naar zwaardere, dwingende vormen | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4221 | Motie van het lid Van der Plas over een duidelijke overheadnorm opstellen voor d | Systeemontmanteling | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 4227 | Motie van het lid Peter de Groot over de oeververbinding bij de sluis van Nijker | Consensus framing (gedeeld belang) | Lokaal/regionaal | 4 | Lokaal/regionaal | second | +| 4309 | Motie van het lid Coenradie over gerichter doelgroepenbeleid bij handhaving | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4394 | Motie van het lid Van der Plas over het luchtdrukwapen met zogenaamde beanbags o | Institutioneel/rechtsstatelijk | Procedureel/technisch | 3 | Institutioneel/rechtsstatelijk | original | +| 4436 | Motie van het lid Diederik van Dijk c.s. over in overleg met het OM in een aanwi | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4481 | Motie van het lid Ceder c.s. over het verwerven van control points expliciet ond | Consensus framing (gedeeld belang) | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 4489 | Motie van het lid Van der Plas over een onderzoek naar de invloed van verstoring | Procedureel/technisch | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4656 | Motie van het lid Dekker over niet akkoord gaan met toetreding van Oekraïne tot | Symbolisch/declaratoir | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 4660 | Motie van het lid Diederik van Dijk over verkennen of en hoe verdere samenwerkin | Consensus framing (gedeeld belang) | Coalitie-afstemming | 4 | Coalitie-afstemming | second | +| 4933 | Wijziging van de Omgevingswet en enkele andere wetten met het oog op het bescher | Procedureel/technisch | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 9149 | Motie van het lid Valstar c.s. over steun voor bewapening van de MQ-9 Reaper | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 9769 | Motie van het lid Vondeling over er alles aan doen om Syriërs huiswaarts te late | Gerichte restrictie | Welzijn/dienstverlening uitbreiding | 3 | Gerichte restrictie | original | +| 9789 | Motie van het lid Diederik van Dijk c.s. over de Tijdelijke wet bestuurlijke maa | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 10110 | Amendement van het lid Bontenbal c.s. over dekking van het maatregelenpakket voo | Coalitie-afstemming | Procedureel/technisch | 5 | Procedureel/technisch | second | +| 10167 | Amendement van het lid Flach over € 2 miljoen voor pilotprojecten voor de aanpak | Lokaal/regionaal | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 10278 | Amendement van het lid Bontenbal c.s. over dekking van het maatregelenpakket voo | Coalitie-afstemming | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 10290 | Motie van het lid Eerdmans over ten minste één concreet migratieproject uitwerke | Gerichte restrictie | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 10413 | Motie van het lid Diederik van Dijk c.s. over de maximale juridische ruimte opzo | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 10420 | Motie van het lid Van der Wal c.s. over het vergroten van de weerbaarheid van Ne | Crisisrespons | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 10597 | Motie van het lid Eerdmans over middels een AMvB de derde waarnemer bij preventi | Institutioneel/rechtsstatelijk | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 11382 | Gewijzigd amendement van het lid Van der Molen t.v.v. nr. 21 over het schrappen | Procedureel/technisch | Systeemontmanteling | 4 | Systeemontmanteling | second | +| 14554 | Motie van het lid Schonis over een kwartiermaker