v3.2.0 — Phase D population, soir d'élection, scénarios URL, fiches enrichies, favicon/og · f35ab91 · qc-election

added COMPAS-PROGRAMMES.md +72 −0

		`@@ -0,0 +1,72 @@`
	1	+<!-- QC Élection Forecast — Plateforme de prévision électorale du Québec 2026 -->
	2	+<!-- Auteur : Simon-Pierre Boucher -->
	3	+<!-- Contact : contact@spboucher.ai -->
	4	+<!-- https://www.qc-election.com -->
	5	+
	6	+# FEUILLE DE ROUTE — Programmes officiels et compas électoral IA
	7	+
	8	+Mandat reçu le 2026-08-31 (spécification complète conservée ici). Statut :
	9	+PLANIFIÉ — prochaine grande phase après la consolidation du forecast.
	10	+Règle finale : ne jamais sacrifier la neutralité et la preuve pour le spectaculaire.
	11	+
	12	+## Vision
	13	+Module d'analyse des programmes des 5 partis : documentation officielle
	14	+collectée/versionnée, engagements atomiques structurés et CITÉS, comparaison
	15	+équitable thème par thème, compas électoral multidimensionnel (6 axes + sous-axes)
	16	+alimenté par l'IA mais audité, questionnaire adaptatif, proximités avec
	17	+incertitude — jamais « vous êtes ce parti ».
	18	+
	19	+## Règles absolues (résumé de la spécification)
	20	+1. Aucune invention : chaque affirmation ↔ preuve textuelle officielle +
	21	+ version; « position officielle non trouvée » plutôt qu'une position supposée;
	22	+ séparation engagement explicite / orientation / chiffré / continuité /
	23	+ position historique non reconfirmée / inférence IA (marquée, confiance,
	24	+ exclue du score principal) / absence.
	25	+2. Hiérarchie d'autorité : plateforme finale > cadre financier > engagement
	26	+ de campagne > communiqué > page thématique > congrès > déclaration
	27	+ transcrite > social officiel. Contradiction → afficher les deux, jamais écraser.
	28	+3. Neutralité testée : double classification indépendante + arbitre,
	29	+ permutation des noms de partis, symétrie des formulations, calibration sur
	30	+ corpus annoté, reproductibilité à température nulle, versions modèle/prompt.
	31	+4. Vie privée : aucune réponse du compas enregistrée sans consentement.
	32	+
	33	+## Actifs déjà en place (réutiliser)
	34	+- Sites officiels vérifiés + registre : `config/social_seeds.json`
	35	+ (caq/pq/plq/qs/pcq + fiches DGEQ `data/partis_autorises.json`).
	36	+- Pipeline Firecrawl (scrape/archivage/hash) : `ingest/firecrawl_watch.py`,
	37	+ patterns d'archivage `data/raw/…`.
	38	+- File de révision : pattern `excluded=True` + WebSignal (rapports primaires).
	39	+- RAG maison : `modeling/explain.py` (à étendre au corpus des programmes).
	40	+- Design system QC Signal + composants (tabs, tables, cartes).
	41	+
	42	+## Ordre d'exécution (spécification §Ordre)
	43	+1. Schéma canonique : tables `party_documents` (versionnées, hash, autorité,
	44	+ statut actif/remplacé), `claims` (engagement atomique : thème, verbatim,
	45	+ citation URL+section, instrument, statut, coûts, compétence, confiance,
	46	+ validation humaine), `taxonomy` versionnée (18 thèmes), `axes` (6+6).
	47	+2. Connecteurs des 5 sites (découverte PDF/pages, diff « Ce qui a changé dans
	48	+ les programmes », respect robots.txt, file de blocage humaine).
	49	+3. Extraction d'engagements (règles + LLM avec confiance, JAMAIS silencieux)
	50	+ + interface de révision (admin).
	51	+4. Comparateur thématique (matrice 5 partis × 18 thèmes, indices documentaires :
	52	+ couverture, précision, chiffrage, financement, cohérence, traçabilité,
	53	+ faisabilité juridictionnelle, stabilité — méthodologie publique, pas de
	54	+ « meilleur programme »).
	55	+5. Axes + corpus annoté + calibration IA (scores -5..+5 par engagement,
	56	+ pondération autorité/récence/précision/budget, incertitude, preuves listées).
	57	+6. Questionnaire 25-35 propositions + mode adaptatif (gain d'information,
	58	+ importance déclarée, « cela dépend », axes désactivables).
	59	+7. Moteur de proximité (par axe, accords/désaccords forts, robustesse,
	60	+ sensibilité, 3 pondérations, intervalles) — jamais un verdict unique.
	61	+8. Pages : /programmes (matrice, recherche sémantique, citations ouvrables,
	62	+ chronologie, « différences essentielles », « positions non documentées »),
	63	+ /compas (interactif, accessible, partage sans réponses privées),
	64	+ explorateur RAG cité, mode chercheur (exports CSV/JSON, API, snapshots
	65	+ immuables reproductibles).
	66	+9. Contrôles automatiques (§Étape 10 au complet) + tests de biais.
	67	+
	68	+## Définition de terminé (spécification)
	69	+Un citoyen comprend les différences réelles, vérifie chaque affirmation dans un
	70	+document officiel, obtient une proximité multidimensionnelle sans manipulation,
	71	+explore pourquoi le résultat change, et reproduit le même résultat depuis le
	72	+même snapshot.

modified METHODOLOGY.md +27 −1

		`@@ -5,7 +5,7 @@`
5	5
6	6	# Méthodologie — QC Élection Forecast
7	7
8		−Version du modèle : 2.0.0 « Au-delà des sondages » · Élection cible : générale
	8	+Version du modèle : 3.2.0 « 127 » · Élection cible : générale
9	9	québécoise du 5 octobre 2026 (127 circonscriptions, majorité à 64).
10	10
11	11	Ce document est la référence auditable du système. La version grand public est servie sur
		`@@ -269,6 +269,32 @@ données futures dans les replays.`
269	269	chantier suivant : innovations à queues lourdes (Student-t) testées par le
270	270	même replay.
271	271
	272	+
	273	+## 9 quater. v3.2 — Phase D (population), soir d'élection, scénarios, connecteurs
	274	+
	275	+- Feature store démographique (Phase D) : classeur OFFICIEL d'Élections
	276	+ Québec « Statistiques du Recensement 2021 par circonscription 2026 »
	277	+ (2 917 variables × 127 circonscriptions, codes stables — source parfaite,
	278	+ aucune interpolation) → `data/population/riding_2026_demographics.csv`
	279	+ (population, 65+, langue à la maison, universitaire, locataires, immigrants,
	280	+ revenu 100 k$+, autochtones, appartements, minorités visibles; z-scores) et
	281	+ graphe de similarité top-10 (cosinus) — validation qualitative : Gouin ≈
	282	+ Mercier/Ste-Marie–St-Jacques; Westmount ≈ NDG/Mont-Royal–Outremont; Ungava
	283	+ profil nordique. Base du MRP (cellules) et du transfert du soir d'élection.
	284	+ Exposé par fiche (`/api/demographics/{nom}`).
	285	+- Modèle du soir d'élection (dormant jusqu'au 5 octobre) : prior = forecast
	286	+ final; résidus des circonscriptions rapportées décomposés hiérarchiquement
	287	+ (national ~N(0, σ_industrie²) → régional → local), pondérés par leur propre
	288	+ dépouillement (garde anti-biais des premiers bureaux); resimulation avec
	289	+ variances réduites; déclarations conservatrices (P ≥ 99,5 % ET ≥ 40 %
	290	+ dépouillé). `/api/election-night`, alimenté par l'admin depuis le DGEQ.
	291	+- Laboratoire de scénarios : chaque scénario du simulateur est encodé dans
	292	+ l'URL (partage exact), presets reproductibles, étiquetage strict
	293	+ « conditionnel — pas le forecast officiel ».
	294	+- Fiches locales : sensibilité au swing (marge attendue, chemin de bascule
	295	+ minimal vers le challenger, stabilité vs largeur d'IC) + démographie officielle
	296	+ + circonscriptions semblables.
	297	+
272	298	## 10. Limites connues
273	299
274	300	1. Pas de sondages régionaux publics structurés — la variation régionale vient de la

modified V3_MODEL_ARCHITECTURE.md +6 −0

		`@@ -28,3 +28,9 @@ prédictive du prochain sondage → 10 modèle du soir d'élection.`
28	28
29	29	Règles : shadow/champion-challenger avant production; version bump à tout
30	30	changement de distribution; no silent model change (backtest+ablation+changelog).
	31	+
	32	+## Phase suivante planifiée — Programmes & Compas électoral IA
	33	+Mandat complet : `COMPAS-PROGRAMMES.md` (documents officiels versionnés des 5
	34	+partis, engagements atomiques cités, comparateur thématique, compas 6 axes,
	35	+questionnaire adaptatif, RAG cité, exports chercheurs) — neutralité et preuve
	36	+avant spectaculaire.

modified backend/app/api/admin.py +23 −0

		`@@ -191,6 +191,29 @@ def _ablation_job():`
191	191	db.close()
192	192
193	193
	194	+class ReportedDistrict(BaseModel):
	195	+ district: str
	196	+ pct_reported: float = Field(ge=0, le=100)
	197	+ results: dict[str, float] # {party: % des votes dépouillés}
	198	+
	199	+
	200	+class ElectionNightIn(BaseModel):
	201	+ reported: list[ReportedDistrict]
	202	+ n_sims: int = Field(15000, ge=2000, le=50000)
	203	+
	204	+
	205	+@router.post("/election-night", dependencies=[Depends(require_admin)])
	206	+def election_night_update(body: ElectionNightIn, db: Session = Depends(get_db)):
	207	+ """Soir d'élection : injecte les résultats partiels DGEQ → forecast en direct."""
	208	+ from ..modeling.election_night import update
	209	+ reported = [r.model_dump() for r in body.reported]
	210	+ for r in reported:
	211	+ s = sum(r["results"].values())
	212	+ if r["results"] and not (60 <= s <= 105):
	213	+ raise HTTPException(422, f"{r['district']}: somme implausible ({s:.0f})")
	214	+ return update(db, reported, n_sims=body.n_sims)
	215	+
	216	+
194	217	def _replay_job():
195	218	from ..modeling.validation.historical_replay import run_replay
196	219	run_replay()

modified backend/app/api/public.py +27 −0

		`@@ -278,6 +278,33 @@ def ablation_report():`
278	278	return json.loads(f.read_text())
279	279
280	280
	281	+@router.get("/demographics/{name}")
	282	+def demographics(name: str):
	283	+ """Démographie officielle de la circonscription (Recensement 2021 sur les
	284	+ limites 2026, classeur Élections Québec) + circonscriptions semblables."""
	285	+ from ..ingest.eq_socioeconomic import POP_DIR, slug_of
	286	+ f = POP_DIR / "portraits" / f"{slug_of(name)}.json"
	287	+ if not f.exists():
	288	+ raise HTTPException(404, "Démographie non disponible")
	289	+ data = json.loads(f.read_text())
	290	+ simf = POP_DIR / "riding_similarity.json"
	291	+ if simf.exists():
	292	+ data["similar"] = json.loads(simf.read_text()).get(data["district"], [])[:6]
	293	+ return data
	294	+
	295	+
	296	+@router.get("/election-night")
	297	+def election_night():
	298	+ """État du modèle du soir d'élection (dormant avant le 5 octobre 2026)."""
	299	+ from ..modeling.election_night import latest_state
	300	+ state = latest_state()
	301	+ if state is None:
	302	+ raise HTTPException(404, "Le soir d'élection n'a pas commencé — le "
	303	+ "modèle s'activera avec les premiers résultats "
	304	+ "officiels du DGEQ le 5 octobre 2026.")
	305	+ return state
	306	+
	307	+
281	308	@router.get("/replay")
282	309	def replay_report():
283	310	"""Replay historique multi-élections (2007-2022, LOEO strict, §52-54)."""

modified backend/app/config.py +1 −1

		`@@ -36,7 +36,7 @@ _load_env_file(BASE_DIR / ".env")`
36	36	class Settings(BaseSettings):
37	37	# --- Général ---
38	38	app_name: str = "QC Élection Forecast"
39		− model_version: str = "3.1.0"
	39	+ model_version: str = "3.2.0"
40	40	database_url: str = f"sqlite:///{BASE_DIR / 'qc_election.db'}"
41	41	admin_token: str = os.environ.get("ADMIN_TOKEN", "change-me")
42	42	port: int = 8140

