feat: initial commit

Simon-Pierre Boucher committed 1 mo ago (Aug 17, 2026)

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	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: .env.example
	4	+# Desc: Variables d'environnement (copier vers .env — JAMAIS commité, §16)
	5	+# ==============================================================================
	6	+# Scrapfly — profils Instagram/TikTok (palier 4, à minimiser §10)
	7	+SCRAPFLY_KEY=
	8	+# Firecrawl — repli pages link-in-bio / listes publiques
	9	+FIRECRAWL_API_KEY=
	10	+# API officielles (privilégiées §10)
	11	+YOUTUBE_API_KEY=
	12	+TWITCH_CLIENT_ID=
	13	+TWITCH_CLIENT_SECRET=

added .gitignore +12 −0

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	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: .gitignore
	4	+# Desc: Exclusions git — secrets, base de données, caches
	5	+# ==============================================================================
	6	+.env
	7	+__pycache__/
	8	+*.pyc
	9	+data/creaka.db*
	10	+data/optout_requests.jsonl
	11	+.pytest_cache/
	12	+.venv/

added CLAUDE.md +519 −0

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	1	+<!--
	2	+================================================================================
	3	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	4	+ File: CLAUDE.md
	5	+ Project: Créa·Ka — Agrégateur des créateurs de contenu & influenceurs québécois
	6	+================================================================================
	7	+-->
	8	+
	9	+# CLAUDE.md — Créa·Ka
	10	+
	11	+> **Agrégateur exhaustif des créateurs de contenu et influenceurs québécois,
	12	+> avec liens vers TOUTES leurs plateformes.**
	13	+> Chaque créateur, tous ses comptes (Instagram, TikTok, YouTube, Twitch, X,
	14	+> Facebook, Snapchat, Kick, Substack, Patreon…), regroupés, cherchables et
	15	+> découvrables par niche, région, langue et taille d'audience.
	16	+
	17	+Ce fichier est la source de vérité pour tout agent Claude (ou humain) qui travaille
	18	+sur ce dépôt. Lis-le en entier avant d'écrire une seule ligne de code.
	19	+
	20	+---
	21	+
	22	+## 0. À LIRE EN PREMIER — Règles non négociables
	23	+
	24	+1. En-tête d'auteur obligatoire. Chaque fichier du dépôt (code, config,
	25	+ doc, script) doit commencer par un en-tête mentionnant l'auteur :
	26	+ `Simon-Pierre Boucher <contact@spboucher.ai>`. Voir la section 17 pour le
	27	+ format exact. Aucun fichier ne doit être commité sans cet en-tête.
	28	+
	29	+2. Inspire-toi du dépôt Lou·Ka. Avant de concevoir ou d'écrire **le moindre
	30	+ connecteur, va lire le dépôt de Lou·Ka** (le site jumeau, agrégateur de
	31	+ logements). Ses connecteurs sont le patron de référence : structure des modules,
	32	+ extraction (Firecrawl / Scrapfly), normalisation, déduplication, gestion des
	33	+ mises à jour, planification. Ne réinvente rien : reprends les mêmes
	34	+ conventions, la même architecture, les mêmes utilitaires partagés. Créa·Ka doit
	35	+ être cohérent avec l'écosystème `·Ka`. Voir section 3.
	36	+
	37	+3. Travail de moine. L'agrégation est minutieuse, créateur par créateur,
	38	+ plateforme par plateforme, sans rien précipiter. Un mauvais rattachement de
	39	+ compte (attribuer à un créateur un profil qui n'est pas le sien) est une faute
	40	+ grave. Mieux vaut un lien vérifié de moins qu'un lien erroné.
	41	+
	42	+4. Vérifie l'existant avant d'ajouter. Avant d'intégrer un créateur ou une
	43	+ source, confirme qu'il/elle n'est pas déjà couvert(e) (index créateurs,
	44	+ registre des sources — sections 9 et 12). Un créateur = une fiche canonique,
	45	+ quelles que soient les plateformes et sources qui l'alimentent.
	46	+
	47	+5. Chaque plateforme a son connecteur sur mesure, mais les sources qui
	48	+ partagent une même mécanique (API d'une plateforme, agrégateurs de liens type
	49	+ Linktree) sont couvertes par un connecteur générique templatisé réutilisable.
	50	+ Voir section 8.
	51	+
	52	+6. VIE PRIVÉE & ÉTHIQUE — règle sacrée. Créa·Ka n'agrège **que des profils
	53	+ publics et professionnels** de créateurs qui se présentent publiquement comme
	54	+ tels. Jamais de données privées, de coordonnées personnelles non publiées,
	55	+ ni de compilation intrusive. Mécanisme d'opt-out obligatoire. Prudence
	56	+ extrême avec les créateurs mineurs. Voir section 15 — cette section prime
	57	+ sur toute autre considération de complétude ou de volume.
	58	+
	59	+---
	60	+
	61	+## 1. Mission
	62	+
	63	+Rendre visible, en un seul endroit, **l'ensemble des créateurs de contenu et
	64	+influenceurs québécois, avec un lien direct vers chacune de leurs plateformes**,
	65	+et permettre de les découvrir par niche, région, langue et taille d'audience.
	66	+
	67	+En clair : un croisement entre un annuaire (recherche et découverte) et un
	68	+« Linktree collectif » (tous les comptes d'un créateur au même endroit),
	69	+centré sur le Québec.
	70	+
	71	+### Ce qui nous distingue
	72	+
	73	+Les bases d'influenceurs existantes (Heepsy, Upfluence, HypeAuditor) sont
	74	+payantes, généralistes et anglophones, pensées pour les marques. Les « tops
	75	+influenceurs » des médias québécois sont ponctuels et non exhaustifs. Personne
	76	+n'offre un annuaire public, québécois, exhaustif et cross-plateforme. C'est le
	77	+créneau de Créa·Ka.
	78	+
	79	+---
	80	+
	81	+## 2. Périmètre — TOUS les créateurs québécois
	82	+
	83	+Périmètre maximaliste. Si la personne crée du contenu publiquement et a une audience
	84	+au Québec, elle a sa place :
	85	+
	86	+- Influenceurs (Instagram, TikTok, Snapchat) : mode, beauté, lifestyle, famille.
	87	+- YouTubeurs : vlog, humour, gaming, tech, éducation, cuisine.
	88	+- Streamers : Twitch, Kick, YouTube Live (gaming, IRL, just chatting).
	89	+- Créateurs TikTok toutes niches.
	90	+- Podcasteurs et créateurs audio.
	91	+- Créateurs écrits : Substack, blogues, infolettres.
	92	+- Créateurs sur abonnement : Patreon (contenu grand public/professionnel).
	93	+- Créateurs de niche : sport, plein air, finance, humour, musique, arts,
	94	+ cuisine, parentalité, tech, jeux vidéo, etc.
	95	+- Micro et nano-créateurs locaux (souvent ignorés des bases existantes).
	96	+
	97	+> Règle d'or : en cas de doute sur l'inclusion, on inclut et on catégorise —
	98	+> sauf si la règle de vie privée/éthique (section 15) s'y oppose.
	99	+
	100	+---
	101	+
	102	+## 3. Dépôts de référence — étudier Lou·Ka AVANT de coder
	103	+
	104	+Créa·Ka fait partie de la famille `·Ka`. **Le dépôt de Lou·Ka est la référence
	105	+canonique pour l'architecture des connecteurs.** Avant tout développement :
	106	+
	107	+1. Ouvrir le dépôt de Lou·Ka et localiser le dossier des connecteurs
	108	+ (typiquement `connectors/`, `scrapers/` ou `sources/`).
	109	+2. Lire 2 ou 3 connecteurs complets pour comprendre : structure d'un module,
	110	+ extraction (Firecrawl / Scrapfly, endpoints JSON), normalisation, déduplication,
	111	+ mises à jour, planification (cadence, retries, backoff), erreurs, logging.
	112	+3. Réutiliser les utilitaires partagés de Lou·Ka (clients Firecrawl/Scrapfly,
	113	+ helpers de normalisation, déduplication, géocodage) plutôt que d'en réécrire.
	114	+4. Calquer conventions de nommage, structure des dossiers et style de code.
	115	+
	116	+> Adaptation propre à Créa·Ka : là où Lou·Ka normalise une annonce, Créa·Ka
	117	+> normalise un créateur + N comptes de plateformes rattachés. Le défi central
	118	+> n'est pas le volume par source mais la résolution d'identité : rattacher les
	119	+> bons comptes à la bonne personne (section 12).
	120	+
	121	+> Si tu ne trouves pas le dépôt Lou·Ka ou l'accès aux connecteurs, **arrête-toi et
	122	+> demande** plutôt que d'inventer une architecture divergente.
	123	+
	124	+Écosystème complet, pour contexte :
	125	+
	126	+\| Site \| Domaine \| Agrège \|
	127	+\|--------------\|------------------\|----------------------------------------------\|
	128	+\| Lou·Ka \| lou-ka.com \| Logements à louer \|
	129	+\| Immo·Ka \| immo-ka.com \| Propriétés à vendre \|
	130	+\| Auto·Ka \| auto-ka.com \| Véhicules usagés \|
	131	+\| Food·Ka \| food-ka.com \| Prix d'épicerie & circulaires \|
	132	+\| Fabri·Ka \| fabri-ka.com \| Produits québécois \|
	133	+\| Sorti·Ka \| sorti-ka.com \| Sorties & événements \|
	134	+\| Resto·Ka \| resto-ka.com \| Restaurants, menus & prix \|
	135	+\| Créa·Ka \| crea-ka.com \| Créateurs & influenceurs (ce dépôt) \|
	136	+
	137	+---
	138	+
	139	+## 4. Architecture
	140	+
	141	+Pipeline `·Ka`, adapté aux créateurs (l'étape clé en plus : résolution d'identité) :
	142	+
	143	+```
	144	+ ┌────────────┐ ┌────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────┐ ┌────────┐
	145	+ │ DÉCOUVERTE │──▶│ EXTRACTION │──▶│ RÉSOLUTION │──▶│ NORMALISATION│──▶│ DÉDUP. │──▶│STOCKAGE│
	146	+ │ (trouver │ │ FC/Scrapfly│ │ D'IDENTITÉ │ │ (schéma │ │ (créateur│ │ (DB) │
	147	+ │ créateurs)│ │ + APIs │ │ (lier comptes)│ │ commun) │ │ unique) │ │ │
	148	+ └────────────┘ └────────────┘ └──────────────┘ └──────────────┘ └──────────┘ └───┬────┘
	149	+ │
	150	+ ┌──────────▼──────────┐
	151	+ │ API / RECHERCHE / UI │
	152	+ │ (annuaire + liens) │
	153	+ └─────────────────────┘
	154	+```
	155	+
	156	+- Découverte : trouver les créateurs québécois (hashtags, géo, listes, agences).
	157	+- Extraction : enrichir chaque profil (bio, abonnés, liens) via API ou scraping.
	158	+- Résolution d'identité : rattacher tous les comptes d'une même personne
	159	+ (souvent via sa page de liens type Linktree).
	160	+- Normalisation / Déduplication / Stockage : une fiche créateur canonique.
	161	+- API / UI : recherche et découverte par niche, région, langue, taille.
	162	+
	163	+---
	164	+
	165	+## 5. Modèle de données — schéma Créateur + Plateformes
	166	+
	167	+```jsonc
	168	+{
	169	+ "id": "string", // * id interne canonique
	170	+ "source_ids": ["linktree:handle"], // * id(s) d'origine par source
	171	+ "display_name": "string", // * nom public / nom de scène
	172	+ "legal_name": "string\|null", // seulement si rendu public par le créateur
	173	+ "bio": "string", // bio publique agrégée / résumée
	174	+ "niches": ["humour", "gaming"], // * taxonomie (section 6)
	175	+ "creator_type": "streamer", // influenceur\|youtubeur\|streamer\|podcasteur\|...
	176	+ "region": "string", // une des 17 régions si connu (section 7)
	177	+ "city": "string\|null",
	178	+ "languages": ["fr"], // fr \| en \| bilingue
	179	+ "primary_platform": "youtube", // * plateforme principale
	180	+ "platforms": [ // * TOUS les comptes rattachés
	181	+ {
	182	+ "platform": "youtube", // * (section 6.2)
	183	+ "handle": "@nom", // *
	184	+ "url": "https://youtube.com/@nom",// *
	185	+ "followers": 125000, // abonnés (peut être null)
	186	+ "verified": true,
	187	+ "confidence": 0.98, // * confiance du rattachement (section 12)
	188	+ "last_checked": "ISO-8601" // *
	189	+ }
	190	+ ],
	191	+ "link_in_bio_url": "https://linktr.ee/nom", // page de liens source, si trouvée
	192	+ "total_reach": 350000, // somme dédupliquée des audiences (indicatif)
	193	+ "audience_tier": "macro", // section 6.3
	194	+ "business_contact": "string\|null", // courriel pro SEULEMENT si public (section 15)
	195	+ "agency": "string\|null", // agence / management si public
	196	+ "is_minor": false, // * drapeau si le créateur est mineur (§15)
	197	+ "status": "active", // active \| inactive \| opted_out
	198	+ "first_seen": "ISO-8601", // *
	199	+ "last_seen": "ISO-8601", // *
	200	+ "updated_at": "ISO-8601" // *
	201	+}
	202	+```
	203	+
	204	+Règles :
	205	+- `platforms` est le cœur : tous les comptes publics, chacun avec son `url` et
	206	+ son `confidence` de rattachement.
	207	+- Ne jamais inscrire `legal_name`, `business_contact` ou toute coordonnée **non
	208	+ rendue publique** par le créateur lui-même (section 15).
	209	+- `is_minor` : si détecté, appliquer le régime restreint de la section 15.
	210	+
	211	+---
	212	+
	213	+## 6. Taxonomies
	214	+
	215	+### 6.1 Niches
	216	+`humour` · `mode` · `beaute` · `lifestyle` · `famille-parentalite` · `cuisine` ·
	217	+`gaming` · `tech` · `sport-fitness` · `plein-air` · `voyage` · `musique` · `arts` ·
	218	+`danse` · `education` · `finance-affaires` · `sante-mieux-etre` · `bouffe-resto` ·
	219	+`actualite-opinion` · `autre`
	220	+
	221	+### 6.2 Plateformes (`platform`)
	222	+`instagram` · `tiktok` · `youtube` · `twitch` · `kick` · `x` · `facebook` ·
	223	+`snapchat` · `substack` · `patreon` · `linkedin` · `threads` · `podcast` ·
	224	+`site-web` · `autre`
	225	+
	226	+### 6.3 Taille d'audience (`audience_tier`) — basée sur l'audience principale
	227	+- `nano` (< 10k) · `micro` (10k–100k) · `macro` (100k–1M) · `mega` (> 1M).
	228	+
	229	+### 6.4 Langue
	230	+`fr` · `en` · `bilingue`
	231	+
	232	+---
	233	+
	234	+## 7. Régions du Québec (quand connu)
	235	+
	236	+Bas-Saint-Laurent · Saguenay–Lac-Saint-Jean · Capitale-Nationale · Mauricie ·
	237	+Estrie · Montréal · Outaouais · Abitibi-Témiscamingue · Côte-Nord ·
	238	+Nord-du-Québec · Gaspésie–Îles-de-la-Madeleine · Chaudière-Appalaches · Laval ·
	239	+Lanaudière · Laurentides · Montérégie · Centre-du-Québec.
	240	+
	241	+La région est souvent inconnue ou non déclarée pour un créateur — c'est
	242	+acceptable (`region: null`). Ne jamais deviner ou inférer une localisation
	243	+précise à partir de données privées. Se limiter à ce que le créateur déclare
	244	+publiquement.
	245	+
	246	+---
	247	+
	248	+## 8. Philosophie des connecteurs
	249	+
	250	+- Deux familles de connecteurs :
	251	+ 1. Découverte — trouver de nouveaux créateurs québécois (hashtags, géo,
	252	+ listes médias, agences, palmarès).
	253	+ 2. Enrichissement — pour un handle donné, récupérer profil, abonnés, liens.
	254	+- Le levier nº 1 : les pages de liens (link-in-bio). Linktree, Beacons,
	255	+ Linkin.bio, etc. exposent d'un coup tous les comptes d'un créateur → c'est la
	256	+ source la plus efficace pour remplir `platforms`. Un connecteur générique
	257	+ « link-in-bio » (templatisé par service) est prioritaire.
	258	+- Connecteurs templatisés par plateforme pour l'enrichissement (un connecteur
	259	+ YouTube, un Twitch, etc.), à réutiliser pour tous les créateurs.
	260	+- Interface commune (à calquer sur Lou·Ka) : `fetch()` → `normalize()` → `emit()`.
	261	+ Idempotent, incrémental quand c'est possible.
	262	+- Robustesse : timeouts, retries + backoff, tolérance aux changements, alerte si
	263	+ un connecteur cesse de retourner des données (probable blocage).
	264	+
	265	+---
	266	+
	267	+## 9. Catalogue des sources à connecter (priorisé)
	268	+
	269	+> ⚠️ Vérifie l'index des créateurs et le registre des sources avant d'ajouter.
	270	+
	271	+### Palier 1 — Pages de liens (link-in-bio) : révèlent toutes les plateformes
	272	+- Linktree, Beacons, Linkin.bio (Later), Milkshake, Campsite,
	273	+ Snipfeed. Une seule page → tous les comptes du créateur. À templatiser.
	274	+
	275	+### Palier 2 — API officielles des plateformes (enrichissement fiable)
	276	+- YouTube Data API, Twitch API, X/Threads API (selon accès), TikTok
	277	+ et Instagram (via API officielles/Graph quand disponibles). Respecter quotas
	278	+ et CGU. À privilégier sur le scraping.
	279	+
	280	+### Palier 3 — Découverte de créateurs québécois
	281	+- Hashtags & mots-clés : #quebec, #mtl, #madeinquebec, #créateurquébécois, etc.
	282	+- Signaux de langue (français) et de lieu déclarés publiquement.
	283	+- Listes et palmarès médias (« influenceurs québécois »), articles de presse.
	284	+- Palmarès / galas du milieu (récompenses de création numérique).
	285	+- Agences de talents / management québécoises (rosters publics).
	286	+
	287	+### Palier 4 — Profils publics des plateformes (scraping encadré)
	288	+- Pages de profil publiques (bio, liens, abonnés) quand l'API ne suffit pas —
	289	+ Scrapfly requis, CGU à respecter, voir section 15.
	290	+
	291	+### Palier 5 — Créateurs sur abonnement / écrits
	292	+- Substack, Patreon (pages publiques : nom, thème, liens ; pas le
	293	+ contenu réservé ni les données d'abonnés).
	294	+
	295	+---
	296	+
	297	+## 10. Extraction — Firecrawl, Scrapfly & APIs
	298	+
	299	+- API officielle de la plateforme → toujours privilégié (YouTube, Twitch, etc.).
	300	+ Fiable, structuré, conforme.
	301	+- Parsing des pages link-in-bio (Firecrawl) → extraire la liste des liens/comptes.
	302	+- Firecrawl → pages publiques relativement ouvertes (agences, listes, blogues).
	303	+- Scrapfly → plateformes hostiles au scraping (Instagram, TikTok) : anti-bot,
	304	+ rendu JS, rotation d'IP. À minimiser et n'utiliser que faute d'API, dans le
	305	+ respect des CGU (section 15).
	306	+
	307	+Chaque connecteur documente en tête son mode d'accès (API / Firecrawl / Scrapfly)
	308	+et pourquoi. Réutiliser les clients partagés de Lou·Ka.
	309	+
	310	+---
	311	+
	312	+## 11. Normalisation
	313	+
	314	+- Nettoyer noms, bios, handles (emoji superflus, doublons, casse).
	315	+- Mapper vers le schéma Créateur + Plateformes (section 5).
	316	+- Classer niches, type de créateur, langue, taille d'audience.
	317	+- Normaliser chaque `url` de plateforme (forme canonique par plateforme).
	318	+- Rattacher une région uniquement si déclarée publiquement (sinon `null`).
	319	+- Renseigner `confidence` de chaque rattachement de compte (section 12).
	320	+- Conserver les `source_ids` préfixés (ex. `linktree:nom`, `youtube:UCxxxx`).
	321	+
	322	+---
	323	+
	324	+## 12. Résolution d'identité & déduplication — LE cœur du projet
	325	+
	326	+Le vrai défi n'est pas le volume, c'est de **rattacher les bons comptes à la bonne
	327	+personne et de ne pas fusionner deux personnes distinctes**.
	328	+
	329	+### 12.1 Rattachement des comptes (identity resolution)
	330	+Signaux, du plus fort au plus faible :
	331	+1. Page link-in-bio listant explicitement les comptes → rattachement fort.
	332	+2. Liens croisés : un profil qui pointe vers un autre (IG → TikTok en bio).
	333	+3. Handle identique + même nom d'affichage + même photo sur plusieurs plateformes.
	334	+4. Mentions réciproques / mêmes liens externes.
	335	+- Chaque rattachement reçoit un score `confidence`. En dessous d'un seuil, marquer
	336	+ « à vérifier » plutôt que de rattacher à tort.
	337	+
	338	+### 12.2 Déduplication des créateurs
	339	+- Clé : ensemble de comptes rattachés + nom d'affichage normalisé.
	340	+- Deux fiches qui partagent au moins un compte à `confidence` élevée → fusion.
	341	+- Homonymes : ne jamais fusionner sur le seul nom. Exiger un compte partagé.
	342	+- À la fusion : union des `platforms`, meilleure source par champ, on **ne perd
	343	+ aucun** lien vérifié.
	344	+
	345	+S'inspirer de la déduplication de Lou·Ka (entités multi-sources), en gardant à
	346	+l'esprit qu'ici une erreur de fusion mélange deux personnes réelles — donc
	347	+prudence maximale.
	348	+
	349	+---
	350	+
	351	+## 13. Fraîcheur & états
	352	+
	353	+- Abonnés / audience changent constamment → rafraîchir et horodater
	354	+ (`last_checked` par plateforme).
	355	+- Comptes disparus / renommés : marquer inactifs, conserver l'historique ; ne
	356	+ pas supprimer brutalement (politique de grâce via `last_seen`, comme Lou·Ka).
	357	+- Créateur inactif (plus de publication) → `status: inactive`.
	358	+- Opt-out : si un créateur demande le retrait → `status: opted_out`, fiche
	359	+ masquée et non ré-agrégée (voir section 15).
	360	+
	361	+---
	362	+
	363	+## 14. Cadence de rafraîchissement
	364	+
	365	+- Métriques d'audience des gros créateurs : hebdomadaire.
	366	+- Enrichissement standard : mensuel.
	367	+- Découverte de nouveaux créateurs : continu / hebdomadaire selon les sources.
	368	+- Toujours mettre à jour `last_checked` et `last_seen` à chaque passage réussi.
	369	+
	370	+---
	371	+
	372	+## 15. Vie privée, éthique & conformité — PRIME SUR TOUT
	373	+
	374	+> Créa·Ka agrège des personnes. Cette section a priorité absolue sur la
	375	+> complétude et le volume. En cas de doute, on n'inclut pas et on demande.
	376	+
	377	+- Uniquement du public et du professionnel. N'agréger que les profils publics de
	378	+ créateurs qui se présentent publiquement comme créateurs/influenceurs, et que
	379	+ les informations qu'ils rendent publiques (nom de scène, comptes, bio, liens,
	380	+ courriel pro affiché). Jamais d'adresse personnelle, de téléphone privé, de
	381	+ courriel personnel, ni de données déduites/privées.
	382	+- Pas de compilation intrusive. Ne pas croiser des sources pour reconstituer des
	383	+ informations qu'une personne n'a pas choisi de rendre publiques.
	384	+- Opt-out obligatoire et respecté. Fournir un mécanisme simple de retrait ;
	385	+ une fois `opted_out`, la fiche est masquée et exclue des ré-agrégations futures
	386	+ (liste de suppression persistante).
	387	+- Créateurs mineurs — prudence extrême. Si `is_minor` est détecté (ou probable),
	388	+ appliquer un régime restreint : pas de données de contact, pas de métriques
	389	+ précises de localisation, et en cas de doute exclure. Ne jamais produire quoi
	390	+ que ce soit qui pourrait faciliter le ciblage ou l'identification d'un mineur.
	391	+- CGU & robots.txt de chaque plateforme respectés. Privilégier les **API
	392	+ officielles** ; minimiser le scraping ; rate-limiting raisonnable ; identification
	393	+ honnête. Les plateformes (Instagram, TikTok) sont restrictives : ne pas
	394	+ industrialiser un accès contraire à leurs conditions — demander en cas de doute.
	395	+- Attribution & exactitude. Lien vers la source ; ne republier que le nécessaire
	396	+ à la découverte ; corriger vite toute erreur de rattachement (une fausse
	397	+ association est un préjudice réel pour la personne).
	398	+- Loi 25 (protection des renseignements personnels au Québec). Concevoir en
	399	+ tenant compte des obligations applicables aux renseignements personnels ; documenter
	400	+ les finalités, permettre l'accès/rectification/retrait.
	401	+
	402	+---
	403	+
	404	+## 16. Conventions de code
	405	+
	406	+- Suivre les mêmes conventions que Lou·Ka (langage, dossiers, nommage, linting,
	407	+ formatage). Cohérence > préférences personnelles.
	408	+- Un connecteur = un module isolé, testable indépendamment.
	409	+- Secrets (clés API des plateformes, Firecrawl/Scrapfly) via variables
	410	+ d'environnement / gestionnaire de secrets. Jamais en clair.
	411	+- Logging structuré (source, nb de créateurs, nb de comptes rattachés, confiance
	412	+ moyenne, erreurs, durée).
	413	+- Commits atomiques, messages clairs.
	414	+
	415	+---
	416	+
	417	+## 17. En-tête d'auteur — OBLIGATOIRE dans chaque fichier
	418	+
	419	+Tout fichier du dépôt doit débuter par un en-tête d'auteur. L'auteur est
	420	+toujours Simon-Pierre Boucher \<contact@spboucher.ai\>.
	421	+
	422	+Python / Shell / YAML / TOML / Dockerfile :
	423	+```python
	424	+# ==============================================================================
	425	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	426	+# File: <nom_du_fichier>
	427	+# Desc: <brève description>
	428	+# ==============================================================================
	429	+```
	430	+
	431	+JavaScript / TypeScript / Go / Rust / Java / C :
	432	+```javascript
	433	+// ==============================================================================
	434	+// Author: Simon-Pierre Boucher <contact@spboucher.ai>
	435	+// File: <nom_du_fichier>
	436	+// Desc: <brève description>
	437	+// ==============================================================================
	438	+```
	439	+
	440	+Markdown / HTML / XML :
	441	+```html
	442	+<!--
	443	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	444	+ File: <nom_du_fichier>
	445	+ Desc: <brève description>
	446	+-->
	447	+```
	448	+
	449	+CSS / SCSS :
	450	+```css
	451	+/*
	452	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	453	+ File: <nom_du_fichier>
	454	+*/
	455	+```
	456	+
	457	+Règles :
	458	+- Aucun fichier commité sans cet en-tête.
	459	+- Pour un connecteur, indiquer dans `Desc:` la source/plateforme couverte, le
	460	+ mode d'accès (API / Firecrawl / Scrapfly / link-in-bio) et s'il fait de la
	461	+ découverte ou de l'enrichissement.
	462	+- Vérifier la présence de l'en-tête en revue de code (idéalement hook de pré-commit).
	463	+
	464	+---
	465	+
	466	+## 18. Tests & qualité
	467	+
	468	+- Chaque connecteur : tests unitaires de normalisation sur fixtures réelles
	469	+ (réponses API, pages link-in-bio, profils publics figés).
	470	+- Tests de résolution d'identité : cas connus de comptes multi-plateformes +
	471	+ cas-pièges d'homonymes à ne pas fusionner.
	472	+- Validation de schéma : toute fiche émise doit valider le schéma ; rejeter un
	473	+ compte sans `url`/`confidence`.
	474	+- Contrôle éthique automatisé : vérifier qu'aucune donnée privée n'entre en base
	475	+ et que les fiches `opted_out` restent exclues.
	476	+- Monitoring : alerte si une source cesse de retourner des données (blocage).
	477	+
	478	+---
	479	+
	480	+## 19. Checklist — ajouter un connecteur / créateur
	481	+
	482	+1. [ ] Lire les connecteurs de référence dans le dépôt Lou·Ka (section 3).
	483	+2. [ ] Vérifier que la source/le créateur n'est pas déjà couvert (index/registre).
	484	+3. [ ] Découverte ou enrichissement ? Identifier la plateforme/template réutilisable.
	485	+4. [ ] Choisir le mode d'accès : API officielle > link-in-bio > Firecrawl >
	486	+ Scrapfly (section 10), dans le respect des CGU.
	487	+5. [ ] Implémenter `fetch()` → `normalize()` → `emit()` (interface commune).
	488	+6. [ ] Mapper le schéma créateur + plateformes ; renseigner `confidence` par compte.
	489	+7. [ ] Brancher la résolution d'identité et la déduplication (section 12).
	490	+8. [ ] Appliquer les règles de vie privée/éthique (section 15) : public seulement,
	491	+ opt-out respecté, régime mineurs, pas de données privées.
	492	+9. [ ] Gérer fraîcheur, comptes disparus, inactifs, opt-out (section 13).
	493	+10. [ ] Ajouter l'en-tête d'auteur (section 17).
	494	+11. [ ] Écrire les tests + fixtures, dont identité et contrôle éthique (section 18).
	495	+12. [ ] Enregistrer la source dans le registre avec sa cadence.
	496	+13. [ ] Valider volume, confiance des rattachements et qualité sur un premier run.
	497	+
	498	+---
	499	+
	500	+## 20. Roadmap / MVP
	501	+
	502	+MVP : templatiser un connecteur link-in-bio (Linktree/Beacons) pour
	503	+remplir `platforms` d'un coup, + les API officielles YouTube et Twitch pour
	504	+l'enrichissement fiable. Découverte initiale via listes médias, agences et hashtags
	505	+québécois. Résolution d'identité de base (link-in-bio + liens croisés). UI d'annuaire
	506	+avec recherche/filtres par niche, région, langue, plateforme, taille d'audience,
	507	+et page créateur listant tous ses comptes.
	508	+
	509	+Ensuite : Instagram/TikTok (API officielles en priorité), Substack/Patreon,
	510	+métriques d'audience historisées, score de confiance affiné, opt-out en libre-service,
	511	+et cross-linking avec les autres sites `·Ka`.
	512	+
	513	+Nord stratégique : être l'annuaire public de référence des créateurs
	514	+québécois — exhaustif, cross-plateforme et respectueux de la vie privée — là où les
	515	+bases existantes sont payantes, généralistes et anglophones.
	516	+
	517	+---
	518	+
	519	+Fin de CLAUDE.md — Créa·Ka. Auteur : Simon-Pierre Boucher \<contact@spboucher.ai\>.