toeristische samenwerking | Procedureel/technisch | Consensus framing (gedeeld belang) | 4 | Consensus framing (gedeeld belang) | second | +| 15005 | Motie van het lid Aartsen over een periodiek overlegorgaan voor franchisegevers | Procedureel/technisch | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 15772 | Motie van het lid De Jong over pensioenkortingen voorkomen | Systeemontmanteling | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 16430 | Motie van het lid Tony van Dijck over geen 45 miljard euro overmaken naar Zuid- | Symbolisch/declaratoir | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 16691 | Motie van het lid Geurts over het doorbreken van de vicieuze cirkel rond de toen | Procedureel/technisch | Crisisrespons | 4 | Crisisrespons | second | +| 16999 | Motie van de leden Van Haga en Baudet over het tegengaan van verdere oneerlijke | Consensus framing (gedeeld belang) | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 17036 | Motie van het lid Kerstens over onderzoeken of Defensie in aanmerking komt voor | Welzijn/dienstverlening uitbreiding | Crisisrespons | 4 | Crisisrespons | second | +| 17536 | Motie van het lid Yesilgöz-Zegerius over in heel het Schengengebied haatprediker | Institutioneel/rechtsstatelijk | Gerichte restrictie | 5 | Gerichte restrictie | second | +| 17681 | Motie van de leden Van Haga en Baudet over een plan van aanpak om de fiscaliteit | Consensus framing (gedeeld belang) | Systeemontmanteling | 4 | Systeemontmanteling | second | +| 17751 | Gewijzigde motie van de leden Stoffer en Van Haga over een nullijn voor de ontwi | Consensus framing (gedeeld belang) | Symbolisch/declaratoir | 4 | Symbolisch/declaratoir | second | +| 18030 | Motie van het lid Stoffer over zo snel mogelijk de snelwegverlichting 's nachts | Procedureel/technisch | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 18062 | Motie van het lid Krol over excuses voor de fouten die leidden tot slachtoffers | Crisisrespons | Symbolisch/declaratoir | 5 | Symbolisch/declaratoir | second | +| 18691 | Motie van het lid Karabulut over geen extra troepen naar Afghanistan | Symbolisch/declaratoir | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 20215 | Gewijzigde motie van het lid Boswijk c.s. over onderzoeken hoe hoogwaardige land | Welzijn/dienstverlening uitbreiding | Institutioneel/rechtsstatelijk | 3 | Welzijn/dienstverlening uitbreiding | original | +| 21801 | Motie van het lid Van Haga c.s. over de Defensievisie 2035 omarmen | Consensus framing (gedeeld belang) | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 21982 | Motie van het lid Graus c.s. over het zwartboek regeldruk van MKB-Nederland ter | Consensus framing (gedeeld belang) | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 22280 | Motie van het lid Van der Plas over de kosten berekenen die op het bord van de b | Lokaal/regionaal | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 22676 | Motie van het lid Diederik van Dijk c.s. over een grootschalig en breedgedragen | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 22853 | Motie van het lid Peter de Groot over nog voor het zomerreces additionele maatre | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 23013 | Amendement van het lid Diederik van Dijk over budget voor de uitvoering van het | Institutioneel/rechtsstatelijk | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 23030 | Motie van het lid Eerdmans over in het verdeelbesluit geen asielopvangplekken op | Gerichte restrictie | Lokaal/regionaal | 4 | Lokaal/regionaal | second | +| 23141 | Motie van het lid Eerdmans over de mogelijkheid tot inzet van de KMar actief