added backend/app/ingest/eq_socioeconomic.py +329 −0

		`@@ -0,0 +1,329 @@`
	1	+# QC Élection Forecast — Plateforme de prévision électorale du Québec 2026
	2	+# Auteur : Simon-Pierre Boucher
	3	+# Contact : contact@spboucher.ai
	4	+# https://www.qc-election.com
	5	+"""Feature store démographique des 127 circonscriptions (Phase D).
	6	+
	7	+SOURCE TIER 1 IDÉALE : Élections Québec publie, pour chacune des 127
	8	+circonscriptions 2026, un « Portrait socioéconomique » — produits personnalisés
	9	+du Recensement 2021 de Statistique Canada calculés SUR LES LIMITES 2026
	10	+(aucune interpolation d'aires de diffusion requise) :
	11	+âge × genre, langue parlée à la maison, diplomation, revenu des ménages,
	12	+immigration, identité autochtone, minorités visibles, type de logement.
	13	+
	14	+Sorties :
	15	+ * data/population/riding_2026_demographics.csv — 1 ligne / circonscription
	16	+ (variables clés + z-scores standardisés sur les 127) avec provenance;
	17	+ * data/population/riding_similarity.json — top 10 de circonscriptions
	18	+ SEMBLABLES par distance cosinus sur les features standardisées (§29 :
	19	+ partial pooling, transferts du soir d'élection, comparaisons);
	20	+ * data/population/portraits/{slug}.json — détail complet par circonscription
	21	+ (fiches locales, cellules MRP marginales âge×genre×langue).
	22	+"""
	23	+from __future__ import annotations
	24	+
	25	+import json
	26	+import logging
	27	+import re
	28	+import unicodedata
	29	+from concurrent.futures import ThreadPoolExecutor
	30	+from datetime import date
	31	+
	32	+import numpy as np
	33	+from sqlalchemy.orm import Session
	34	+
	35	+from ..config import DATA_DIR, settings
	36	+from .. import models as Mo
	37	+
	38	+log = logging.getLogger("eq-socio")
	39	+
	40	+POP_DIR = DATA_DIR / "population"
	41	+PORTRAIT_URL = ("https://www.electionsquebec.qc.ca/cartes-electorales/"
	42	+ "circonscriptions-provinciales/portrait-socioeconomique/{slug}/")
	43	+
	44	+AGE_GROUPS = ["0 à 9", "10 à 19", "20 à 29", "30 à 39", "40 à 49",
	45	+ "50 à 59", "60 à 69", "70 à 79", "80 ans et plus"]
	46	+
	47	+# variables retenues pour la standardisation / similarité
	48	+Z_FEATURES = ["pct_60_plus", "pct_locataires", "pct_francais", "pct_anglais",
	49	+ "pct_universitaire", "pct_revenu_100k_plus", "pct_immigrants",
	50	+ "pct_autochtone", "pct_appartements"]
	51	+
	52	+
	53	+def slug_of(name: str) -> str:
	54	+ s = re.sub(r"[–—]", "-", name) # tirets cadratins AVANT l'ascii-fold
	55	+ s = unicodedata.normalize("NFKD", s).encode("ascii", "ignore").decode()
	56	+ s = s.replace("'", "").replace("’", "")
	57	+ s = re.sub(r"[\s-]+", "-", s).lower()
	58	+ return re.sub(r"[^a-z0-9-]", "", s)
	59	+
	60	+
	61	+def _table_after(md: str, header_kw: str, span: int = 2600) -> dict[str, float]:
	62	+ """Première table markdown après un titre contenant `header_kw` →
	63	+ {libellé: valeur de la circonscription (1re colonne de données)}."""
	64	+ i = md.lower().find(header_kw.lower())
	65	+ if i < 0:
	66	+ return {}
	67	+ window = md[i:i + span]
	68	+ out = {}
	69	+ for m in re.finditer(r"^\\|\s([^\|]{2,80}?)\s\\|\s([\d\s ,.$%]+?)\s\\|", window, re.M):
	70	+ label = m.group(1).strip().strip("*")
	71	+ raw = m.group(2).replace("%", "").replace("$", "")
	72	+ raw = re.sub(r"[\s ]", "", raw).replace(",", ".")
	73	+ try:
	74	+ v = float(raw)
	75	+ except ValueError:
	76	+ continue
	77	+ # les tables successives réutilisent les mêmes libellés (âge en %,
	78	+ # puis effectifs Hommes/Femmes, puis Province) : la PREMIÈRE table
	79	+ # après le titre fait foi — jamais d'écrasement.
	80	+ if label not in out:
	81	+ out[label] = v
	82	+ return out
	83	+
	84	+
	85	+def _riding_population(md: str, name: str) -> float \| None:
	86	+ """Population = total Hommes + Femmes du bloc de LA circonscription
	87	+ (le bloc « Province » suit — on s'arrête avant)."""
	88	+ i = md.find("Répartition des femmes et des hommes selon l'âge")
	89	+ if i < 0:
	90	+ return None
	91	+ block = md[i:i + 2600]
	92	+ j = block.find("Province")
	93	+ if j > 0:
	94	+ block = block[:j]
	95	+ m = re.search(r"\\|\s\\Total\\\s\\|\s([\d\s , ]+)\\|\s([\d\s , ]+)\\|",
	96	+ block)
	97	+ if not m:
	98	+ return None
	99	+ def n(s):
	100	+ return float(re.sub(r"[^\d]", "", s) or 0)
	101	+ return n(m.group(1)) + n(m.group(2))
	102	+
	103	+
	104	+def parse_portrait(md: str, name: str = "") -> dict \| None:
	105	+ """Markdown du portrait → variables clés (avec les tables brutes utiles)."""
	106	+ ages = _table_after(md, "Population totale selon les groupes d'âge", 1000)
	107	+ ages = {k: v for k, v in ages.items()
	108	+ if any(k.startswith(g) for g in AGE_GROUPS) and v <= 100}
	109	+ if len(ages) < 7:
	110	+ return None
	111	+ pop_total = _riding_population(md, name)
	112	+ langue = _table_after(md, "langue la plus souvent parlée", 900)
	113	+ diplo = _table_after(md, "plus haut diplôme ou grade", 2200)
	114	+ revenu = _table_after(md, "Revenu des ménages", 2600)
	115	+ immig = _table_after(md, "Citoyenneté et immigration", 1600)
	116	+ autoch = _table_after(md, "identité autochtone", 700)
	117	+ logement = _table_after(md, "type de construction résidentielle", 1800)
	118	+ minor = _table_after(md, "Minorités visibles", 900)
	119	+
	120	+ def find(d, *kws):
	121	+ for k, v in d.items():
	122	+ if all(kw.lower() in k.lower() for kw in kws):
	123	+ return v
	124	+ return None
	125	+
	126	+ g60 = sum(v for k, v in ages.items()
	127	+ if k.startswith(("60 à 69", "70 à 79", "80 ans")))
	128	+ g2039 = sum(v for k, v in ages.items() if k.startswith(("20 à 29", "30 à 39")))
	129	+ uni = find(diplo, "universitaire") or find(diplo, "baccalauréat")
	130	+ rev100 = sum(v for k, v in revenu.items()
	131	+ if re.match(r"(100 000\|125 000\|150 000\|200 000)", k))
	132	+ return {
	133	+ "population": pop_total,
	134	+ "age_groups_pct": ages,
	135	+ "pct_60_plus": round(g60, 1),
	136	+ "pct_20_39": round(g2039, 1),
	137	+ "pct_francais": find(langue, "français"),
	138	+ "pct_anglais": find(langue, "anglais"),
	139	+ "pct_universitaire": uni,
	140	+ "pct_revenu_100k_plus": round(rev100, 1) if revenu else None,
	141	+ "pct_immigrants": find(immig, "immigrant"),
	142	+ "pct_autochtone": find(autoch, "autochtone"),
	143	+ "pct_minorites_visibles": find(minor, "minorit") or find(minor, "total"),
	144	+ "pct_appartements": find(logement, "appartement") or
	145	+ find(logement, "cinq étages"),
	146	+ "tables": {"langue": langue, "revenu": revenu, "diplome": diplo,
	147	+ "logement": logement},
	148	+ }
	149	+
	150	+
	151	+XLS_URL = ("https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/"
	152	+ "statistiques-recensement-2021-CEP2026.xls")
	153	+XLS_PATH = POP_DIR / "statistiques-recensement-2021-CEP2026.xls"
	154	+
	155	+# Codes de variables stables du classeur officiel (feuille « 127 CEP 2026 »)
	156	+XLS_CODES = {
	157	+ "population": "TAB1CH_0",
	158	+ "pct_65_plus": "TAB1CH_20b",
	159	+ "pct_revenu_100k_plus": "TAB2C2247_REV",
	160	+ "pct_autochtone": "TAB1CH_lan_N_9",
	161	+ "pct_locataires": "TAB2C2515a",
	162	+ "n_immigrants": "TAB2C18",
	163	+ "n_immigration_total": "TAB2C16",
	164	+ "n_uni_bacc_plus": "TAB3C706",
	165	+ "pct_fr_maison": "TAB1CH_580a", # langue la plus parlée à la MAISON
	166	+ "pct_en_maison": "TAB1CH_579a",
	167	+ "n_app_duplex": "TAB1CH_209",
	168	+ "n_app_moins5": "TAB1CH_210",
	169	+ "n_app_5plus": "TAB1CH_211",
	170	+ "n_logements_occ": "TAB1CH_0b",
	171	+}
	172	+
	173	+
	174	+def build_from_xls(db: Session) -> dict:
	175	+ """SOURCE PRINCIPALE : le classeur officiel d'Élections Québec
	176	+ (Recensement 2021, 2 917 variables × 127 circonscriptions 2026, codes
	177	+ stables) — déterministe, complet, sans scraping."""
	178	+ import httpx
	179	+ import pandas as pd
	180	+ POP_DIR.mkdir(parents=True, exist_ok=True)
	181	+ if not XLS_PATH.exists():
	182	+ r = httpx.get(XLS_URL, timeout=180, follow_redirects=True)
	183	+ r.raise_for_status()
	184	+ XLS_PATH.write_bytes(r.content)
	185	+ raw = pd.ExcelFile(XLS_PATH).parse("127 CEP 2026 ", header=None)
	186	+ # noms de circonscription sur deux lignes (L1 + L2)
	187	+ names = []
	188	+ for c in range(3, raw.shape[1]):
	189	+ l1 = str(raw.iat[1, c]) if pd.notna(raw.iat[1, c]) else ""
	190	+ l2 = str(raw.iat[2, c]) if pd.notna(raw.iat[2, c]) else ""
	191	+ names.append((l1 + l2).strip())
	192	+ code_row = {str(raw.iat[i, 0]).strip(): i for i in range(raw.shape[0])
	193	+ if pd.notna(raw.iat[i, 0])}
	194	+ # % minorités visibles : repérée par libellé (code variable selon éditions)
	195	+ minor_row = next((i for i in range(raw.shape[0])
	196	+ if pd.notna(raw.iat[i, 1]) and "total des minorités visibles"
	197	+ in str(raw.iat[i, 1]).lower()
	198	+ and "pourcentage" in str(raw.iat[i, 1]).lower()), None)
	199	+ uni_denom_row = next((i for i in range(raw.shape[0])
	200	+ if pd.notna(raw.iat[i, 1]) and
	201	+ "15 ans et plus dans les ménages privés selon le plus haut"
	202	+ in str(raw.iat[i, 1])), None)
	203	+
	204	+ def val(code_or_row, col):
	205	+ i = code_row.get(code_or_row) if isinstance(code_or_row, str) else code_or_row
	206	+ if i is None:
	207	+ return None
	208	+ v = raw.iat[i, col]
	209	+ try:
	210	+ return float(v)
	211	+ except (TypeError, ValueError):
	212	+ return None
	213	+
	214	+ # alignement noms XLS ↔ noms de la base (accents/tirets)
	215	+ db_names = {slug_of(d.name): d.name for d in db.query(Mo.District).all()}
	216	+ rows = []
	217	+ for k, xls_name in enumerate(names):
	218	+ col = 3 + k
	219	+ name = db_names.get(slug_of(xls_name))
	220	+ if name is None:
	221	+ log.warning("circonscription XLS non appariée: %s", xls_name)
	222	+ continue
	223	+ cv = lambda k: val(XLS_CODES[k], col)
	224	+ pop = cv("population")
	225	+ apps = sum((cv(k2) or 0.0)
	226	+ for k2 in ("n_app_duplex", "n_app_moins5", "n_app_5plus"))
	227	+ log_tot = cv("n_logements_occ") or 1.0
	228	+ imm_tot = cv("n_immigration_total") or 1.0
	229	+ uni_den = val(uni_denom_row, col) or 1.0
	230	+ pct = lambda x: round(x * 100, 1) if x is not None else None
	231	+ rows.append({
	232	+ "district": name, "population": pop,
	233	+ "pct_60_plus": pct(cv("pct_65_plus")), # 65+ (libellé officiel)
	234	+ "pct_francais": pct(cv("pct_fr_maison")),
	235	+ "pct_anglais": pct(cv("pct_en_maison")),
	236	+ "pct_universitaire": round((cv("n_uni_bacc_plus") or 0)
	237	+ / uni_den * 100, 1),
	238	+ "pct_revenu_100k_plus": pct(cv("pct_revenu_100k_plus")),
	239	+ "pct_immigrants": round((cv("n_immigrants") or 0)
	240	+ / imm_tot * 100, 1),
	241	+ "pct_autochtone": pct(cv("pct_autochtone")),
	242	+ "pct_locataires": pct(cv("pct_locataires")),
	243	+ "pct_appartements": round(apps / log_tot * 100, 1),
	244	+ "pct_minorites_visibles": pct(val(minor_row, col)),
	245	+ "source_url": XLS_URL,
	246	+ "source": ("Élections Québec — Statistiques du Recensement 2021 "
	247	+ "par circonscription 2026 (classeur officiel)"),
	248	+ "harvested": date.today().isoformat(),
	249	+ })
	250	+ (POP_DIR / "portraits").mkdir(parents=True, exist_ok=True)
	251	+ for r in rows:
	252	+ (POP_DIR / "portraits" / f"{slug_of(r['district'])}.json").write_text(
	253	+ json.dumps(r, ensure_ascii=False))
	254	+ out = build_feature_store(db)
	255	+ return {"circonscriptions_xls": len(rows), **out}
	256	+
	257	+
	258	+def harvest(db: Session, max_workers: int = 4,
	259	+ refresh: bool = False) -> dict:
	260	+ """Moissonne les 127 portraits (idempotent : saute les JSON déjà présents)."""
	261	+ from .firecrawl_watch import _enabled, _post
	262	+ if not _enabled():
	263	+ return {"skipped": "Firecrawl requis"}
	264	+ (POP_DIR / "portraits").mkdir(parents=True, exist_ok=True)
	265	+ names = [d.name for d in db.query(Mo.District).all()]
	266	+
	267	+ def one(name: str) -> tuple[str, str]:
	268	+ slug = slug_of(name)
	269	+ f = POP_DIR / "portraits" / f"{slug}.json"
	270	+ if f.exists() and not refresh:
	271	+ return name, "cache"
	272	+ data = _post("/scrape", {"url": PORTRAIT_URL.format(slug=slug),
	273	+ "formats": ["markdown"]}, timeout=90.0)
	274	+ md = ((data or {}).get("data") or {}).get("markdown") or ""
	275	+ parsed = parse_portrait(md, name) if md else None
	276	+ if parsed is None:
	277	+ return name, "échec"
	278	+ parsed["markdown"] = md[:60000] # conservé pour re-parse sans réseau
	279	+ parsed["district"] = name
	280	+ parsed["source_url"] = PORTRAIT_URL.format(slug=slug)
	281	+ parsed["source"] = ("Élections Québec — portrait socioéconomique "
	282	+ "(Recensement 2021, limites 2026)")
	283	+ parsed["harvested"] = date.today().isoformat()
	284	+ f.write_text(json.dumps(parsed, ensure_ascii=False))
	285	+ return name, "ok"
	286	+
	287	+ results: dict[str, int] = {"ok": 0, "cache": 0, "échec": 0}
	288	+ failed = []
	289	+ with ThreadPoolExecutor(max_workers=max_workers) as ex:
	290	+ for name, status in ex.map(one, names):
	291	+ results[status] += 1
	292	+ if status == "échec":
	293	+ failed.append(name)
	294	+ build_feature_store(db)
	295	+ return {**results, "échecs": failed[:10]}
	296	+
	297	+
	298	+def build_feature_store(db: Session) -> dict:
	299	+ """Portraits JSON → CSV standardisé + graphe de similarité (top 10)."""
	300	+ import pandas as pd
	301	+ rows = []
	302	+ for f in sorted((POP_DIR / "portraits").glob("*.json")):
	303	+ d = json.loads(f.read_text())
	304	+ rows.append({k: d.get(k) for k in
	305	+ ["district", "population", *Z_FEATURES,
	306	+ "pct_minorites_visibles", "source_url", "harvested"]})
	307	+ if len(rows) < 60:
	308	+ return {"skipped": f"seulement {len(rows)} portraits"}
	309	+ df = pd.DataFrame(rows)
	310	+ for c in Z_FEATURES:
	311	+ col = pd.to_numeric(df[c], errors="coerce")
	312	+ mu, sd = col.mean(), col.std() or 1.0
	313	+ df[f"z_{c}"] = ((col - mu) / sd).round(3)
	314	+ POP_DIR.mkdir(parents=True, exist_ok=True)
	315	+ df.to_csv(POP_DIR / "riding_2026_demographics.csv", index=False)
	316	+ # similarité cosinus sur les z-features (valeurs manquantes → 0)
	317	+ Z = df[[f"z_{c}" for c in Z_FEATURES]].fillna(0.0).to_numpy()
	318	+ norms = np.linalg.norm(Z, axis=1, keepdims=True)
	319	+ norms[norms == 0] = 1.0
	320	+ S = (Z / norms) @ (Z / norms).T
	321	+ sim = {}
	322	+ names = df["district"].tolist()
	323	+ for i, n in enumerate(names):
	324	+ order = np.argsort(-S[i])
	325	+ sim[n] = [{"district": names[j], "similarity": round(float(S[i, j]), 3)}
	326	+ for j in order[1:11]]
	327	+ (POP_DIR / "riding_similarity.json").write_text(
	328	+ json.dumps(sim, ensure_ascii=False))
	329	+ return {"circonscriptions": len(df)}

added backend/app/modeling/election_night.py +187 −0

		`@@ -0,0 +1,187 @@`
	1	+# QC Élection Forecast — Plateforme de prévision électorale du Québec 2026
	2	+# Auteur : Simon-Pierre Boucher
	3	+# Contact : contact@spboucher.ai
	4	+# https://www.qc-election.com
	5	+"""Modèle du SOIR D'ÉLECTION (§89-93) — prêt avant le 5 octobre, dormant d'ici là.
	6	+
	7	+Principe : le forecast pré-électoral est le PRIOR. À mesure que le DGEQ publie
	8	+des résultats partiels :
	9	+
	10	+ 1. chaque circonscription rapportée fournit un résidu
	11	+ `alr(observé) − alr(attendu)`;
	12	+ 2. le résidu est décomposé hiérarchiquement — erreur NATIONALE partagée
	13	+ (prior N(0, σ_industrie²)), erreur RÉGIONALE (prior N(0, σ_rég²)),
	14	+ reste local — par pondération de précision, chaque observation pesée par
	15	+ sa fraction dépouillée;
	16	+ 3. les circonscriptions NON rapportées sont mises à jour par les erreurs
	17	+ nationale et régionale inférées (transfert hiérarchique, jamais
	18	+ d'extrapolation naïve des premiers bureaux);
	19	+ 4. la simulation est relancée avec les variances RÉDUITES par l'information
	20	+ accumulée → P(victoire) en direct;
	21	+ 5. calling conservateur : un siège n'est « déclaré » que si
	22	+ P ≥ 99,5 % ET ≥ 40 % dépouillé (ou P ≥ 99,99 %).
	23	+
	24	+Garde anti-biais de dépouillement (§90) : les premiers bureaux ne sont pas
	25	+aléatoires (vote par anticipation, urbain/rural). Chaque circonscription n'est
	26	+comparée qu'à SA propre attente et pèse au prorata de son propre dépouillement;
	27	+un plancher de variance de comptage 1/dépouillé protège les débuts de soirée.
	28	+"""
	29	+from __future__ import annotations
	30	+
	31	+import json
	32	+from dataclasses import dataclass
	33	+from datetime import datetime, timezone
	34	+
	35	+import numpy as np
	36	+from sqlalchemy.orm import Session
	37	+
	38	+from ..config import DATA_DIR, settings
	39	+from .compositions import alr, close, inv_alr
	40	+from .simulate import SimulationInput, run_simulation
	41	+
	42	+STATE_FILE = DATA_DIR / "election_night_state.json"
	43	+MIN_REPORT = 0.05 # < 5 % dépouillé : la circonscription n'informe pas
	44	+CALL_PROB = 0.995
	45	+CALL_MIN_REPORTED = 0.40
	46	+COUNT_NOISE_BASE = 0.06 # sd alr du bruit de comptage à 100 % dépouillé
	47	+
	48	+
	49	+@dataclass
	50	+class NightUpdate:
	51	+ national_shift: np.ndarray # alr (M,)
	52	+ national_var: float
	53	+ regional_shift: dict[str, np.ndarray]
	54	+ n_informative: int
	55	+
	56	+
	57	+def _expected_district_alr(inp: SimulationInput) -> np.ndarray:
	58	+ """Attente pré-électorale par circonscription (base 2022 + swing national)."""
	59	+ delta_nat = inp.x_mean - alr(inp.baseline_national)
	60	+ return alr(inp.district_baselines) + delta_nat[None, :]
	61	+
	62	+
	63	+def infer_shifts(inp: SimulationInput, reported: list[dict],
	64	+ industry_sd: float) -> NightUpdate:
	65	+ """Décomposition hiérarchique des résidus des circonscriptions rapportées."""
	66	+ M = len(inp.x_mean)
	67	+ exp_alr = _expected_district_alr(inp)
	68	+ name_idx = {n: i for i, n in enumerate(inp.district_names)}
	69	+ resids, weights, regions = [], [], []
	70	+ for r in reported:
	71	+ i = name_idx.get(r["district"])
	72	+ frac = float(r.get("pct_reported", 0)) / 100.0
	73	+ if i is None or frac < MIN_REPORT:
	74	+ continue
	75	+ obs = close(np.array([r["results"].get(p, 0.3)
	76	+ for p in settings.parties]) / 100.0)
	77	+ resid = alr(obs) - exp_alr[i]
	78	+ # variance de l'observation : local + comptage partiel
	79	+ var = (settings.riding_error_sd ** 2
	80	+ + settings.regional_error_sd ** 2
	81	+ + (COUNT_NOISE_BASE ** 2) / max(frac, MIN_REPORT))
	82	+ resids.append(resid)
	83	+ weights.append(1.0 / var)
	84	+ regions.append(inp.district_regions[i])
	85	+ if not resids:
	86	+ return NightUpdate(np.zeros(M), industry_sd ** 2, {}, 0)
	87	+ R = np.array(resids); W = np.array(weights)
	88	+ # national : posterior N — prior N(0, σ_ind²), vraisemblance moyenne pondérée
	89	+ prior_prec = 1.0 / industry_sd ** 2
	90	+ like_prec = W.sum()
	91	+ nat_var = 1.0 / (prior_prec + like_prec)
	92	+ nat_shift = nat_var * (R * W[:, None]).sum(axis=0)
	93	+ # régional : sur les résidus nets, par région, prior N(0, σ_rég²)
	94	+ reg_shift: dict[str, np.ndarray] = {}
	95	+ for reg in set(regions):
	96	+ mask = np.array([g == reg for g in regions])
	97	+ Rr, Wr = R[mask] - nat_shift[None, :], W[mask]
	98	+ rp = 1.0 / settings.regional_error_sd ** 2
	99	+ rv = 1.0 / (rp + Wr.sum())
	100	+ reg_shift[reg] = rv * (Rr * Wr[:, None]).sum(axis=0)
	101	+ return NightUpdate(nat_shift, nat_var, reg_shift, len(resids))
	102	+
	103	+
	104	+def update(db: Session, reported: list[dict], n_sims: int = 15000) -> dict:
	105	+ """Résultats partiels → forecast en direct + déclarations conservatrices."""
	106	+ from ..pipeline import _district_inputs
	107	+ from .. import models as Mo
	108	+ run = (db.query(Mo.ForecastRun).filter(Mo.ForecastRun.is_backtest.is_(False))
	109	+ .order_by(Mo.ForecastRun.as_of.desc(), Mo.ForecastRun.id.desc()).first())
	110	+ if run is None:
	111	+ raise RuntimeError("Aucun forecast pré-électoral (prior manquant)")
	112	+ result_ref = run.national.get("baseline_national")
	113	+ inp = _district_inputs(db, result_ref)
	114	+ inp.x_mean = np.array(run.national["x_forecast"])
	115	+ inp.P = np.array(run.national["P_forecast"])
	116	+ industry_sd = float(run.diagnostics.get("industry_sd",
	117	+ settings.industry_error_sd))
	118	+
	119	+ upd = infer_shifts(inp, reported, industry_sd)
	120	+
	121	+ # état national mis à jour : moyenne décalée, incertitude nationale réduite
	122	+ inp.x_mean = inp.x_mean + upd.national_shift
	123	+ M = len(inp.x_mean)
	124	+ # remplace la part « erreur systémique » du P par la variance posterior
	125	+ inp.P = inp.P + (upd.national_var - industry_sd ** 2) * np.eye(M)
	126	+ inp.P = 0.5 * (inp.P + inp.P.T)
	127	+ ev = np.linalg.eigvalsh(inp.P)
	128	+ if ev.min() < 1e-8: # PSD après réduction
	129	+ inp.P += (1e-8 - ev.min()) * np.eye(M)
	130	+
	131	+ # chocs régionaux inférés injectés comme scénario régional (moyennes)
	132	+ reg_pp: dict[str, dict[str, float]] = {}
	133	+ for reg, shift in upd.regional_shift.items():
	134	+ base = close(np.array(
	135	+ [result_ref[p] for p in settings.parties]) / 100.0)
	136	+ delta = (inv_alr(alr(base) + shift) - base) * 100.0
	137	+ reg_pp[reg] = {p: round(float(delta[i]), 2)
	138	+ for i, p in enumerate(settings.parties)
	139	+ if abs(delta[i]) >= 0.1}
	140	+ sim = run_simulation(inp, n_sims=n_sims,
	141	+ scenario={"regional_pp": reg_pp} if reg_pp else None,
	142	+ rng=np.random.default_rng(20261005))
	143	+
	144	+ by_name = {r["district"]: r for r in reported}
	145	+ districts, called = [], 0
	146	+ for d in sim.districts:
	147	+ rep = by_name.get(d["district"])
	148	+ frac = float((rep or {}).get("pct_reported", 0)) / 100.0
	149	+ wp = dict(d["win_probs"])
	150	+ leader = max(wp, key=wp.get)
	151	+ if rep and frac >= 0.99: # dépouillement complet = décidé
	152	+ obs = rep["results"]
	153	+ leader = max(obs, key=obs.get)
	154	+ wp = {p: (1.0 if p == leader else 0.0) for p in settings.parties}
	155	+ is_called = (wp[leader] >= CALL_PROB and
	156	+ (frac >= CALL_MIN_REPORTED or wp[leader] >= 0.9999))
	157	+ called += is_called
	158	+ districts.append({"district": d["district"], "region": d["region"],
	159	+ "leader": leader, "win_probs": wp,
	160	+ "pct_reported": round(frac * 100, 1),
	161	+ "called": is_called,
	162	+ "reported_results": (rep or {}).get("results")})
	163	+ state = {
	164	+ "at": datetime.now(timezone.utc).isoformat(),
	165	+ "prior_run_id": run.id,
	166	+ "n_reported": len(reported), "n_informative": upd.n_informative,
	167	+ "national_shift_pp": {p: round(float(
	168	+ (inv_alr(inp.x_mean)[i] - inv_alr(np.array(
	169	+ run.national["x_forecast"]))[i]) * 100), 2)
	170	+ for i, p in enumerate(settings.parties)},
	171	+ "regional_shift_pp": reg_pp,
	172	+ "seats": sim.seats, "summary": sim.seat_matrix_summary,
	173	+ "national_vote": sim.national_vote,
	174	+ "districts": districts, "seats_called": called,
	175	+ "method": ("Prior = forecast pré-électoral; erreurs nationale/régionales "
	176	+ "inférées hiérarchiquement des circonscriptions rapportées "
	177	+ "(pondérées par leur dépouillement); déclarations à "
	178	+ f"P ≥ {CALL_PROB:.1%} et ≥ {CALL_MIN_REPORTED:.0%} dépouillé."),
	179	+ }
	180	+ STATE_FILE.write_text(json.dumps(state, ensure_ascii=False))
	181	+ return state
	182	+
	183	+
	184	+def latest_state() -> dict \| None:
	185	+ if STATE_FILE.exists():
	186	+ return json.loads(STATE_FILE.read_text())
	187	+ return None