added README.md +135 −0

		`@@ -0,0 +1,135 @@`
	1	+<!--
	2	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+ File: README.md
	4	+ Desc: Créa-Ka — agrégateur des créateurs de contenu québécois
	5	+-->
	6	+<div align="center">
	7	+
	8	+# Créa·Ka
	9	+
	10	+Tous les créateurs québécois. Tous leurs liens.
	11	+
	12	+[![Créateurs](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fwww.crea-ka.com%2Fapi%2Fstats&query=%24.creators&label=cr%C3%A9ateurs&color=5b34a8&style=for-the-badge)](https://www.crea-ka.com)
	13	+[![Comptes reliés](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fwww.crea-ka.com%2Fapi%2Fstats&query=%24.accounts&label=comptes%20reli%C3%A9s&color=c9a3ff&style=for-the-badge)](https://www.crea-ka.com/stats)
	14	+[![Site](https://img.shields.io/website?url=https%3A%2F%2Fwww.crea-ka.com%2Fhealthz&label=crea-ka.com&style=for-the-badge)](https://www.crea-ka.com)
	15	+
	16	+[![python](https://img.shields.io/badge/python-3.14-3776ab)](https://www.python.org)
	17	+[![backend](https://img.shields.io/badge/backend-FastAPI%20%2B%20SQLite%20WAL-141814)](creaka/web.py)
	18	+[![frontend](https://img.shields.io/badge/frontend-SPA%20z%C3%A9ro%20build-c9a3ff)](frontend/src/index.template.html)
	19	+[![tests](https://img.shields.io/badge/tests-25%20pass-1c5c41)](tests/)
	20	+[![connecteurs](https://img.shields.io/badge/connecteurs-10-e8a33d)](creaka/connectors/)
	21	+[![host](https://img.shields.io/badge/host-M3U96b%20%C2%B7%20PM2%20%C2%B7%20ngrok-4f8cff)](https://www.crea-ka.com)
	22	+
	23	+Annuaire public, québécois, exhaustif et cross-plateforme des créateurs de
	24	+contenu — un croisement entre un annuaire cherchable et un « Linktree
	25	+collectif », membre de la famille Groupe KA.
	26	+
	27	+https://www.crea-ka.com
	28	+
	29	+</div>
	30	+
	31	+---
	32	+
	33	+## Captures
	34	+
	35	+\| Accueil (annuaire) \| Page créateur \|
	36	+\|---\|---\|
	37	+\| ![Accueil](docs/screenshots/accueil.png) \| ![Créateur](docs/screenshots/createur.png) \|
	38	+
	39	+\| Statistiques \| Mobile (tab bar Lou·Ka) \|
	40	+\|---\|---\|
	41	+\| ![Stats](docs/screenshots/stats.png) \| ![Mobile](docs/screenshots/mobile.png) \|
	42	+
	43	+## Ce que fait Créa·Ka
	44	+
	45	+Chaque créateur québécois a une fiche canonique qui regroupe **tous ses
	46	+comptes publics** — Instagram, TikTok, YouTube, Twitch, X, Facebook, Snapchat,
	47	+Kick, Substack, Patreon, OnlyFans, balado… — chacun avec son URL canonique,
	48	+ses métriques (abonnés, publications, j'aime, vues, épisodes) et son **score
	49	+de confiance de rattachement. L'annuaire se filtre par niche (20), région**
	50	+(17 régions administratives), langue, plateforme et taille d'audience
	51	+(nano/micro/macro/méga). Chaque créateur a sa page dédiée `/createur/{id}`.
	52	+
	53	+## Architecture (calquée sur Lou·Ka)
	54	+
	55	+```
	56	+DÉCOUVERTE → EXTRACTION → RÉSOLUTION D'IDENTITÉ → NORMALISATION → DÉDUP. → SQLite → API/UI
	57	+```
	58	+
	59	+\| Module \| Rôle \|
	60	+\|---\|---\|
	61	+\| `creaka/schema.py` \| fiche `Creator` + `PlatformAccount`, validation stricte (compte sans url/confidence = rejeté) \|
	62	+\| `creaka/identity.py` \| signaux de rattachement §12.1 : `profil_source` 0.98 · `link_in_bio` 0.95 · `cross_link` 0.90 · `listes_medias`/`base_publique` 0.85 · `handle_match` 0.75 \|
	63	+\| `creaka/dedup.py` \| fusion uniquement sur compte fort partagé — jamais sur le nom (homonymes) \|
	64	+\| `creaka/ethics.py` \| purge des données privées, opt-out persistant, régime restreint des mineurs \|
	65	+\| `creaka/db.py` \| SQLite WAL : fiches canoniques + index des comptes + journal des syncs \|
	66	+\| `creaka/web.py` \| API FastAPI + frontend statique \|
	67	+
	68	+### Connecteurs (registre auto-découvrant)
	69	+
	70	+\| Connecteur \| Famille \| Accès \| Signal \|
	71	+\|---\|---\|---\|---\|
	72	+\| `listes-medias` \| découverte \| dataset local (palmarès médias publics croisés, 376 profils) \| 0.85 \|
	73	+\| `wikidata-qc` \| découverte \| SPARQL Wikidata (nés/résidant au QC, handles curés) \| 0.85 \|
	74	+\| `onlyqueb` \| découverte \| sitemap + JSON-LD (annuaire public, liens auto-déclarés) \| 0.90 \|
	75	+\| `youtube-recherche` \| découverte \| recherche publique YouTube, ~120 requêtes × marqueur QC obligatoire \| 0.98 \|
	76	+\| `balados-itunes` \| découverte \| API officielle iTunes/Apple Podcasts \| 0.98 \|
	77	+\| `instagram-profil` \| enrichissement \| Scrapfly (profil public : abonnés, bio, liens de bio → cross-link) \| — \|
	78	+\| `tiktok-profil` \| enrichissement \| Scrapfly (JSON d'hydratation public) \| — \|
	79	+\| `youtube` \| enrichissement \| API officielle v3 si clé, sinon page publique \| — \|
	80	+\| `twitch` \| enrichissement \| API officielle Helix (sauté sans clés) \| — \|
	81	+\| `link-in-bio` \| enrichissement \| Linktree/Beacons/Bio.link… — le levier nº 1 : une page → tous les comptes \| 0.95 \|
	82	+
	83	+La couverture s'accumule à chaque passage (watch quotidien) : la découverte
	84	+trouve de nouveaux créateurs, l'enrichissement rafraîchit les métriques et
	85	+révèle les comptes croisés via les liens de bio et les pages link-in-bio.
	86	+
	87	+## API publique
	88	+
	89	+```
	90	+GET /api/creators?q&niche&region&langue&plateforme&tier&sort&limit&offset
	91	+GET /api/creators/{id} GET /api/stats GET /api/taxonomies
	92	+GET /api/sources POST /api/optout GET /healthz
	93	+```
	94	+
	95	+## Éthique — prime sur tout (CLAUDE.md §15)
	96	+
	97	+- Profils publics et professionnels seulement ; `ethics.scrub()` purge
	98	+ téléphones, adresses civiques et courriels personnels avant tout stockage.
	99	+- Opt-out immédiat et persistant (`/retrait`) : fiche masquée sur-le-champ,
	100	+ liste de suppression `data/optout.json`, jamais ré-agrégée.
	101	+- Mineurs : régime restreint automatique (année de naissance Wikidata) et
	102	+ exclusion de l'annuaire public.
	103	+- Score de confiance sur chaque rattachement ; sous 0.50 → « à vérifier »,
	104	+ jamais publié. Mieux vaut un lien de moins qu'un lien erroné.
	105	+- Loi 25 : finalités documentées, accès/rectification/retrait via `/retrait`.
	106	+
	107	+## Développement
	108	+
	109	+```bash
	110	+python3 -m venv .venv && .venv/bin/pip install -r requirements.txt
	111	+cp .env.example .env # SCRAPFLY_KEY, YOUTUBE_API_KEY…
	112	+python3 -m pytest tests/ -q # 25 tests (identité, homonymes, éthique…)
	113	+python3 run.py sync # découverte + enrichissement
	114	+python3 run.py serve 8160 # API + frontend
	115	+python3 scripts/build_frontend.py # regénère frontend/dist (icônes SVG injectées)
	116	+python3 run.py optout "instagram:handle" # retrait manuel
	117	+```
	118	+
	119	+## Déploiement
	120	+
	121	+Node M3U96b (`~/apps/crea-ka`) : PM2 `crea-ka-web` (:8160) +
	122	+`crea-ka-sync` (watch 24 h) + `crea-ka-ngrok` (www.crea-ka.com).
	123	+Redéploiement : `scripts/deploy-m3u96b.sh` · captures : `scripts/screenshots.sh`.
	124	+
	125	+---
	126	+
	127	+<div align="center">
	128	+
	129	+Groupe KA · [KA ID](https://www.groupe-ka.com) · [Lou-Ka](https://www.lou-ka.com) ·
	130	+[Immo-Ka](https://www.immo-ka.com) · [Auto-Ka](https://www.auto-ka.com) ·
	131	+[Food-Ka](https://www.food-ka.com) · [Fabri-Ka](https://www.fabri-ka.com)
	132	+
	133	+© Simon-Pierre Boucher — <contact@spboucher.ai>
	134	+
	135	+</div>

added creaka/__init__.py +13 −0

		`@@ -0,0 +1,13 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/__init__.py
	4	+# Desc: Paquet Créa-Ka — agrégateur des créateurs de contenu québécois
	5	+# (calqué sur l'architecture du dépôt Lou-Ka)
	6	+# ==============================================================================
	7	+"""Créa-Ka — annuaire public, québécois et cross-plateforme des créateurs.
	8	+
	9	+Pipeline : DÉCOUVERTE → EXTRACTION → RÉSOLUTION D'IDENTITÉ → NORMALISATION
	10	+→ DÉDUPLICATION → STOCKAGE → API/UI. Voir CLAUDE.md (source de vérité).
	11	+"""
	12	+
	13	+__version__ = "1.0.0"

added creaka/connectors/__init__.py +29 −0

		`@@ -0,0 +1,29 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/__init__.py
	4	+# Desc: Registre AUTO-DÉCOUVRANT des connecteurs (calqué sur Lou-Ka) —
	5	+# tout module contenant une sous-classe de BaseConnector avec un
	6	+# source_id non vide est enregistré automatiquement
	7	+# ==============================================================================
	8	+from __future__ import annotations
	9	+
	10	+import importlib
	11	+import pkgutil
	12	+import sys
	13	+
	14	+from .base import BaseConnector
	15	+
	16	+CONNECTORS: dict[str, type[BaseConnector]] = {}
	17	+
	18	+for _mod in pkgutil.iter_modules(__path__):
	19	+ if _mod.name in ("base", "__init__"):
	20	+ continue
	21	+ try:
	22	+ module = importlib.import_module(f"{__name__}.{_mod.name}")
	23	+ except Exception as exc: # un connecteur cassé ne bloque pas les autres
	24	+ print(f"[crea-ka] connecteur '{_mod.name}' ignoré : {exc}", file=sys.stderr)
	25	+ continue
	26	+ for obj in vars(module).values():
	27	+ if (isinstance(obj, type) and issubclass(obj, BaseConnector)
	28	+ and obj is not BaseConnector and getattr(obj, "source_id", "")):
	29	+ CONNECTORS[obj.source_id] = obj