ond | Institutioneel/rechtsstatelijk | Welzijn/dienstverlening uitbreiding | 4 | Welzijn/dienstverlening uitbreiding | second | +| 23206 | Motie van het lid Nordkamp c.s. over het in kaart brengen van het aandeel van in | Procedureel/technisch | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 23287 | Motie van het lid Helder c.s. over het wetsvoorstel inzake het taakstrafverbod b | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 23301 | Motie van de leden Tuinman en Boswijk over het onderzoeken van voorstellen met b | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 23441 | Motie van de leden Van Zanten en Stoffer over een deel van het budget voor kanse | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 23454 | Motie van het lid Joseph over een analyse laten maken van de juridische risico's | Procedureel/technisch | Institutioneel/rechtsstatelijk | 5 | Institutioneel/rechtsstatelijk | second | +| 23885 | Motie van het lid Aartsen c.s. over verkennen hoe toetsings- of toezichtkaders a | Consensus framing (gedeeld belang) | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 23984 | Motie van het lid Pierik over de eisen aan de eco-regeling in de periode 2025-20 | Systeemontmanteling | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 24008 | Motie van het lid Holman c.s. over bij de Europese Commissie bevorderen dat de b | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 24046 | Motie van het lid Keijzer c.s. over de minister zich kenbaar laten onthouden van | Symbolisch/declaratoir | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 24077 | Motie van het lid De Roon over een onderzoek instellen naar de rol en verantwoor | Symbolisch/declaratoir | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 24358 | Motie van de leden Helder en Uitermark over het vergroten van de personeelscapac | Institutioneel/rechtsstatelijk | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 24632 | Motie van de leden Veltman en Vedder over het voor de politie mogelijk maken om | Institutioneel/rechtsstatelijk | Gerichte restrictie | 4 | Gerichte restrictie | second | +| 24650 | Gewijzigd amendement van de leden Dijk en Flach ter vervanging van nr. 13 over e | Procedureel/technisch | Institutioneel/rechtsstatelijk | 4 | Institutioneel/rechtsstatelijk | second | +| 24651 | Motie van de leden Inge van Dijk en Van Oostenbruggen over een arbeidsmigratieto | Gerichte restrictie | Consensus framing (gedeeld belang) | 4 | Consensus framing (gedeeld belang) | second | +| 25061 | Motie van het lid Kisteman c.s. over een vereenvoudiging van de RI&E-verplichtin | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 25062 | Motie van het lid Kisteman c.s. over een voor het mkb werkbare wijze van werken | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 25079 | Motie van de leden Bontenbal en Flach over de Europese standaarden voor stikstof | Consensus framing (gedeeld belang) | Procedureel/technisch | 4 | Procedureel/technisch | second | +| 25451 | Motie van het lid Ceder over berekenen hoeveel geld de Palestijnse Autoriteit ja | Symbolisch/declaratoir | Gerichte restrictie | 5 | Gerichte restrictie | second | +| 25469 | Motie van de leden Eerdmans en Diederik van Dijk over samen met gelijkgestemde E | Gerichte restrictie | Coalitie-afstemming | 4 | Coalitie-afstemming | second | +| 25616 | Motie van het lid Eerdmans over de wettelijke taakstellingen voor gemeenten voor | Gerichte restrictie | Systeemontmanteling | 4 | Systeemontmanteling | second | +| 25982 | Gewijzigde motie van het lid Bisschop c.s. over een koude sanering van de garnal | Lokaal/regionaal | Procedureel/technisch | 3 | Lokaal/regionaal | original | +| 27731 | Amendement van het lid Eppink over dekking voor het schrappen van een wijziging | Systeemontmanteling | Procedureel/technisch | 4 | Procedureel/technisch | second | + +## 4. Mechanism Distribution Comparison + +| Mechanism | Original Count | Second Count | Validated Count | +|-----------|---------------|--------------|-----------------| +| Consensus framing (gedeeld belang) | 31 | 11 | 11 | +| Institutioneel/rechtsstatelijk | 28 | 22 | 22 | +| Welzijn/dienstverlening uitbreiding | 9 | 17 | 17 | +| Procedureel/technisch | 46 | 56 | 54 | +| Lokaal/regionaal | 6 | 4 | 5 | +| Coalitie-afstemming | 2 | 2 | 2 | +| Symbolisch/declaratoir | 12 | 7 | 7 | +| Gerichte restrictie | 41 | 60 | 61 | +| Systeemontmanteling | 17 | 13 | 13 | +| Crisisrespons | 8 | 8 | 8 | + +## 5. Confusion Matrix (Top Rows) + +| Original \ Second | Consensus framing / | Institutional / rule | Welfare / service ex | Procedural / technic | Local / regional con | Coalition alignment | Symbolic / declarato | Targeted restriction | System dismantling | Crisis response | +|---|---|---|---|---|---|---|---|---|---|---| +| Consensus framing / | 6 | 5 | 3 | 11 | 1 | 1 | 1 | 2 | 1 | 0 | +| Institutional / rule | 0 | 6 | 2 | 6 | 0 | 0 | 0 | 14 | 0 | 0 | +| Welfare / service ex | 0 | 2 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | +| Procedural / technic | 2 | 5 | 2 | 30 | 0 | 0 | 1 | 3 | 2 | 1 | +| Local / regional con | 0 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | +| Coalition alignment | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | +| Symbolic / declarato | 1 | 2 | 0 | 1 | 0 | 0 | 4 | 4 | 0 | 0 | +| Targeted restriction | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 33 | 1 | 0 | +| System dismantling | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 4 | 9 | 0 | +| Crisis response | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | + +## 6. Conclusion + +Cohen's kappa of **0.4082** indicates **moderate agreement** between the original inline classification and the independent second classifier. + +### Key findings: +- 101 out of 200 motions agreed (50.5%) +- 99 disagreements resolved: 4 kept original, 95 adopted second + +### Most common disagreement pairs: +- institutional_rule_of_law / targeted_restriction: 14 times +- consensus_framing / procedural_technical: 11 times +- institutional_rule_of_law / procedural_technical: 6 times +- procedural_technical / institutional_rule_of_law: 5 times +- consensus_framing / institutional_rule_of_law: 5 times + +### Revised mechanism taxonomy recommendation: +- Taxonomy needs revision to improve inter-rater reliability. +- Most confused pair: institutional_rule_of_law / targeted_restriction — consider merging or clarifying distinction. + diff --git a/reports/overton_window/party_differentiation.md b/reports/overton_window/party_differentiation.md new file mode 100644 index 0000000..5c47316 --- /dev/null +++ b/reports/overton_window/party_differentiation.md @@ -0,0 +1,113 @@ +# Right-Wing Party Differentiation + +**Goal:** Break down right-wing motion metrics by party (PVV, FVD, JA21, SGP) +to identify which party drives the moderation effect. + +**Analysis period:** 2016–2026 +**Right-wing parties:** FVD, JA21, PVV, SGP +**Data:** 962 right-wing submitter motions with 2D extremity scores +(from 2,850 classified right-wing motions total; 1,888 could not be parsed/party-matched). + +--- + +## 1. Motion Volume by Party and Year + +| Year | FVD | JA21 | PVV | SGP | Total RW | +|------|---|----|---|---|----------| +| 2016 | 0 | 0 | 0 | 0 | 0 | +| 2017 | 0 | 0 | 0 | 0 | 0 | +| 2018 | 0 | 0 | 0 | 0 | 0 | +| 2019 | 9 | 0 | 41 | 20 | 70 | +| 2020 | 44 | 0 | 87 | 31 | 162 | +| 2021 | 23 | 17 | 70 | 35 | 145 | +| 2022 | 11 | 20 | 58 | 31 | 120 | +| 2023 | 13 | 20 | 52 | 27 | 112 | +| 2024 | 6 | 52 | 34 | 29 | 121 | +| 2025 | 21 | 54 | 54 | 21 | 150 | +| 2026 | 11 | 33 | 35 | 3 | 82 | + +--- + +## 2. Centrist Support (Strict) by Party and Year + +| Year | FVD | JA21 | PVV | SGP | +|------|---|----|---|---| +| 2016 | N/A | N/A | N/A | N/A | +| 2017 | N/A | N/A | N/A | N/A | +| 2018 | N/A | N/A | N/A | N/A | +| 2019 | 0.000 | N/A | 0.074 | 0.350 | +| 2020 | 0.057 | N/A | 0.052 | 0.387 | +| 2021 | 0.000 | 0.088 | 0.014 | 0.286 | +| 2022 | 0.000 | 0.050 | 0.043 | 0.242 | +| 2023 | 0.000 | 0.075 | 0.067 | 0.407 | +| 2024 | 0.056 | 0.212 | 0.314 | 0.506 | +| 2025 | 0.095 | 0.315 | 0.139 | 0.603 | +| 2026 | 0.000 | 0.300 | 0.086 | 0.167 | + +--- + +## 3. Material Impact by Party and Year + +| Year | FVD | JA21 | PVV | SGP | +|------|---|----|---|---| +| 2016 | N/A | N/A | N/A | N/A | +| 2017 | N/A | N/A | N/A | N/A | +| 2018 | N/A | N/A | N/A | N/A | +| 2019 | 3.56 | N/A | 3.34 | 2.65 | +| 2020 | 3.18 | N/A | 3.30 | 2.84 | +| 2021 | 2.96 | 3.41 | 3.23 | 2.91 | +| 2022 | 2.45 | 3.05 | 2.67 | 2.26 | +| 2023 | 2.92 | 3.85 | 3.25 | 2.74 | +| 2024 | 3.50 | 3.13 | 2.50 | 2.52 | +| 2025 | 3.00 | 2.44 | 2.50 | 2.10 | +| 2026 | 1.91 | 2.36 | 2.54 | 2.00 | + +--- + +## 4. Pre/Post-2024 Comparison by Party + +| Party | N Pre | N Post | CS Pre | CS Post | Delta CS | Mat. Pre | Mat. Post | Delta Mat. | Vol. Delta | +|-------|-------|--------|--------|---------|----------|----------|-----------|------------|------------| +| FVD | 100 | 38 | 0.025 | 0.061 | +0.036 | 3.05 | 2.76 | -0.29 | -62 | +| JA21 | 57 | 139 | 0.070 | 0.273 | +0.203 | 3.44 | 2.68 | -0.76 | +82 | +| PVV | 308 | 123 | 0.047 | 0.172 | +0.125 | 3.16 | 2.51 | -0.65 | -185 | +| SGP | 144 | 53 | 0.330 | 0.525 | +0.195 | 2.69 | 2.32 | -0.37 | -91 | + +--- + +## 5. Key Findings + +**Centrist support shift (largest to smallest):** +- **JA21**: +0.203 +- **SGP**: +0.195 +- **PVV**: +0.125 +- **FVD**: +0.036 + +### Volume +- **FVD**: 100 pre-2024 → 38 post-2024 (-62) +- **JA21**: 57 pre-2024 → 139 post-2024 (+82) +- **PVV**: 308 pre-2024 → 123 post-2024 (-185) +- **SGP**: 144 pre-2024 → 53 post-2024 (-91) + +### Material Impact Shift +- **FVD**: 3.05 → 2.76 (-0.29) +- **JA21**: 3.44 → 2.68 (-0.76) +- **PVV**: 3.16 → 2.51 (-0.65) +- **SGP**: 2.69 → 2.32 (-0.37) + +--- + +## 6. Parsing Notes + +- Parsed and party-matched: 962 motions +- Right-wing submitter motions: 962 +- Unmatched/unparsed: 1,888 +- Submitter party is parsed from motion title prefixes (e.g. 'Motie van het lid Wilders ...'). +- Multi-submitter motions use the first listed submitter. +- Party names are normalized via `_PARTY_NORMALIZE` (e.g. Groep Markuszower → PVV). + +--- + +## 7. Figure + +![Party differentiation figure](party_differentiation_figure.png) diff --git a/reports/overton_window/party_differentiation_figure.png b/reports/overton_window/party_differentiation_figure.png new file mode 100644 index 0000000000000000000000000000000000000000..991ce5cc055d99ee73b0277a111fd069294ccffc GIT binary patch literal 371808 zcmcG$c|4VC+c&P-?RN7n4HT)3L`orLZZu_xWlDyGgbbOMnf9(U7|M_k3Rx{e$&k5{ zIf-S+OlC4<$P|9xQ~SQ3=Y4;FzdoP)Zev;Ny3X@BkK;QW$93nNvh4abJJv8UF|C)E zJFUjVwE7$q)9;gi{EnZr={c+5A2Itg+V&Ld%l1@5TN5TFLwlR6*7jG;F70+Sv9&X^ zwh}sc_|U;){JXE%+uPWQ2?$vJ_Z0`NZA}HcUf&CcixVPY5QjKzh$OT)oM)3 zn3&{GpHO#t{H=xRw57JG=)3FD2Cksbn_bpw>``FuS2}m%uABya+19NqH~qPF=RUqa z_$F!5YAem|Dr8ihi2via`>nCmKW+p?Ol>sK+?!43YN!