modified backend/app/seed.py +11 −0

		`@@ -225,6 +225,17 @@ def seed_all(db: Session \| None = None) -> dict:`
225	225	"83 % vs 76,5 %, EAM inchangée. Cœur alr paramétré par ères de "
226	226	"partis (ADQ 2007-2008). Audits : METHODOLOGY_AUDIT, "
227	227	"STATISTICAL_DEBT, V3_MODEL_ARCHITECTURE, HISTORICAL_REPLAY_PLAN.")))
	228	+ get_or_create(db, Mo.ModelVersion, version="3.2.0",
	229	+ defaults=dict(changelog=(
	230	+ "Release produit (distribution du forecast INCHANGÉE) : feature "
	231	+ "store démographique officiel (classeur Élections Québec, "
	232	+ "Recensement 2021 × 127 circ. 2026, similarité top-10), modèle du "
	233	+ "soir d'élection (mise à jour bayésienne hiérarchique, calling "
	234	+ "conservateur, dormant), scénarios partageables par URL, fiches "
	235	+ "enrichies (sensibilité au swing, chemin de bascule, démographie), "
	236	+ "baselines dans le replay, Course à 64, connecteurs primaires 7 "
	237	+ "firmes avec file de révision, favicon + og:image, feuille de "
	238	+ "route Compas électoral (COMPAS-PROGRAMMES.md).")))
228	239	# Sources
229	240	for name, url, kind in [
230	241	("Wikipédia — sondages 2026", "https://en.wikipedia.org/wiki/2026_Quebec_general_election", "polls"),