added creaka/connectors/balados_itunes.py +115 −0

		`@@ -0,0 +1,115 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/balados_itunes.py
	4	+# Desc: Connecteur DÉCOUVERTE — balados québécois via l'API de recherche
	5	+# iTunes/Apple Podcasts (OFFICIELLE, gratuite, sans clé). Palier 2-3
	6	+# (§9). Filtre conservateur : marqueur québécois requis dans le nom du
	7	+# balado ou de l'artiste.
	8	+# ==============================================================================
	9	+"""Découverte des podcasteurs québécois via l'API iTunes Search.
	10	+
	11	+`itunes.apple.com/search?media=podcast` retourne pour chaque balado : nom,
	12	+artiste, pochette (artworkUrl600), genres, nb d'épisodes, flux RSS et page
	13	+Apple Podcasts. Le balado est le compte SOURCE de la fiche → profil_source.
	14	+"""
	15	+from __future__ import annotations
	16	+
	17	+from ..identity import account
	18	+from ..normalize import slugify
	19	+from ..schema import Creator
	20	+from .base import BaseConnector
	21	+from .youtube_recherche import is_quebec
	22	+
	23	+SEARCH_URL = "https://itunes.apple.com/search"
	24	+
	25	+QUERIES = [
	26	+ "québécois", "québécoise", "balado québec", "podcast québec", "montréal",
	27	+ "humour québécois", "balado montréal", "saguenay", "gatineau", "sherbrooke",
	28	+ "trois-rivières", "ville de québec balado", "balado gaspésie", "mauricie",
	29	+ "balado estrie", "rimouski", "abitibi", "lévis balado", "laval balado",
	30	+ "balado", "podcast montréal", "balado hockey", "canadiens de montréal",
	31	+ "histoire du québec", "crime québec", "balado finance québec",
	32	+ "balado maman québec", "balado couple québec", "balado santé québec",
	33	+ "balado sport québec", "balado politique québec", "balado culture québec",
	34	+ "balado musique québec", "balado cinéma québec", "balado jeux vidéo québec",
	35	+ "balado plein air québec", "balado immobilier québec", "balado entrepreneur québec",
	36	+ "outaouais", "lanaudière", "laurentides balado", "montérégie",
	37	+ "côte-nord balado", "charlevoix balado", "beauce balado",
	38	+ "drummondville", "victoriaville balado", "granby balado", "chicoutimi",
	39	+ # longue traîne : villes + créneaux (nano/micro podcasteurs locaux)
	40	+ "longueuil", "terrebonne balado", "repentigny balado", "saint-jérôme",
	41	+ "saint-hyacinthe", "shawinigan", "rouyn-noranda", "val-d'or",
	42	+ "sept-îles", "baie-comeau", "alma balado", "matane", "rivière-du-loup",
	43	+ "sorel-tracy", "magog balado", "joliette balado", "châteauguay",
	44	+ "balado chasse québec", "balado pêche québec", "balado agriculture québec",
	45	+ "balado construction québec", "balado véhicule québec", "balado techno québec",
	46	+ "balado ados québec", "balado église québec", "balado histoire vraie québec",
	47	+ "balado humour absurde québec", "balado société québec", "balado femmes québec",
	48	+ "balado papa québec", "balado éducation québec", "balado science québec",
	49	+ "balado littérature québec", "balado poésie québec", "balado bd québec",
	50	+ "balado jeux de société québec", "balado vin québec", "balado bière québec",
	51	+]
	52	+
	53	+_GENRE_NICHE = {
	54	+ "Comedy": "humour", "Food": "bouffe-resto", "Sports": "sport-fitness",
	55	+ "Music": "musique", "Business": "finance-affaires", "Investing": "finance-affaires",
	56	+ "Health & Fitness": "sante-mieux-etre", "Education": "education",
	57	+ "True Crime": "actualite-opinion", "News": "actualite-opinion",
	58	+ "Politics": "actualite-opinion", "Society & Culture": "actualite-opinion",
	59	+ "TV & Film": "actualite-opinion", "Leisure": "gaming",
	60	+ "Video Games": "gaming", "Technology": "tech", "Arts": "arts",
	61	+ "Parenting": "famille-parentalite", "Kids & Family": "famille-parentalite",
	62	+ "Fiction": "arts", "Religion & Spirituality": "sante-mieux-etre",
	63	+ "Science": "education", "History": "education", "Wilderness": "plein-air",
	64	+}
	65	+
	66	+
	67	+class BaladosItunesConnector(BaseConnector):
	68	+ source_id = "balados-itunes"
	69	+ kind = "discovery"
	70	+ request_delay = 1.5
	71	+
	72	+ def fetch(self) -> list[Creator]:
	73	+ creators: list[Creator] = []
	74	+ seen: set[int] = set()
	75	+ for query in QUERIES:
	76	+ try:
	77	+ resp = self.get(SEARCH_URL, params={
	78	+ "media": "podcast", "term": query, "country": "CA",
	79	+ "limit": 200})
	80	+ results = resp.json().get("results") or []
	81	+ except Exception:
	82	+ continue
	83	+ for r in results:
	84	+ cid = r.get("collectionId")
	85	+ name = (r.get("collectionName") or "").strip()
	86	+ artist = (r.get("artistName") or "").strip()
	87	+ if not cid or cid in seen or not name:
	88	+ continue
	89	+ # filtre conservateur : marqueur QC dans le nom du balado/artiste
	90	+ if not is_quebec(f"{name} {artist}"):
	91	+ continue
	92	+ seen.add(cid)
	93	+ url = r.get("collectionViewUrl") or r.get("feedUrl") or ""
	94	+ if not url:
	95	+ continue
	96	+ acc = account("podcast", str(cid), "profil_source", url=url)
	97	+ acc.metrics = {k: v for k, v in {
	98	+ "episodes": r.get("trackCount"),
	99	+ "genre": r.get("primaryGenreName"),
	100	+ }.items() if v}
	101	+ niche = _GENRE_NICHE.get(r.get("primaryGenreName") or "",
	102	+ "actualite-opinion")
	103	+ creators.append(Creator(
	104	+ source=self.source_id,
	105	+ external_id=str(cid),
	106	+ display_name=name,
	107	+ bio=f"Balado de {artist}." if artist and artist != name else "",
	108	+ niches=[niche],
	109	+ creator_type="podcasteur",
	110	+ avatar_url=r.get("artworkUrl600") or r.get("artworkUrl100"),
	111	+ platforms=[acc],
	112	+ notes="Référencé sur Apple Podcasts (API de recherche officielle).",
	113	+ source_ids=[f"{self.source_id}:{cid}"],
	114	+ ))
	115	+ return creators

added creaka/connectors/base.py +130 −0

		`@@ -0,0 +1,130 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/base.py
	4	+# Desc: Classe de base des connecteurs + backends de fetch (requests direct,
	5	+# Firecrawl, Scrapfly) — calquée sur louka/connectors/base.py
	6	+# ==============================================================================
	7	+from __future__ import annotations
	8	+
	9	+import json
	10	+import os
	11	+import time
	12	+
	13	+import requests
	14	+
	15	+USER_AGENT = ("Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
	16	+ "AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126 Safari/537.36 "
	17	+ "CreaKaBot/1.0 (+https://www.crea-ka.com/bot; contact@spboucher.ai)")
	18	+
	19	+FIRECRAWL_API = "https://api.firecrawl.dev/v1/scrape"
	20	+SCRAPFLY_API = "https://api.scrapfly.io/scrape"
	21	+
	22	+
	23	+class BaseConnector:
	24	+ """Un connecteur = un adaptateur propre à une source (CLAUDE.md §8).
	25	+
	26	+ Deux familles :
	27	+ - `kind = "discovery"` : `fetch()` retourne la liste de fiches `Creator`
	28	+ découvertes (listes médias, hashtags, agences…).
	29	+ - `kind = "enrichment"` : `enrich(creators)` reçoit les fiches existantes
	30	+ et retourne celles qu'il a enrichies (profil, abonnés, liens).
	31	+
	32	+ Le pipeline (ingest.py) s'occupe du diff avec la base de données.
	33	+ Chaque connecteur documente en tête son MODE D'ACCÈS (API / Firecrawl /
	34	+ Scrapfly / link-in-bio) et sa famille (§10, §17).
	35	+ """
	36	+
	37	+ source_id: str = ""
	38	+ kind: str = "discovery" # discovery \| enrichment
	39	+ request_delay: float = 0.8 # politesse entre requêtes (§15 rate-limit)
	40	+ timeout: int = 30
	41	+
	42	+ def __init__(self) -> None:
	43	+ self.session = requests.Session()
	44	+ self.session.headers["User-Agent"] = USER_AGENT
	45	+ self._last_request = 0.0
	46	+
	47	+ # -- backends -------------------------------------------------------------
	48	+ def _throttle(self) -> None:
	49	+ wait = self.request_delay - (time.time() - self._last_request)
	50	+ if wait > 0:
	51	+ time.sleep(wait)
	52	+
	53	+ def get(self, url: str, **kw) -> requests.Response:
	54	+ """GET direct avec throttling poli."""
	55	+ self._throttle()
	56	+ resp = self.session.get(url, timeout=self.timeout, **kw)
	57	+ self._last_request = time.time()
	58	+ resp.raise_for_status()
	59	+ return resp
	60	+
	61	+ def post(self, url: str, **kw) -> requests.Response:
	62	+ """POST direct avec throttling poli (APIs officielles)."""
	63	+ self._throttle()
	64	+ resp = self.session.post(url, timeout=self.timeout, **kw)
	65	+ self._last_request = time.time()
	66	+ resp.raise_for_status()
	67	+ return resp
	68	+
	69	+ def get_rendered(self, url: str) -> str:
	70	+ """HTML rendu (JavaScript exécuté) via Firecrawl.
	71	+
	72	+ Nécessite FIRECRAWL_API_KEY dans l'environnement (.env). Pour les
	73	+ pages publiques relativement ouvertes (agences, listes, blogues).
	74	+ """
	75	+ key = os.environ.get("FIRECRAWL_API_KEY")
	76	+ if not key:
	77	+ raise RuntimeError("FIRECRAWL_API_KEY manquant (voir .env)")
	78	+ resp = requests.post(
	79	+ FIRECRAWL_API,
	80	+ json={"url": url, "formats": ["html"]},
	81	+ headers={"Authorization": f"Bearer {key}"},
	82	+ timeout=90,
	83	+ )
	84	+ resp.raise_for_status()
	85	+ data = resp.json()
	86	+ return (data.get("data") or {}).get("html", "")
	87	+
	88	+ def scrapfly(self, url: str, render_js: bool = True, asp: bool = True,
	89	+ rendering_wait: int = 0, country: str = "ca",
	90	+ wait_for_selector: str \| None = None,
	91	+ headers: dict \| None = None) -> dict:
	92	+ """Appel Scrapfly — retourne le dict `result` (content, status_code…).
	93	+
	94	+ À MINIMISER (§10) : uniquement les plateformes hostiles au scraping,
	95	+ faute d'API officielle, dans le respect des CGU (§15).
	96	+ """
	97	+ key = os.environ.get("SCRAPFLY_KEY")
	98	+ if not key:
	99	+ raise RuntimeError("SCRAPFLY_KEY manquant (voir .env)")
	100	+ params: dict = {"key": key, "url": url, "country": country}
	101	+ if asp:
	102	+ params["asp"] = "true"
	103	+ if render_js:
	104	+ params["render_js"] = "true"
	105	+ if rendering_wait:
	106	+ params["rendering_wait"] = rendering_wait
	107	+ if wait_for_selector:
	108	+ params["wait_for_selector"] = wait_for_selector
	109	+ if headers:
	110	+ for k, v in headers.items():
	111	+ params[f"headers[{k}]"] = v
	112	+ self._throttle()
	113	+ resp = requests.get(SCRAPFLY_API, params=params, timeout=120)
	114	+ self._last_request = time.time()
	115	+ resp.raise_for_status()
	116	+ return resp.json().get("result") or {}
	117	+
	118	+ # -- interface ------------------------------------------------------------
	119	+ def fetch(self) -> list:
	120	+ """Découverte : liste complète des fiches `Creator` de la source."""
	121	+ raise NotImplementedError
	122	+
	123	+ def enrich(self, creators: list) -> list:
	124	+ """Enrichissement : retourne les fiches modifiées (sous-ensemble)."""
	125	+ raise NotImplementedError
	126	+
	127	+
	128	+def load_json(text: str):
	129	+ """json.loads tolérant (BOM, espaces)."""
	130	+ return json.loads(text.strip().lstrip(""))

added creaka/connectors/instagram.py +107 −0

		`@@ -0,0 +1,107 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/instagram.py
	4	+# Desc: Connecteur ENRICHISSEMENT Instagram — profil public par créateur :
	5	+# abonnés, badge vérifié, bio, liens de bio (→ découverte croisée des
	6	+# autres plateformes + page link-in-bio). Mode d'accès : Scrapfly
	7	+# (plateforme hostile au scraping, pas d'API publique de lecture) —
	8	+# palier 4 du catalogue (§9), CGU/rate-limit respectés (§15).
	9	+# ==============================================================================
	10	+"""Enrichissement Instagram, créateur par créateur.
	11	+
	12	+Pour chaque fiche ayant un compte Instagram rattaché, on lit le profil PUBLIC
	13	+via l'endpoint web_profile_info (JSON servi par le web public d'Instagram),
	14	+à travers Scrapfly (anti-bot). On en tire :
	15	+- followers / verified / bio du compte Instagram (métriques, §13-14) ;
	16	+- `external_url` + `bio_links` : si c'est une page link-in-bio connue →
	17	+ `link_in_bio_url` (traitée ensuite par le connecteur link-in-bio) ; si c'est
	18	+ un autre réseau → nouveau compte rattaché avec signal `cross_link` (0.90,
	19	+ §12.1 : le créateur pointe LUI-MÊME vers cet autre compte).
	20	+
	21	+Uniquement des profils publics ; un profil privé/introuvable est ignoré.
	22	+"""
	23	+from __future__ import annotations
	24	+
	25	+import json
	26	+
	27	+from ..identity import account, merge_accounts
	28	+from ..normalize import parse_count, platform_from_url
	29	+from ..schema import Creator, now_iso
	30	+from .base import BaseConnector
	31	+from .linkinbio import is_supported as is_linkinbio
	32	+
	33	+PROFILE_API = ("https://i.instagram.com/api/v1/users/web_profile_info/"
	34	+ "?username={h}")
	35	+IG_APP_ID = "936619743392459" # app id du web public instagram.com
	36	+
	37	+
	38	+class InstagramConnector(BaseConnector):
	39	+ source_id = "instagram-profil"
	40	+ kind = "enrichment"
	41	+ request_delay = 1.5
	42	+ max_profiles = 700 # garde-fou par passage
	43	+
	44	+ def fetch_profile(self, handle: str) -> dict \| None:
	45	+ """Profil public JSON d'un handle Instagram (None si privé/introuvable)."""
	46	+ result = self.scrapfly(PROFILE_API.format(h=handle), render_js=False,
	47	+ headers={"x-ig-app-id": IG_APP_ID,
	48	+ "accept": "application/json"})
	49	+ if result.get("status_code") != 200:
	50	+ return None
	51	+ try:
	52	+ data = json.loads(result.get("content") or "{}")
	53	+ except Exception:
	54	+ return None
	55	+ user = ((data.get("data") or {}).get("user")) or None
	56	+ if not user or user.get("is_private"):
	57	+ return None
	58	+ return user
	59	+
	60	+ def enrich(self, creators: list[Creator]) -> list[Creator]:
	61	+ enriched: list[Creator] = []
	62	+ fetched = 0
	63	+ for cr in creators:
	64	+ ig = next((a for a in cr.platforms if a.platform == "instagram"), None)
	65	+ if ig is None or fetched >= self.max_profiles:
	66	+ continue
	67	+ try:
	68	+ user = self.fetch_profile(ig.handle)
	69	+ except Exception:
	70	+ continue
	71	+ fetched += 1
	72	+ if not user:
	73	+ continue
	74	+ # métriques du compte lui-même (étendues : la référence, pas le minimum)
	75	+ ig.followers = parse_count(
	76	+ (user.get("edge_followed_by") or {}).get("count")) or ig.followers
	77	+ ig.verified = bool(user.get("is_verified"))
	78	+ ig.last_checked = now_iso()
	79	+ extra = {
	80	+ "following": (user.get("edge_follow") or {}).get("count"),
	81	+ "posts": (user.get("edge_owner_to_timeline_media") or {}).get("count"),
	82	+ "category": user.get("category_name"),
	83	+ "is_business": user.get("is_business_account"),
	84	+ }
	85	+ ig.metrics.update({k: v for k, v in extra.items() if v not in (None, "")})
	86	+ if not cr.avatar_url and user.get("profile_pic_url_hd"):
	87	+ cr.avatar_url = user["profile_pic_url_hd"]
	88	+ if not cr.bio and user.get("biography"):
	89	+ cr.bio = user["biography"]
	90	+ # liens de bio → découverte croisée (§12.1 signal 2)
	91	+ new_accounts = []
	92	+ links = [user.get("external_url") or ""]
	93	+ links += [(b.get("url") or "") for b in (user.get("bio_links") or [])]
	94	+ for url in links:
	95	+ if not url:
	96	+ continue
	97	+ if is_linkinbio(url) and not cr.link_in_bio_url:
	98	+ cr.link_in_bio_url = url
	99	+ continue
	100	+ hit = platform_from_url(url)
	101	+ if hit and hit[0] != "instagram":
	102	+ new_accounts.append(
	103	+ account(hit[0], hit[1], "cross_link", url=url).finalize())
	104	+ if new_accounts:
	105	+ cr.platforms = merge_accounts(cr.platforms, new_accounts)
	106	+ enriched.append(cr)
	107	+ return enriched