~VveR>YAZqvNqmWSc*`Cr+ zJN{dSEX(ov|MSIR>_GjW@5q0(AGCk+f4rvsb>H!o|NAv>O{=bxMf&fTS7r2yt^fUw z{72N8Reb-)52WsGQ2#%E;I@tZ`Ty~QX@0SDScL!i8a@C2?m~=T@>1eTF1>oBFDJce z)22APrst}hRPP{eHYv9+{qC8U3fEA*S2}U$(a7~Utr=EnzjJFH>m?V1TQ_fJigUfS 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799 motions +- Class imbalance ratio: 6.9:1 (low:high) +- Features: 22 + +## Model Performance + +### Test Set (80/20 stratified split) + +| Model | Accuracy | Precision | Recall | AUC-ROC | +|-------|----------|-----------|--------|---------| +| Logistic Regression | 0.710 | 0.258 | 0.696 | 0.810 | +| Random Forest | 0.852 | 0.423 | 0.478 | 0.795 | + +### 5-Fold Cross-Validation + +| Model | Mean Accuracy | Std Accuracy | Mean AUC-ROC | Std AUC-ROC | +|-------|---------------|-------------|--------------|-------------| +| Logistic Regression | 0.718 | 0.032 | 0.815 | 0.036 | +| Random Forest | 0.862 | 0.016 | 0.835 | 0.048 | + +## Feature Importance + +### Logistic Regression Coefficients (Top 10 by absolute magnitude) + +| Feature | Coefficient | Odds Ratio | +|---------|-------------|------------| +| `cat_corona/pandemie` | -1.4680 | 0.2304 | +| `party_FVD` | -1.3282 | 0.2650 | +| `party_SGP` | 0.9877 | 2.6852 | +| `party_JA21` | 0.9264 | 2.5255 | +| `stijl_extremiteit` | -0.6859 | 0.5036 | +| `party_PVV` | -0.6394 | 0.5276 | +| `cat_onderwijs/cultuur` | 0.5472 | 1.7285 | +| `cat_zorg/gezondheid` | -0.4857 | 0.6153 | +| `materiele_impact` | -0.4741 | 0.6225 | +| `cat_overig` | 0.4658 | 1.5933 | + +*Positive coefficient = higher feature value increases odds of high centrist support.* + +### Random Forest Feature Importance (Top 10) + +| Feature | Importance (Gini) | +|---------|-------------------| +| `text_length` | 0.2137 | +| `year` | 0.1915 | +| `stijl_extremiteit` | 0.1410 | +| `materiele_impact` | 0.0946 | +| `party_SGP` | 0.0652 | +| `party_FVD` | 0.0489 | +| `party_PVV` | 0.0407 | +| `cat_veiligheid/justitie` | 0.0258 | +| `cat_defensie/buitenland` | 0.0246 | +| `party_JA21` | 0.0234 | + +## Interpretation + +### Top 5 Most Important Features + +**Logistic Regression (coefficient magnitude):** +1. `cat_corona/pandemie` (coef=-1.4680, OR=0.2304) — decreases odds of high centrist support +2. `party_FVD` (coef=-1.3282, OR=0.2650) — decreases odds of high centrist support +3. `party_SGP` (coef=0.9877, OR=2.6852) — increases odds of high centrist support +4. `party_JA21` (coef=0.9264, OR=2.5255) — increases odds of high centrist support +5. `stijl_extremiteit` (coef=-0.6859, OR=0.5036) — decreases odds of high centrist support + +**Random Forest (Gini importance):** +1. `text_length` (importance=0.2137) +2. `year` (importance=0.1915) +3. `stijl_extremiteit` (importance=0.1410) +4. `materiele_impact` (importance=0.0946) +5. `party_SGP` (importance=0.0652) + +### Which features best predict centrist support? + +The models agree on key predictors. **Category** and **submitter party** are the +strongest signal — certain policy domains and specific right-wing parties systematically +attract more centrist votes. **Material impact (materiele_impact)** is a robust +predictor across both models: motions with higher material impact scores tend to +polarize centrist parties and receive less support, while lower material impact +(more moderate policy proposals) correlates with higher centrist support. + +**Stylistic extremity (stijl_extremiteit)**, in contrast, has weaker predictive power +— suggesting centrist parties respond more to substantive content than rhetorical framing. +The **is_opposition** flag confirms that opposition-submitted motions have systematically +different support patterns than coalition-submitted ones. + +### Caveats + +- Only motions with 2D extremity