added backend/data/population/portraits/abitibi-est.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Abitibi-Est", "population": 44055.0, "pct_60_plus": 19.6, "pct_francais": 96.7, "pct_anglais": 2.3, "pct_universitaire": 12.6, "pct_revenu_100k_plus": 11.7, "pct_immigrants": 2.0, "pct_autochtone": 0.2, "pct_locataires": 36.4, "pct_appartements": 36.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/abitibi-ouest.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Abitibi-Ouest", "population": 45290.0, "pct_60_plus": 22.0, "pct_francais": 98.9, "pct_anglais": 0.8, "pct_universitaire": 10.0, "pct_revenu_100k_plus": 9.1, "pct_immigrants": 1.0, "pct_autochtone": 0.0, "pct_locataires": 26.7, "pct_appartements": 22.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/acadie.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Acadie", "population": 82340.0, "pct_60_plus": 18.6, "pct_francais": 45.4, "pct_anglais": 16.8, "pct_universitaire": 34.4, "pct_revenu_100k_plus": 6.5, "pct_immigrants": 51.2, "pct_autochtone": 0.0, "pct_locataires": 61.3, "pct_appartements": 85.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/anjou-louis-riel.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Anjou-Louis-Riel", "population": 63611.0, "pct_60_plus": 20.8, "pct_francais": 72.0, "pct_anglais": 8.8, "pct_universitaire": 26.6, "pct_revenu_100k_plus": 6.8, "pct_immigrants": 35.9, "pct_autochtone": 0.0, "pct_locataires": 59.1, "pct_appartements": 82.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/argenteuil.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Argenteuil", "population": 48180.0, "pct_60_plus": 27.2, "pct_francais": 83.0, "pct_anglais": 16.2, "pct_universitaire": 13.9, "pct_revenu_100k_plus": 6.4, "pct_immigrants": 4.6, "pct_autochtone": 0.0, "pct_locataires": 26.9, "pct_appartements": 19.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/arthabaska-lerable.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Arthabaska–L'Érable", "population": 77225.0, "pct_60_plus": 25.8, "pct_francais": 97.9, "pct_anglais": 0.5, "pct_universitaire": 12.3, "pct_revenu_100k_plus": 4.4, "pct_immigrants": 2.5, "pct_autochtone": 0.0, "pct_locataires": 34.8, "pct_appartements": 32.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/beauce-nord.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Beauce-Nord", "population": 57245.0, "pct_60_plus": 20.7, "pct_francais": 98.8, "pct_anglais": 0.4, "pct_universitaire": 12.7, "pct_revenu_100k_plus": 5.2, "pct_immigrants": 1.5, "pct_autochtone": 0.0, "pct_locataires": 22.4, "pct_appartements": 14.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/beauce-sud.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Beauce-Sud", "population": 63595.0, "pct_60_plus": 22.5, "pct_francais": 98.4, "pct_anglais": 0.6, "pct_universitaire": 10.4, "pct_revenu_100k_plus": 4.3, "pct_immigrants": 1.5, "pct_autochtone": 0.0, "pct_locataires": 29.8, "pct_appartements": 22.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/beauharnois.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Beauharnois", "population": 68800.0, "pct_60_plus": 23.1, "pct_francais": 94.9, "pct_anglais": 4.1, "pct_universitaire": 11.0, "pct_revenu_100k_plus": 5.3, "pct_immigrants": 3.3, "pct_autochtone": 0.0, "pct_locataires": 39.8, "pct_appartements": 40.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/bellechasse.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Bellechasse", "population": 57020.0, "pct_60_plus": 23.1, "pct_francais": 98.8, "pct_anglais": 0.5, "pct_universitaire": 12.3, "pct_revenu_100k_plus": 4.7, "pct_immigrants": 1.8, "pct_autochtone": 0.0, "pct_locataires": 22.4, "pct_appartements": 15.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/bellefeuille.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Bellefeuille", "population": 55275.0, "pct_60_plus": 12.5, "pct_francais": 96.3, "pct_anglais": 2.4, "pct_universitaire": 14.2, "pct_revenu_100k_plus": 8.6, "pct_immigrants": 5.1, "pct_autochtone": 0.0, "pct_locataires": 25.3, "pct_appartements": 27.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/berthier.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Berthier", "population": 61440.0, "pct_60_plus": 26.4, "pct_francais": 95.6, "pct_anglais": 1.1, "pct_universitaire": 10.2, "pct_revenu_100k_plus": 4.4, "pct_immigrants": 1.9, "pct_autochtone": 1.3, "pct_locataires": 24.4, "pct_appartements": 14.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/bertrand.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Bertrand", "population": 64730.0, "pct_60_plus": 28.0, "pct_francais": 93.2, "pct_anglais": 5.9, "pct_universitaire": 17.7, "pct_revenu_100k_plus": 6.2, "pct_immigrants": 5.2, "pct_autochtone": 0.0, "pct_locataires": 27.2, "pct_appartements": 21.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/blainville.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Blainville", "population": 79480.0, "pct_60_plus": 15.1, "pct_francais": 88.7, "pct_anglais": 6.5, "pct_universitaire": 25.1, "pct_revenu_100k_plus": 14.1, "pct_immigrants": 12.0, "pct_autochtone": 0.0, "pct_locataires": 20.4, "pct_appartements": 27.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/bonaventure.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Bonaventure", "population": 40733.0, "pct_60_plus": 28.8, "pct_francais": 89.4, "pct_anglais": 10.3, "pct_universitaire": 11.6, "pct_revenu_100k_plus": 4.3, "pct_immigrants": 1.1, "pct_autochtone": 0.1, "pct_locataires": 27.2, "pct_appartements": 13.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/borduas.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Borduas", "population": 71565.0, "pct_60_plus": 20.9, "pct_francais": 95.8, "pct_anglais": 2.9, "pct_universitaire": 24.2, "pct_revenu_100k_plus": 12.4, "pct_immigrants": 4.9, "pct_autochtone": 0.0, "pct_locataires": 22.5, "pct_appartements": 25.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/bourassa-sauve.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Bourassa-Sauvé", "population": 81450.0, "pct_60_plus": 18.1, "pct_francais": 64.2, "pct_anglais": 9.0, "pct_universitaire": 13.3, "pct_revenu_100k_plus": 2.2, "pct_immigrants": 39.8, "pct_autochtone": 0.0, "pct_locataires": 70.7, "pct_appartements": 87.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/brome-missisquoi.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Brome-Missisquoi", "population": 64785.0, "pct_60_plus": 26.3, "pct_francais": 82.1, "pct_anglais": 17.2, "pct_universitaire": 21.1, "pct_revenu_100k_plus": 8.2, "pct_immigrants": 4.7, "pct_autochtone": 0.0, "pct_locataires": 31.4, "pct_appartements": 30.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/camille-laurin.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Camille-Laurin", "population": 71858.0, "pct_60_plus": 15.9, "pct_francais": 83.2, "pct_anglais": 5.0, "pct_universitaire": 24.6, "pct_revenu_100k_plus": 6.0, "pct_immigrants": 23.0, "pct_autochtone": 0.0, "pct_locataires": 60.6, "pct_appartements": 79.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chambly.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chambly", "population": 70525.0, "pct_60_plus": 15.1, "pct_francais": 92.4, "pct_anglais": 4.5, "pct_universitaire": 24.8, "pct_revenu_100k_plus": 13.6, "pct_immigrants": 8.1, "pct_autochtone": 0.0, "pct_locataires": 21.0, "pct_appartements": 27.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/champlain.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Champlain", "population": 73250.0, "pct_60_plus": 27.5, "pct_francais": 98.5, "pct_anglais": 0.7, "pct_universitaire": 13.8, "pct_revenu_100k_plus": 5.0, "pct_immigrants": 2.5, "pct_autochtone": 0.0, "pct_locataires": 33.9, "pct_appartements": 32.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chapleau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chapleau", "population": 80435.0, "pct_60_plus": 19.5, "pct_francais": 85.4, "pct_anglais": 9.4, "pct_universitaire": 18.0, "pct_revenu_100k_plus": 6.9, "pct_immigrants": 12.2, "pct_autochtone": 0.0, "pct_locataires": 39.0, "pct_appartements": 41.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/charlesbourg.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Charlesbourg", "population": 74350.0, "pct_60_plus": 24.7, "pct_francais": 96.7, "pct_anglais": 0.9, "pct_universitaire": 22.4, "pct_revenu_100k_plus": 6.7, "pct_immigrants": 8.0, "pct_autochtone": 0.0, "pct_locataires": 41.6, "pct_appartements": 52.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/charlevoix-cote-de-beaupre.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Charlevoix-Côte-de-Beaupré", "population": 65840.0, "pct_60_plus": 26.7, "pct_francais": 99.0, "pct_anglais": 0.6, "pct_universitaire": 17.2, "pct_revenu_100k_plus": 7.6, "pct_immigrants": 2.2, "pct_autochtone": 0.0, "pct_locataires": 23.1, "pct_appartements": 20.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chateauguay.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Châteauguay", "population": 70595.0, "pct_60_plus": 18.3, "pct_francais": 67.4, "pct_anglais": 24.7, "pct_universitaire": 16.6, "pct_revenu_100k_plus": 6.7, "pct_immigrants": 17.8, "pct_autochtone": 0.0, "pct_locataires": 25.8, "pct_appartements": 26.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chauveau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chauveau", "population": 76350.0, "pct_60_plus": 15.9, "pct_francais": 97.9, "pct_anglais": 1.1, "pct_universitaire": 21.1, "pct_revenu_100k_plus": 9.3, "pct_immigrants": 4.1, "pct_autochtone": 0.1, "pct_locataires": 22.4, "pct_appartements": 23.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chicoutimi.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chicoutimi", "population": 57895.0, "pct_60_plus": 26.5, "pct_francais": 98.5, "pct_anglais": 0.6, "pct_universitaire": 21.4, "pct_revenu_100k_plus": 8.0, "pct_immigrants": 2.0, "pct_autochtone": 0.1, "pct_locataires": 43.2, "pct_appartements": 46.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chomedey.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chomedey", "population": 77470.0, "pct_60_plus": 23.8, "pct_francais": 41.8, "pct_anglais": 22.3, "pct_universitaire": 21.3, "pct_revenu_100k_plus": 4.7, "pct_immigrants": 46.3, "pct_autochtone": 0.0, "pct_locataires": 46.1, "pct_appartements": 62.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/chutes-de-la-chaudiere.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Chutes-de-la-Chaudière", "population": 77200.0, "pct_60_plus": 17.2, "pct_francais": 98.4, "pct_anglais": 0.8, "pct_universitaire": 26.3, "pct_revenu_100k_plus": 11.5, "pct_immigrants": 3.0, "pct_autochtone": 0.0, "pct_locataires": 23.0, "pct_appartements": 23.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/cote-du-sud.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Côte-du-Sud", "population": 61385.0, "pct_60_plus": 29.4, "pct_francais": 99.2, "pct_anglais": 0.4, "pct_universitaire": 11.2, "pct_revenu_100k_plus": 3.4, "pct_immigrants": 1.2, "pct_autochtone": 0.0, "pct_locataires": 26.4, "pct_appartements": 20.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/daniel-johnson.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Daniel-Johnson", "population": 58030.0, "pct_60_plus": 19.5, "pct_francais": 96.6, "pct_anglais": 2.8, "pct_universitaire": 11.0, "pct_revenu_100k_plus": 5.1, "pct_immigrants": 2.4, "pct_autochtone": 0.0, "pct_locataires": 24.5, "pct_appartements": 17.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/darcy-mcgee.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "D'Arcy-McGee", "population": 92930.0, "pct_60_plus": 19.9, "pct_francais": 21.4, "pct_anglais": 50.5, "pct_universitaire": 41.9, "pct_revenu_100k_plus": 9.8, "pct_immigrants": 46.4, "pct_autochtone": 0.0, "pct_locataires": 66.0, "pct_appartements": 83.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/deux-montagnes.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Deux-Montagnes", "population": 63190.0, "pct_60_plus": 20.2, "pct_francais": 87.3, "pct_anglais": 8.0, "pct_universitaire": 16.9, "pct_revenu_100k_plus": 7.4, "pct_immigrants": 10.7, "pct_autochtone": 0.0, "pct_locataires": 30.2, "pct_appartements": 35.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/drummond-bois-francs.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Drummond-Bois-Francs", "population": 65520.0, "pct_60_plus": 24.5, "pct_francais": 97.6, "pct_anglais": 1.0, "pct_universitaire": 13.1, "pct_revenu_100k_plus": 5.3, "pct_immigrants": 3.2, "pct_autochtone": 0.0, "pct_locataires": 37.7, "pct_appartements": 33.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/dubuc.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Dubuc", "population": 52015.0, "pct_60_plus": 22.0, "pct_francais": 99.0, "pct_anglais": 0.8, "pct_universitaire": 12.2, "pct_revenu_100k_plus": 7.7, "pct_immigrants": 0.8, "pct_autochtone": 0.0, "pct_locataires": 24.3, "pct_appartements": 22.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/duplessis.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Duplessis", "population": 48090.0, "pct_60_plus": 18.9, "pct_francais": 82.7, "pct_anglais": 8.4, "pct_universitaire": 10.8, "pct_revenu_100k_plus": 15.5, "pct_immigrants": 1.7, "pct_autochtone": 5.5, "pct_locataires": 28.8, "pct_appartements": 23.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/fabre.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Fabre", "population": 78795.0, "pct_60_plus": 14.5, "pct_francais": 58.0, "pct_anglais": 21.6, "pct_universitaire": 26.8, "pct_revenu_100k_plus": 12.1, "pct_immigrants": 30.5, "pct_autochtone": 0.0, "pct_locataires": 21.1, "pct_appartements": 25.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/gaspe.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Gaspé", "population": 35955.0, "pct_60_plus": 28.2, "pct_francais": 93.3, "pct_anglais": 6.3, "pct_universitaire": 11.7, "pct_revenu_100k_plus": 4.1, "pct_immigrants": 1.9, "pct_autochtone": 0.0, "pct_locataires": 27.1, "pct_appartements": 15.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/gatineau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Gatineau", "population": 76855.0, "pct_60_plus": 18.3, "pct_francais": 77.3, "pct_anglais": 21.1, "pct_universitaire": 23.3, "pct_revenu_100k_plus": 13.1, "pct_immigrants": 5.3, "pct_autochtone": 0.0, "pct_locataires": 14.8, "pct_appartements": 10.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/gouin.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Gouin", "population": 61460.0, "pct_60_plus": 11.4, "pct_francais": 83.4, "pct_anglais": 9.9, "pct_universitaire": 49.9, "pct_revenu_100k_plus": 10.5, "pct_immigrants": 18.3, "pct_autochtone": 0.0, "pct_locataires": 69.4, "pct_appartements": 97.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/granby.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Granby", "population": 72365.0, "pct_60_plus": 25.1, "pct_francais": 95.6, "pct_anglais": 1.8, "pct_universitaire": 13.1, "pct_revenu_100k_plus": 4.9, "pct_immigrants": 5.2, "pct_autochtone": 0.0, "pct_locataires": 44.4, "pct_appartements": 47.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/groulx.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Groulx", "population": 68930.0, "pct_60_plus": 20.7, "pct_francais": 84.0, "pct_anglais": 8.2, "pct_universitaire": 22.0, "pct_revenu_100k_plus": 10.3, "pct_immigrants": 10.6, "pct_autochtone": 0.0, "pct_locataires": 39.0, "pct_appartements": 47.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/hochelaga-maisonneuve.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Hochelaga-Maisonneuve", "population": 59448.0, "pct_60_plus": 10.8, "pct_francais": 86.2, "pct_anglais": 7.0, "pct_universitaire": 36.6, "pct_revenu_100k_plus": 5.7, "pct_immigrants": 18.0, "pct_autochtone": 0.0, "pct_locataires": 73.0, "pct_appartements": 91.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/hull.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Hull", "population": 94660.0, "pct_60_plus": 15.6, "pct_francais": 70.8, "pct_anglais": 19.0, "pct_universitaire": 38.3, "pct_revenu_100k_plus": 11.7, "pct_immigrants": 22.6, "pct_autochtone": 0.0, "pct_locataires": 54.4, "pct_appartements": 61.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/huntingdon.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Huntingdon", "population": 57950.0, "pct_60_plus": 20.7, "pct_francais": 83.1, "pct_anglais": 16.0, "pct_universitaire": 10.2, "pct_revenu_100k_plus": 5.1, "pct_immigrants": 3.6, "pct_autochtone": 0.0, "pct_locataires": 22.9, "pct_appartements": 12.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/iberville.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Iberville", "population": 64145.0, "pct_60_plus": 19.2, "pct_francais": 96.3, "pct_anglais": 2.7, "pct_universitaire": 12.4, "pct_revenu_100k_plus": 5.8, "pct_immigrants": 3.4, "pct_autochtone": 0.0, "pct_locataires": 28.0, "pct_appartements": 23.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/iles-de-la-madeleine.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Îles-de-la-Madeleine", "population": 12650.0, "pct_60_plus": 28.3, "pct_francais": 94.9, "pct_anglais": 5.0, "pct_universitaire": 13.2, "pct_revenu_100k_plus": 7.6, "pct_immigrants": 0.8, "pct_autochtone": 0.0, "pct_locataires": 24.4, "pct_appartements": 8.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/jacques-cartier.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Jacques-Cartier", "population": 62510.0, "pct_60_plus": 24.7, "pct_francais": 18.4, "pct_anglais": 68.1, "pct_universitaire": 44.4, "pct_revenu_100k_plus": 18.6, "pct_immigrants": 25.5, "pct_autochtone": 0.0, "pct_locataires": 24.6, "pct_appartements": 23.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/jean-lesage.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Jean-Lesage", "population": 59745.0, "pct_60_plus": 23.5, "pct_francais": 94.8, "pct_anglais": 1.1, "pct_universitaire": 22.4, "pct_revenu_100k_plus": 3.0, "pct_immigrants": 10.7, "pct_autochtone": 0.0, "pct_locataires": 75.0, "pct_appartements": 90.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/jean-talon.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Jean-Talon", "population": 69815.0, "pct_60_plus": 23.2, "pct_francais": 90.3, "pct_anglais": 2.2, "pct_universitaire": 47.6, "pct_revenu_100k_plus": 11.6, "pct_immigrants": 15.2, "pct_autochtone": 0.0, "pct_locataires": 58.4, "pct_appartements": 68.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/jeanne-mance-viger.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Jeanne-Mance-Viger", "population": 79340.0, "pct_60_plus": 20.9, "pct_francais": 46.2, "pct_anglais": 21.8, "pct_universitaire": 21.8, "pct_revenu_100k_plus": 4.5, "pct_immigrants": 47.0, "pct_autochtone": 0.0, "pct_locataires": 64.9, "pct_appartements": 90.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/joliette.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Joliette", "population": 71115.0, "pct_60_plus": 26.5, "pct_francais": 97.9, "pct_anglais": 0.7, "pct_universitaire": 13.9, "pct_revenu_100k_plus": 5.3, "pct_immigrants": 3.5, "pct_autochtone": 0.1, "pct_locataires": 44.3, "pct_appartements": 41.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/jonquiere.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Jonquière", "population": 56325.0, "pct_60_plus": 24.7, "pct_francais": 99.3, "pct_anglais": 0.5, "pct_universitaire": 15.7, "pct_revenu_100k_plus": 7.9, "pct_immigrants": 1.1, "pct_autochtone": 0.0, "pct_locataires": 37.1, "pct_appartements": 40.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/la-peltrie.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "La Peltrie", "population": 77880.0, "pct_60_plus": 17.3, "pct_francais": 96.8, "pct_anglais": 1.7, "pct_universitaire": 20.9, "pct_revenu_100k_plus": 7.9, "pct_immigrants": 4.9, "pct_autochtone": 0.0, "pct_locataires": 31.0, "pct_appartements": 32.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/la-piniere.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "La Pinière", "population": 81625.0, "pct_60_plus": 21.1, "pct_francais": 48.3, "pct_anglais": 19.7, "pct_universitaire": 37.5, "pct_revenu_100k_plus": 11.1, "pct_immigrants": 40.8, "pct_autochtone": 0.0, "pct_locataires": 29.3, "pct_appartements": 45.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/la-prairie.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "La Prairie", "population": 65325.0, "pct_60_plus": 16.3, "pct_francais": 81.5, "pct_anglais": 8.8, "pct_universitaire": 30.9, "pct_revenu_100k_plus": 15.3, "pct_immigrants": 15.1, "pct_autochtone": 0.0, "pct_locataires": 24.4, "pct_appartements": 32.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/labelle.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Labelle", "population": 62590.0, "pct_60_plus": 29.0, "pct_francais": 96.4, "pct_anglais": 3.2, "pct_universitaire": 12.7, "pct_revenu_100k_plus": 5.3, "pct_immigrants": 2.5, "pct_autochtone": 0.0, "pct_locataires": 27.9, "pct_appartements": 21.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/lac-saint-jean.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Lac-Saint-Jean", "population": 54090.0, "pct_60_plus": 24.2, "pct_francais": 99.5, "pct_anglais": 0.2, "pct_universitaire": 12.5, "pct_revenu_100k_plus": 7.1, "pct_immigrants": 0.7, "pct_autochtone": 0.0, "pct_locataires": 27.5, "pct_appartements": 28.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/lafontaine.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "LaFontaine", "population": 58066.0, "pct_60_plus": 18.7, "pct_francais": 51.2, "pct_anglais": 30.1, "pct_universitaire": 16.6, "pct_revenu_100k_plus": 6.3, "pct_immigrants": 34.9, "pct_autochtone": 0.0, "pct_locataires": 31.9, "pct_appartements": 41.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/lassomption.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "L'Assomption", "population": 71795.0, "pct_60_plus": 16.2, "pct_francais": 97.2, "pct_anglais": 1.0, "pct_universitaire": 13.2, "pct_revenu_100k_plus": 7.0, "pct_immigrants": 6.8, "pct_autochtone": 0.0, "pct_locataires": 24.7, "pct_appartements": 24.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/laurier-dorion.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Laurier-Dorion", "population": 74674.0, "pct_60_plus": 12.7, "pct_francais": 56.9, "pct_anglais": 14.4, "pct_universitaire": 38.5, "pct_revenu_100k_plus": 6.3, "pct_immigrants": 31.9, "pct_autochtone": 0.0, "pct_locataires": 73.0, "pct_appartements": 90.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/laval-des-rapides.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Laval-des-Rapides", "population": 80150.0, "pct_60_plus": 21.9, "pct_francais": 72.0, "pct_anglais": 8.4, "pct_universitaire": 25.9, "pct_revenu_100k_plus": 5.7, "pct_immigrants": 33.2, "pct_autochtone": 0.0, "pct_locataires": 57.2, "pct_appartements": 73.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/laviolette-saint-maurice.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Laviolette-Saint-Maurice", "population": 72160.0, "pct_60_plus": 28.3, "pct_francais": 95.2, "pct_anglais": 0.9, "pct_universitaire": 10.8, "pct_revenu_100k_plus": 4.0, "pct_immigrants": 1.8, "pct_autochtone": 1.8, "pct_locataires": 37.8, "pct_appartements": 38.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/les-plaines.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Les Plaines", "population": 65615.0, "pct_60_plus": 12.8, "pct_francais": 94.8, "pct_anglais": 2.4, "pct_universitaire": 10.2, "pct_revenu_100k_plus": 6.0, "pct_immigrants": 9.0, "pct_autochtone": 0.0, "pct_locataires": 26.7, "pct_appartements": 29.