added creaka/connectors/linkinbio.py +132 −0

		`@@ -0,0 +1,132 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/linkinbio.py
	4	+# Desc: Connecteur ENRICHISSEMENT générique « link-in-bio » (templatisé) —
	5	+# Linktree, Beacons, Bio.link, Milkshake, Campsite, Snipfeed.
	6	+# Mode d'accès : requêtes directes (pages publiques SSR), repli
	7	+# Firecrawl. Palier 1 du catalogue (§9) — le levier nº 1 : une page
	8	+# de liens révèle D'UN COUP tous les comptes d'un créateur.
	9	+# ==============================================================================
	10	+"""Enrichissement par pages de liens (link-in-bio).
	11	+
	12	+Pour chaque créateur dont `link_in_bio_url` est connue (déclarée par le
	13	+créateur dans une de ses bios — jamais devinée), on récupère la page et on
	14	+en extrait les comptes de plateformes. Signal d'identité : `link_in_bio`
	15	+(le créateur liste lui-même ses comptes) → confidence 0.95, le plus fort
	16	+(§12.1).
	17	+
	18	+Templatisé : chaque service a son extracteur ; le repli générique parcourt
	19	+les ancres de la page et classe chaque URL via normalize.platform_from_url.
	20	+"""
	21	+from __future__ import annotations
	22	+
	23	+import json
	24	+import re
	25	+
	26	+from ..identity import account, merge_accounts
	27	+from ..normalize import platform_from_url
	28	+from ..schema import Creator
	29	+from .base import BaseConnector
	30	+
	31	+# services couverts par le gabarit (§9 palier 1)
	32	+SERVICES = ("linktr.ee", "beacons.ai", "bio.link", "msha.ke",
	33	+ "campsite.bio", "snipfeed.co", "linkin.bio")
	34	+
	35	+_NEXT_DATA_RE = re.compile(
	36	+ r'<script id="__NEXT_DATA__"[^>]>(.?)</script>', re.S)
	37	+_HREF_RE = re.compile(r'href="([^"]+)"', re.I)
	38	+
	39	+
	40	+def is_supported(url: str \| None) -> bool:
	41	+ return bool(url) and any(s in url for s in SERVICES)
	42	+
	43	+
	44	+def parse_links(html: str) -> list[str]:
	45	+ """Extrait toutes les URLs sortantes d'une page link-in-bio.
	46	+
	47	+ Linktree/Beacons sont des apps Next.js : les liens vivent dans le JSON
	48	+ __NEXT_DATA__ (plus fiable que le DOM). Repli : ancres du HTML.
	49	+ """
	50	+ urls: list[str] = []
	51	+ m = _NEXT_DATA_RE.search(html)
	52	+ if m:
	53	+ try:
	54	+ data = json.loads(m.group(1))
	55	+ urls.extend(_walk_urls(data))
	56	+ except Exception:
	57	+ pass
	58	+ for href in _HREF_RE.findall(html):
	59	+ if href.startswith("http"):
	60	+ urls.append(href)
	61	+ # dédupliquer en conservant l'ordre (l'ordre de la page = priorité du créateur)
	62	+ seen: set[str] = set()
	63	+ out = []
	64	+ for u in urls:
	65	+ u = u.split("?utm")[0].rstrip("/")
	66	+ if u not in seen:
	67	+ seen.add(u)
	68	+ out.append(u)
	69	+ return out
	70	+
	71	+
	72	+def _walk_urls(node) -> list[str]:
	73	+ """Parcourt récursivement le JSON Next.js et récolte toute valeur 'url'."""
	74	+ found: list[str] = []
	75	+ if isinstance(node, dict):
	76	+ for k, v in node.items():
	77	+ if k in ("url", "href") and isinstance(v, str) and v.startswith("http"):
	78	+ found.append(v)
	79	+ else:
	80	+ found.extend(_walk_urls(v))
	81	+ elif isinstance(node, list):
	82	+ for item in node:
	83	+ found.extend(_walk_urls(item))
	84	+ return found
	85	+
	86	+
	87	+def extract_accounts(html: str) -> list:
	88	+ """Page link-in-bio → comptes de plateformes (signal fort link_in_bio)."""
	89	+ accounts = []
	90	+ seen: set[str] = set()
	91	+ for url in parse_links(html):
	92	+ hit = platform_from_url(url)
	93	+ if not hit:
	94	+ continue
	95	+ platform, handle = hit
	96	+ key = f"{platform}:{handle}"
	97	+ if key in seen:
	98	+ continue
	99	+ seen.add(key)
	100	+ accounts.append(account(platform, handle, "link_in_bio", url=url))
	101	+ return accounts
	102	+
	103	+
	104	+class LinkInBioConnector(BaseConnector):
	105	+ source_id = "link-in-bio"
	106	+ kind = "enrichment"
	107	+ request_delay = 1.2
	108	+ max_pages = 500 # garde-fou par passage
	109	+
	110	+ def enrich(self, creators: list[Creator]) -> list[Creator]:
	111	+ enriched: list[Creator] = []
	112	+ fetched = 0
	113	+ for cr in creators:
	114	+ if fetched >= self.max_pages:
	115	+ break
	116	+ if not is_supported(cr.link_in_bio_url):
	117	+ continue
	118	+ try:
	119	+ html = self.get(cr.link_in_bio_url).text
	120	+ except Exception:
	121	+ try:
	122	+ html = self.get_rendered(cr.link_in_bio_url)
	123	+ except Exception:
	124	+ continue
	125	+ fetched += 1
	126	+ accounts = extract_accounts(html)
	127	+ if not accounts:
	128	+ continue
	129	+ cr.platforms = merge_accounts(cr.platforms, [a.finalize()
	130	+ for a in accounts])
	131	+ enriched.append(cr)
	132	+ return enriched

added creaka/connectors/listes_medias.py +89 −0

		`@@ -0,0 +1,89 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/listes_medias.py
	4	+# Desc: Connecteur DÉCOUVERTE — listes & palmarès médias québécois compilés
	5	+# (dataset local data/seed/qc_influenceurs.json, croisement de listes
	6	+# publiques : billie, frank, metricool, Favikon QC…). Mode d'accès :
	7	+# dataset local (aucune requête réseau). Palier 3 du catalogue (§9).
	8	+# ==============================================================================
	9	+"""Découverte initiale : 376 créateurs québécois issus de listes médias publiques.
	10	+
	11	+Le dataset (compilé pour influenceursqc.com à partir de palmarès publics —
	12	+tops médias, classements Favikon/metricool, articles de presse) fournit pour
	13	+chaque créateur : nom public, handles par plateforme, abonnés approximatifs,
	14	+catégorie et localisation DÉCLARÉE. Signal d'identité : `listes_medias`
	15	+(plusieurs listes publiques concordantes) → confidence 0.85 (§12.1).
	16	+
	17	+Aucune donnée privée : uniquement des profils publics de créateurs qui se
	18	+présentent publiquement comme tels (§15).
	19	+"""
	20	+from __future__ import annotations
	21	+
	22	+import json
	23	+from pathlib import Path
	24	+
	25	+from ..identity import account
	26	+from ..normalize import map_region, slugify
	27	+from ..schema import Creator
	28	+from .base import BaseConnector
	29	+
	30	+SEED_PATH = Path(__file__).resolve().parent.parent.parent / "data" / "seed" / \
	31	+ "qc_influenceurs.json"
	32	+
	33	+# clés du dataset → (plateforme canonique, clé de métrique)
	34	+_PLATFORM_KEYS = {
	35	+ "instagram": "instagram_followers",
	36	+ "tiktok": "tiktok_followers",
	37	+ "youtube": "youtube_subscribers",
	38	+ "facebook": "facebook_followers",
	39	+ "x": "x_followers",
	40	+ "twitch": "twitch_followers",
	41	+}
	42	+
	43	+
	44	+class ListesMediasConnector(BaseConnector):
	45	+ source_id = "listes-medias"
	46	+ kind = "discovery"
	47	+
	48	+ def fetch(self) -> list[Creator]:
	49	+ if not SEED_PATH.exists():
	50	+ raise RuntimeError(f"dataset seed introuvable : {SEED_PATH}")
	51	+ raw = json.loads(SEED_PATH.read_text(encoding="utf-8"))
	52	+ creators: list[Creator] = []
	53	+ for entry in raw:
	54	+ try:
	55	+ cr = self._normalize(entry)
	56	+ if cr is not None:
	57	+ creators.append(cr)
	58	+ except Exception:
	59	+ continue # une entrée malformée ne bloque pas la source
	60	+ return creators
	61	+
	62	+ def _normalize(self, entry: dict) -> Creator \| None:
	63	+ name = (entry.get("name") or "").strip()
	64	+ if not name:
	65	+ return None
	66	+ handles = entry.get("handles") or {}
	67	+ metrics = entry.get("metrics") or {}
	68	+ accounts = []
	69	+ for platform, metric_key in _PLATFORM_KEYS.items():
	70	+ handle = handles.get(platform)
	71	+ if not handle:
	72	+ continue
	73	+ accounts.append(account(platform, handle, "listes_medias",
	74	+ followers=metrics.get(metric_key)))
	75	+ if not accounts:
	76	+ return None
	77	+ region, city = map_region(entry.get("location"))
	78	+ slug = slugify(name)
	79	+ return Creator(
	80	+ source=self.source_id,
	81	+ external_id=slug,
	82	+ display_name=name,
	83	+ niches=[entry.get("category") or "autre"],
	84	+ region=region,
	85	+ city=city,
	86	+ platforms=accounts,
	87	+ notes=(entry.get("notes") or "")[:1200],
	88	+ source_ids=[f"{self.source_id}:{slug}"],
	89	+ )

added creaka/connectors/onlyqueb.py +104 −0

		`@@ -0,0 +1,104 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/onlyqueb.py
	4	+# Desc: Connecteur DÉCOUVERTE — OnlyQueb (onlyqueb.com), annuaire public de
	5	+# créatrices/créateurs québécois sur abonnement. Mode d'accès : requêtes
	6	+# directes (sitemap.xml + JSON-LD des pages profil, SSR). Palier 3 (§9).
	7	+# Les liens `sameAs` sont AUTO-DÉCLARÉS par la personne sur son profil
	8	+# → signal cross_link (0.90, §12.1).
	9	+# ==============================================================================
	10	+"""Découverte via le hub OnlyQueb.
	11	+
	12	+Chaque page profil expose un JSON-LD schema.org ProfilePage propre :
	13	+nom public, photo de profil publique et liste `sameAs` des comptes
	14	+(OnlyFans, Instagram, TikTok, X…). Adultes uniquement (plateforme 18+).
	15	+On n'agrège que ce que la personne affiche elle-même sur son profil (§15).
	16	+"""
	17	+from __future__ import annotations
	18	+
	19	+import json
	20	+import re
	21	+
	22	+from ..identity import account
	23	+from ..normalize import platform_from_url, slugify
	24	+from ..schema import Creator
	25	+from .base import BaseConnector
	26	+
	27	+SITEMAP_URL = "https://onlyqueb.com/sitemap.xml"
	28	+_LOC_RE = re.compile(r"<loc>([^<]+)</loc>")
	29	+_LD_RE = re.compile(r'application/ld\+json"[^>]>(.?)</script>', re.S)
	30	+_EXCLUDED = ("/en", "/categories", "/explore", "/seo", "/signup", "/blog")
	31	+
	32	+
	33	+def parse_profile_ld(html: str) -> dict \| None:
	34	+ """Page profil → {name, image, links[]} depuis le JSON-LD (None si absent)."""
	35	+ for blob in _LD_RE.findall(html):
	36	+ try:
	37	+ data = json.loads(blob)
	38	+ except Exception:
	39	+ continue
	40	+ if data.get("@type") != "ProfilePage":
	41	+ continue
	42	+ person = data.get("mainEntity") or {}
	43	+ if person.get("@type") != "Person":
	44	+ continue
	45	+ return {"name": (person.get("name") or "").strip(),
	46	+ "image": person.get("image") or None,
	47	+ "links": [u for u in (person.get("sameAs") or [])
	48	+ if isinstance(u, str)]}
	49	+ return None
	50	+
	51	+
	52	+class OnlyQuebConnector(BaseConnector):
	53	+ source_id = "onlyqueb"
	54	+ kind = "discovery"
	55	+ request_delay = 1.0
	56	+ max_profiles = 600 # garde-fou par passage
	57	+
	58	+ def _profile_urls(self) -> list[str]:
	59	+ xml = self.get(SITEMAP_URL).text
	60	+ urls = []
	61	+ for u in _LOC_RE.findall(xml):
	62	+ path = u.split("onlyqueb.com", 1)[-1]
	63	+ if path and path != "/" and path.count("/") == 1 \
	64	+ and not any(path.startswith(e) for e in _EXCLUDED):
	65	+ urls.append(u)
	66	+ return urls[:self.max_profiles]
	67	+
	68	+ def fetch(self) -> list[Creator]:
	69	+ creators: list[Creator] = []
	70	+ for url in self._profile_urls():
	71	+ try:
	72	+ html = self.get(url).text
	73	+ except Exception:
	74	+ continue
	75	+ prof = parse_profile_ld(html)
	76	+ if not prof or not prof["name"]:
	77	+ continue
	78	+ accounts = []
	79	+ seen: set[str] = set()
	80	+ for link in prof["links"]:
	81	+ hit = platform_from_url(link)
	82	+ if not hit:
	83	+ continue
	84	+ platform, handle = hit
	85	+ if f"{platform}:{handle}" in seen:
	86	+ continue
	87	+ seen.add(f"{platform}:{handle}")
	88	+ accounts.append(account(platform, handle, "cross_link", url=link))
	89	+ if not accounts:
	90	+ continue # sans lien vérifiable, pas de fiche (annuaire de liens)
	91	+ slug = slugify(prof["name"])
	92	+ creators.append(Creator(
	93	+ source=self.source_id,
	94	+ external_id=slug,
	95	+ display_name=prof["name"],
	96	+ niches=["autre"],
	97	+ creator_type="influenceur",
	98	+ avatar_url=prof["image"],
	99	+ platforms=accounts,
	100	+ notes="Profil auto-déclaré sur l'annuaire OnlyQueb (créateurs "
	101	+ "québécois sur abonnement, 18+).",
	102	+ source_ids=[f"{self.source_id}:{slug}"],
	103	+ ))
	104	+ return creators

added creaka/connectors/tiktok.py +100 −0

		`@@ -0,0 +1,100 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/tiktok.py
	4	+# Desc: Connecteur ENRICHISSEMENT TikTok — profil public par créateur :
	5	+# abonnés, badge vérifié, bio, lien de bio (découverte croisée).
	6	+# Mode d'accès : Scrapfly (plateforme hostile au scraping, API
	7	+# officielle limitée aux comptes connectés) — palier 4 (§9), §15.
	8	+# ==============================================================================
	9	+"""Enrichissement TikTok, créateur par créateur.
	10	+
	11	+La page publique tiktok.com/@handle embarque un JSON d'hydratation
	12	+(__UNIVERSAL_DATA_FOR_REHYDRATION__) contenant stats.followerCount, la bio
	13	+(`signature`), le badge vérifié et le lien de bio (`bioLink`). On le lit via
	14	+Scrapfly. Lien de bio → page link-in-bio ou compte croisé (signal cross_link).
	15	+"""
	16	+from __future__ import annotations
	17	+
	18	+import json
	19	+import re
	20	+
	21	+from ..identity import account, merge_accounts
	22	+from ..normalize import parse_count, platform_from_url
	23	+from ..schema import Creator, now_iso
	24	+from .base import BaseConnector
	25	+from .linkinbio import is_supported as is_linkinbio
	26	+
	27	+PROFILE_URL = "https://www.tiktok.com/@{h}"
	28	+_STATE_RE = re.compile(
	29	+ r'<script id="__UNIVERSAL_DATA_FOR_REHYDRATION__"[^>]>(.?)</script>', re.S)
	30	+
	31	+
	32	+def parse_profile(html: str) -> dict \| None:
	33	+ """HTML de profil TikTok → dict userInfo {user:…, stats:…} (None si absent)."""
	34	+ m = _STATE_RE.search(html)
	35	+ if not m:
	36	+ return None
	37	+ try:
	38	+ data = json.loads(m.group(1))
	39	+ return (data.get("__DEFAULT_SCOPE__", {})
	40	+ .get("webapp.user-detail", {})
	41	+ .get("userInfo")) or None
	42	+ except Exception:
	43	+ return None
	44	+
	45	+
	46	+class TikTokConnector(BaseConnector):
	47	+ source_id = "tiktok-profil"
	48	+ kind = "enrichment"
	49	+ request_delay = 1.5
	50	+ max_profiles = 700
	51	+
	52	+ def enrich(self, creators: list[Creator]) -> list[Creator]:
	53	+ enriched: list[Creator] = []
	54	+ fetched = 0
	55	+ for cr in creators:
	56	+ tk = next((a for a in cr.platforms if a.platform == "tiktok"), None)
	57	+ if tk is None or fetched >= self.max_profiles:
	58	+ continue
	59	+ try:
	60	+ result = self.scrapfly(PROFILE_URL.format(h=tk.handle),
	61	+ render_js=False)
	62	+ except Exception:
	63	+ continue
	64	+ fetched += 1
	65	+ if result.get("status_code") != 200:
	66	+ continue
	67	+ info = parse_profile(result.get("content") or "")
	68	+ if not info:
	69	+ continue
	70	+ user = info.get("user") or {}
	71	+ stats = info.get("stats") or {}
	72	+ if user.get("privateAccount"):
	73	+ continue # §15 : uniquement du public
	74	+ tk.followers = parse_count(stats.get("followerCount")) or tk.followers
	75	+ tk.verified = bool(user.get("verified"))
	76	+ tk.last_checked = now_iso()
	77	+ extra = {
	78	+ "following": parse_count(stats.get("followingCount")),
	79	+ "likes": parse_count(stats.get("heartCount")),
	80	+ "videos": parse_count(stats.get("videoCount")),
	81	+ }
	82	+ tk.metrics.update({k: v for k, v in extra.items() if v is not None})
	83	+ if not cr.avatar_url and user.get("avatarLarger"):
	84	+ cr.avatar_url = user["avatarLarger"]
	85	+ if not cr.bio and user.get("signature"):
	86	+ cr.bio = user["signature"]
	87	+ url = ((user.get("bioLink") or {}).get("link") or "").strip()
	88	+ if url and not url.startswith("http"):
	89	+ url = "https://" + url
	90	+ if url:
	91	+ if is_linkinbio(url) and not cr.link_in_bio_url:
	92	+ cr.link_in_bio_url = url
	93	+ else:
	94	+ hit = platform_from_url(url)
	95	+ if hit and hit[0] != "tiktok":
	96	+ cr.platforms = merge_accounts(cr.platforms, [
	97	+ account(hit[0], hit[1], "cross_link",
	98	+ url=url).finalize()])
	99	+ enriched.append(cr)
	100	+ return enriched

added creaka/connectors/twitch.py +67 −0

		`@@ -0,0 +1,67 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/twitch.py
	4	+# Desc: Connecteur ENRICHISSEMENT Twitch — existence + profil par créateur
	5	+# via l'API OFFICIELLE Helix (client_credentials). Palier 2 (§9, §10).
	6	+# Sans TWITCH_CLIENT_ID/TWITCH_CLIENT_SECRET : passage sauté proprement.
	7	+# ==============================================================================
	8	+"""Enrichissement Twitch via l'API officielle Helix.
	9	+
	10	+`users?login=` confirme l'existence du compte, son type (partner/affiliate)
	11	+et sa description. (Le total d'abonnés de chaîne exige un jeton de modérateur
	12	+depuis 2023 — on ne le collecte pas plutôt que de contourner, §15.)
	13	+"""
	14	+from __future__ import annotations
	15	+
	16	+import os
	17	+
	18	+from ..schema import Creator, now_iso
	19	+from .base import BaseConnector
	20	+
	21	+TOKEN_URL = "https://id.twitch.tv/oauth2/token"
	22	+USERS_URL = "https://api.twitch.tv/helix/users"
	23	+
	24	+
	25	+class TwitchConnector(BaseConnector):
	26	+ source_id = "twitch"
	27	+ kind = "enrichment"
	28	+ request_delay = 0.5
	29	+ max_profiles = 400
	30	+
	31	+ def _token(self, cid: str, secret: str) -> str:
	32	+ resp = self.post(TOKEN_URL, data={"client_id": cid,
	33	+ "client_secret": secret,
	34	+ "grant_type": "client_credentials"})
	35	+ return resp.json()["access_token"]
	36	+
	37	+ def enrich(self, creators: list[Creator]) -> list[Creator]:
	38	+ cid = os.environ.get("TWITCH_CLIENT_ID", "")
	39	+ secret = os.environ.get("TWITCH_CLIENT_SECRET", "")
	40	+ if not cid or not secret:
	41	+ return [] # pas de clés → on saute (jamais de contournement, §15)
	42	+ token = self._token(cid, secret)
	43	+ headers = {"Client-Id": cid, "Authorization": f"Bearer {token}"}
	44	+ enriched: list[Creator] = []
	45	+ fetched = 0
	46	+ for cr in creators:
	47	+ tw = next((a for a in cr.platforms if a.platform == "twitch"), None)
	48	+ if tw is None or fetched >= self.max_profiles:
	49	+ continue
	50	+ try:
	51	+ resp = self.get(USERS_URL, params={"login": tw.handle},
	52	+ headers=headers)
	53	+ except Exception:
	54	+ continue
	55	+ fetched += 1
	56	+ data = resp.json().get("data") or []
	57	+ if not data:
	58	+ continue
	59	+ user = data[0]
	60	+ tw.verified = user.get("broadcaster_type") == "partner"
	61	+ tw.confidence = max(tw.confidence or 0, 0.90)
	62	+ tw.signal = tw.signal or "api_officielle"
	63	+ tw.last_checked = now_iso()
	64	+ if not cr.bio and user.get("description"):
	65	+ cr.bio = user["description"]
	66	+ enriched.append(cr)
	67	+ return enriched