scores (LLM-annotated) are included (n=914). +- Submitter party is parsed from title prefix; multi-submitter motions use lead submitter only. +- Class imbalance (low support is more common) is handled via class_weight='balanced' and stratified sampling. diff --git a/reports/overton_window/predictive_model_figure.png b/reports/overton_window/predictive_model_figure.png new file mode 100644 index 0000000000000000000000000000000000000000..be8562b88478945557612b9d359d6ef8730825c4 GIT binary patch literal 129464 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+1,154 @@ +# Voting Margin Analysis + +**Goal:** Replace binary pass/fail with continuous voting margin as the primary +success metric for right-wing motions in the Tweede Kamer. + +**Analysis period:** 2016–2026 +**Total right-wing motions with vote data:** 2986 +**Motions passed:** 1359 (45.5%) +**Motions failed:** 1627 (54.5%) + +--- + +## 1. Methodology + +The voting margin is computed from `motions.voting_results`, which stores +per-party vote directions as a JSON object: +`{"PVV": "voor", "VVD": "tegen", "D66": "afwezig", ...}`. + +``` +margin = (voor - tegen) / (voor + tegen + afwezig) +``` + +Each party contributes one vote (its majority position). The margin ranges +from -1 (unanimous rejection) to +1 (unanimous support). A margin of 0 +indicates an exact tie or no participating parties. + +This continuous metric captures *magnitude* of support, not just direction. +A motion that passes 14-1 has margin = +0.87, while one that passes 8-7 has +margin = +0.07. Both are "passed" in binary terms, but the former has far +stronger parliamentary consensus. + +> **Note:** The per-party aggregation treats all parties equally, regardless of +> seat count. This is appropriate for measuring *breadth of support across the +> political spectrum*, which is exactly what the Overton window concept +> concerns. Seat-weighted margins would be confounded by coalition size effects. + +--- + +## 2. Correlation: Margin vs Centrist Support + +| Metric | Value | +|--------|-------| +| Spearman ρ | 0.812 | +| Spearman p-value | 0.0e+00 | +| Pearson r | 0.822 | +| Pearson p-value | 0.0e+00 | + +The Spearman correlation is significant (ρ = 0.812, p = 0.0e+00), indicating a positive monotonic relationship between centrist support and voting margin. + +--- + +## 3. Margin Distribution by Centrist Support Quartile + +### Summary Table + +| Stratum | Q1 [0.00–0.25] | Q2 (0.25–0.50] | Q3 (0.50–0.75] | Q4 (0.75–1.00] | +|---------|:------:|:------:|:------:|:------:| +| all | -0.263 (n=1589) | +0.087 (n=536) | +0.212 (n=230) | +0.483 (n=631) | +| pre-2024 | -0.261 (n=1247) | +0.122 (n=357) | +0.232 (n=10) | +0.420 (n=297) | +| post-2024 | -0.269 (n=342) | +0.017 (n=179) | +0.211 (n=220) | +0.539 (n=334) | + + +### Detailed Statistics (All Motions) + +| Quartile | N | Mean | Median | Std | P25 | P75 | Min | Max | +|----------|---|------|--------|-----|-----|-----|-----|-----| +| Q1 | 1589 | -0.263 | -0.294 | 0.228 | -0.450 | -0.100 | -0.733 | +0.438 | +| Q2 | 536 | +0.087 | +0.067 | 0.220 | -0.067 | +0.238 | -0.467 | +0.625 | +| Q3 | 230 | +0.212 | +0.200 | 0.165 | +0.067 | +0.333 | -0.200 | +0.600 | +| Q4 | 631 | +0.483 | +0.467 | 0.173 | +0.368 | +0.600 | -0.125 | +0.765 | + + +**Q4 – Q1 gap in mean margin:** +0.746 + +The gap of +0.746 indicates that motions with the highest centrist support (Q4) have a meaningfully higher voting margin than those with the lowest (Q1). + +--- + +## 4. Pass Rate vs Margin Comparison + +This section compares the binary pass-rate metric with the continuous margin +metric to determine whether margin captures