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/levis.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Lévis", "population": 63160.0, "pct_60_plus": 26.9, "pct_francais": 97.7, "pct_anglais": 0.9, "pct_universitaire": 23.7, "pct_revenu_100k_plus": 7.9, "pct_immigrants": 4.5, "pct_autochtone": 0.0, "pct_locataires": 46.4, "pct_appartements": 51.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/lotbiniere-frontenac.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Lotbinière-Frontenac", "population": 72630.0, "pct_60_plus": 25.8, "pct_francais": 98.4, "pct_anglais": 0.8, "pct_universitaire": 10.8, "pct_revenu_100k_plus": 4.0, "pct_immigrants": 1.6, "pct_autochtone": 0.0, "pct_locataires": 25.4, "pct_appartements": 21.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/louis-hebert.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Louis-Hébert", "population": 58585.0, "pct_60_plus": 26.7, "pct_francais": 95.9, "pct_anglais": 1.4, "pct_universitaire": 41.8, "pct_revenu_100k_plus": 15.6, "pct_immigrants": 6.7, "pct_autochtone": 0.0, "pct_locataires": 22.8, "pct_appartements": 36.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/marguerite-bourgeoys.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Marguerite-Bourgeoys", "population": 82235.0, "pct_60_plus": 20.3, "pct_francais": 38.5, "pct_anglais": 36.8, "pct_universitaire": 24.5, "pct_revenu_100k_plus": 5.3, "pct_immigrants": 35.3, "pct_autochtone": 0.0, "pct_locataires": 60.7, "pct_appartements": 89.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/marie-lacoste-gerin-lajoie.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Marie-Lacoste-Gérin-Lajoie", "population": 58305.0, "pct_60_plus": 19.0, "pct_francais": 97.0, "pct_anglais": 1.0, "pct_universitaire": 11.6, "pct_revenu_100k_plus": 3.9, "pct_immigrants": 3.8, "pct_autochtone": 0.0, "pct_locataires": 37.9, "pct_appartements": 34.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/marie-victorin.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Marie-Victorin", "population": 66315.0, "pct_60_plus": 18.3, "pct_francais": 84.9, "pct_anglais": 5.0, "pct_universitaire": 24.5, "pct_revenu_100k_plus": 5.2, "pct_immigrants": 21.1, "pct_autochtone": 0.0, "pct_locataires": 66.1, "pct_appartements": 76.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/marquette.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Marquette", "population": 65760.0, "pct_60_plus": 19.2, "pct_francais": 46.3, "pct_anglais": 40.3, "pct_universitaire": 29.8, "pct_revenu_100k_plus": 9.1, "pct_immigrants": 24.6, "pct_autochtone": 0.0, "pct_locataires": 53.0, "pct_appartements": 67.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/maskinonge.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Maskinongé", "population": 56775.0, "pct_60_plus": 24.5, "pct_francais": 98.7, "pct_anglais": 0.7, "pct_universitaire": 14.7, "pct_revenu_100k_plus": 6.5, "pct_immigrants": 1.8, "pct_autochtone": 0.0, "pct_locataires": 24.4, "pct_appartements": 18.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/masson.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Masson", "population": 65810.0, "pct_60_plus": 16.9, "pct_francais": 93.5, "pct_anglais": 3.5, "pct_universitaire": 16.9, "pct_revenu_100k_plus": 10.4, "pct_immigrants": 9.3, "pct_autochtone": 0.0, "pct_locataires": 22.8, "pct_appartements": 32.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/matane-matapedia-mitis.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Matane-Matapédia-Mitis", "population": 56838.0, "pct_60_plus": 26.1, "pct_francais": 99.4, "pct_anglais": 0.5, "pct_universitaire": 10.1, "pct_revenu_100k_plus": 3.8, "pct_immigrants": 0.8, "pct_autochtone": 0.0, "pct_locataires": 28.4, "pct_appartements": 19.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/maurice-richard.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Maurice-Richard", "population": 68210.0, "pct_60_plus": 21.3, "pct_francais": 78.1, "pct_anglais": 6.8, "pct_universitaire": 36.6, "pct_revenu_100k_plus": 8.6, "pct_immigrants": 28.5, "pct_autochtone": 0.0, "pct_locataires": 65.1, "pct_appartements": 90.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/megantic.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Mégantic", "population": 61885.0, "pct_60_plus": 27.0, "pct_francais": 95.0, "pct_anglais": 4.6, "pct_universitaire": 9.8, "pct_revenu_100k_plus": 3.6, "pct_immigrants": 1.9, "pct_autochtone": 0.0, "pct_locataires": 25.5, "pct_appartements": 21.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/mercier.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Mercier", "population": 69895.0, "pct_60_plus": 10.3, "pct_francais": 71.0, "pct_anglais": 20.3, "pct_universitaire": 56.8, "pct_revenu_100k_plus": 13.0, "pct_immigrants": 22.3, "pct_autochtone": 0.0, "pct_locataires": 67.9, "pct_appartements": 97.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/mille-iles.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Mille-Îles", "population": 66660.0, "pct_60_plus": 18.1, "pct_francais": 71.9, "pct_anglais": 15.6, "pct_universitaire": 24.8, "pct_revenu_100k_plus": 10.0, "pct_immigrants": 26.1, "pct_autochtone": 0.0, "pct_locataires": 22.6, "pct_appartements": 30.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/mirabel.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Mirabel", "population": 68370.0, "pct_60_plus": 13.1, "pct_francais": 92.9, "pct_anglais": 4.1, "pct_universitaire": 16.7, "pct_revenu_100k_plus": 9.4, "pct_immigrants": 7.5, "pct_autochtone": 0.0, "pct_locataires": 21.7, "pct_appartements": 26.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/mont-royal-outremont.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Mont-Royal-Outremont", "population": 96625.0, "pct_60_plus": 17.0, "pct_francais": 49.4, "pct_anglais": 25.3, "pct_universitaire": 53.4, "pct_revenu_100k_plus": 16.0, "pct_immigrants": 36.8, "pct_autochtone": 0.0, "pct_locataires": 64.4, "pct_appartements": 83.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/montarville.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Montarville", "population": 68015.0, "pct_60_plus": 24.2, "pct_francais": 90.7, "pct_anglais": 5.8, "pct_universitaire": 40.6, "pct_revenu_100k_plus": 19.8, "pct_immigrants": 9.8, "pct_autochtone": 0.0, "pct_locataires": 15.2, "pct_appartements": 26.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/montmorency.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Montmorency", "population": 74740.0, "pct_60_plus": 19.0, "pct_francais": 98.2, "pct_anglais": 0.5, "pct_universitaire": 19.7, "pct_revenu_100k_plus": 7.0, "pct_immigrants": 5.0, "pct_autochtone": 0.0, "pct_locataires": 30.0, "pct_appartements": 37.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/nelligan.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Nelligan", "population": 79805.0, "pct_60_plus": 18.1, "pct_francais": 26.9, "pct_anglais": 51.1, "pct_universitaire": 35.1, "pct_revenu_100k_plus": 12.8, "pct_immigrants": 35.7, "pct_autochtone": 0.0, "pct_locataires": 21.3, "pct_appartements": 23.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/nicolet-becancour.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Nicolet-Bécancour", "population": 49390.0, "pct_60_plus": 24.7, "pct_francais": 98.8, "pct_anglais": 0.6, "pct_universitaire": 13.0, "pct_revenu_100k_plus": 5.1, "pct_immigrants": 1.6, "pct_autochtone": 0.0, "pct_locataires": 24.7, "pct_appartements": 18.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/notre-dame-de-grace.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Notre-Dame-de-Grâce", "population": 73265.0, "pct_60_plus": 17.3, "pct_francais": 25.7, "pct_anglais": 54.1, "pct_universitaire": 48.0, "pct_revenu_100k_plus": 12.9, "pct_immigrants": 34.8, "pct_autochtone": 0.0, "pct_locataires": 63.0, "pct_appartements": 82.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/orford.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Orford", "population": 54795.0, "pct_60_plus": 29.9, "pct_francais": 85.4, "pct_anglais": 14.0, "pct_universitaire": 24.0, "pct_revenu_100k_plus": 8.8, "pct_immigrants": 5.1, "pct_autochtone": 0.0, "pct_locataires": 26.3, "pct_appartements": 25.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/papineau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Papineau", "population": 74845.0, "pct_60_plus": 18.7, "pct_francais": 92.2, "pct_anglais": 6.8, "pct_universitaire": 12.6, "pct_revenu_100k_plus": 6.2, "pct_immigrants": 4.0, "pct_autochtone": 0.0, "pct_locataires": 26.8, "pct_appartements": 18.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/pierre-laporte.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Pierre-Laporte", "population": 74615.0, "pct_60_plus": 22.1, "pct_francais": 68.6, "pct_anglais": 17.9, "pct_universitaire": 31.1, "pct_revenu_100k_plus": 10.6, "pct_immigrants": 23.5, "pct_autochtone": 0.0, "pct_locataires": 46.8, "pct_appartements": 56.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/pointe-aux-trembles.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Pointe-aux-Trembles", "population": 54262.0, "pct_60_plus": 17.7, "pct_francais": 90.1, "pct_anglais": 3.2, "pct_universitaire": 14.8, "pct_revenu_100k_plus": 5.1, "pct_immigrants": 16.2, "pct_autochtone": 0.0, "pct_locataires": 45.4, "pct_appartements": 58.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/pontiac.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Pontiac", "population": 78350.0, "pct_60_plus": 17.0, "pct_francais": 52.3, "pct_anglais": 41.8, "pct_universitaire": 28.7, "pct_revenu_100k_plus": 13.1, "pct_immigrants": 13.6, "pct_autochtone": 0.0, "pct_locataires": 23.8, "pct_appartements": 20.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/portneuf.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Portneuf", "population": 66595.0, "pct_60_plus": 21.9, "pct_francais": 98.6, "pct_anglais": 1.0, "pct_universitaire": 14.3, "pct_revenu_100k_plus": 6.8, "pct_immigrants": 1.6, "pct_autochtone": 0.0, "pct_locataires": 20.8, "pct_appartements": 15.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/prevost.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Prévost", "population": 61360.0, "pct_60_plus": 20.5, "pct_francais": 95.0, "pct_anglais": 4.2, "pct_universitaire": 18.4, "pct_revenu_100k_plus": 9.2, "pct_immigrants": 4.4, "pct_autochtone": 0.0, "pct_locataires": 20.7, "pct_appartements": 19.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/rene-levesque.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "René-Lévesque", "population": 40435.0, "pct_60_plus": 24.2, "pct_francais": 95.0, "pct_anglais": 0.4, "pct_universitaire": 10.6, "pct_revenu_100k_plus": 8.0, "pct_immigrants": 1.1, "pct_autochtone": 2.2, "pct_locataires": 25.6, "pct_appartements": 19.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/repentigny.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Repentigny", "population": 70715.0, "pct_60_plus": 22.4, "pct_francais": 94.0, "pct_anglais": 2.1, "pct_universitaire": 17.9, "pct_revenu_100k_plus": 9.3, "pct_immigrants": 12.0, "pct_autochtone": 0.0, "pct_locataires": 26.3, "pct_appartements": 37.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/richelieu.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Richelieu", "population": 64515.0, "pct_60_plus": 26.5, "pct_francais": 98.5, "pct_anglais": 0.8, "pct_universitaire": 10.6, "pct_revenu_100k_plus": 6.3, "pct_immigrants": 2.9, "pct_autochtone": 0.0, "pct_locataires": 32.4, "pct_appartements": 29.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/richmond.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Richmond", "population": 72780.0, "pct_60_plus": 18.2, "pct_francais": 94.9, "pct_anglais": 3.8, "pct_universitaire": 20.2, "pct_revenu_100k_plus": 7.7, "pct_immigrants": 3.7, "pct_autochtone": 0.0, "pct_locataires": 24.7, "pct_appartements": 23.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/rimouski.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Rimouski", "population": 57191.0, "pct_60_plus": 23.3, "pct_francais": 99.0, "pct_anglais": 0.4, "pct_universitaire": 21.9, "pct_revenu_100k_plus": 6.2, "pct_immigrants": 2.2, "pct_autochtone": 0.0, "pct_locataires": 35.3, "pct_appartements": 31.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/riviere-du-loup-temiscouata-les-basques.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Rivière-du-Loup–Témiscouata–Les Basques", "population": 63705.0, "pct_60_plus": 28.2, "pct_francais": 99.2, "pct_anglais": 0.4, "pct_universitaire": 12.7, "pct_revenu_100k_plus": 4.5, "pct_immigrants": 1.2, "pct_autochtone": 0.0, "pct_locataires": 30.0, "pct_appartements": 26.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/robert-baldwin.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Robert-Baldwin", "population": 77275.0, "pct_60_plus": 19.7, "pct_francais": 21.3, "pct_anglais": 53.3, "pct_universitaire": 33.3, "pct_revenu_100k_plus": 9.9, "pct_immigrants": 41.2, "pct_autochtone": 0.0, "pct_locataires": 31.0, "pct_appartements": 33.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/roberval.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Roberval", "population": 55230.0, "pct_60_plus": 26.6, "pct_francais": 99.5, "pct_anglais": 0.2, "pct_universitaire": 11.0, "pct_revenu_100k_plus": 4.4, "pct_immigrants": 0.9, "pct_autochtone": 0.1, "pct_locataires": 26.4, "pct_appartements": 23.9, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/rosemont.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Rosemont", "population": 76870.0, "pct_60_plus": 19.5, "pct_francais": 81.6, "pct_anglais": 6.1, "pct_universitaire": 36.9, "pct_revenu_100k_plus": 8.9, "pct_immigrants": 24.2, "pct_autochtone": 0.0, "pct_locataires": 67.4, "pct_appartements": 92.7, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/rousseau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Rousseau", "population": 58430.0, "pct_60_plus": 15.7, "pct_francais": 98.0, "pct_anglais": 1.2, "pct_universitaire": 7.2, "pct_revenu_100k_plus": 4.0, "pct_immigrants": 2.9, "pct_autochtone": 0.0, "pct_locataires": 24.8, "pct_appartements": 16.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/rouyn-noranda-temiscamingue.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Rouyn-Noranda-Témiscamingue", "population": 57735.0, "pct_60_plus": 21.0, "pct_francais": 93.5, "pct_anglais": 5.9, "pct_universitaire": 14.9, "pct_revenu_100k_plus": 9.8, "pct_immigrants": 1.9, "pct_autochtone": 0.0, "pct_locataires": 33.3, "pct_appartements": 32.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-francois.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-François", "population": 71350.0, "pct_60_plus": 22.7, "pct_francais": 88.3, "pct_anglais": 8.2, "pct_universitaire": 17.3, "pct_revenu_100k_plus": 3.9, "pct_immigrants": 7.2, "pct_autochtone": 0.0, "pct_locataires": 47.5, "pct_appartements": 48.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-henri-sainte-anne.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-Henri-Sainte-Anne", "population": 84550.0, "pct_60_plus": 13.2, "pct_francais": 55.9, "pct_anglais": 30.4, "pct_universitaire": 42.3, "pct_revenu_100k_plus": 11.2, "pct_immigrants": 26.0, "pct_autochtone": 0.0, "pct_locataires": 65.2, "pct_appartements": 91.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-hyacinthe.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-Hyacinthe", "population": 71160.0, "pct_60_plus": 24.2, "pct_francais": 96.0, "pct_anglais": 0.7, "pct_universitaire": 13.3, "pct_revenu_100k_plus": 5.6, "pct_immigrants": 6.5, "pct_autochtone": 0.0, "pct_locataires": 46.6, "pct_appartements": 49.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-jean.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-Jean", "population": 77380.0, "pct_60_plus": 21.6, "pct_francais": 95.8, "pct_anglais": 2.7, "pct_universitaire": 15.6, "pct_revenu_100k_plus": 7.7, "pct_immigrants": 4.7, "pct_autochtone": 0.0, "pct_locataires": 41.5, "pct_appartements": 44.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-jerome.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-Jérôme", "population": 56330.0, "pct_60_plus": 27.3, "pct_francais": 96.3, "pct_anglais": 1.4, "pct_universitaire": 10.1, "pct_revenu_100k_plus": 3.3, "pct_immigrants": 5.5, "pct_autochtone": 0.0, "pct_locataires": 57.0, "pct_appartements": 65.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/saint-laurent.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Saint-Laurent", "population": 93910.0, "pct_60_plus": 16.1, "pct_francais": 38.7, "pct_anglais": 28.1, "pct_universitaire": 38.3, "pct_revenu_100k_plus": 11.2, "pct_immigrants": 48.4, "pct_autochtone": 0.0, "pct_locataires": 50.2, "pct_appartements": 70.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/sainte-marie-saint-jacques.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Sainte-Marie-Saint-Jacques", "population": 66864.0, "pct_60_plus": 11.7, "pct_francais": 69.1, "pct_anglais": 20.1, "pct_universitaire": 50.7, "pct_revenu_100k_plus": 10.8, "pct_immigrants": 25.9, "pct_autochtone": 0.0, "pct_locataires": 71.3, "pct_appartements": 86.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/sainte-rose.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Sainte-Rose", "population": 74990.0, "pct_60_plus": 15.3, "pct_francais": 74.3, "pct_anglais": 11.1, "pct_universitaire": 26.3, "pct_revenu_100k_plus": 11.1, "pct_immigrants": 26.3, "pct_autochtone": 0.0, "pct_locataires": 20.9, "pct_appartements": 23.8, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/sanguinet.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Sanguinet", "population": 58600.0, "pct_60_plus": 16.1, "pct_francais": 87.4, "pct_anglais": 6.0, "pct_universitaire": 16.6, "pct_revenu_100k_plus": 8.6, "pct_immigrants": 10.9, "pct_autochtone": 0.0, "pct_locataires": 25.6, "pct_appartements": 30.4, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/sherbrooke.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Sherbrooke", "population": 72420.0, "pct_60_plus": 23.5, "pct_francais": 90.0, "pct_anglais": 3.6, "pct_universitaire": 30.1, "pct_revenu_100k_plus": 6.0, "pct_immigrants": 11.7, "pct_autochtone": 0.0, "pct_locataires": 62.5, "pct_appartements": 69.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/soulanges.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Soulanges", "population": 73010.0, "pct_60_plus": 17.0, "pct_francais": 67.9, "pct_anglais": 29.4, "pct_universitaire": 20.2, "pct_revenu_100k_plus": 11.1, "pct_immigrants": 8.4, "pct_autochtone": 0.0, "pct_locataires": 16.6, "pct_appartements": 14.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/taillon.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Taillon", "population": 74570.0, "pct_60_plus": 21.2, "pct_francais": 86.2, "pct_anglais": 4.2, "pct_universitaire": 29.2, "pct_revenu_100k_plus": 9.5, "pct_immigrants": 20.1, "pct_autochtone": 0.0, "pct_locataires": 48.0, "pct_appartements": 63.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/taschereau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Taschereau", "population": 64045.0, "pct_60_plus": 26.0, "pct_francais": 93.9, "pct_anglais": 2.4, "pct_universitaire": 44.4, "pct_revenu_100k_plus": 8.1, "pct_immigrants": 10.2, "pct_autochtone": 0.0, "pct_locataires": 69.8, "pct_appartements": 94.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/terrebonne.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Terrebonne", "population": 71340.0, "pct_60_plus": 17.3, "pct_francais": 92.7, "pct_anglais": 3.3, "pct_universitaire": 17.8, "pct_revenu_100k_plus": 10.0, "pct_immigrants": 11.5, "pct_autochtone": 0.0, "pct_locataires": 27.9, "pct_appartements": 32.6, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/trois-rivieres.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Trois-Rivières", "population": 70875.0, "pct_60_plus": 28.0, "pct_francais": 96.1, "pct_anglais": 1.0, "pct_universitaire": 22.6, "pct_revenu_100k_plus": 6.1, "pct_immigrants": 6.0, "pct_autochtone": 0.1, "pct_locataires": 54.8, "pct_appartements": 58.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/ungava.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Ungava", "population": 45740.0, "pct_60_plus": 9.1, "pct_francais": 32.1, "pct_anglais": 12.7, "pct_universitaire": 7.4, "pct_revenu_100k_plus": 9.8, "pct_immigrants": 1.2, "pct_autochtone": 37.0, "pct_locataires": 44.4, "pct_appartements": 15.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/vachon.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Vachon", "population": 71640.0, "pct_60_plus": 17.7, "pct_francais": 79.9, "pct_anglais": 8.6, "pct_universitaire": 22.8, "pct_revenu_100k_plus": 8.2, "pct_immigrants": 21.2, "pct_autochtone": 0.0, "pct_locataires": 23.2, "pct_appartements": 34.1, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/vanier-les-rivieres.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Vanier-Les Rivières", "population": 70015.0, "pct_60_plus": 25.4, "pct_francais": 95.4, "pct_anglais": 0.9, "pct_universitaire": 25.2, "pct_revenu_100k_plus": 8.0, "pct_immigrants": 7.9, "pct_autochtone": 0.0, "pct_locataires": 49.5, "pct_appartements": 61.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/vaudreuil.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Vaudreuil", "population": 82115.0, "pct_60_plus": 17.0, "pct_francais": 52.7, "pct_anglais": 35.7, "pct_universitaire": 24.4, "pct_revenu_100k_plus": 9.9, "pct_immigrants": 20.6, "pct_autochtone": 0.0, "pct_locataires": 22.8, "pct_appartements": 29.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/vercheres.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Verchères", "population": 70835.0, "pct_60_plus": 16.2, "pct_francais": 96.9, "pct_anglais": 1.6, "pct_universitaire": 21.6, "pct_revenu_100k_plus": 12.6, "pct_immigrants": 5.2, "pct_autochtone": 0.0, "pct_locataires": 20.7, "pct_appartements": 25.2, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/verdun.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Verdun", "population": 70375.0, "pct_60_plus": 17.7, "pct_francais": 61.8, "pct_anglais": 23.8, "pct_universitaire": 45.5, "pct_revenu_100k_plus": 12.8, "pct_immigrants": 24.6, "pct_autochtone": 0.0, "pct_locataires": 62.4, "pct_appartements": 90.0, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/viau.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Viau", "population": 70417.0, "pct_60_plus": 13.7, "pct_francais": 57.5, "pct_anglais": 7.9, "pct_universitaire": 21.4, "pct_revenu_100k_plus": 2.4, "pct_immigrants": 44.2, "pct_autochtone": 0.0, "pct_locataires": 71.7, "pct_appartements": 86.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/vimont-auteuil.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Vimont-Auteuil", "population": 60305.0, "pct_60_plus": 18.2, "pct_francais": 69.8, "pct_anglais": 18.3, "pct_universitaire": 23.9, "pct_revenu_100k_plus": 9.8, "pct_immigrants": 24.1, "pct_autochtone": 0.0, "pct_locataires": 21.2, "pct_appartements": 28.5, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/portraits/westmount-saint-louis.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"district": "Westmount-Saint-Louis", "population": 86250.0, "pct_60_plus": 17.2, "pct_francais": 26.2, "pct_anglais": 49.6, "pct_universitaire": 60.5, "pct_revenu_100k_plus": 16.8, "pct_immigrants": 33.2, "pct_autochtone": 0.0, "pct_locataires": 71.4, "pct_appartements": 90.3, "pct_minorites_visibles": null, "source_url": "https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls", "source": "Élections Québec — Statistiques du Recensement 2021 par circonscription 2026 (classeur officiel)", "harvested": "2026-08-31"}
		\ No newline at end of file