added creaka/connectors/wikidata_qc.py +128 −0

		`@@ -0,0 +1,128 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/wikidata_qc.py
	4	+# Desc: Connecteur DÉCOUVERTE — créateurs québécois recensés dans Wikidata
	5	+# (personnes nées ou résidant au Québec, occupation créateur, avec
	6	+# handles sociaux curés P2003/P7085/P2397/P5797/P2002). Mode d'accès :
	7	+# API SPARQL publique de Wikidata (gratuite, conforme). Palier 3 (§9).
	8	+# ==============================================================================
	9	+"""Découverte via Wikidata : au-delà des listes médias.
	10	+
	11	+Wikidata référence les créateurs notables (humoristes, youtubeurs, vidéastes
	12	+web, streamers, podcasteurs, influenceurs) avec leurs comptes sociaux CURÉS
	13	+par la communauté → signal `base_publique` (0.85). Deux requêtes (lieu de
	14	+naissance / lieu de résidence au Québec) fusionnées.
	15	+
	16	+Prudence mineurs (§15) : l'année de naissance publique permet de lever
	17	+`is_minor` automatiquement → régime restreint appliqué par ethics.py.
	18	+"""
	19	+from __future__ import annotations
	20	+
	21	+from datetime import datetime, timezone
	22	+
	23	+from ..identity import account
	24	+from ..normalize import slugify
	25	+from ..schema import Creator
	26	+from .base import BaseConnector
	27	+
	28	+SPARQL_URL = "https://query.wikidata.org/sparql"
	29	+
	30	+# occupations « créateur de contenu » (ids Wikidata)
	31	+# Q17125263 vidéaste web · Q94791573 tiktokeur · Q50279140 streamer
	32	+# Q15077007 podcasteur · Q2906862 influenceur · Q245068 humoriste
	33	+_OCCS = "wd:Q17125263 wd:Q94791573 wd:Q50279140 wd:Q15077007 wd:Q2906862 wd:Q245068"
	34	+
	35	+_OCC_NICHE = {
	36	+ "Q245068": "humour", "Q50279140": "gaming", "Q15077007": "actualite-opinion",
	37	+ "Q17125263": "lifestyle", "Q94791573": "lifestyle", "Q2906862": "lifestyle",
	38	+}
	39	+
	40	+_QUERY = """
	41	+SELECT DISTINCT ?person ?personLabel ?occ ?ig ?tk ?yt ?tw ?x (YEAR(?dob) AS ?birthYear) WHERE {
	42	+ VALUES ?occ { %(occs)s }
	43	+ ?person wdt:P106 ?occ .
	44	+ ?person wdt:%(place_prop)s ?place .
	45	+ ?place wdt:P131* wd:Q176 . hint:Prior hint:gearing "forward" .
	46	+ OPTIONAL { ?person wdt:P2003 ?ig }
	47	+ OPTIONAL { ?person wdt:P7085 ?tk }
	48	+ OPTIONAL { ?person wdt:P2397 ?yt }
	49	+ OPTIONAL { ?person wdt:P5797 ?tw }
	50	+ OPTIONAL { ?person wdt:P2002 ?x }
	51	+ OPTIONAL { ?person wdt:P569 ?dob }
	52	+ FILTER(BOUND(?ig) \|\| BOUND(?tk) \|\| BOUND(?yt) \|\| BOUND(?tw) \|\| BOUND(?x))
	53	+ SERVICE wikibase:label { bd:serviceParam wikibase:language "fr,en". }
	54	+}
	55	+LIMIT 3000
	56	+"""
	57	+
	58	+
	59	+class WikidataQcConnector(BaseConnector):
	60	+ source_id = "wikidata-qc"
	61	+ kind = "discovery"
	62	+ request_delay = 2.0
	63	+ timeout = 90
	64	+
	65	+ def _query(self, place_prop: str) -> list[dict]:
	66	+ resp = self.get(SPARQL_URL,
	67	+ params={"query": _QUERY % {"occs": _OCCS,
	68	+ "place_prop": place_prop}},
	69	+ headers={"Accept": "application/sparql-results+json"})
	70	+ return resp.json().get("results", {}).get("bindings", [])
	71	+
	72	+ def fetch(self) -> list[Creator]:
	73	+ rows: list[dict] = []
	74	+ for prop in ("P19", "P551"): # naissance, résidence
	75	+ try:
	76	+ rows.extend(self._query(prop))
	77	+ except Exception:
	78	+ continue # une branche en échec ne bloque pas l'autre
	79	+ by_person: dict[str, dict] = {}
	80	+ for r in rows:
	81	+ def val(key):
	82	+ return (r.get(key) or {}).get("value")
	83	+ pid = val("person")
	84	+ if not pid:
	85	+ continue
	86	+ entry = by_person.setdefault(
	87	+ pid, {"name": val("personLabel"), "occs": set(), "birth": None,
	88	+ "handles": {}})
	89	+ entry["occs"].add((val("occ") or "").rsplit("/", 1)[-1])
	90	+ if val("birthYear"):
	91	+ entry["birth"] = int(val("birthYear"))
	92	+ for key, platform in (("ig", "instagram"), ("tk", "tiktok"),
	93	+ ("tw", "twitch"), ("x", "x")):
	94	+ if val(key):
	95	+ entry["handles"][platform] = val(key)
	96	+ # P2397 = ID de chaîne YouTube (UC…) → URL directe, pas un handle @
	97	+ if val("yt"):
	98	+ entry["handles"]["youtube_channel"] = val("yt")
	99	+ year_now = datetime.now(timezone.utc).year
	100	+ creators: list[Creator] = []
	101	+ for pid, e in by_person.items():
	102	+ name = (e["name"] or "").strip()
	103	+ qid = pid.rsplit("/", 1)[-1]
	104	+ if not name or name == qid:
	105	+ continue # entité sans libellé humain
	106	+ accounts = []
	107	+ for platform, handle in e["handles"].items():
	108	+ if platform == "youtube_channel":
	109	+ accounts.append(account(
	110	+ "youtube", handle, "base_publique",
	111	+ url=f"https://www.youtube.com/channel/{handle}"))
	112	+ else:
	113	+ accounts.append(account(platform, handle, "base_publique"))
	114	+ if not accounts:
	115	+ continue
	116	+ is_minor = bool(e["birth"] and (year_now - e["birth"]) < 18)
	117	+ niches = sorted({_OCC_NICHE.get(o, "autre") for o in e["occs"]}) or ["autre"]
	118	+ creators.append(Creator(
	119	+ source=self.source_id,
	120	+ external_id=qid,
	121	+ display_name=name,
	122	+ niches=niches,
	123	+ is_minor=is_minor,
	124	+ platforms=accounts,
	125	+ source_ids=[f"{self.source_id}:{qid}"],
	126	+ ))
	127	+ # tri stable pour des passages reproductibles
	128	+ return sorted(creators, key=lambda c: slugify(c.display_name))

added creaka/connectors/youtube.py +89 −0

		`@@ -0,0 +1,89 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/youtube.py
	4	+# Desc: Connecteur ENRICHISSEMENT YouTube — abonnés + badge par créateur.
	5	+# Mode d'accès : YouTube Data API v3 (OFFICIELLE, privilégiée §10) si
	6	+# YOUTUBE_API_KEY est définie ; sinon repli page publique /@handle
	7	+# (requêtes directes polies). Palier 2 du catalogue (§9).
	8	+# ==============================================================================
	9	+"""Enrichissement YouTube, créateur par créateur.
	10	+
	11	+Voie privilégiée : l'API officielle `channels?forHandle=` (fiable, conforme,
	12	+quota 10 000 unités/jour largement suffisant pour la cadence §14). Sans clé,
	13	+repli léger : la page publique youtube.com/@handle expose le nombre d'abonnés
	14	+dans ses métadonnées. Signal : `api_officielle` (0.95) quand confirmé par
	15	+l'API — le handle interrogé est celui déjà rattaché.
	16	+"""
	17	+from __future__ import annotations
	18	+
	19	+import os
	20	+import re
	21	+
	22	+from ..normalize import parse_count
	23	+from ..schema import Creator, now_iso
	24	+from .base import BaseConnector
	25	+
	26	+API_URL = ("https://www.googleapis.com/youtube/v3/channels"
	27	+ "?part=statistics,snippet&forHandle={h}&key={key}")
	28	+PAGE_URL = "https://www.youtube.com/@{h}"
	29	+_SUBS_RES = (
	30	+ re.compile(r'"subscriberCountText"[^}]?"(?:simpleText\|content)"\s:\s*"([^"]+)"'),
	31	+ re.compile(r'"subscriberCount"\s:\s"?(\d+)"?'),
	32	+ re.compile(r'"metadataParts".{0,200}?"content"\s:\s"([\d.,\s]+[kKmM]?\s*'
	33	+ r'(?:subscribers\|abonn[ée]s))"'),
	34	+)
	35	+
	36	+
	37	+class YouTubeConnector(BaseConnector):
	38	+ source_id = "youtube"
	39	+ kind = "enrichment"
	40	+ request_delay = 1.0
	41	+ max_profiles = 1500
	42	+
	43	+ def _via_api(self, handle: str, key: str) -> dict \| None:
	44	+ resp = self.get(API_URL.format(h=handle, key=key))
	45	+ items = resp.json().get("items") or []
	46	+ if not items:
	47	+ return None
	48	+ stats = items[0].get("statistics") or {}
	49	+ return {"followers": parse_count(stats.get("subscriberCount")),
	50	+ "views": parse_count(stats.get("viewCount")),
	51	+ "videos": parse_count(stats.get("videoCount")),
	52	+ "confirmed": True}
	53	+
	54	+ def _via_page(self, handle: str) -> dict \| None:
	55	+ resp = self.get(PAGE_URL.format(h=handle),
	56	+ headers={"Accept-Language": "en-CA,en;q=0.8"})
	57	+ html = resp.text
	58	+ for rx in _SUBS_RES:
	59	+ m = rx.search(html)
	60	+ if m:
	61	+ return {"followers": parse_count(m.group(1)), "confirmed": False}
	62	+ return None
	63	+
	64	+ def enrich(self, creators: list[Creator]) -> list[Creator]:
	65	+ key = os.environ.get("YOUTUBE_API_KEY", "")
	66	+ enriched: list[Creator] = []
	67	+ fetched = 0
	68	+ for cr in creators:
	69	+ yt = next((a for a in cr.platforms if a.platform == "youtube"), None)
	70	+ if yt is None or fetched >= self.max_profiles:
	71	+ continue
	72	+ try:
	73	+ info = self._via_api(yt.handle, key) if key \
	74	+ else self._via_page(yt.handle)
	75	+ except Exception:
	76	+ continue
	77	+ fetched += 1
	78	+ if not info or info.get("followers") is None:
	79	+ continue
	80	+ yt.followers = info["followers"]
	81	+ yt.last_checked = now_iso()
	82	+ extra = {k: info.get(k) for k in ("views", "videos")}
	83	+ yt.metrics.update({k: v for k, v in extra.items() if v is not None})
	84	+ if info.get("confirmed"):
	85	+ # existence confirmée par l'API officielle → signal renforcé
	86	+ yt.confidence = max(yt.confidence or 0, 0.90)
	87	+ yt.signal = yt.signal or "api_officielle"
	88	+ enriched.append(cr)
	89	+ return enriched

added creaka/connectors/youtube_recherche.py +281 −0

		`@@ -0,0 +1,281 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/connectors/youtube_recherche.py
	4	+# Desc: Connecteur DÉCOUVERTE — chaînes YouTube québécoises via la recherche
	5	+# publique (filtre « chaînes »), requêtes thématiques × marqueurs QC.
	6	+# Mode d'accès : requêtes directes (HTML public, ytInitialData).
	7	+# Palier 3 (§9). Filtre conservateur : marqueur québécois OBLIGATOIRE
	8	+# dans le titre ou la description de la chaîne.
	9	+# ==============================================================================
	10	+"""Découverte massive de chaînes YouTube québécoises.
	11	+
	12	+La page de résultats (filtre chaînes, sp=EgIQAg==) embarque un JSON
	13	+ytInitialData avec, pour chaque chaîne : handle, nom, nb d'abonnés et extrait
	14	+de description. On ne crée une fiche QUE si un marqueur québécois figure dans
	15	+le titre/la description (jamais d'inférence, §7/§15). Le compte YouTube est le
	16	+compte SOURCE de la fiche → signal profil_source (0.98) ; l'enrichissement
	17	+(liens de bio, link-in-bio) rattache ensuite ses autres plateformes.
	18	+"""
	19	+from __future__ import annotations
	20	+
	21	+import json
	22	+import re
	23	+
	24	+from ..identity import account
	25	+from ..normalize import parse_count, slugify, strip_accents
	26	+from ..schema import Creator
	27	+from .base import BaseConnector
	28	+
	29	+SEARCH_URL = "https://www.youtube.com/results"
	30	+CHANNEL_FILTER = "EgIQAg%3D%3D" # sp= filtre « chaînes »
	31	+_YTID_RE = re.compile(r"var ytInitialData = (\{.*?\});</script>", re.S)
	32	+
	33	+# marqueurs québécois (comparés SANS accents, en minuscules)
	34	+_QC_MARKERS = re.compile(
	35	+ r"queb\|montreal\|\bmtl\b\|saguenay\|gaspesie\|mauricie\|estrie\|outaouais\|"
	36	+ r"abitibi\|levis\|sherbrooke\|trois-rivieres\|gatineau\|\blaval\b\|longueuil\|"
	37	+ r"rimouski\|chicoutimi\|drummondville\|granby\|beauce\|charlevoix\|lanaudiere\|"
	38	+ r"laurentides\|monteregie\|temiscamingue\|joliette\|victoriaville\|"
	39	+ r"\bfleuve\b\|rive-sud\|rive-nord\|ville de quebec")
	40	+
	41	+# requêtes thématiques → niche par défaut de la fiche
	42	+QUERIES: list[tuple[str, str]] = [
	43	+ ("vlog québécois", "lifestyle"), ("youtubeur québécois", "lifestyle"),
	44	+ ("humour québécois", "humour"), ("humoriste québécois", "humour"),
	45	+ ("cuisine québécoise", "cuisine"), ("recettes québec", "cuisine"),
	46	+ ("gaming québécois", "gaming"), ("gamer québec", "gaming"),
	47	+ ("chasse québec", "plein-air"), ("pêche québec", "plein-air"),
	48	+ ("plein air québec", "plein-air"), ("camping québec", "plein-air"),
	49	+ ("musique québécoise", "musique"), ("rap québécois", "musique"),
	50	+ ("maquillage québec", "beaute"), ("beauté québécoise", "beaute"),
	51	+ ("mode québécoise", "mode"), ("fitness québec", "sport-fitness"),
	52	+ ("entraînement québécois", "sport-fitness"), ("hockey québec", "sport-fitness"),
	53	+ ("famille québécoise vlog", "famille-parentalite"),
	54	+ ("maman québécoise", "famille-parentalite"),
	55	+ ("voyage québécois", "voyage"), ("finance québec", "finance-affaires"),
	56	+ ("immobilier québec", "finance-affaires"), ("tech québec", "tech"),
	57	+ ("balado québécois", "actualite-opinion"), ("podcast québécois", "actualite-opinion"),
	58	+ ("éducation québec", "education"), ("science québec", "education"),
	59	+ ("art québécois", "arts"), ("danse québec", "danse"),
	60	+ ("resto montréal", "bouffe-resto"), ("bouffe québec", "bouffe-resto"),
	61	+ ("vlog montréal", "lifestyle"), ("vlog ville de québec", "lifestyle"),
	62	+ ("agriculture québec", "autre"), ("auto québec", "autre"),
	63	+ ("santé bien-être québec", "sante-mieux-etre"),
	64	+ ("actualité québécoise", "actualite-opinion"),
	65	+ # villes × vlog/scène locale
	66	+ ("vlog sherbrooke", "lifestyle"), ("vlog gatineau", "lifestyle"),
	67	+ ("vlog saguenay", "lifestyle"), ("vlog trois-rivières", "lifestyle"),
	68	+ ("vlog gaspésie", "voyage"), ("vlog rimouski", "lifestyle"),
	69	+ ("vlog abitibi", "lifestyle"), ("vlog lévis", "lifestyle"),
	70	+ ("vlog laval", "lifestyle"), ("vlog longueuil", "lifestyle"),
	71	+ ("vlog drummondville", "lifestyle"), ("vlog granby", "lifestyle"),
	72	+ # gaming & streaming
	73	+ ("minecraft québécois", "gaming"), ("fortnite québécois", "gaming"),
	74	+ ("streamer québécois", "gaming"), ("twitch québécois", "gaming"),
	75	+ ("jeux vidéo québec", "gaming"), ("rétro gaming québec", "gaming"),
	76	+ # niches ciblées
	77	+ ("asmr québécois", "lifestyle"), ("vanlife québec", "voyage"),
	78	+ ("ski québec", "plein-air"), ("vélo québec", "sport-fitness"),
	79	+ ("course à pied québec", "sport-fitness"), ("musculation québec", "sport-fitness"),
	80	+ ("nutrition québec", "sante-mieux-etre"), ("yoga québec", "sante-mieux-etre"),
	81	+ ("rénovation québec", "autre"), ("menuiserie québec", "autre"),
	82	+ ("jardinage québec", "plein-air"), ("moto québec", "autre"),
	83	+ ("auto détail québec", "autre"), ("mécanique québec", "autre"),
	84	+ ("crypto québec", "finance-affaires"), ("bourse québec", "finance-affaires"),
	85	+ ("entrepreneur québécois", "finance-affaires"),
	86	+ ("développeur québécois", "tech"), ("programmation québec", "tech"),
	87	+ ("photographie québec", "arts"), ("dessin québécois", "arts"),
	88	+ ("couture québec", "arts"), ("tricot québec", "arts"),
	89	+ ("chasse orignal québec", "plein-air"), ("motoneige québec", "plein-air"),
	90	+ ("quatre-roues québec", "plein-air"), ("survie en forêt québec", "plein-air"),
	91	+ ("astronomie québec", "education"), ("histoire du québec", "education"),
	92	+ ("hockey canadiens de montréal", "sport-fitness"),
	93	+ ("pêche mouche québec", "plein-air"), ("kayak québec", "plein-air"),
	94	+ ("randonnée québec", "plein-air"), ("microbrasserie québec", "bouffe-resto"),
	95	+ ("bbq québec", "cuisine"), ("pâtisserie québec", "cuisine"),
	96	+ ("végane québec", "cuisine"), ("chef québécois", "cuisine"),
	97	+ ("critique resto montréal", "bouffe-resto"),
	98	+ ("maquilleuse québécoise", "beaute"), ("coiffure québec", "beaute"),
	99	+ ("soins de peau québec", "beaute"), ("friperie montréal", "mode"),
	100	+ ("streetwear montréal", "mode"), ("chanteur québécois", "musique"),
	101	+ ("chanteuse québécoise", "musique"), ("guitare québec", "musique"),
	102	+ ("dj québec", "musique"), ("country québécois", "musique"),
	103	+ ("télé-réalité québec", "lifestyle"), ("occupation double", "lifestyle"),
	104	+ ("humoriste relève québec", "humour"), ("stand up québec", "humour"),
	105	+ ("améliorer son français québec", "education"),
	106	+ ("prof québécois", "education"), ("garderie maman québec", "famille-parentalite"),
	107	+ ("grossesse québec", "famille-parentalite"),
	108	+ ("astuces parents québec", "famille-parentalite"),
	109	+ ("spiritualité québec", "sante-mieux-etre"),
	110	+ ("astrologie québec", "autre"), ("paranormal québec", "autre"),
	111	+ ("urbex québec", "autre"), ("faits divers québec", "actualite-opinion"),
	112	+ ("politique québécoise", "actualite-opinion"),
	113	+ ("nouvelles québec", "actualite-opinion"),
	114	+]
	115	+
	116	+# --- longue traîne : villes/MRC × créneaux (nano/micro créateurs locaux) --------
	117	+# On ne vise PAS que les mégastars : chaque ville a ses vloggeurs, gamers,
	118	+# chasseurs, cuisiniers… Le filtre _QC_MARKERS garde la prudence d'attribution.
	119	+_TOWNS = [
	120	+ "montréal", "ville de québec", "laval", "gatineau", "longueuil",
	121	+ "sherbrooke", "lévis", "saguenay", "trois-rivières", "terrebonne",
	122	+ "brossard", "repentigny", "drummondville", "saint-jérôme", "granby",
	123	+ "blainville", "saint-hyacinthe", "shawinigan", "dollard-des-ormeaux",
	124	+ "rimouski", "châteauguay", "saint-jean-sur-richelieu", "mascouche",
	125	+ "joliette", "victoriaville", "salaberry-de-valleyfield", "rouyn-noranda",
	126	+ "chicoutimi", "alma", "sept-îles", "baie-comeau", "val-d'or", "matane",
	127	+ "rivière-du-loup", "sorel-tracy", "thetford mines", "magog", "cowansville",
	128	+ "la tuque", "mont-laurier", "mont-tremblant", "sainte-agathe",
	129	+ "saint-georges beauce", "montmagny", "la malbaie", "baie-saint-paul",
	130	+ "gaspé", "chandler", "amqui", "dolbeau-mistassini", "roberval",
	131	+ "chibougamau", "lachute", "varennes", "chambly", "boucherville",
	132	+]
	133	+_TOWN_THEMES = [("vlog", "lifestyle"), ("youtubeur", "lifestyle"),
	134	+ ("gaming", "gaming"), ("chasse pêche", "plein-air"),
	135	+ ("humour", "humour")]
	136	+for _t in _TOWNS:
	137	+ for _th, _n in _TOWN_THEMES:
	138	+ QUERIES.append((f"{_th} {_t}", _n))
	139	+
	140	+# --- longue traîne : passe-temps & métiers × marqueur QC ------------------------
	141	+_HOBBIES = [
	142	+ ("skateboard", "sport-fitness"), ("snowboard", "plein-air"),
	143	+ ("pickleball", "sport-fitness"), ("golf", "sport-fitness"),
	144	+ ("baseball", "sport-fitness"), ("soccer", "sport-fitness"),
	145	+ ("basketball", "sport-fitness"), ("boxe", "sport-fitness"),
	146	+ ("mma", "sport-fitness"), ("crossfit", "sport-fitness"),
	147	+ ("échecs", "gaming"), ("donjons et dragons", "gaming"),
	148	+ ("cartes pokémon", "gaming"), ("warhammer", "gaming"),
	149	+ ("speedrun", "gaming"), ("simracing", "gaming"),
	150	+ ("lego", "autre"), ("maquette", "arts"), ("bois", "arts"),
	151	+ ("forge", "arts"), ("céramique", "arts"), ("peinture", "arts"),
	152	+ ("aquarelle", "arts"), ("calligraphie", "arts"),
	153	+ ("astrophotographie", "education"), ("ornithologie", "plein-air"),
	154	+ ("apiculture", "plein-air"), ("permaculture", "plein-air"),
	155	+ ("homesteading", "plein-air"), ("érablière", "plein-air"),
	156	+ ("acériculture", "plein-air"), ("motocross", "autre"),
	157	+ ("vtt", "plein-air"), ("side-by-side", "plein-air"),
	158	+ ("camion", "autre"), ("remorquage", "autre"), ("soudure", "autre"),
	159	+ ("électricien", "autre"), ("plombier", "autre"), ("excavation", "autre"),
	160	+ ("déneigement", "autre"), ("paysagement", "autre"),
	161	+ ("courtier immobilier", "finance-affaires"), ("comptable", "finance-affaires"),
	162	+ ("avocat", "education"), ("infirmière", "sante-mieux-etre"),
	163	+ ("massothérapie", "sante-mieux-etre"), ("ostéopathie", "sante-mieux-etre"),
	164	+ ("naturopathie", "sante-mieux-etre"), ("psychologie", "sante-mieux-etre"),
	165	+ ("méditation", "sante-mieux-etre"), ("tarot", "autre"),
	166	+ ("généalogie", "education"), ("philosophie", "education"),
	167	+ ("booktube", "education"), ("lecture", "education"),
	168	+ ("cinéma", "actualite-opinion"), ("séries télé", "actualite-opinion"),
	169	+ ("anime", "gaming"), ("manga", "gaming"), ("cosplay", "arts"),
	170	+ ("drag", "arts"), ("magie", "arts"), ("cirque", "arts"),
	171	+ ("violon", "musique"), ("piano", "musique"), ("batterie", "musique"),
	172	+ ("chorale", "musique"), ("trad", "musique"), ("métal", "musique"),
	173	+ ("punk", "musique"), ("folk", "musique"),
	174	+ ("fromage", "bouffe-resto"), ("vin", "bouffe-resto"),
	175	+ ("café", "bouffe-resto"), ("boulangerie", "cuisine"),
	176	+ ("cabane à sucre", "bouffe-resto"), ("poutine", "bouffe-resto"),
	177	+ ("food truck", "bouffe-resto"), ("mixologie", "bouffe-resto"),
	178	+ ("couture", "arts"), ("crochet", "arts"), ("broderie", "arts"),
	179	+ ("thrift", "mode"), ("sneakers", "mode"), ("barbier", "beaute"),
	180	+ ("ongles", "beaute"), ("tatouage", "arts"), ("esthétique", "beaute"),
	181	+ ("organisation maison", "lifestyle"), ("minimalisme", "lifestyle"),
	182	+ ("van aménagé", "voyage"), ("chalet", "lifestyle"),
	183	+ ("astuces budget", "finance-affaires"), ("coupons", "finance-affaires"),
	184	+ ("frugal", "finance-affaires"), ("bourse dividendes", "finance-affaires"),
	185	+ ("intelligence artificielle", "tech"), ("cybersécurité", "tech"),
	186	+ ("impression 3d", "tech"), ("domotique", "tech"), ("drones", "tech"),
	187	+]
	188	+for _h, _n in _HOBBIES:
	189	+ QUERIES.append((f"{_h} québec", _n))
	190	+ QUERIES.append((f"{_h} québécois", _n))
	191	+
	192	+
	193	+def _walk_channels(node, out: list) -> None:
	194	+ if isinstance(node, dict):
	195	+ if "channelRenderer" in node:
	196	+ out.append(node["channelRenderer"])
	197	+ for v in node.values():
	198	+ _walk_channels(v, out)
	199	+ elif isinstance(node, list):
	200	+ for item in node:
	201	+ _walk_channels(item, out)
	202	+
	203	+
	204	+def parse_channels(html: str) -> list[dict]:
	205	+ """HTML de résultats → [{handle, channel_id, name, subs, description}]."""
	206	+ m = _YTID_RE.search(html)
	207	+ if not m:
	208	+ return []
	209	+ try:
	210	+ data = json.loads(m.group(1))
	211	+ except Exception:
	212	+ return []
	213	+ renderers: list[dict] = []
	214	+ _walk_channels(data, renderers)
	215	+ channels = []
	216	+ for r in renderers:
	217	+ try:
	218	+ handle = ((r.get("navigationEndpoint") or {}).get("browseEndpoint")
	219	+ or {}).get("canonicalBaseUrl", "").lstrip("/")
	220	+ name = ((r.get("title") or {}).get("simpleText")) or ""
	221	+ desc = "".join(run.get("text", "") for run in
	222	+ ((r.get("descriptionSnippet") or {}).get("runs") or []))
	223	+ subs_txt = ((r.get("videoCountText") or {}).get("simpleText")) or \
	224	+ ((r.get("subscriberCountText") or {}).get("simpleText")) or ""
	225	+ channels.append({"handle": handle, "channel_id": r.get("channelId", ""),
	226	+ "name": name, "subs": parse_count(subs_txt),
	227	+ "description": desc})
	228	+ except Exception:
	229	+ continue
	230	+ return channels
	231	+
	232	+
	233	+def is_quebec(text: str) -> bool:
	234	+ return bool(_QC_MARKERS.search(strip_accents(text or "").lower()))
	235	+
	236	+
	237	+class YouTubeRechercheConnector(BaseConnector):
	238	+ source_id = "youtube-recherche"
	239	+ kind = "discovery"
	240	+ request_delay = 1.2
	241	+ max_queries = 800
	242	+
	243	+ def fetch(self) -> list[Creator]:
	244	+ creators: list[Creator] = []
	245	+ seen: set[str] = set()
	246	+ for query, niche in QUERIES[:self.max_queries]:
	247	+ try:
	248	+ html = self.get(
	249	+ SEARCH_URL,
	250	+ params={"search_query": query, "sp": "EgIQAg=="},
	251	+ headers={"Accept-Language": "fr-CA,fr;q=0.9"}).text
	252	+ except Exception:
	253	+ continue
	254	+ for ch in parse_channels(html):
	255	+ handle = ch["handle"].lstrip("@")
	256	+ key = handle or ch["channel_id"]
	257	+ if not key or key in seen:
	258	+ continue
	259	+ # filtre conservateur : marqueur QC requis dans titre+description
	260	+ if not is_quebec(f"{ch['name']} {ch['description']}"):
	261	+ continue
	262	+ seen.add(key)
	263	+ if handle:
	264	+ acc = account("youtube", handle, "profil_source",
	265	+ followers=ch["subs"])
	266	+ else:
	267	+ acc = account("youtube", ch["channel_id"], "profil_source",
	268	+ followers=ch["subs"],
	269	+ url="https://www.youtube.com/channel/"
	270	+ + ch["channel_id"])
	271	+ creators.append(Creator(
	272	+ source=self.source_id,
	273	+ external_id=slugify(ch["name"]),
	274	+ display_name=ch["name"],
	275	+ bio=ch["description"][:1200],
	276	+ niches=[niche],
	277	+ creator_type="youtubeur",
	278	+ platforms=[acc],
	279	+ source_ids=[f"{self.source_id}:{key}"],
	280	+ ))
	281	+ return creators