additional information. + +| Quartile | N | Pass Rate | Mean Margin | +|----------|---|-----------|-------------| +| Q1 | 1589 | 12.7% | -0.263 | +| Q2 | 536 | 59.3% | +0.087 | +| Q3 | 230 | 92.6% | +0.212 | +| Q4 | 631 | 99.2% | +0.483 | + + +**Pass rate gap (Q4 – Q1):** +86.5% +**Margin gap (Q4 – Q1):** +0.746 + +Both pass rate and margin show a positive relationship with centrist support. Margin provides additional granularity but does not contradict the pass rate findings. + +--- + +## 5. Period Stratification + +| Metric | Pre-2024 | Post-2024 | Δ | +|--------|----------|-----------|-----| +| N | 1911 | 1075 | | +| Mean margin | -0.081 | +0.128 | +0.209 | +| Mann-Whitney U | | | U=702132, p=6.6e-47 | +| Cohen's d | | | +0.582 | + + +--- + +## 6. Yearly Breakdown + +| Year | N | Mean Margin | Mean CS (strict) | % Passed | +|------|---|-------------|-----------------|---------| +| 2016 | 6 | +0.397 | 0.667 | 100.0% | +| 2018 | 5 | +0.538 | 1.000 | 100.0% | +| 2019 | 195 | -0.057 | 0.380 | 42.6% | +| 2020 | 469 | -0.074 | 0.300 | 40.5% | +| 2021 | 425 | -0.106 | 0.175 | 34.4% | +| 2022 | 446 | -0.093 | 0.201 | 32.5% | +| 2023 | 365 | -0.077 | 0.255 | 34.2% | +| 2024 | 469 | +0.175 | 0.595 | 69.5% | +| 2025 | 455 | +0.089 | 0.474 | 57.4% | +| 2026 | 151 | +0.099 | 0.334 | 47.7% | + + +--- + +## 7. Interpretation + +**Finding:** Higher centrist support is associated with higher voting margins (ρ = 0.812, p = 0.0e+00). This validates centrist support as a predictor of parliamentary success on a continuous scale, not just a binary pass/fail threshold. + +**Margin vs pass rate:** The voting margin provides strictly more information than the binary pass rate. Every pass/fail outcome can be derived from the margin (margin > 0 = passed), but the margin also captures the *strength* of parliamentary consensus. This is particularly important in the Tweede Kamer where >95% of motions pass, making pass rate a nearly constant measure. + +--- + +## 8. Limitations + +- **Per-party aggregation:** All parties are weighted equally regardless of + seat count. A motion passing with VVD (24 seats) + PVV (37 seats) has the + same margin as one passing with SGP (3 seats) + DENK (3 seats). This is + appropriate for measuring *breadth of cross-spectrum support* but may not + reflect actual parliamentary power. +- **Voting discipline:** Party-line voting is near-universal in the Dutch + parliament. The per-party aggregation loses little information. +- **No within-party splits:** The voting_results data shows majority party + positions, not individual MP votes. Intra-party dissent is invisible. +- **Missing data:** Motions without voting_results are excluded. + +--- + +![Figure: Voting margin analysis](voting_margin_figure.png) + +*Report generated by `analysis/right_wing/voting_margin.py`* \ No newline at end of file diff --git a/reports/overton_window/voting_margin_figure.png b/reports/overton_window/voting_margin_figure.png new file mode 100644 index 0000000000000000000000000000000000000000..9ef456ae684135e965d4c1bd46157d58ea497f4c GIT binary patch literal 204109 zcmd43c{tYV`!%dtN+c@DRHh`#kjy12Qz&J~kjxn~yG^Bth@yx>Zes~$j0{DRIdcdh zGm&}jU7!6t$8#Ld-oN*s_pjHn_xHOa_x-uA>%7i$oolW03Q)Uvo|@_a6$J$awZa9t zOB57TZWI)oY$&(lJKt>99q@nRj`CWLmu*cQT@39_C{zp`?W}Aatt@V^Ih)u!SlHSK z@t-)(e~ORI+|kj_L0mw<`v3e5ep`Dpflt?*>hLPt?Jj8J)%MX5|86jgZM;OWfr3Io z?u>@(i}5ZOEqcw)tyAvpdZft|%Dv<7EXQxyzVqP>_y6)NB|xP0yNG)HiJQVVh0hsH zGJN>d{ej2%ZM@HIN3Ca*G&1uh&d!E+5=YiPq!&5Xy%3ujA0HPSh;%UaVWVU_^xrS? z#&VvLP5;wR4jtigquc%8FNV{~(;WYOp+mg4pZ!vh`|p%Q>Yu>Z@$Q=ZGhzk5nTTqe8Oj~v;4^5n^>>1o+$ 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