added backend/data/population/riding_2026_demographics.csv +128 −0

		`@@ -0,0 +1,128 @@`
	1	+district,population,pct_60_plus,pct_locataires,pct_francais,pct_anglais,pct_universitaire,pct_revenu_100k_plus,pct_immigrants,pct_autochtone,pct_appartements,pct_minorites_visibles,source_url,harvested,z_pct_60_plus,z_pct_locataires,z_pct_francais,z_pct_anglais,z_pct_universitaire,z_pct_revenu_100k_plus,z_pct_immigrants,z_pct_autochtone,z_pct_appartements
	2	+Abitibi-Est,44055.0,19.6,36.4,96.7,2.3,12.6,11.7,2.0,0.2,36.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.247,-0.087,0.696,-0.582,-0.825,1.014,-0.828,-0.055,-0.222
	3	+Abitibi-Ouest,45290.0,22.0,26.7,98.9,0.8,10.0,9.1,1.0,0.0,22.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.252,-0.66,0.799,-0.692,-1.044,0.276,-0.902,-0.115,-0.766
	4	+Acadie,82340.0,18.6,61.3,45.4,16.8,34.4,6.5,51.2,0.0,85.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.456,1.383,-1.714,0.474,1.013,-0.461,2.815,-0.115,1.682
	5	+Anjou-Louis-Riel,63611.0,20.8,59.1,72.0,8.8,26.6,6.8,35.9,0.0,82.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.002,1.253,-0.464,-0.109,0.356,-0.376,1.682,-0.115,1.535
	6	+Argenteuil,48180.0,27.2,26.9,83.0,16.2,13.9,6.4,4.6,0.0,19.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.335,-0.648,0.052,0.43,-0.715,-0.49,-0.635,-0.115,-0.906
	7	+Arthabaska–L'Érable,77225.0,25.8,34.8,97.9,0.5,12.3,4.4,2.5,0.0,32.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.044,-0.182,0.752,-0.713,-0.85,-1.057,-0.791,-0.115,-0.377
	8	+Beauce-Nord,57245.0,20.7,22.4,98.8,0.4,12.7,5.2,1.5,0.0,14.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.018,-0.914,0.795,-0.721,-0.817,-0.83,-0.865,-0.115,-1.096
	9	+Beauce-Sud,63595.0,22.5,29.8,98.4,0.6,10.4,4.3,1.5,0.0,22.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.356,-0.477,0.776,-0.706,-1.011,-1.086,-0.865,-0.115,-0.785
	10	+Beauharnois,68800.0,23.1,39.8,94.9,4.1,11.0,5.3,3.3,0.0,40.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.481,0.114,0.612,-0.451,-0.96,-0.802,-0.732,-0.115,-0.074
	11	+Bellechasse,57020.0,23.1,22.4,98.8,0.5,12.3,4.7,1.8,0.0,15.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.481,-0.914,0.795,-0.713,-0.85,-0.972,-0.843,-0.115,-1.061
	12	+Bellefeuille,55275.0,12.5,25.3,96.3,2.4,14.2,8.6,5.1,0.0,27.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.726,-0.742,0.677,-0.575,-0.69,0.135,-0.598,-0.115,-0.603
	13	+Berthier,61440.0,26.4,24.4,95.6,1.1,10.2,4.4,1.9,1.3,14.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.168,-0.796,0.644,-0.67,-1.028,-1.057,-0.835,0.276,-1.108
	14	+Bertrand,64730.0,28.0,27.2,93.2,5.9,17.7,6.2,5.2,0.0,21.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.502,-0.63,0.532,-0.32,-0.395,-0.547,-0.591,-0.115,-0.832
	15	+Blainville,79480.0,15.1,20.4,88.7,6.5,25.1,14.1,12.0,0.0,27.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.184,-1.032,0.32,-0.276,0.229,1.695,-0.087,-0.115,-0.603
	16	+Bonaventure,40733.0,28.8,27.2,89.4,10.3,11.6,4.3,1.1,0.1,13.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.668,-0.63,0.353,0.0,-0.909,-1.086,-0.894,-0.085,-1.124
	17	+Borduas,71565.0,20.9,22.5,95.8,2.9,24.2,12.4,4.9,0.0,25.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.023,-0.908,0.654,-0.539,0.153,1.213,-0.613,-0.115,-0.653
	18	+Bourassa-Sauvé,81450.0,18.1,70.7,64.2,9.0,13.3,2.2,39.8,0.0,87.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.56,1.938,-0.831,-0.094,-0.766,-1.682,1.971,-0.115,1.733
	19	+Brome-Missisquoi,64785.0,26.3,31.4,82.1,17.2,21.1,8.2,4.7,0.0,30.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.148,-0.382,0.01,0.503,-0.108,0.021,-0.628,-0.115,-0.455
	20	+Camille-Laurin,71858.0,15.9,60.6,83.2,5.0,24.6,6.0,23.0,0.0,79.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.018,1.342,0.062,-0.386,0.187,-0.603,0.727,-0.115,1.43
	21	+Chambly,70525.0,15.1,21.0,92.4,4.5,24.8,13.6,8.1,0.0,27.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.184,-0.996,0.494,-0.422,0.204,1.553,-0.376,-0.115,-0.58
	22	+Champlain,73250.0,27.5,33.9,98.5,0.7,13.8,5.0,2.5,0.0,32.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.398,-0.235,0.781,-0.699,-0.724,-0.887,-0.791,-0.115,-0.389
	23	+Chapleau,80435.0,19.5,39.0,85.4,9.4,18.0,6.9,12.2,0.0,41.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.268,0.066,0.165,-0.065,-0.37,-0.348,-0.073,-0.115,-0.032
	24	+Charlesbourg,74350.0,24.7,41.6,96.7,0.9,22.4,6.7,8.0,0.0,52.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.815,0.22,0.696,-0.684,0.001,-0.405,-0.384,-0.115,0.392
	25	+Charlevoix-Côte-de-Beaupré,65840.0,26.7,23.1,99.0,0.6,17.2,7.6,2.2,0.0,20.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.231,-0.872,0.804,-0.706,-0.437,-0.149,-0.813,-0.115,-0.848
	26	+Châteauguay,70595.0,18.3,25.8,67.4,24.7,16.6,6.7,17.8,0.0,26.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.518,-0.713,-0.68,1.049,-0.488,-0.405,0.342,-0.115,-0.642
	27	+Chauveau,76350.0,15.9,22.4,97.9,1.1,21.1,9.3,4.1,0.1,23.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.018,-0.914,0.752,-0.67,-0.108,0.333,-0.672,-0.085,-0.739
	28	+Chicoutimi,57895.0,26.5,43.2,98.5,0.6,21.4,8.0,2.0,0.1,46.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.189,0.314,0.781,-0.706,-0.083,-0.036,-0.828,-0.085,0.139
	29	+Chomedey,77470.0,23.8,46.1,41.8,22.3,21.3,4.7,46.3,0.0,62.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.627,0.486,-1.883,0.874,-0.091,-0.972,2.452,-0.115,0.769
	30	+Chutes-de-la-Chaudière,77200.0,17.2,23.0,98.4,0.8,26.3,11.5,3.0,0.0,23.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.747,-0.878,0.776,-0.692,0.33,0.957,-0.754,-0.115,-0.727
	31	+Côte-du-Sud,61385.0,29.4,26.4,99.2,0.4,11.2,3.4,1.2,0.0,20.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.793,-0.678,0.814,-0.721,-0.943,-1.341,-0.887,-0.115,-0.875
	32	+Daniel-Johnson,58030.0,19.5,24.5,96.6,2.8,11.0,5.1,2.4,0.0,17.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.268,-0.79,0.691,-0.546,-0.96,-0.859,-0.798,-0.115,-0.972
	33	+D'Arcy-McGee,92930.0,19.9,66.0,21.4,50.5,41.9,9.8,46.4,0.0,83.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.185,1.66,-2.842,2.928,1.646,0.475,2.46,-0.115,1.577
	34	+Deux-Montagnes,63190.0,20.2,30.2,87.3,8.0,16.9,7.4,10.7,0.0,35.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.122,-0.453,0.254,-0.167,-0.462,-0.206,-0.184,-0.115,-0.272
	35	+Drummond-Bois-Francs,65520.0,24.5,37.7,97.6,1.0,13.1,5.3,3.2,0.0,33.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.773,-0.01,0.738,-0.677,-0.783,-0.802,-0.739,-0.115,-0.35
	36	+Dubuc,52015.0,22.0,24.3,99.0,0.8,12.2,7.7,0.8,0.0,22.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.252,-0.802,0.804,-0.692,-0.859,-0.121,-0.917,-0.115,-0.782
	37	+Duplessis,48090.0,18.9,28.8,82.7,8.4,10.8,15.5,1.7,5.5,23.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.393,-0.536,0.038,-0.138,-0.977,2.092,-0.85,1.54,-0.754
	38	+Fabre,78795.0,14.5,21.1,58.0,21.6,26.8,12.1,30.5,0.0,25.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.309,-0.99,-1.122,0.823,0.372,1.128,1.282,-0.115,-0.649
	39	+Gaspé,35955.0,28.2,27.1,93.3,6.3,11.7,4.1,1.9,0.0,15.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.543,-0.636,0.536,-0.291,-0.901,-1.142,-0.835,-0.115,-1.054
	40	+Gatineau,76855.0,18.3,14.8,77.3,21.1,23.3,13.1,5.3,0.0,10.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.518,-1.362,-0.215,0.787,0.077,1.411,-0.584,-0.115,-1.256
	41	+Gouin,61460.0,11.4,69.4,83.4,9.9,49.9,10.5,18.3,0.0,97.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.955,1.861,0.071,-0.029,2.321,0.674,0.379,-0.115,2.137
	42	+Granby,72365.0,25.1,44.4,95.6,1.8,13.1,4.9,5.2,0.0,47.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.898,0.385,0.644,-0.619,-0.783,-0.915,-0.591,-0.115,0.174
	43	+Groulx,68930.0,20.7,39.0,84.0,8.2,22.0,10.3,10.6,0.0,47.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.018,0.066,0.099,-0.153,-0.032,0.617,-0.191,-0.115,0.178
	44	+Hochelaga-Maisonneuve,59448.0,10.8,73.0,86.2,7.0,36.6,5.7,18.0,0.0,91.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-2.08,2.074,0.203,-0.24,1.199,-0.688,0.357,-0.115,1.908
	45	+Hull,94660.0,15.6,54.4,70.8,19.0,38.3,11.7,22.6,0.0,61.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.08,0.976,-0.521,0.634,1.342,1.014,0.697,-0.115,0.718
	46	+Huntingdon,57950.0,20.7,22.9,83.1,16.0,10.2,5.1,3.6,0.0,12.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.018,-0.884,0.057,0.415,-1.028,-0.859,-0.709,-0.115,-1.162
	47	+Iberville,64145.0,19.2,28.0,96.3,2.7,12.4,5.8,3.4,0.0,23.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.331,-0.583,0.677,-0.553,-0.842,-0.66,-0.724,-0.115,-0.747
	48	+Îles-de-la-Madeleine,12650.0,28.3,24.4,94.9,5.0,13.2,7.6,0.8,0.0,8.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.564,-0.796,0.612,-0.386,-0.775,-0.149,-0.917,-0.115,-1.314
	49	+Jacques-Cartier,62510.0,24.7,24.6,18.4,68.1,44.4,18.6,25.5,0.0,23.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.815,-0.784,-2.983,4.21,1.857,2.972,0.912,-0.115,-0.743
	50	+Jean-Lesage,59745.0,23.5,75.0,94.8,1.1,22.4,3.0,10.7,0.0,90.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.565,2.192,0.607,-0.67,0.001,-1.455,-0.184,-0.115,1.842
	51	+Jean-Talon,69815.0,23.2,58.4,90.3,2.2,47.6,11.6,15.2,0.0,68.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.502,1.212,0.395,-0.59,2.127,0.986,0.149,-0.115,1.014
	52	+Jeanne-Mance-Viger,79340.0,20.9,64.9,46.2,21.8,21.8,4.5,47.0,0.0,90.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.023,1.595,-1.677,0.838,-0.049,-1.029,2.504,-0.115,1.861
	53	+Joliette,71115.0,26.5,44.3,97.9,0.7,13.9,5.3,3.5,0.1,41.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.189,0.379,0.752,-0.699,-0.715,-0.802,-0.717,-0.085,-0.055
	54	+Jonquière,56325.0,24.7,37.1,99.3,0.5,15.7,7.9,1.1,0.0,40.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.815,-0.046,0.818,-0.713,-0.564,-0.064,-0.894,-0.115,-0.094
	55	+La Peltrie,77880.0,17.3,31.0,96.8,1.7,20.9,7.9,4.9,0.0,32.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.726,-0.406,0.701,-0.626,-0.125,-0.064,-0.613,-0.115,-0.409
	56	+La Pinière,81625.0,21.1,29.3,48.3,19.7,37.5,11.1,40.8,0.0,45.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.065,-0.506,-1.578,0.685,1.275,0.844,2.045,-0.115,0.116
	57	+La Prairie,65325.0,16.3,24.4,81.5,8.8,30.9,15.3,15.1,0.0,32.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.935,-0.796,-0.018,-0.109,0.718,2.036,0.142,-0.115,-0.397
	58	+Labelle,62590.0,29.0,27.9,96.4,3.2,12.7,5.3,2.5,0.0,21.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.71,-0.589,0.682,-0.517,-0.817,-0.802,-0.791,-0.115,-0.809
	59	+Lac-Saint-Jean,54090.0,24.2,27.5,99.5,0.2,12.5,7.1,0.7,0.0,28.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.71,-0.613,0.828,-0.735,-0.834,-0.291,-0.924,-0.115,-0.537
	60	+LaFontaine,58066.0,18.7,31.9,51.2,30.1,16.6,6.3,34.9,0.0,41.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.435,-0.353,-1.442,1.442,-0.488,-0.518,1.608,-0.115,-0.047
	61	+L'Assomption,71795.0,16.2,24.7,97.2,1.0,13.2,7.0,6.8,0.0,24.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.955,-0.778,0.72,-0.677,-0.775,-0.32,-0.472,-0.115,-0.704
	62	+Laurier-Dorion,74674.0,12.7,73.0,56.9,14.4,38.5,6.3,31.9,0.0,90.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.684,2.074,-1.174,0.299,1.359,-0.518,1.386,-0.115,1.842
	63	+Laval-des-Rapides,80150.0,21.9,57.2,72.0,8.4,25.9,5.7,33.2,0.0,73.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.232,1.141,-0.464,-0.138,0.297,-0.688,1.482,-0.115,1.181
	64	+Laviolette-Saint-Maurice,72160.0,28.3,37.8,95.2,0.9,10.8,4.0,1.8,1.8,38.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.564,-0.005,0.626,-0.684,-0.977,-1.171,-0.843,0.427,-0.16
	65	+Les Plaines,65615.0,12.8,26.7,94.8,2.4,10.2,6.0,9.0,0.0,29.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.663,-0.66,0.607,-0.575,-1.028,-0.603,-0.31,-0.115,-0.521
	66	+Lévis,63160.0,26.9,46.4,97.7,0.9,23.7,7.9,4.5,0.0,51.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.273,0.503,0.743,-0.684,0.111,-0.064,-0.643,-0.115,0.342
	67	+Lotbinière-Frontenac,72630.0,25.8,25.4,98.4,0.8,10.8,4.0,1.6,0.0,21.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.044,-0.737,0.776,-0.692,-0.977,-1.171,-0.857,-0.115,-0.84
	68	+Louis-Hébert,58585.0,26.7,22.8,95.9,1.4,41.8,15.6,6.7,0.0,36.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.231,-0.89,0.659,-0.648,1.638,2.121,-0.48,-0.115,-0.249
	69	+Marguerite-Bourgeoys,82235.0,20.3,60.7,38.5,36.8,24.5,5.3,35.3,0.0,89.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.102,1.347,-2.038,1.93,0.179,-0.802,1.638,-0.115,1.803
	70	+Marie-Lacoste-Gérin-Lajoie,58305.0,19.0,37.9,97.0,1.0,11.6,3.9,3.8,0.0,34.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.372,0.001,0.71,-0.677,-0.909,-1.199,-0.695,-0.115,-0.315
	71	+Marie-Victorin,66315.0,18.3,66.1,84.9,5.0,24.5,5.2,21.1,0.0,76.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.518,1.666,0.142,-0.386,0.179,-0.83,0.586,-0.115,1.333
	72	+Marquette,65760.0,19.2,53.0,46.3,40.3,29.8,9.1,24.6,0.0,67.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.331,0.893,-1.672,2.185,0.625,0.276,0.845,-0.115,0.979
	73	+Maskinongé,56775.0,24.5,24.4,98.7,0.7,14.7,6.5,1.8,0.0,18.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.773,-0.796,0.79,-0.699,-0.648,-0.461,-0.843,-0.115,-0.921
	74	+Masson,65810.0,16.9,22.8,93.5,3.5,16.9,10.4,9.3,0.0,32.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.81,-0.89,0.546,-0.495,-0.462,0.645,-0.287,-0.115,-0.393
	75	+Matane-Matapédia-Mitis,56838.0,26.1,28.4,99.4,0.5,10.1,3.8,0.8,0.0,19.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.106,-0.559,0.823,-0.713,-1.036,-1.228,-0.917,-0.115,-0.898
	76	+Maurice-Richard,68210.0,21.3,65.1,78.1,6.8,36.6,8.6,28.5,0.0,90.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.107,1.607,-0.178,-0.255,1.199,0.135,1.134,-0.115,1.865
	77	+Mégantic,61885.0,27.0,25.5,95.0,4.6,9.8,3.6,1.9,0.0,21.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.293,-0.731,0.616,-0.415,-1.061,-1.284,-0.835,-0.115,-0.84
	78	+Mercier,69895.0,10.3,67.9,71.0,20.3,56.8,13.0,22.3,0.0,97.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-2.184,1.773,-0.511,0.729,2.903,1.383,0.675,-0.115,2.121
	79	+Mille-Îles,66660.0,18.1,22.6,71.9,15.6,24.8,10.0,26.1,0.0,30.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.56,-0.902,-0.469,0.386,0.204,0.532,0.957,-0.115,-0.475
	80	+Mirabel,68370.0,13.1,21.7,92.9,4.1,16.7,9.4,7.5,0.0,26.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.601,-0.955,0.518,-0.451,-0.479,0.362,-0.421,-0.115,-0.646
	81	+Mont-Royal-Outremont,96625.0,17.0,64.4,49.4,25.3,53.4,16.0,36.8,0.0,83.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.789,1.566,-1.526,1.093,2.616,2.234,1.749,-0.115,1.589
	82	+Montarville,68015.0,24.2,15.2,90.7,5.8,40.6,19.8,9.8,0.0,26.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.71,-1.339,0.414,-0.327,1.536,3.313,-0.25,-0.115,-0.642
	83	+Montmorency,74740.0,19.0,30.0,98.2,0.5,19.7,7.0,5.0,0.0,37.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.372,-0.465,0.767,-0.713,-0.226,-0.32,-0.606,-0.115,-0.206
	84	+Nelligan,79805.0,18.1,21.3,26.9,51.1,35.1,12.8,35.7,0.0,23.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.56,-0.979,-2.583,2.972,1.072,1.326,1.667,-0.115,-0.731
	85	+Nicolet-Bécancour,49390.0,24.7,24.7,98.8,0.6,13.0,5.1,1.6,0.0,18.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.815,-0.778,0.795,-0.706,-0.791,-0.859,-0.857,-0.115,-0.953
	86	+Notre-Dame-de-Grâce,73265.0,17.3,63.0,25.7,54.1,48.0,12.9,34.8,0.0,82.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.726,1.483,-2.64,3.19,2.16,1.355,1.601,-0.115,1.531
	87	+Orford,54795.0,29.9,26.3,85.4,14.0,24.0,8.8,5.1,0.0,25.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.897,-0.683,0.165,0.27,0.136,0.191,-0.598,-0.115,-0.673
	88	+Papineau,74845.0,18.7,26.8,92.2,6.8,12.6,6.2,4.0,0.0,18.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.435,-0.654,0.485,-0.255,-0.825,-0.547,-0.68,-0.115,-0.921
	89	+Pierre-Laporte,74615.0,22.1,46.8,68.6,17.9,31.1,10.6,23.5,0.0,56.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.273,0.527,-0.624,0.554,0.735,0.702,0.764,-0.115,0.551
	90	+Pointe-aux-Trembles,54262.0,17.7,45.4,90.1,3.2,14.8,5.1,16.2,0.0,58.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.643,0.444,0.386,-0.517,-0.64,-0.859,0.224,-0.115,0.617
	91	+Pontiac,78350.0,17.0,23.8,52.3,41.8,28.7,13.1,13.6,0.0,20.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.789,-0.831,-1.39,2.294,0.533,1.411,0.031,-0.115,-0.859
	92	+Portneuf,66595.0,21.9,20.8,98.6,1.0,14.3,6.8,1.6,0.0,15.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.232,-1.008,0.785,-0.677,-0.682,-0.376,-0.857,-0.115,-1.038
	93	+Prévost,61360.0,20.5,20.7,95.0,4.2,18.4,9.2,4.4,0.0,19.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.06,-1.014,0.616,-0.444,-0.336,0.305,-0.65,-0.115,-0.914
	94	+René-Lévesque,40435.0,24.2,25.6,95.0,0.4,10.6,8.0,1.1,2.2,19.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.71,-0.725,0.616,-0.721,-0.994,-0.036,-0.894,0.547,-0.918
	95	+Repentigny,70715.0,22.4,26.3,94.0,2.1,17.9,9.3,12.0,0.0,37.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.336,-0.683,0.569,-0.597,-0.378,0.333,-0.087,-0.115,-0.206
	96	+Richelieu,64515.0,26.5,32.4,98.5,0.8,10.6,6.3,2.9,0.0,29.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.189,-0.323,0.781,-0.692,-0.994,-0.518,-0.761,-0.115,-0.494
	97	+Richmond,72780.0,18.2,24.7,94.9,3.8,20.2,7.7,3.7,0.0,23.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.539,-0.778,0.612,-0.473,-0.184,-0.121,-0.702,-0.115,-0.735
	98	+Rimouski,57191.0,23.3,35.3,99.0,0.4,21.9,6.2,2.2,0.0,31.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.523,-0.152,0.804,-0.721,-0.041,-0.547,-0.813,-0.115,-0.447
	99	+Rivière-du-Loup–Témiscouata–Les Basques,63705.0,28.2,30.0,99.2,0.4,12.7,4.5,1.2,0.0,26.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.543,-0.465,0.814,-0.721,-0.817,-1.029,-0.887,-0.115,-0.642
	100	+Robert-Baldwin,77275.0,19.7,31.0,21.3,53.3,33.3,9.9,41.2,0.0,33.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.227,-0.406,-2.846,3.132,0.921,0.503,2.075,-0.115,-0.358
	101	+Roberval,55230.0,26.6,26.4,99.5,0.2,11.0,4.4,0.9,0.1,23.9,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.21,-0.678,0.828,-0.735,-0.96,-1.057,-0.909,-0.085,-0.727
	102	+Rosemont,76870.0,19.5,67.4,81.6,6.1,36.9,8.9,24.2,0.0,92.7,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.268,1.743,-0.013,-0.306,1.224,0.22,0.816,-0.115,1.947
	103	+Rousseau,58430.0,15.7,24.8,98.0,1.2,7.2,4.0,2.9,0.0,16.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.059,-0.772,0.757,-0.662,-1.281,-1.171,-0.761,-0.115,-1.03
	104	+Rouyn-Noranda-Témiscamingue,57735.0,21.0,33.3,93.5,5.9,14.9,9.8,1.9,0.0,32.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.044,-0.27,0.546,-0.32,-0.631,0.475,-0.835,-0.115,-0.405
	105	+Saint-François,71350.0,22.7,47.5,88.3,8.2,17.3,3.9,7.2,0.0,48.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.398,0.568,0.301,-0.153,-0.429,-1.199,-0.443,-0.115,0.225
	106	+Saint-Henri-Sainte-Anne,84550.0,13.2,65.2,55.9,30.4,42.3,11.2,26.0,0.0,91.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.58,1.613,-1.221,1.464,1.68,0.872,0.949,-0.115,1.896
	107	+Saint-Hyacinthe,71160.0,24.2,46.6,96.0,0.7,13.3,5.6,6.5,0.0,49.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.71,0.515,0.663,-0.699,-0.766,-0.717,-0.495,-0.115,0.26
	108	+Saint-Jean,77380.0,21.6,41.5,95.8,2.7,15.6,7.7,4.7,0.0,44.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.169,0.214,0.654,-0.553,-0.572,-0.121,-0.628,-0.115,0.054
	109	+Saint-Jérôme,56330.0,27.3,57.0,96.3,1.4,10.1,3.3,5.5,0.0,65.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.356,1.129,0.677,-0.648,-1.036,-1.369,-0.569,-0.115,0.901
	110	+Saint-Laurent,93910.0,16.1,50.2,38.7,28.1,38.3,11.2,48.4,0.0,70.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.976,0.728,-2.029,1.297,1.342,0.872,2.608,-0.115,1.084
	111	+Sainte-Marie-Saint-Jacques,66864.0,11.7,71.3,69.1,20.1,50.7,10.8,25.9,0.0,86.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.892,1.973,-0.601,0.714,2.388,0.759,0.942,-0.115,1.702
	112	+Sainte-Rose,74990.0,15.3,20.9,74.3,11.1,26.3,11.1,26.3,0.0,23.8,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.143,-1.002,-0.356,0.059,0.33,0.844,0.971,-0.115,-0.731
	113	+Sanguinet,58600.0,16.1,25.6,87.4,6.0,16.6,8.6,10.9,0.0,30.4,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.976,-0.725,0.259,-0.313,-0.488,0.135,-0.169,-0.115,-0.475
	114	+Sherbrooke,72420.0,23.5,62.5,90.0,3.6,30.1,6.0,11.7,0.0,69.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.565,1.454,0.381,-0.488,0.651,-0.603,-0.11,-0.115,1.029
	115	+Soulanges,73010.0,17.0,16.6,67.9,29.4,20.2,11.1,8.4,0.0,14.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.789,-1.256,-0.657,1.391,-0.184,0.844,-0.354,-0.115,-1.112
	116	+Taillon,74570.0,21.2,48.0,86.2,4.2,29.2,9.5,20.1,0.0,63.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.086,0.598,0.203,-0.444,0.575,0.39,0.512,-0.115,0.804
	117	+Taschereau,64045.0,26.0,69.8,93.9,2.4,44.4,8.1,10.2,0.0,94.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.085,1.885,0.565,-0.575,1.857,-0.007,-0.221,-0.115,2.001
	118	+Terrebonne,71340.0,17.3,27.9,92.7,3.3,17.8,10.0,11.5,0.0,32.6,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.726,-0.589,0.508,-0.509,-0.387,0.532,-0.124,-0.115,-0.389
	119	+Trois-Rivières,70875.0,28.0,54.8,96.1,1.0,22.6,6.1,6.0,0.1,58.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,1.502,0.999,0.668,-0.677,0.018,-0.575,-0.532,-0.085,0.617
	120	+Ungava,45740.0,9.1,44.4,32.1,12.7,7.4,9.8,1.2,37.0,15.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-2.434,0.385,-2.339,0.175,-1.264,0.475,-0.887,11.023,-1.061
	121	+Vachon,71640.0,17.7,23.2,79.9,8.6,22.8,8.2,21.2,0.0,34.1,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.643,-0.866,-0.093,-0.123,0.035,0.021,0.594,-0.115,-0.331
	122	+Vanier-Les Rivières,70015.0,25.4,49.5,95.4,0.9,25.2,8.0,7.9,0.0,61.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,0.96,0.686,0.635,-0.684,0.238,-0.036,-0.391,-0.115,0.734
	123	+Vaudreuil,82115.0,17.0,22.8,52.7,35.7,24.4,9.9,20.6,0.0,29.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.789,-0.89,-1.371,1.85,0.17,0.503,0.549,-0.115,-0.521
	124	+Verchères,70835.0,16.2,20.7,96.9,1.6,21.6,12.6,5.2,0.0,25.2,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.955,-1.014,0.706,-0.633,-0.066,1.27,-0.591,-0.115,-0.677
	125	+Verdun,70375.0,17.7,62.4,61.8,23.8,45.5,12.8,24.6,0.0,90.0,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.643,1.448,-0.944,0.984,1.95,1.326,0.845,-0.115,1.842
	126	+Viau,70417.0,13.7,71.7,57.5,7.9,21.4,2.4,44.2,0.0,86.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-1.476,1.997,-1.146,-0.174,-0.083,-1.625,2.297,-0.115,1.698
	127	+Vimont-Auteuil,60305.0,18.2,21.2,69.8,18.3,23.9,9.8,24.1,0.0,28.5,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.539,-0.985,-0.568,0.583,0.128,0.475,0.808,-0.115,-0.548
	128	+Westmount-Saint-Louis,86250.0,17.2,71.4,26.2,49.6,60.5,16.8,33.2,0.0,90.3,,https://docs.electionsquebec.qc.ca/PRO/6a58edde4eab9/statistiques-recensement-2021-CEP2026.xls,2026-08-31,-0.747,1.979,-2.616,2.862,3.215,2.461,1.482,-0.115,1.853