added creaka/db.py +362 −0

		`@@ -0,0 +1,362 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/db.py
	4	+# Desc: Stockage SQLite — fiches créateurs canoniques, comptes rattachés,
	5	+# journal des synchronisations (fraîcheur §13-14, opt-out §15)
	6	+# ==============================================================================
	7	+"""Base de données Créa-Ka (SQLite, WAL).
	8	+
	9	+- `creators` : une ligne = une fiche canonique (document JSON + colonnes
	10	+ indexées pour la recherche).
	11	+- `accounts` : un compte (plateforme+handle) pointe vers SA fiche — c'est
	12	+ l'index qui permet la déduplication inter-sources (§12.2).
	13	+- `sync_log` : statistiques par passage de connecteur (§16 logging structuré).
	14	+
	15	+Politique de grâce (§13) : on ne supprime jamais brutalement — `last_seen`
	16	+horodate chaque passage ; un créateur disparu passe `inactive`, un opt-out
	17	+passe `opted_out` (masqué, jamais ré-agrégé).
	18	+"""
	19	+from __future__ import annotations
	20	+
	21	+import json
	22	+import sqlite3
	23	+from dataclasses import asdict
	24	+from pathlib import Path
	25	+
	26	+from . import ethics
	27	+from .dedup import merge_creators, should_merge
	28	+from .identity import STRONG_THRESHOLD, needs_review
	29	+from .normalize import slugify
	30	+from .schema import Creator, PlatformAccount, now_iso
	31	+
	32	+ROOT = Path(__file__).resolve().parent.parent
	33	+DB_PATH = ROOT / "data" / "creaka.db"
	34	+
	35	+_SCHEMA = """
	36	+CREATE TABLE IF NOT EXISTS creators (
	37	+ id TEXT PRIMARY KEY,
	38	+ display_name TEXT NOT NULL,
	39	+ status TEXT NOT NULL DEFAULT 'active',
	40	+ is_minor INTEGER NOT NULL DEFAULT 0,
	41	+ region TEXT, city TEXT,
	42	+ niches TEXT, languages TEXT,
	43	+ creator_type TEXT, primary_platform TEXT,
	44	+ audience_tier TEXT, total_reach INTEGER,
	45	+ bio TEXT,
	46	+ first_seen TEXT, last_seen TEXT, updated_at TEXT,
	47	+ doc TEXT NOT NULL
	48	+);
	49	+CREATE TABLE IF NOT EXISTS accounts (
	50	+ platform TEXT NOT NULL,
	51	+ handle TEXT NOT NULL,
	52	+ creator_id TEXT NOT NULL REFERENCES creators(id) ON DELETE CASCADE,
	53	+ url TEXT NOT NULL,
	54	+ followers INTEGER,
	55	+ verified INTEGER,
	56	+ confidence REAL NOT NULL,
	57	+ signal TEXT,
	58	+ needs_review INTEGER NOT NULL DEFAULT 0,
	59	+ last_checked TEXT,
	60	+ metrics TEXT,
	61	+ PRIMARY KEY (platform, handle)
	62	+);
	63	+CREATE INDEX IF NOT EXISTS idx_accounts_creator ON accounts(creator_id);
	64	+CREATE INDEX IF NOT EXISTS idx_creators_status ON creators(status);
	65	+CREATE INDEX IF NOT EXISTS idx_creators_tier ON creators(audience_tier);
	66	+CREATE TABLE IF NOT EXISTS sync_log (
	67	+ id INTEGER PRIMARY KEY AUTOINCREMENT,
	68	+ ts TEXT NOT NULL,
	69	+ source TEXT NOT NULL,
	70	+ creators INTEGER, accounts INTEGER, avg_confidence REAL,
	71	+ added INTEGER, updated INTEGER, errors INTEGER, seconds REAL,
	72	+ alert TEXT
	73	+);
	74	+"""
	75	+
	76	+
	77	+def connect(path: Path \| str = DB_PATH) -> sqlite3.Connection:
	78	+ Path(path).parent.mkdir(parents=True, exist_ok=True)
	79	+ con = sqlite3.connect(path, check_same_thread=False)
	80	+ con.row_factory = sqlite3.Row
	81	+ con.execute("PRAGMA journal_mode=WAL")
	82	+ con.execute("PRAGMA foreign_keys=ON")
	83	+ con.executescript(_SCHEMA)
	84	+ # migrations légères (bases existantes)
	85	+ try:
	86	+ con.execute("ALTER TABLE accounts ADD COLUMN metrics TEXT")
	87	+ except sqlite3.OperationalError:
	88	+ pass
	89	+ return con
	90	+
	91	+
	92	+# --- (dé)sérialisation ----------------------------------------------------------
	93	+
	94	+def creator_to_doc(cr: Creator) -> str:
	95	+ return json.dumps(asdict(cr), ensure_ascii=False)
	96	+
	97	+
	98	+def creator_from_row(row: sqlite3.Row) -> Creator:
	99	+ doc = json.loads(row["doc"])
	100	+ doc["platforms"] = [PlatformAccount(**a) for a in doc.get("platforms", [])]
	101	+ cr = Creator(**doc)
	102	+ return cr
	103	+
	104	+
	105	+def _public_dict(row: sqlite3.Row, accounts: list[sqlite3.Row]) -> dict:
	106	+ """Fiche publique (API) : comptes « à vérifier » EXCLUS (§12.1)."""
	107	+ doc = json.loads(row["doc"])
	108	+ doc["id"] = row["id"]
	109	+ doc["first_seen"] = row["first_seen"]
	110	+ doc["last_seen"] = row["last_seen"]
	111	+ doc["updated_at"] = row["updated_at"]
	112	+ doc["platforms"] = [
	113	+ {"platform": a["platform"], "handle": a["handle"], "url": a["url"],
	114	+ "followers": a["followers"],
	115	+ "verified": bool(a["verified"]) if a["verified"] is not None else None,
	116	+ "confidence": a["confidence"], "last_checked": a["last_checked"],
	117	+ "metrics": json.loads(a["metrics"]) if a["metrics"] else {}}
	118	+ for a in accounts if not a["needs_review"]]
	119	+ # champs internes / sensibles jamais exposés tels quels
	120	+ doc.pop("source", None)
	121	+ doc.pop("external_id", None)
	122	+ doc.pop("legal_name", None)
	123	+ return doc
	124	+
	125	+
	126	+# --- écriture -------------------------------------------------------------------
	127	+
	128	+def _unique_id(con: sqlite3.Connection, base: str) -> str:
	129	+ cid, n = base, 2
	130	+ while con.execute("SELECT 1 FROM creators WHERE id=?", (cid,)).fetchone():
	131	+ cid = f"{base}-{n}"
	132	+ n += 1
	133	+ return cid
	134	+
	135	+
	136	+def _write_creator(con: sqlite3.Connection, cid: str, cr: Creator,
	137	+ first_seen: str, ts: str) -> None:
	138	+ con.execute(
	139	+ """INSERT INTO creators (id, display_name, status, is_minor, region, city,
	140	+ niches, languages, creator_type, primary_platform, audience_tier,
	141	+ total_reach, bio, first_seen, last_seen, updated_at, doc)
	142	+ VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)
	143	+ ON CONFLICT(id) DO UPDATE SET
	144	+ display_name=excluded.display_name, status=excluded.status,
	145	+ is_minor=excluded.is_minor, region=excluded.region, city=excluded.city,
	146	+ niches=excluded.niches, languages=excluded.languages,
	147	+ creator_type=excluded.creator_type,
	148	+ primary_platform=excluded.primary_platform,
	149	+ audience_tier=excluded.audience_tier, total_reach=excluded.total_reach,
	150	+ bio=excluded.bio, last_seen=excluded.last_seen,
	151	+ updated_at=excluded.updated_at, doc=excluded.doc""",
	152	+ (cid, cr.display_name, cr.status, int(cr.is_minor), cr.region, cr.city,
	153	+ ",".join(cr.niches), ",".join(cr.languages), cr.creator_type,
	154	+ cr.primary_platform, cr.audience_tier, cr.total_reach, cr.bio,
	155	+ first_seen, ts, ts, creator_to_doc(cr)))
	156	+ con.execute("DELETE FROM accounts WHERE creator_id=?", (cid,))
	157	+ for acc in cr.platforms:
	158	+ con.execute(
	159	+ """INSERT INTO accounts (platform, handle, creator_id, url, followers,
	160	+ verified, confidence, signal, needs_review, last_checked, metrics)
	161	+ VALUES (?,?,?,?,?,?,?,?,?,?,?)
	162	+ ON CONFLICT(platform, handle) DO UPDATE SET
	163	+ creator_id=excluded.creator_id, url=excluded.url,
	164	+ followers=excluded.followers, verified=excluded.verified,
	165	+ confidence=excluded.confidence, signal=excluded.signal,
	166	+ needs_review=excluded.needs_review,
	167	+ last_checked=excluded.last_checked, metrics=excluded.metrics""",
	168	+ (acc.platform, acc.handle, cid, acc.url, acc.followers,
	169	+ None if acc.verified is None else int(acc.verified),
	170	+ acc.confidence, acc.signal, int(needs_review(acc)), acc.last_checked,
	171	+ json.dumps(acc.metrics, ensure_ascii=False) if acc.metrics else None))
	172	+
	173	+
	174	+def _find_existing(con: sqlite3.Connection, cr: Creator) -> str \| None:
	175	+ """Fiche existante partageant un compte FORT avec la fiche entrante (§12.2)."""
	176	+ for acc in cr.platforms:
	177	+ if (acc.confidence or 0) < STRONG_THRESHOLD:
	178	+ continue
	179	+ row = con.execute(
	180	+ "SELECT creator_id FROM accounts WHERE platform=? AND handle=? "
	181	+ "AND confidence>=?", (acc.platform, acc.handle, STRONG_THRESHOLD)
	182	+ ).fetchone()
	183	+ if row:
	184	+ return row["creator_id"]
	185	+ return None
	186	+
	187	+
	188	+def sync_source(con: sqlite3.Connection, source_id: str,
	189	+ creators: list[Creator]) -> dict:
	190	+ """Synchronise le lot d'une source : ajouts, fusions, mises à jour, opt-out."""
	191	+ ts = now_iso()
	192	+ added = updated = skipped_optout = 0
	193	+ confs: list[float] = []
	194	+ for cr in creators:
	195	+ cr = ethics.scrub(cr)
	196	+ # opt-out : jamais ré-agrégé (§15) ; si une fiche existe, la masquer
	197	+ if ethics.is_opted_out(cr):
	198	+ skipped_optout += 1
	199	+ existing = _find_existing(con, cr)
	200	+ if existing:
	201	+ con.execute("UPDATE creators SET status='opted_out', updated_at=? "
	202	+ "WHERE id=?", (ts, existing))
	203	+ continue
	204	+ confs.extend(a.confidence or 0 for a in cr.platforms)
	205	+ existing_id = _find_existing(con, cr)
	206	+ if existing_id:
	207	+ row = con.execute("SELECT * FROM creators WHERE id=?",
	208	+ (existing_id,)).fetchone()
	209	+ current = creator_from_row(row)
	210	+ if current.status == "opted_out":
	211	+ continue # masqué : on ne ré-agrège pas
	212	+ if should_merge(current, cr):
	213	+ merged = merge_creators(current, cr)
	214	+ _write_creator(con, existing_id, merged, row["first_seen"], ts)
	215	+ updated += 1
	216	+ continue
	217	+ cid = _unique_id(con, slugify(cr.display_name))
	218	+ _write_creator(con, cid, cr, ts, ts)
	219	+ added += 1
	220	+ con.commit()
	221	+ n_acc = sum(len(c.platforms) for c in creators)
	222	+ stats = {"source": source_id, "creators": len(creators), "accounts": n_acc,
	223	+ "added": added, "updated": updated, "optout_skipped": skipped_optout,
	224	+ "avg_confidence": round(sum(confs) / len(confs), 3) if confs else None}
	225	+ alert = None
	226	+ if not creators:
	227	+ alert = "0 créateur retourné — source possiblement bloquée"
	228	+ stats["alert"] = alert
	229	+ con.execute(
	230	+ "INSERT INTO sync_log (ts, source, creators, accounts, avg_confidence,"
	231	+ " added, updated, errors, seconds, alert) VALUES (?,?,?,?,?,?,?,0,0,?)",
	232	+ (ts, source_id, len(creators), n_acc, stats["avg_confidence"],
	233	+ added, updated, alert))
	234	+ con.commit()
	235	+ return stats
	236	+
	237	+
	238	+def log_failure(con: sqlite3.Connection, source_id: str, message: str) -> None:
	239	+ con.execute(
	240	+ "INSERT INTO sync_log (ts, source, creators, accounts, errors, alert)"
	241	+ " VALUES (?,?,0,0,1,?)", (now_iso(), source_id, message[:500]))
	242	+ con.commit()
	243	+
	244	+
	245	+def apply_optout(con: sqlite3.Connection, *, name: str \| None = None,
	246	+ account: str \| None = None) -> int:
	247	+ """Masque immédiatement les fiches correspondant à une demande de retrait."""
	248	+ ids: set[str] = set()
	249	+ if account and ":" in account:
	250	+ platform, handle = account.lower().split(":", 1)
	251	+ for row in con.execute(
	252	+ "SELECT creator_id FROM accounts WHERE platform=? AND handle=?",
	253	+ (platform, handle.lstrip("@"))):
	254	+ ids.add(row["creator_id"])
	255	+ if name:
	256	+ from .dedup import name_key
	257	+ for row in con.execute("SELECT id, display_name FROM creators"):
	258	+ if name_key(row["display_name"]) == name_key(name):
	259	+ ids.add(row["id"])
	260	+ ts = now_iso()
	261	+ for cid in ids:
	262	+ con.execute("UPDATE creators SET status='opted_out', updated_at=? WHERE id=?",
	263	+ (ts, cid))
	264	+ con.commit()
	265	+ return len(ids)
	266	+
	267	+
	268	+# --- lecture (API) ----------------------------------------------------------------
	269	+
	270	+_TIERS = ("nano", "micro", "macro", "mega")
	271	+
	272	+
	273	+def search(con: sqlite3.Connection, *, q: str = "", niche: str = "",
	274	+ region: str = "", langue: str = "", plateforme: str = "",
	275	+ tier: str = "", sort: str = "reach", limit: int = 60,
	276	+ offset: int = 0) -> dict:
	277	+ """Recherche annuaire : filtres niche/région/langue/plateforme/taille + texte.
	278	+
	279	+ Les fiches `opted_out` sont TOUJOURS exclues ; les fiches de mineurs sont
	280	+ exclues de l'annuaire public (prudence extrême, §15).
	281	+ """
	282	+ where = ["status='active'", "is_minor=0"]
	283	+ params: list = []
	284	+ if q:
	285	+ where.append("(lower(display_name) LIKE ? OR lower(bio) LIKE ?)")
	286	+ needle = f"%{q.lower()}%"
	287	+ params += [needle, needle]
	288	+ if niche:
	289	+ where.append("(','\|\|niches\|\|',') LIKE ?")
	290	+ params.append(f"%,{niche},%")
	291	+ if region:
	292	+ where.append("region=?")
	293	+ params.append(region)
	294	+ if langue:
	295	+ where.append("(','\|\|languages\|\|',') LIKE ?")
	296	+ params.append(f"%,{langue},%")
	297	+ if tier in _TIERS:
	298	+ where.append("audience_tier=?")
	299	+ params.append(tier)
	300	+ if plateforme:
	301	+ where.append("id IN (SELECT creator_id FROM accounts WHERE platform=? "
	302	+ "AND needs_review=0)")
	303	+ params.append(plateforme)
	304	+ order = {"reach": "total_reach IS NULL, total_reach DESC",
	305	+ "nom": "display_name COLLATE NOCASE ASC",
	306	+ "recent": "updated_at DESC"}.get(sort, "total_reach IS NULL, total_reach DESC")
	307	+ sql_where = " AND ".join(where)
	308	+ total = con.execute(f"SELECT COUNT(*) c FROM creators WHERE {sql_where}",
	309	+ params).fetchone()["c"]
	310	+ rows = con.execute(
	311	+ f"SELECT * FROM creators WHERE {sql_where} ORDER BY {order} LIMIT ? OFFSET ?",
	312	+ params + [max(1, min(200, limit)), max(0, offset)]).fetchall()
	313	+ items = []
	314	+ for row in rows:
	315	+ accounts = con.execute(
	316	+ "SELECT * FROM accounts WHERE creator_id=? ORDER BY followers DESC",
	317	+ (row["id"],)).fetchall()
	318	+ items.append(_public_dict(row, accounts))
	319	+ return {"total": total, "count": len(items), "offset": offset, "items": items}
	320	+
	321	+
	322	+def get_creator(con: sqlite3.Connection, cid: str) -> dict \| None:
	323	+ row = con.execute(
	324	+ "SELECT * FROM creators WHERE id=? AND status='active' AND is_minor=0",
	325	+ (cid,)).fetchone()
	326	+ if not row:
	327	+ return None
	328	+ accounts = con.execute(
	329	+ "SELECT * FROM accounts WHERE creator_id=? ORDER BY followers DESC",
	330	+ (row["id"],)).fetchall()
	331	+ return _public_dict(row, accounts)
	332	+
	333	+
	334	+def stats(con: sqlite3.Connection) -> dict:
	335	+ """Statistiques d'ensemble pour l'accueil de l'annuaire."""
	336	+ base = "FROM creators WHERE status='active' AND is_minor=0"
	337	+ n = con.execute(f"SELECT COUNT(*) c {base}").fetchone()["c"]
	338	+ n_acc = con.execute(
	339	+ "SELECT COUNT(*) c FROM accounts a JOIN creators c2 ON c2.id=a.creator_id"
	340	+ " WHERE a.needs_review=0 AND c2.status='active' AND c2.is_minor=0"
	341	+ ).fetchone()["c"]
	342	+ by_platform = {r["platform"]: r["c"] for r in con.execute(
	343	+ "SELECT a.platform, COUNT(*) c FROM accounts a JOIN creators c2 "
	344	+ "ON c2.id=a.creator_id WHERE a.needs_review=0 AND c2.status='active' "
	345	+ "AND c2.is_minor=0 GROUP BY a.platform ORDER BY c DESC")}
	346	+ by_tier = {r["audience_tier"]: r["c"] for r in con.execute(
	347	+ f"SELECT audience_tier, COUNT(*) c {base} GROUP BY audience_tier")}
	348	+ niches: dict[str, int] = {}
	349	+ for row in con.execute(f"SELECT niches {base}"):
	350	+ for nch in (row["niches"] or "").split(","):
	351	+ if nch:
	352	+ niches[nch] = niches.get(nch, 0) + 1
	353	+ regions: dict[str, int] = {}
	354	+ for row in con.execute(f"SELECT region {base} AND region IS NOT NULL"):
	355	+ regions[row["region"]] = regions.get(row["region"], 0) + 1
	356	+ last_sync = con.execute(
	357	+ "SELECT ts FROM sync_log ORDER BY id DESC LIMIT 1").fetchone()
	358	+ return {"creators": n, "accounts": n_acc, "by_platform": by_platform,
	359	+ "by_tier": by_tier,
	360	+ "by_niche": dict(sorted(niches.items(), key=lambda x: -x[1])),
	361	+ "by_region": dict(sorted(regions.items(), key=lambda x: -x[1])),
	362	+ "last_sync": last_sync["ts"] if last_sync else None}