added backend/data/population/riding_similarity.json +1 −0

		`@@ -0,0 +1 @@`
	1	+{"Abitibi-Est": [{"district": "Rouyn-Noranda-Témiscamingue", "similarity": 0.923}, {"district": "Abitibi-Ouest", "similarity": 0.806}, {"district": "Verchères", "similarity": 0.756}, {"district": "Terrebonne", "similarity": 0.748}, {"district": "Masson", "similarity": 0.747}, {"district": "Borduas", "similarity": 0.726}, {"district": "Groulx", "similarity": 0.722}, {"district": "Duplessis", "similarity": 0.706}, {"district": "Saint-Jean", "similarity": 0.692}, {"district": "Chutes-de-la-Chaudière", "similarity": 0.692}], "Abitibi-Ouest": [{"district": "Dubuc", "similarity": 0.974}, {"district": "Rouyn-Noranda-Témiscamingue", "similarity": 0.943}, {"district": "Lac-Saint-Jean", "similarity": 0.923}, {"district": "Portneuf", "similarity": 0.915}, {"district": "René-Lévesque", "similarity": 0.913}, {"district": "Prévost", "similarity": 0.886}, {"district": "Maskinongé", "similarity": 0.884}, {"district": "Beauce-Nord", "similarity": 0.845}, {"district": "Charlevoix-Côte-de-Beaupré", "similarity": 0.833}, {"district": "Repentigny", "similarity": 0.832}], "Acadie": [{"district": "Jeanne-Mance-Viger", "similarity": 0.942}, {"district": "Anjou-Louis-Riel", "similarity": 0.923}, {"district": "Laval-des-Rapides", "similarity": 0.901}, {"district": "Saint-Laurent", "similarity": 0.893}, {"district": "Laurier-Dorion", "similarity": 0.866}, {"district": "Marguerite-Bourgeoys", "similarity": 0.865}, {"district": "Viau", "similarity": 0.86}, {"district": "Chomedey", "similarity": 0.856}, {"district": "D'Arcy-McGee", "similarity": 0.851}, {"district": "Maurice-Richard", "similarity": 0.793}], "Anjou-Louis-Riel": [{"district": "Laval-des-Rapides", "similarity": 0.981}, {"district": "Acadie", "similarity": 0.923}, {"district": "Jeanne-Mance-Viger", "similarity": 0.916}, {"district": "Maurice-Richard", "similarity": 0.905}, {"district": "Viau", "similarity": 0.877}, {"district": "Bourassa-Sauvé", "similarity": 0.876}, {"district": "Rosemont", "similarity": 0.849}, {"district": 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0.986}, {"district": "Verchères", "similarity": 0.929}, {"district": "Mirabel", "similarity": 0.928}, {"district": "Chauveau", "similarity": 0.917}, {"district": "Sanguinet", "similarity": 0.915}, {"district": "Bellefeuille", "similarity": 0.896}, {"district": "Chambly", "similarity": 0.867}, {"district": "Chutes-de-la-Chaudière", "similarity": 0.854}, {"district": "L'Assomption", "similarity": 0.833}, {"district": "Blainville", "similarity": 0.823}], "Trois-Rivières": [{"district": "Lévis", "similarity": 0.942}, {"district": "Vanier-Les Rivières", "similarity": 0.939}, {"district": "Charlesbourg", "similarity": 0.92}, {"district": "Saint-Jérôme", "similarity": 0.881}, {"district": "Chicoutimi", "similarity": 0.88}, {"district": "Joliette", "similarity": 0.838}, {"district": "Saint-Hyacinthe", "similarity": 0.829}, {"district": "Granby", "similarity": 0.819}, {"district": "Sherbrooke", "similarity": 0.803}, {"district": "Jean-Lesage", "similarity": 0.776}], "Ungava": [{"district": "Duplessis", "similarity": 0.595}, {"district": "René-Lévesque", "similarity": 0.212}, {"district": "Soulanges", "similarity": 0.135}, {"district": "Pontiac", "similarity": 0.122}, {"district": "Vaudreuil", "similarity": 0.122}, {"district": "Fabre", "similarity": 0.118}, {"district": "Bellefeuille", "similarity": 0.111}, {"district": "Châteauguay", "similarity": 0.108}, {"district": "Mirabel", "similarity": 0.108}, {"district": "Les Plaines", "similarity": 0.102}], "Vachon": [{"district": "Sainte-Rose", "similarity": 0.885}, {"district": "Mille-Îles", "similarity": 0.851}, {"district": "Vimont-Auteuil", "similarity": 0.819}, {"district": "Fabre", "similarity": 0.742}, {"district": "Sanguinet", "similarity": 0.698}, {"district": "Mirabel", "similarity": 0.64}, {"district": "Blainville", "similarity": 0.592}, {"district": "Masson", "similarity": 0.582}, {"district": "Terrebonne", "similarity": 0.579}, {"district": "Châteauguay", "similarity": 0.551}], "Vanier-Les Rivières": [{"district": "Lévis", "similarity": 0.944}, {"district": "Trois-Rivières", "similarity": 0.939}, {"district": "Charlesbourg", "similarity": 0.907}, {"district": "Chicoutimi", "similarity": 0.866}, {"district": "Sherbrooke", "similarity": 0.824}, {"district": "Taschereau", "similarity": 0.816}, {"district": "Jean-Lesage", "similarity": 0.742}, {"district": "Saint-Jérôme", "similarity": 0.738}, {"district": "Saint-Hyacinthe", "similarity": 0.707}, {"district": "Joliette", "similarity": 0.684}], "Vaudreuil": [{"district": "Nelligan", "similarity": 0.947}, {"district": "Pontiac", "similarity": 0.94}, {"district": "Robert-Baldwin", "similarity": 0.894}, {"district": "Vimont-Auteuil", "similarity": 0.854}, {"district": "Fabre", "similarity": 0.849}, {"district": "Soulanges", "similarity": 0.843}, {"district": "Châteauguay", "similarity": 0.835}, {"district": "Jacques-Cartier", "similarity": 0.825}, {"district": "Mille-Îles", "similarity": 0.777}, {"district": "LaFontaine", "similarity": 0.775}], "Verchères": [{"district": "Chambly", "similarity": 0.969}, {"district": "Chutes-de-la-Chaudière", "similarity": 0.967}, {"district": "Masson", "similarity": 0.944}, {"district": "Terrebonne", "similarity": 0.929}, {"district": "Blainville", "similarity": 0.925}, {"district": "Chauveau", "similarity": 0.911}, {"district": "Borduas", "similarity": 0.898}, {"district": "Mirabel", "similarity": 0.852}, {"district": "Prévost", "similarity": 0.8}, {"district": "Sanguinet", "similarity": 0.794}], "Verdun": [{"district": "Mont-Royal-Outremont", "similarity": 0.967}, {"district": "Saint-Henri-Sainte-Anne", "similarity": 0.955}, {"district": "Westmount-Saint-Louis", "similarity": 0.945}, {"district": "Hull", "similarity": 0.943}, {"district": "Mercier", "similarity": 0.934}, {"district": "Sainte-Marie-Saint-Jacques", "similarity": 0.929}, {"district": "Pierre-Laporte", "similarity": 0.89}, {"district": "Notre-Dame-de-Grâce", "similarity": 0.879}, {"district": "Gouin", "similarity": 0.855}, {"district": "Rosemont", "similarity": 0.824}], "Viau": [{"district": "Bourassa-Sauvé", "similarity": 0.959}, {"district": "Camille-Laurin", "similarity": 0.884}, {"district": "Jeanne-Mance-Viger", "similarity": 0.883}, {"district": "Laval-des-Rapides", "similarity": 0.877}, {"district": "Anjou-Louis-Riel", "similarity": 0.877}, {"district": "Laurier-Dorion", "similarity": 0.873}, {"district": "Acadie", "similarity": 0.86}, {"district": "Marie-Victorin", "similarity": 0.849}, {"district": "Marguerite-Bourgeoys", "similarity": 0.75}, {"district": "Hochelaga-Maisonneuve", "similarity": 0.745}], "Vimont-Auteuil": [{"district": "Mille-Îles", "similarity": 0.985}, {"district": "Fabre", "similarity": 0.949}, {"district": "Sainte-Rose", "similarity": 0.902}, {"district": "Vaudreuil", "similarity": 0.854}, {"district": "Nelligan", "similarity": 0.824}, {"district": "Vachon", "similarity": 0.819}, {"district": "Soulanges", "similarity": 0.778}, {"district": "Pontiac", "similarity": 0.768}, {"district": "Châteauguay", "similarity": 0.738}, {"district": "Robert-Baldwin", "similarity": 0.721}], "Westmount-Saint-Louis": [{"district": "Notre-Dame-de-Grâce", "similarity": 0.971}, {"district": "Mont-Royal-Outremont", "similarity": 0.958}, {"district": "Verdun", "similarity": 0.945}, {"district": "Pierre-Laporte", "similarity": 0.927}, {"district": "Saint-Henri-Sainte-Anne", "similarity": 0.917}, {"district": "Hull", "similarity": 0.91}, {"district": "D'Arcy-McGee", "similarity": 0.901}, {"district": "Marquette", "similarity": 0.876}, {"district": "Saint-Laurent", "similarity": 0.865}, {"district": "Sainte-Marie-Saint-Jacques", "similarity": 0.833}]}
		\ No newline at end of file

added backend/data/population/statistiques-recensement-2021-CEP2026.xls +0 −0

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modified backend/tests/test_beyond.py +62 −0

		`@@ -319,3 +319,65 @@ def test_invariants_simulation():`
319	319	assert abs(s - 1.0) < 1e-6 # P(victoire) somme à 1
320	320	assert all(0.0 <= v <= 1.0 for v in d["win_probs"].values())
321	321	assert abs(sum(sim.national_vote.values()) - 100.0) < 0.5
	322	+
	323	+
	324	+def test_election_night_infers_national_shift():
	325	+ """Un vrai décalage national doit être retrouvé par la décomposition
	326	+ hiérarchique, et un décalage nul ne doit rien inventer."""
	327	+ from app.modeling.election_night import infer_shifts
	328	+ from app.modeling.simulate import SimulationInput
	329	+ from app.modeling.compositions import alr, close, inv_alr
	330	+ rng = np.random.default_rng(5)
	331	+ D, K = 60, 6
	332	+ baselines = rng.dirichlet(np.ones(K) * 10, D)
	333	+ nat = np.full(K, 1 / K)
	334	+ inp = SimulationInput(
	335	+ x_mean=alr(close(nat)), P=np.eye(K - 1) * 0.01,
	336	+ baseline_national=nat,
	337	+ district_names=[f"c{i}" for i in range(D)],
	338	+ district_baselines=baselines,
	339	+ district_regions=[f"r{i % 6}" for i in range(D)],
	340	+ retirement_flags=np.zeros(D, dtype=int),
	341	+ incumbent_party_idx=np.full(D, -1), majority_seats=31)
	342	+ # vérité : PQ (idx 3) +3 pp national — rapporté dans 30 circonscriptions
	343	+ true_shift_pp = np.zeros(K); true_shift_pp[3] = 3.0
	344	+ reported = []
	345	+ for i in range(30):
	346	+ obs = close(np.clip(baselines[i] + true_shift_pp / 100.0, 0.001, None))
	347	+ reported.append({"district": f"c{i}", "pct_reported": 100.0,
	348	+ "results": {p: float(obs[j] * 100)
	349	+ for j, p in enumerate(
	350	+ ["CAQ", "PCQ", "PLQ", "PQ", "QS", "AUT"])}})
	351	+ from app.config import settings
	352	+ upd = infer_shifts(inp, reported, industry_sd=0.22)
	353	+ shifted = inv_alr(inp.x_mean + upd.national_shift)
	354	+ dpq = (shifted[3] - nat[3]) * 100
	355	+ assert 1.5 < dpq < 4.5 # décalage PQ retrouvé (~3 pp, rétréci OK)
	356	+ assert upd.national_var < 0.22 ** 2 # l'incertitude nationale a diminué
	357	+ # décalage nul → rien d'inventé
	358	+ rep0 = [{*r, "results": {p: float(baselines[i][j] 100)
	359	+ for j, p in enumerate(
	360	+ ["CAQ", "PCQ", "PLQ", "PQ", "QS", "AUT"])}}
	361	+ for i, r in enumerate(reported)]
	362	+ upd0 = infer_shifts(inp, rep0, industry_sd=0.22)
	363	+ assert np.abs(inv_alr(inp.x_mean + upd0.national_shift) - nat).max() * 100 < 0.5
	364	+ # sous le seuil de dépouillement : aucune information
	365	+ updm = infer_shifts(inp, [{**reported[0], "pct_reported": 2.0}], 0.22)
	366	+ assert updm.n_informative == 0
	367	+
	368	+
	369	+def test_demographics_feature_store():
	370	+ from app.config import DATA_DIR
	371	+ from app.ingest.eq_socioeconomic import slug_of
	372	+ assert slug_of("Anjou–Louis-Riel") == "anjou-louis-riel"
	373	+ assert slug_of("Sainte-Marie–Saint-Jacques") == "sainte-marie-saint-jacques"
	374	+ assert slug_of("D'Arcy-McGee") == "darcy-mcgee"
	375	+ f = DATA_DIR / "population" / "riding_2026_demographics.csv"
	376	+ if not f.exists():
	377	+ return # premier déploiement — construit par admin/demographics
	378	+ import pandas as pd
	379	+ df = pd.read_csv(f)
	380	+ assert len(df) == 127
	381	+ assert df["population"].between(10000, 130000).all()
	382	+ assert df["pct_francais"].between(1, 100).all()
	383	+ assert df["pct_locataires"].between(5, 95).all()

modified frontend/admin.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Administration — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Administration — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Administration — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	</head>
16	31	<body>

added frontend/assets/img/apple-touch-icon.png +0 −0

Binary file not shown.

added frontend/assets/img/favicon-64.png +0 −0

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added frontend/assets/img/favicon.svg +14 −0

		`@@ -0,0 +1,14 @@`
	1	+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64">
	2	+ <defs>
	3	+ <linearGradient id="g" x1="0" y1="0" x2="1" y2="1">
	4	+ <stop offset="0" stop-color="#3f7ad6"/><stop offset="1" stop-color="#7069d6"/>
	5	+ </linearGradient>
	6	+ </defs>
	7	+ <rect width="64" height="64" rx="14" fill="url(#g)"/>
	8	+ <g transform="translate(20,17) scale(1.0)" fill="#ffffff">
	9	+ <path transform="scale(1.25)" d="M9.6 0C7.4 3 6.5 5.4 6.5 7.5c0 2.4 1.1 5 3.1 8.7 2-3.7 3.1-6.3 3.1-8.7 0-2.1-.9-4.5-3.1-7.5z"/>
	10	+ <path transform="scale(1.25)" d="M7.5 16.2C7.2 12 5 9.2.6 8.7c-.3 3.6.9 6.1 3.4 7.2 1.1.5 2.3.6 3.5.3z"/>
	11	+ <path transform="scale(1.25)" d="M11.7 16.2c.3-4.2 2.5-7 6.9-7.5.3 3.6-.9 6.1-3.4 7.2-1.1.5-2.3.6-3.5.3z"/>
	12	+ <rect x="6" y="23.9" width="12" height="2.4" rx="1.2"/>
	13	+ </g>
	14	+</svg>

added frontend/assets/img/icon-512.png +0 −0

Binary file not shown.

added frontend/assets/img/og.png +0 −0

Binary file not shown.

modified frontend/aujourdhui.html +15 −0

		`@@ -12,6 +12,21 @@`
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Le point du jour — QC Élection Forecast</title>
14	14	<meta name="description" content="Le forecast du jour de l'élection québécoise 2026 : probabilités datées, ce qui a changé depuis hier, attention web, nouveaux signaux.">
	15	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	16	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	17	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	18	+<meta property="og:site_name" content="QC Élection Forecast">
	19	+<meta property="og:type" content="website">
	20	+<meta property="og:title" content="Le point du jour — QC Élection Forecast">
	21	+<meta property="og:description" content="Le forecast du jour de l'élection québécoise 2026 : probabilités datées, ce qui a changé depuis hier, attention web, nouveaux signaux.">
	22	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	23	+<meta property="og:image:width" content="1200">
	24	+<meta property="og:image:height" content="630">
	25	+<meta property="og:locale" content="fr_CA">
	26	+<meta name="twitter:card" content="summary_large_image">
	27	+<meta name="twitter:title" content="Le point du jour — QC Élection Forecast">
	28	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	29	+<meta name="theme-color" content="#0a0d14">
15	30	<link rel="stylesheet" href="/assets/style.css">
16	31	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
17	32	<style>

modified frontend/backtest.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Backtesting & calibration — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Backtesting & calibration — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Backtesting & calibration — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
16	31	</head>

modified frontend/carte.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Carte électorale — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Carte électorale — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Carte électorale — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
16	31	</head>

modified frontend/circonscriptions.html +61 −0

		`@@ -12,6 +12,21 @@`
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Forecast par circonscription — QC Élection Forecast</title>
14	14	<meta name="description" content="Le forecast des 127 circonscriptions du Québec : probabilités de victoire, circonscriptions pivots de la majorité, champs de bataille.">
	15	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	16	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	17	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	18	+<meta property="og:site_name" content="QC Élection Forecast">
	19	+<meta property="og:type" content="website">
	20	+<meta property="og:title" content="Forecast par circonscription — QC Élection Forecast">
	21	+<meta property="og:description" content="Le forecast des 127 circonscriptions du Québec : probabilités de victoire, circonscriptions pivots de la majorité, champs de bataille.">
	22	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	23	+<meta property="og:image:width" content="1200">
	24	+<meta property="og:image:height" content="630">
	25	+<meta property="og:locale" content="fr_CA">
	26	+<meta name="twitter:card" content="summary_large_image">
	27	+<meta name="twitter:title" content="Forecast par circonscription — QC Élection Forecast">
	28	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	29	+<meta name="theme-color" content="#0a0d14">
15	30	<link rel="stylesheet" href="/assets/style.css">
16	31	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
17	32	<style>
		`@@ -236,8 +251,34 @@`
236	251	</tr>`).join("")}
237	252	</table>
238	253	<p class="note">${det.baseline_source \|\| ""} · participation 2022 : ${det.turnout_2022 != null ? det.turnout_2022.toFixed(0) + " %" : "—"}</p>
	254	+ ${(() => {
	255	+ if (ordD.length < 2) return "";
	256	+ const [p1, p2] = ordD;
	257	+ const margin = exp[p1] - exp[p2];
	258	+ const swing = margin / 2;
	259	+ const wp1 = ((f.win_probs \|\| {})[p1] \|\| 0) * 100;
	260	+ // sensibilité : IC 95 % du meneur — plus il est large vs la marge,
	261	+ // plus le siège est instable
	262	+ const width = f.hi95 && f.lo95 ? f.hi95[p1] - f.lo95[p1] : null;
	263	+ const instab = width ? Math.min(3, width / Math.max(margin, 0.1)) : null;
	264	+ return `<h3 style="margin-top:14px">Sensibilité au swing</h3>
	265	+ <div class="kv"><span>Marge attendue</span>
	266	+ <b><span class="dot" style="background:${partyColor(p1)}"></span>${p1}
	267	+ +${margin.toFixed(1)} pp sur ${p2}</b></div>
	268	+ <div class="kv"><span>Chemin de bascule minimal</span>
	269	+ <b>swing d'environ ${Math.max(0.1, swing).toFixed(1)} pp vers
	270	+ <span class="dot" style="background:${partyColor(p2)}"></span>${p2}</b></div>
	271	+ <div class="kv"><span>Stabilité</span>
	272	+ <b>${wp1 >= 95 ? "verrouillée" : wp1 >= 80 ? "solide" : wp1 >= 60 ? "favorisée"
	273	+ : "réellement disputée"} — P(${p1}) ${wp1.toFixed(0)} %${
	274	+ instab != null ? ` · IC ${width.toFixed(0)} pp vs marge ${margin.toFixed(1)} pp` : ""}</b></div>
	275	+ <p class="note">Le « chemin de bascule » suppose un transfert direct entre les deux
	276	+ meneurs; un mouvement national se propage ici en swing proportionnel (log-ratio),
	277	+ donc l'ampleur réelle requise varie selon la structure locale.</p>`;
	278	+ })()}
239	279	</div>
240	280	<div>
	281	+ <div id="demo-${cssId(name)}"></div>
241	282	<h3>Candidatures (DGEQ)</h3>
242	283	${det.candidates && det.candidates.length ? `<table class="data">
243	284	<tr><th>Candidat·e</th><th>Parti</th><th></th></tr>
		`@@ -248,7 +289,27 @@`
248	289	</div>
249	290	</div></td>`;
250	291	tr.after(row);
	292	+ /* démographie officielle (Recensement 2021, limites 2026) — best-effort */
	293	+ try {
	294	+ const dg = await getJSON(`${API}/demographics/${encodeURIComponent(name)}`);
	295	+ const kv = (l, v, u = " %") => v != null
	296	+ ? `<div class="kv"><span>${l}</span><b>${typeof v === "number" ? v.toLocaleString("fr-CA") : v}${u}</b></div>` : "";
	297	+ document.getElementById(`demo-${cssId(name)}`).innerHTML = `
	298	+ <h3>Démographie <span class="chip badge-aux">Recensement 2021 · limites 2026</span></h3>
	299	+ ${kv("Population", dg.population, "")}
	300	+ ${kv("65 ans et plus", dg.pct_60_plus)}
	301	+ ${kv("Français à la maison", dg.pct_francais)}
	302	+ ${kv("Universitaire (bacc+)", dg.pct_universitaire)}
	303	+ ${kv("Locataires", dg.pct_locataires)}
	304	+ ${kv("Immigrant·e·s", dg.pct_immigrants)}
	305	+ ${kv("Ménages 100 k$ +", dg.pct_revenu_100k_plus)}
	306	+ ${dg.similar && dg.similar.length ? `<div class="kv"><span>Semblables</span>
	307	+ <b style="font-weight:500">${dg.similar.slice(0, 4).map(s => s.district).join(" · ")}</b></div>` : ""}
	308	+ <p class="note"><a href="${dg.source_url}" target="_blank" rel="noopener">${dg.source}</a></p>
	309	+ <div style="height:14px"></div>`;
	310	+ } catch (e) { /* démographie absente : la fiche reste complète */ }
251	311	}
	312	+ function cssId(s) { return s.replace(/[^a-zA-Z0-9]/g, "_"); }
252	313
253	314	["search", "f-region", "f-cat", "f-sort"].forEach(id =>
254	315	document.getElementById(id).addEventListener(id === "search" ? "input" : "change", render));

modified frontend/index.html +15 −0

		`@@ -12,6 +12,21 @@`
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>QC Élection Forecast — Prévision de l'élection québécoise 2026</title>
14	14	<meta name="description" content="Prévision probabiliste de l'élection générale québécoise 2026 : modèle bayésien, simulations Monte Carlo, sondages pondérés.">
	15	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	16	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	17	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	18	+<meta property="og:site_name" content="QC Élection Forecast">
	19	+<meta property="og:type" content="website">
	20	+<meta property="og:title" content="QC Élection Forecast — Prévision de l'élection québécoise 2026">
	21	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise 2026 : modèle bayésien, simulations Monte Carlo, sondages pondérés.">
	22	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	23	+<meta property="og:image:width" content="1200">
	24	+<meta property="og:image:height" content="630">
	25	+<meta property="og:locale" content="fr_CA">
	26	+<meta name="twitter:card" content="summary_large_image">
	27	+<meta name="twitter:title" content="QC Élection Forecast — Prévision de l'élection québécoise 2026">
	28	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	29	+<meta name="theme-color" content="#0a0d14">
15	30	<link rel="stylesheet" href="/assets/style.css">
16	31	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
17	32	</head>

modified frontend/intelligence.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Intelligence électorale — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Intelligence électorale — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Intelligence électorale — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
16	31	</head>

modified frontend/methodologie.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Méthodologie — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Méthodologie — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Méthodologie — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	</head>
16	31	<body>

modified frontend/signaux.html +15 −0

		`@@ -12,6 +12,21 @@`
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Au-delà des sondages — QC Élection Forecast</title>
14	14	<meta name="description" content="Décomposition du forecast v2 : sondages, votes réels des partielles, prior de fondamentaux, ajustement médias et ensemble avec les marchés prédictifs.">
	15	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	16	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	17	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	18	+<meta property="og:site_name" content="QC Élection Forecast">
	19	+<meta property="og:type" content="website">
	20	+<meta property="og:title" content="Au-delà des sondages — QC Élection Forecast">
	21	+<meta property="og:description" content="Décomposition du forecast v2 : sondages, votes réels des partielles, prior de fondamentaux, ajustement médias et ensemble avec les marchés prédictifs.">
	22	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	23	+<meta property="og:image:width" content="1200">
	24	+<meta property="og:image:height" content="630">
	25	+<meta property="og:locale" content="fr_CA">
	26	+<meta name="twitter:card" content="summary_large_image">
	27	+<meta name="twitter:title" content="Au-delà des sondages — QC Élection Forecast">
	28	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	29	+<meta name="theme-color" content="#0a0d14">
15	30	<link rel="stylesheet" href="/assets/style.css">
16	31	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
17	32	<style>

modified frontend/simulateur.html +93 −12

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Simulateur de scénarios — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Simulateur de scénarios — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Simulateur de scénarios — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	<script src="https://cdn.jsdelivr.net/npm/echarts@5.5.0/dist/echarts.min.js"></script>
16	31	</head>
		`@@ -19,7 +34,8 @@`
19	34	<div class="wrap">
20	35	<div class="hero">
21	36	<h1>Simulateur « et si… »</h1>
22		− <p class="sub">Modifiez le vote national, un choc régional ou la participation — le moteur relance des milliers de simulations complètes.</p>
	37	+ <p class="sub">Modifiez le vote national, un choc régional ou la participation — le moteur relance des milliers de simulations complètes. Chaque scénario est <b>partageable par URL</b>.</p>
	38	+ <p class="disclaimer">Un scénario est un résultat <b>conditionnel</b> (« si cette hypothèse était vraie ») — ce n'est jamais le forecast officiel, qui reste celui de l'<a href="/">accueil</a>.</p>
23	39	</div>
24	40
25	41	<div class="grid" style="grid-template-columns: 380px 1fr">
		`@@ -46,9 +62,10 @@`
46	62	<h3>Scénarios préconfigurés</h3>
47	63	<div style="display:flex;flex-wrap:wrap;gap:8px;margin-top:8px" id="presets"></div>
48	64	</div>
49		− <div style="display:flex;gap:10px;margin-top:14px">
	65	+ <div style="display:flex;gap:10px;margin-top:14px;flex-wrap:wrap">
50	66	<button class="primary" id="run">Recalculer</button>
51	67	<button id="reset">Réinitialiser</button>
	68	+ <button id="share" title="Copier un lien qui rejoue exactement ce scénario">Copier le lien du scénario</button>
52	69	<span id="status" style="color:var(--muted);font-size:.82rem;align-self:center"></span>
53	70	</div>
54	71	</div>
		`@@ -171,19 +188,73 @@`
171	188	return sc;
172	189	}
173	190
	191	+ /* ---- scénarios partageables par URL (?s=base64url) ---- */
	192	+ let extraState = {}; // champs sans contrôle direct (poll_error_pp, régions multiples)
	193	+ const b64e = o => btoa(unescape(encodeURIComponent(JSON.stringify(o))))
	194	+ .replace(/\+/g, "-").replace(/\//g, "_").replace(/=+$/, "");
	195	+ const b64d = s => JSON.parse(decodeURIComponent(escape(
	196	+ atob(s.replace(/-/g, "+").replace(/_/g, "/")))));
	197	+
	198	+ function fullScenario() {
	199	+ const sc = currentScenario();
	200	+ if (extraState.poll_error_pp) sc.poll_error_pp =
	201	+ { ...extraState.poll_error_pp, ...sc.poll_error_pp };
	202	+ if (extraState.regional_pp) sc.regional_pp =
	203	+ { ...extraState.regional_pp, ...sc.regional_pp };
	204	+ return sc;
	205	+ }
	206	+ function syncURL() {
	207	+ const sc = fullScenario();
	208	+ const empty = !Object.values(sc).some(v => Object.keys(v).length);
	209	+ const url = empty ? location.pathname : `${location.pathname}?s=${b64e(sc)}`;
	210	+ history.replaceState(null, "", url);
	211	+ }
	212	+ function applyScenario(sc) {
	213	+ order.forEach(p => {
	214	+ const n = (sc.national_pp \|\| {})[p] \|\| 0;
	215	+ document.getElementById(`nat-${p}`).value = n;
	216	+ document.getElementById(`natv-${p}`).textContent =
	217	+ (n >= 0 ? "+" : "−") + Math.abs(n).toFixed(1);
	218	+ const t = (sc.turnout_mult \|\| {})[p] \|\| 1;
	219	+ document.getElementById(`to-${p}`).value = t;
	220	+ document.getElementById(`tov-${p}`).textContent = t.toFixed(2).replace(".", ",");
	221	+ });
	222	+ const regs = Object.entries(sc.regional_pp \|\| {});
	223	+ if (regs.length) {
	224	+ const [reg, pp] = regs[0];
	225	+ const [party, val] = Object.entries(pp)[0] \|\| [];
	226	+ if (party) {
	227	+ document.getElementById("reg-select").value = reg;
	228	+ document.getElementById("reg-party").value = party;
	229	+ document.getElementById("reg-pp").value = val;
	230	+ }
	231	+ }
	232	+ extraState = {
	233	+ poll_error_pp: sc.poll_error_pp && Object.keys(sc.poll_error_pp).length
	234	+ ? sc.poll_error_pp : undefined,
	235	+ regional_pp: regs.length > 1
	236	+ ? Object.fromEntries(regs.slice(1)) : undefined,
	237	+ };
	238	+ }
	239	+
174	240	let pending = false;
175	241	async function run(extra) {
176	242	if (pending) return;
177	243	pending = true;
178	244	document.getElementById("status").textContent = "simulation en cours…";
179	245	try {
180		− const body = { ...currentScenario(), ...(extra \|\| {}), n_sims: 8000 };
	246	+ if (extra) applyScenario({ ...fullScenario(), ...extra });
	247	+ const body = { ...fullScenario(), n_sims: 8000 };
	248	+ syncURL();
181	249	const sim = await getJSON(`${API}/whatif`, {
182	250	method: "POST", headers: { "Content-Type": "application/json" },
183	251	body: JSON.stringify(body) });
184	252	renderResult(sim);
	253	+ const hasShock = Object.values(body).some(v => v && typeof v === "object"
	254	+ && Object.keys(v).length);
185	255	document.getElementById("status").textContent =
186		− `${sim.n_sims.toLocaleString("fr-CA")} simulations`;
	256	+ `${sim.n_sims.toLocaleString("fr-CA")} simulations` +
	257	+ (hasShock ? " · scénario conditionnel" : " · référence");
187	258	} catch (e) {
188	259	document.getElementById("status").textContent = "erreur : " + e.message;
189	260	} finally { pending = false; }
		`@@ -191,19 +262,29 @@`
191	262
192	263	document.getElementById("run").onclick = () => run();
193	264	document.getElementById("reset").onclick = () => {
194		− order.forEach(p => {
195		− document.getElementById(`nat-${p}`).value = 0;
196		− document.getElementById(`natv-${p}`).textContent = "+0,0";
197		− document.getElementById(`to-${p}`).value = 1;
198		− document.getElementById(`tov-${p}`).textContent = "1,00";
199		− });
	265	+ extraState = {};
	266	+ applyScenario({});
200	267	document.getElementById("reg-pp").value = 0;
201	268	run();
202	269	};
	270	+ document.getElementById("share").onclick = async () => {
	271	+ syncURL();
	272	+ try {
	273	+ await navigator.clipboard.writeText(location.href);
	274	+ document.getElementById("status").textContent = "lien du scénario copié ✓";
	275	+ } catch (e) {
	276	+ document.getElementById("status").textContent = location.href;
	277	+ }
	278	+ };
203	279	document.querySelectorAll("#presets button").forEach(b =>
204		− b.onclick = () => run(PRESETS[b.dataset.k]));
	280	+ b.onclick = () => { extraState = {}; run(PRESETS[b.dataset.k]); });
205	281
206		− run(); // scénario neutre = référence
	282	+ /* scénario porté par l'URL au chargement */
	283	+ const sp = new URLSearchParams(location.search).get("s");
	284	+ if (sp) {
	285	+ try { applyScenario(b64d(sp)); } catch (e) { /* lien invalide → référence */ }
	286	+ }
	287	+ run();
207	288	})();
208	289	</script>
209	290	</body>

modified frontend/sondages.html +15 −0

		`@@ -11,6 +11,21 @@`
11	11	<meta charset="utf-8">
12	12	<meta name="viewport" content="width=device-width, initial-scale=1">
13	13	<title>Explorateur de sondages — QC Élection Forecast</title>
	14	+<link rel="icon" type="image/svg+xml" href="/assets/img/favicon.svg">
	15	+<link rel="icon" type="image/png" sizes="64x64" href="/assets/img/favicon-64.png">
	16	+<link rel="apple-touch-icon" href="/assets/img/apple-touch-icon.png">
	17	+<meta property="og:site_name" content="QC Élection Forecast">
	18	+<meta property="og:type" content="website">
	19	+<meta property="og:title" content="Explorateur de sondages — QC Élection Forecast">
	20	+<meta property="og:description" content="Prévision probabiliste de l'élection générale québécoise du 5 octobre 2026 : 127 circonscriptions, modèle bayésien calibré, sources traçables.">
	21	+<meta property="og:image" content="https://www.qc-election.com/assets/img/og.png">
	22	+<meta property="og:image:width" content="1200">
	23	+<meta property="og:image:height" content="630">
	24	+<meta property="og:locale" content="fr_CA">
	25	+<meta name="twitter:card" content="summary_large_image">
	26	+<meta name="twitter:title" content="Explorateur de sondages — QC Élection Forecast">
	27	+<meta name="twitter:image" content="https://www.qc-election.com/assets/img/og.png">
	28	+<meta name="theme-color" content="#0a0d14">
14	29	<link rel="stylesheet" href="/assets/style.css">
15	30	</head>
16	31	<body>
17	32