added creaka/dedup.py +93 −0

		`@@ -0,0 +1,93 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/dedup.py
	4	+# Desc: Déduplication des créateurs — fusion prudente multi-sources
	5	+# (CLAUDE.md §12.2 : jamais de fusion sur le seul nom — homonymes !)
	6	+# ==============================================================================
	7	+"""Déduplication : un créateur = UNE fiche canonique.
	8	+
	9	+Règle de fusion (§12.2) : deux fiches ne fusionnent QUE si elles partagent au
	10	+moins un compte (plateforme+handle) à confiance élevée des deux côtés. Le nom
	11	+seul ne suffit JAMAIS — une erreur de fusion mélange deux personnes réelles.
	12	+"""
	13	+from __future__ import annotations
	14	+
	15	+from .identity import STRONG_THRESHOLD, merge_accounts
	16	+from .normalize import strip_accents
	17	+from .schema import Creator
	18	+
	19	+
	20	+def name_key(name: str) -> str:
	21	+ """Clé de comparaison de nom (accents/casse neutralisés) — INDICATIVE seulement."""
	22	+ return " ".join(strip_accents(name or "").lower().split())
	23	+
	24	+
	25	+def shared_strong_account(a: Creator, b: Creator) -> bool:
	26	+ """Vrai si a et b partagent ≥1 compte à confiance ≥ STRONG_THRESHOLD des 2 côtés."""
	27	+ strong_a = {acc.key for acc in a.platforms
	28	+ if (acc.confidence or 0) >= STRONG_THRESHOLD}
	29	+ for acc in b.platforms:
	30	+ if acc.key in strong_a and (acc.confidence or 0) >= STRONG_THRESHOLD:
	31	+ return True
	32	+ return False
	33	+
	34	+
	35	+def should_merge(a: Creator, b: Creator) -> bool:
	36	+ """Décision de fusion : compte fort partagé requis. Homonymes ≠ fusion."""
	37	+ return shared_strong_account(a, b)
	38	+
	39	+
	40	+def merge_creators(canon: Creator, other: Creator) -> Creator:
	41	+ """Fusionne `other` dans `canon` : union des comptes, meilleure valeur par champ.
	42	+
	43	+ On ne perd aucun lien vérifié ; les champs descriptifs prennent la valeur
	44	+ la plus riche (bio la plus longue, champ non nul).
	45	+ """
	46	+ canon.platforms = merge_accounts(canon.platforms, other.platforms)
	47	+ canon.source_ids = sorted(set(canon.source_ids) \| set(other.source_ids))
	48	+ if len(other.bio or "") > len(canon.bio or ""):
	49	+ canon.bio = other.bio
	50	+ if len(other.notes or "") > len(canon.notes or ""):
	51	+ canon.notes = other.notes
	52	+ canon.niches = sorted(set(canon.niches) \| set(other.niches)) or ["autre"]
	53	+ canon.languages = sorted(set(canon.languages) \| set(other.languages)) or ["fr"]
	54	+ for field_ in ("region", "city", "legal_name", "business_contact",
	55	+ "agency", "link_in_bio_url", "avatar_url"):
	56	+ if getattr(canon, field_) in (None, "") and getattr(other, field_):
	57	+ setattr(canon, field_, getattr(other, field_))
	58	+ # prudence maximale : si UNE source signale un mineur, le régime s'applique
	59	+ canon.is_minor = canon.is_minor or other.is_minor
	60	+ # opt-out prime sur tout (§15)
	61	+ if "opted_out" in (canon.status, other.status):
	62	+ canon.status = "opted_out"
	63	+ # recalculer les agrégats (tier, portée, plateforme principale)
	64	+ canon.audience_tier = ""
	65	+ canon.primary_platform = ""
	66	+ canon.total_reach = None
	67	+ return canon.finalize()
	68	+
	69	+
	70	+def dedupe(creators: list[Creator]) -> list[Creator]:
	71	+ """Déduplique une liste de fiches (intra-lot). Utilisé par l'ingestion.
	72	+
	73	+ Index par clé de compte : deux fiches partageant un compte fort fusionnent.
	74	+ """
	75	+ canon_by_acc: dict[str, Creator] = {}
	76	+ result: list[Creator] = []
	77	+ for cr in creators:
	78	+ target = None
	79	+ for acc in cr.platforms:
	80	+ if (acc.confidence or 0) >= STRONG_THRESHOLD and acc.key in canon_by_acc:
	81	+ cand = canon_by_acc[acc.key]
	82	+ if should_merge(cand, cr):
	83	+ target = cand
	84	+ break
	85	+ if target is None:
	86	+ result.append(cr)
	87	+ target = cr
	88	+ else:
	89	+ merge_creators(target, cr)
	90	+ for acc in target.platforms:
	91	+ if (acc.confidence or 0) >= STRONG_THRESHOLD:
	92	+ canon_by_acc[acc.key] = target
	93	+ return result

added creaka/ethics.py +114 −0

		`@@ -0,0 +1,114 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/ethics.py
	4	+# Desc: Vie privée & éthique — garde anti-données-privées, opt-out persistant,
	5	+# régime restreint des mineurs (CLAUDE.md §15 — PRIME SUR TOUT)
	6	+# ==============================================================================
	7	+"""Contrôles éthiques appliqués à CHAQUE fiche avant stockage.
	8	+
	9	+- `scrub()` : purge toute donnée d'apparence privée (téléphones, adresses
	10	+ civiques, courriels non déclarés comme professionnels publics).
	11	+- Opt-out : liste de suppression persistante (data/optout.json). Une fiche
	12	+ opted_out est masquée et EXCLUE des ré-agrégations futures.
	13	+- Mineurs : régime restreint (pas de contact, pas de localisation précise).
	14	+"""
	15	+from __future__ import annotations
	16	+
	17	+import json
	18	+import re
	19	+import threading
	20	+from pathlib import Path
	21	+
	22	+from .dedup import name_key
	23	+from .schema import Creator
	24	+
	25	+ROOT = Path(__file__).resolve().parent.parent
	26	+OPTOUT_PATH = ROOT / "data" / "optout.json"
	27	+OPTOUT_REQUESTS_PATH = ROOT / "data" / "optout_requests.jsonl"
	28	+
	29	+_lock = threading.Lock()
	30	+
	31	+# téléphone nord-américain / adresse civique — n'ont RIEN à faire dans une bio
	32	+_PHONE_RE = re.compile(r"$?\b\d{3}$?[\s.\-]\d{3}[\s.\-]\d{4}\b")
	33	+_CIVIC_RE = re.compile(
	34	+ r"\b\d{1,5},?\s+(?:rue\|avenue\|av\.\|boulevard\|boul\.\|chemin\|app\.?\|apt\.?)\s", re.I)
	35	+_EMAIL_RE = re.compile(r"[\w.+-]+@[\w-]+\.[\w.]+")
	36	+# domaines de courriel personnel : jamais conservés même si trouvés en clair
	37	+_PERSONAL_EMAIL_DOMAINS = ("gmail.", "hotmail.", "outlook.", "yahoo.", "icloud.",
	38	+ "videotron.", "live.", "protonmail.", "me.com")
	39	+
	40	+
	41	+def scrub(creator: Creator) -> Creator:
	42	+ """Purge les données privées d'une fiche (bio, notes, contact). Idempotent."""
	43	+ for field_ in ("bio", "notes"):
	44	+ text = getattr(creator, field_) or ""
	45	+ text = _PHONE_RE.sub("[retiré]", text)
	46	+ text = _CIVIC_RE.sub("[retiré] ", text)
	47	+ text = _EMAIL_RE.sub("[retiré]", text)
	48	+ setattr(creator, field_, text)
	49	+ # business_contact : uniquement un courriel PRO affiché publiquement.
	50	+ # Un domaine grand public (gmail, hotmail…) est traité comme personnel → retiré.
	51	+ bc = creator.business_contact
	52	+ if bc:
	53	+ bc = bc.strip().lower()
	54	+ if not _EMAIL_RE.fullmatch(bc) or any(d in bc for d in _PERSONAL_EMAIL_DOMAINS):
	55	+ creator.business_contact = None
	56	+ # régime restreint des mineurs (§15)
	57	+ if creator.is_minor:
	58	+ creator.business_contact = None
	59	+ creator.city = None
	60	+ creator.region = None
	61	+ creator.legal_name = None
	62	+ return creator
	63	+
	64	+
	65	+# --- opt-out -------------------------------------------------------------------
	66	+
	67	+def _load_optout() -> dict:
	68	+ if OPTOUT_PATH.exists():
	69	+ try:
	70	+ return json.loads(OPTOUT_PATH.read_text(encoding="utf-8"))
	71	+ except Exception:
	72	+ pass
	73	+ return {"names": [], "accounts": []}
	74	+
	75	+
	76	+def optout_keys() -> tuple[set[str], set[str]]:
	77	+ """(clés de noms, clés de comptes plateforme:handle) de la liste de suppression."""
	78	+ data = _load_optout()
	79	+ names = {name_key(n) for n in data.get("names", []) if n}
	80	+ accounts = {a.strip().lower() for a in data.get("accounts", []) if a}
	81	+ return names, accounts
	82	+
	83	+
	84	+def is_opted_out(creator: Creator) -> bool:
	85	+ """Vrai si la fiche correspond à la liste de suppression persistante.
	86	+
	87	+ Correspondance par COMPTE (plateforme:handle — fiable) ou par nom exact
	88	+ (filet de sécurité : on préfère masquer trop que pas assez, §15).
	89	+ """
	90	+ names, accounts = optout_keys()
	91	+ if name_key(creator.display_name) in names:
	92	+ return True
	93	+ return any(acc.key in accounts for acc in creator.platforms)
	94	+
	95	+
	96	+def add_optout(name: str \| None = None, account: str \| None = None,
	97	+ reason: str = "", contact: str = "") -> None:
	98	+ """Ajoute une entrée à la liste de suppression + journalise la demande."""
	99	+ with _lock:
	100	+ data = _load_optout()
	101	+ if name and name_key(name) not in {name_key(n) for n in data["names"]}:
	102	+ data["names"].append(name)
	103	+ if account:
	104	+ account = account.strip().lower()
	105	+ if account not in data["accounts"]:
	106	+ data["accounts"].append(account)
	107	+ OPTOUT_PATH.parent.mkdir(parents=True, exist_ok=True)
	108	+ OPTOUT_PATH.write_text(
	109	+ json.dumps(data, ensure_ascii=False, indent=1), encoding="utf-8")
	110	+ from .schema import now_iso
	111	+ with OPTOUT_REQUESTS_PATH.open("a", encoding="utf-8") as fh:
	112	+ fh.write(json.dumps({"ts": now_iso(), "name": name, "account": account,
	113	+ "reason": reason[:500], "contact": contact[:200]},
	114	+ ensure_ascii=False) + "\n")

added creaka/identity.py +81 −0

		`@@ -0,0 +1,81 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/identity.py
	4	+# Desc: Résolution d'identité — rattacher les bons comptes à la bonne personne
	5	+# avec un score de confiance par signal (CLAUDE.md §12.1)
	6	+# ==============================================================================
	7	+"""Résolution d'identité : LE cœur du projet.
	8	+
	9	+Chaque rattachement de compte porte un score `confidence` selon le signal qui
	10	+l'a produit (du plus fort au plus faible, §12.1). Sous `REVIEW_THRESHOLD`, le
	11	+compte est marqué « à vérifier » et EXCLU de la fiche publique plutôt que
	12	+rattaché à tort — mieux vaut un lien vérifié de moins qu'un lien erroné.
	13	+"""
	14	+from __future__ import annotations
	15	+
	16	+from .schema import PlatformAccount
	17	+
	18	+# signaux §12.1, du plus fort au plus faible
	19	+SIGNAL_CONFIDENCE: dict[str, float] = {
	20	+ "profil_source": 0.98, # le compte DONT la fiche est issue (attribution inhérente)
	21	+ "link_in_bio": 0.95, # page Linktree/Beacons du créateur listant le compte
	22	+ "api_officielle": 0.95, # confirmé par l'API officielle de la plateforme
	23	+ "cross_link": 0.90, # un profil vérifié pointe vers l'autre (bio IG → TikTok)
	24	+ "listes_medias": 0.85, # listes/palmarès médias croisés (plusieurs sources concordantes)
	25	+ "base_publique": 0.85, # base de connaissances publique curée (Wikidata/Wikipédia)
	26	+ "handle_match": 0.75, # même handle + même nom d'affichage sur 2 plateformes
	27	+ "mention": 0.60, # mentions réciproques / mêmes liens externes
	28	+ "inconnu": 0.40,
	29	+}
	30	+
	31	+# sous ce seuil : « à vérifier », jamais publié comme rattaché
	32	+REVIEW_THRESHOLD = 0.50
	33	+# à partir de ce seuil : compte considéré fiable pour la déduplication (§12.2)
	34	+STRONG_THRESHOLD = 0.75
	35	+
	36	+
	37	+def confidence_for(signal: str) -> float:
	38	+ return SIGNAL_CONFIDENCE.get(signal, SIGNAL_CONFIDENCE["inconnu"])
	39	+
	40	+
	41	+def account(platform: str, handle: str, signal: str, *,
	42	+ followers: int \| None = None, url: str = "",
	43	+ verified: bool \| None = None) -> PlatformAccount:
	44	+ """Fabrique un compte avec la confiance du signal fourni (helper connecteurs)."""
	45	+ return PlatformAccount(platform=platform, handle=handle, url=url,
	46	+ followers=followers, verified=verified,
	47	+ confidence=confidence_for(signal), signal=signal)
	48	+
	49	+
	50	+def needs_review(acc: PlatformAccount) -> bool:
	51	+ return (acc.confidence or 0.0) < REVIEW_THRESHOLD
	52	+
	53	+
	54	+def is_strong(acc: PlatformAccount) -> bool:
	55	+ return (acc.confidence or 0.0) >= STRONG_THRESHOLD
	56	+
	57	+
	58	+def merge_accounts(existing: list[PlatformAccount],
	59	+ incoming: list[PlatformAccount]) -> list[PlatformAccount]:
	60	+ """Union de deux listes de comptes — on ne perd AUCUN lien vérifié (§12.2).
	61	+
	62	+ Même compte (plateforme+handle) : la meilleure confiance gagne ; les champs
	63	+ factuels (abonnés, badge) prennent la valeur la plus fraîche non nulle.
	64	+ """
	65	+ by_key: dict[str, PlatformAccount] = {a.key: a for a in existing}
	66	+ for acc in incoming:
	67	+ prev = by_key.get(acc.key)
	68	+ if prev is None:
	69	+ by_key[acc.key] = acc
	70	+ continue
	71	+ best = acc if (acc.confidence or 0) >= (prev.confidence or 0) else prev
	72	+ other = prev if best is acc else acc
	73	+ if best.followers is None:
	74	+ best.followers = other.followers
	75	+ if best.verified is None:
	76	+ best.verified = other.verified
	77	+ best.metrics = {other.metrics, best.metrics}
	78	+ best.last_checked = max(best.last_checked, other.last_checked)
	79	+ by_key[acc.key] = best
	80	+ return sorted(by_key.values(),
	81	+ key=lambda a: (a.followers is None, -(a.followers or 0)))

added creaka/ingest.py +100 −0

		`@@ -0,0 +1,100 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/ingest.py
	4	+# Desc: Pipeline d'ingestion — découverte puis enrichissement par plateforme,
	5	+# synchronisation de la base (ajouts / fusions / mises à jour)
	6	+# ==============================================================================
	7	+"""Pipeline Créa-Ka (calqué sur louka/ingest.py).
	8	+
	9	+Ordre d'un passage complet :
	10	+1. connecteurs DÉCOUVERTE (listes médias, hashtags, agences…) → nouvelles fiches ;
	11	+2. connecteurs ENRICHISSEMENT par plateforme (instagram, tiktok, youtube,
	12	+ twitch) → métriques fraîches + liens croisés, créateur par créateur ;
	13	+3. link-in-bio EN DERNIER : il consomme les `link_in_bio_url` découvertes à
	14	+ l'étape 2 et révèle d'un coup tous les comptes restants (§8-9).
	15	+
	16	+Logging structuré par source : créateurs, comptes, confiance moyenne, durée,
	17	+erreurs (§16) ; alerte si une source ne retourne plus rien (§18 monitoring).
	18	+"""
	19	+from __future__ import annotations
	20	+
	21	+import sys
	22	+import time
	23	+import traceback
	24	+
	25	+from . import db
	26	+from .connectors import CONNECTORS
	27	+from .dedup import dedupe
	28	+
	29	+# ordre d'exécution des connecteurs d'enrichissement (link-in-bio en dernier)
	30	+ENRICH_ORDER = ["instagram-profil", "tiktok-profil", "youtube", "twitch",
	31	+ "link-in-bio"]
	32	+
	33	+
	34	+def _finalize_batch(creators: list) -> tuple[list, int]:
	35	+ finalized, dropped = [], 0
	36	+ for cr in creators:
	37	+ try:
	38	+ finalized.append(cr.finalize())
	39	+ except Exception: # une fiche malformée ne bloque pas la source
	40	+ dropped += 1
	41	+ return finalized, dropped
	42	+
	43	+
	44	+def load_active(con) -> list:
	45	+ """Fiches actives (jamais les opted_out : exclues des ré-agrégations, §15)."""
	46	+ rows = con.execute(
	47	+ "SELECT * FROM creators WHERE status='active' ORDER BY total_reach DESC"
	48	+ ).fetchall()
	49	+ return [db.creator_from_row(r) for r in rows]
	50	+
	51	+
	52	+def run(sources: list[str] \| None = None) -> list[dict]:
	53	+ """Exécute l'ingestion pour toutes les sources (ou celles demandées)."""
	54	+ con = db.connect()
	55	+ results: list[dict] = []
	56	+ discovery = [sid for sid, cls in CONNECTORS.items() if cls.kind == "discovery"]
	57	+ enrichment = [sid for sid in ENRICH_ORDER if sid in CONNECTORS]
	58	+ enrichment += [sid for sid, cls in CONNECTORS.items()
	59	+ if cls.kind == "enrichment" and sid not in enrichment]
	60	+ targets = sources or (discovery + enrichment)
	61	+
	62	+ for sid in targets:
	63	+ cls = CONNECTORS.get(sid)
	64	+ if cls is None:
	65	+ print(f"[crea-ka] connecteur inconnu : {sid}", file=sys.stderr)
	66	+ continue
	67	+ t0 = time.time()
	68	+ print(f"[crea-ka] sync {sid} ({cls.kind}) ...")
	69	+ try:
	70	+ connector = cls()
	71	+ if cls.kind == "discovery":
	72	+ batch = connector.fetch()
	73	+ else:
	74	+ batch = connector.enrich(load_active(con))
	75	+ finalized, dropped = _finalize_batch(batch)
	76	+ finalized = dedupe(finalized) # dédup intra-lot avant la base
	77	+ stats = db.sync_source(con, sid, finalized)
	78	+ stats["seconds"] = round(time.time() - t0, 1)
	79	+ if dropped:
	80	+ stats["dropped"] = dropped
	81	+ if stats.get("alert") and cls.kind == "discovery":
	82	+ print(f"[crea-ka] ⚠ ALERTE {sid} : {stats['alert']}")
	83	+ print(f"[crea-ka] {stats}")
	84	+ results.append(stats)
	85	+ except Exception as exc: # robustesse : une source ne bloque pas les autres
	86	+ db.log_failure(con, sid, f"{exc}")
	87	+ traceback.print_exc()
	88	+ results.append({"source": sid, "error": str(exc)})
	89	+ return results
	90	+
	91	+
	92	+def watch(interval_seconds: int = 86400) -> None:
	93	+ """Synchronisation en boucle (cadence §14 — défaut : quotidienne)."""
	94	+ while True:
	95	+ try:
	96	+ run()
	97	+ except Exception:
	98	+ traceback.print_exc()
	99	+ print(f"[crea-ka] prochain passage dans {interval_seconds}s")
	100	+ time.sleep(interval_seconds)

added creaka/normalize.py +362 −0

		`@@ -0,0 +1,362 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/normalize.py
	4	+# Desc: Normalisation commune — handles, URLs canoniques par plateforme,
	5	+# niches, régions, langue, taille d'audience (voir CLAUDE.md §6, §7, §11)
	6	+# ==============================================================================
	7	+"""Couche de normalisation partagée par tous les connecteurs.
	8	+
	9	+Chaque connecteur remplit des champs bruts ; `schema.Creator.finalize()`
	10	+appelle ces fonctions pour produire une fiche canonique. Idempotent.
	11	+"""
	12	+from __future__ import annotations
	13	+
	14	+import re
	15	+import unicodedata
	16	+
	17	+# --- taxonomies (CLAUDE.md §6) ------------------------------------------------
	18	+NICHES = {
	19	+ "humour", "mode", "beaute", "lifestyle", "famille-parentalite", "cuisine",
	20	+ "gaming", "tech", "sport-fitness", "plein-air", "voyage", "musique", "arts",
	21	+ "danse", "education", "finance-affaires", "sante-mieux-etre", "bouffe-resto",
	22	+ "actualite-opinion", "autre",
	23	+}
	24	+
	25	+PLATFORMS = {
	26	+ "instagram", "tiktok", "youtube", "twitch", "kick", "x", "facebook",
	27	+ "snapchat", "substack", "patreon", "onlyfans", "linkedin", "threads",
	28	+ "podcast", "site-web", "autre",
	29	+}
	30	+
	31	+CREATOR_TYPES = {
	32	+ "influenceur", "youtubeur", "streamer", "podcasteur", "createur-tiktok",
	33	+ "createur-ecrit", "musicien", "humoriste", "autre",
	34	+}
	35	+
	36	+LANGUAGES = {"fr", "en", "bilingue"}
	37	+
	38	+REGIONS = {
	39	+ "Bas-Saint-Laurent", "Saguenay–Lac-Saint-Jean", "Capitale-Nationale",
	40	+ "Mauricie", "Estrie", "Montréal", "Outaouais", "Abitibi-Témiscamingue",
	41	+ "Côte-Nord", "Nord-du-Québec", "Gaspésie–Îles-de-la-Madeleine",
	42	+ "Chaudière-Appalaches", "Laval", "Lanaudière", "Laurentides",
	43	+ "Montérégie", "Centre-du-Québec",
	44	+}
	45	+
	46	+# --- URLs canoniques par plateforme (CLAUDE.md §11) ---------------------------
	47	+# gabarit : handle SANS @ ; None = pas de forme canonique (garder l'URL source)
	48	+_URL_TEMPLATES: dict[str, str \| None] = {
	49	+ "instagram": "https://www.instagram.com/{h}/",
	50	+ "tiktok": "https://www.tiktok.com/@{h}",
	51	+ "youtube": "https://www.youtube.com/@{h}",
	52	+ "twitch": "https://www.twitch.tv/{h}",
	53	+ "kick": "https://kick.com/{h}",
	54	+ "x": "https://x.com/{h}",
	55	+ "facebook": "https://www.facebook.com/{h}",
	56	+ "snapchat": "https://www.snapchat.com/add/{h}",
	57	+ "substack": "https://{h}.substack.com",
	58	+ "patreon": "https://www.patreon.com/{h}",
	59	+ "onlyfans": "https://onlyfans.com/{h}",
	60	+ "linkedin": "https://www.linkedin.com/in/{h}",
	61	+ "threads": "https://www.threads.net/@{h}",
	62	+ "podcast": None,
	63	+ "site-web": None,
	64	+ "autre": None,
	65	+}
	66	+
	67	+# détection de plateforme à partir d'une URL (pages link-in-bio, bios, etc.)
	68	+_URL_PLATFORM_RES: list[tuple[str, re.Pattern]] = [
	69	+ ("instagram", re.compile(r"instagram\.com/([\w.\-]+)", re.I)),
	70	+ ("tiktok", re.compile(r"tiktok\.com/@([\w.\-]+)", re.I)),
	71	+ ("youtube", re.compile(r"youtube\.com/(?:@\|c/\|user/\|channel/)([\w.\-]+)", re.I)),
	72	+ ("youtube", re.compile(r"youtu\.be/([\w.\-]+)", re.I)),
	73	+ ("twitch", re.compile(r"twitch\.tv/([\w.\-]+)", re.I)),
	74	+ ("kick", re.compile(r"kick\.com/([\w.\-]+)", re.I)),
	75	+ ("x", re.compile(r"(?:twitter\|x)\.com/([\w.\-]+)", re.I)),
	76	+ ("facebook", re.compile(r"facebook\.com/([\w.\-]+)", re.I)),
	77	+ ("snapchat", re.compile(r"snapchat\.com/add/([\w.\-]+)", re.I)),
	78	+ ("substack", re.compile(r"https?://([\w\-]+)\.substack\.com", re.I)),
	79	+ ("patreon", re.compile(r"patreon\.com/([\w.\-]+)", re.I)),
	80	+ ("onlyfans", re.compile(r"onlyfans\.com/([\w.\-]+)", re.I)),
	81	+ ("linkedin", re.compile(r"linkedin\.com/in/([\w.\-]+)", re.I)),
	82	+ ("threads", re.compile(r"threads\.net/@?([\w.\-]+)", re.I)),
	83	+]
	84	+
	85	+# chemins qui ne sont PAS des handles (pages génériques des plateformes)
	86	+_NOT_HANDLES = {
	87	+ "p", "reel", "reels", "stories", "share", "watch", "video", "videos",
	88	+ "playlist", "shorts", "live", "intent", "hashtag", "explore", "home",
	89	+ "profile.php", "groups", "pages", "events", "posts", "status", "search",
	90	+}
	91	+
	92	+
	93	+def strip_accents(text: str) -> str:
	94	+ """« Bédard » → « Bedard » (clés de comparaison, jamais pour l'affichage)."""
	95	+ return "".join(c for c in unicodedata.normalize("NFD", text)
	96	+ if unicodedata.category(c) != "Mn")
	97	+
	98	+
	99	+def slugify(text: str) -> str:
	100	+ """Nom d'affichage → slug d'identifiant interne (ex. « Enola Bédard » → enola-bedard)."""
	101	+ s = strip_accents(text or "").lower()
	102	+ s = re.sub(r"[^a-z0-9]+", "-", s).strip("-")
	103	+ return s or "inconnu"
	104	+
	105	+
	106	+def clean_handle(raw: str \| None) -> str:
	107	+ """Nettoie un handle brut : retire @, URL, espaces, barre finale ; minuscules.
	108	+
	109	+ Les handles des grandes plateformes sont insensibles à la casse — on
	110	+ normalise en minuscules pour la comparaison ET la forme canonique.
	111	+ """
	112	+ if not raw:
	113	+ return ""
	114	+ h = raw.strip()
	115	+ # si on a reçu une URL complète, garder le dernier segment utile
	116	+ if "://" in h or h.startswith("www."):
	117	+ h = h.rstrip("/").split("/")[-1]
	118	+ h = h.lstrip("@").split("?")[0].strip().strip("/")
	119	+ # ID de chaîne YouTube (UC…) : sensible à la casse — ne JAMAIS minusculiser
	120	+ if re.fullmatch(r"UC[0-9A-Za-z_-]{22}", h):
	121	+ return h
	122	+ return h.lower()
	123	+
	124	+
	125	+def normalize_platform(raw: str \| None) -> str:
	126	+ """Nom de plateforme brut → valeur canonique de §6.2 (défaut : « autre »)."""
	127	+ if not raw:
	128	+ return "autre"
	129	+ p = strip_accents(raw).lower().strip()
	130	+ aliases = {
	131	+ "ig": "instagram", "insta": "instagram", "instagram": "instagram",
	132	+ "tiktok": "tiktok", "tik-tok": "tiktok", "tik tok": "tiktok",
	133	+ "youtube": "youtube", "yt": "youtube",
	134	+ "twitch": "twitch", "kick": "kick",
	135	+ "twitter": "x", "x": "x",
	136	+ "facebook": "facebook", "fb": "facebook",
	137	+ "snapchat": "snapchat", "snap": "snapchat",
	138	+ "substack": "substack", "patreon": "patreon", "onlyfans": "onlyfans",
	139	+ "of": "onlyfans",
	140	+ "linkedin": "linkedin", "threads": "threads",
	141	+ "podcast": "podcast", "balado": "podcast",
	142	+ "site": "site-web", "site-web": "site-web", "website": "site-web",
	143	+ "web": "site-web", "blogue": "site-web", "blog": "site-web",
	144	+ }
	145	+ return aliases.get(p, p if p in PLATFORMS else "autre")
	146	+
	147	+
	148	+def canonical_url(platform: str, handle: str, fallback: str = "") -> str:
	149	+ """Forme canonique de l'URL d'un compte (CLAUDE.md §11)."""
	150	+ h = clean_handle(handle)
	151	+ # chaîne YouTube identifiée par son ID (pas de @handle connu)
	152	+ if platform == "youtube" and re.fullmatch(r"UC[0-9A-Za-z_-]{22}", h):
	153	+ return f"https://www.youtube.com/channel/{h}"
	154	+ tpl = _URL_TEMPLATES.get(platform)
	155	+ if tpl and h:
	156	+ return tpl.format(h=h)
	157	+ return fallback or ""
	158	+
	159	+
	160	+def platform_from_url(url: str) -> tuple[str, str] \| None:
	161	+ """URL → (plateforme, handle) si reconnue, sinon None.
	162	+
	163	+ Utilisé par le connecteur link-in-bio : chaque lien d'une page Linktree
	164	+ est classé ici. Les chemins génériques (posts, vidéos) sont rejetés.
	165	+ """
	166	+ if not url:
	167	+ return None
	168	+ for platform, rx in _URL_PLATFORM_RES:
	169	+ m = rx.search(url)
	170	+ if m:
	171	+ handle = clean_handle(m.group(1))
	172	+ if not handle or handle in _NOT_HANDLES:
	173	+ return None
	174	+ return platform, handle
	175	+ return None
	176	+
	177	+
	178	+def clean_name(raw: str \| None) -> str:
	179	+ """Nettoie un nom d'affichage (espaces, emojis décoratifs en bordure)."""
	180	+ if not raw:
	181	+ return ""
	182	+ name = re.sub(r"\s+", " ", raw).strip()
	183	+ # retirer les emojis/symboles en tête et en queue seulement (jamais au milieu :
	184	+ # certains noms de scène en contiennent volontairement)
	185	+ name = re.sub(r"^[\W_]+(?=\w)", "", name)
	186	+ name = re.sub(r"(?<=\w)[^\w).!?'’\"]+$", "", name)
	187	+ return name.strip()
	188	+
	189	+
	190	+def clean_bio(raw: str \| None) -> str:
	191	+ """Bio publique : espaces normalisés, longueur bornée."""
	192	+ if not raw:
	193	+ return ""
	194	+ bio = re.sub(r"[ \t]+", " ", raw).strip()
	195	+ return bio[:1200]
	196	+
	197	+
	198	+def map_niche(raw: str \| None) -> str:
	199	+ """Catégorie source → niche canonique (§6.1)."""
	200	+ if not raw:
	201	+ return "autre"
	202	+ c = strip_accents(raw).lower().strip()
	203	+ mapping = {
	204	+ "humour": "humour", "comedie": "humour", "comedy": "humour",
	205	+ "mode": "mode", "fashion": "mode",
	206	+ "beaute": "beaute", "beauty": "beaute", "makeup": "beaute",
	207	+ "lifestyle": "lifestyle", "tele-realite": "lifestyle",
	208	+ "famille": "famille-parentalite", "parentalite": "famille-parentalite",
	209	+ "famille-parentalite": "famille-parentalite", "maman": "famille-parentalite",
	210	+ "cuisine": "cuisine", "food": "bouffe-resto", "bouffe": "bouffe-resto",
	211	+ "bouffe-resto": "bouffe-resto", "resto": "bouffe-resto",
	212	+ "gaming": "gaming", "jeux video": "gaming", "jeux-video": "gaming",
	213	+ "tech": "tech", "technologie": "tech",
	214	+ "sport": "sport-fitness", "fitness": "sport-fitness",
	215	+ "sport-fitness": "sport-fitness", "entrainement": "sport-fitness",
	216	+ "plein air": "plein-air", "plein-air": "plein-air", "chasse": "plein-air",
	217	+ "peche": "plein-air", "outdoor": "plein-air",
	218	+ "voyage": "voyage", "travel": "voyage",
	219	+ "musique": "musique", "music": "musique",
	220	+ "arts": "arts", "art": "arts",
	221	+ "danse": "danse", "dance": "danse",
	222	+ "education": "education",
	223	+ "finance": "finance-affaires", "affaires": "finance-affaires",
	224	+ "finance-affaires": "finance-affaires", "entrepreneur": "finance-affaires",
	225	+ "business": "finance-affaires", "immobilier": "finance-affaires",
	226	+ "sante": "sante-mieux-etre", "mieux-etre": "sante-mieux-etre",
	227	+ "sante-mieux-etre": "sante-mieux-etre", "bien-etre": "sante-mieux-etre",
	228	+ "actualite": "actualite-opinion", "opinion": "actualite-opinion",
	229	+ "actualite-opinion": "actualite-opinion", "medias": "actualite-opinion",
	230	+ "podcast": "actualite-opinion",
	231	+ }
	232	+ return mapping.get(c, c if c in NICHES else "autre")
	233	+
	234	+
	235	+# localisation publique déclarée → région administrative (§7).
	236	+# ⚠️ On ne mappe QUE ce qui est sans ambiguïté ; « Québec » seul désigne la
	237	+# PROVINCE dans les listes médias → region None. Jamais d'inférence privée.
	238	+_CITY_REGION = {
	239	+ "montreal": "Montréal", "lachine": "Montréal", "verdun": "Montréal",
	240	+ "quebec (ville)": "Capitale-Nationale", "ville de quebec": "Capitale-Nationale",
	241	+ "charlevoix": "Capitale-Nationale",
	242	+ "laval": "Laval",
	243	+ "levis": "Chaudière-Appalaches", "beauce": "Chaudière-Appalaches",
	244	+ "gatineau": "Outaouais",
	245	+ "sherbrooke": "Estrie", "waterloo": "Estrie", # Haute-Yamaska → Estrie (2021)
	246	+ "granby": "Estrie",
	247	+ "trois-rivieres": "Mauricie", "shawinigan": "Mauricie",
	248	+ "saguenay": "Saguenay–Lac-Saint-Jean", "chicoutimi": "Saguenay–Lac-Saint-Jean",
	249	+ "alma": "Saguenay–Lac-Saint-Jean",
	250	+ "rimouski": "Bas-Saint-Laurent", "riviere-du-loup": "Bas-Saint-Laurent",
	251	+ "gaspe": "Gaspésie–Îles-de-la-Madeleine",
	252	+ "rouyn-noranda": "Abitibi-Témiscamingue", "val-d'or": "Abitibi-Témiscamingue",
	253	+ "drummondville": "Centre-du-Québec", "victoriaville": "Centre-du-Québec",
	254	+ "longueuil": "Montérégie", "brossard": "Montérégie",
	255	+ "saint-jean-sur-richelieu": "Montérégie",
	256	+ "blainville": "Laurentides", "pointe-calumet": "Laurentides",
	257	+ "saint-jerome": "Laurentides", "mont-tremblant": "Laurentides",
	258	+ "terrebonne": "Lanaudière", "repentigny": "Lanaudière", "joliette": "Lanaudière",
	259	+ "sept-iles": "Côte-Nord", "baie-comeau": "Côte-Nord",
	260	+}
	261	+
	262	+
	263	+def map_region(location: str \| None) -> tuple[str \| None, str \| None]:
	264	+ """Localisation publique (texte libre) → (région §7, ville) ou (None, None).
	265	+
	266	+ Prudence maximale : ne retourne une région que si la localisation déclarée
	267	+ est un lieu québécois reconnu sans ambiguïté. « Québec » seul = la province.
	268	+ """
	269	+ if not location:
	270	+ return None, None
	271	+ loc = strip_accents(location).lower().strip()
	272	+ # tronquer les précisions entre parenthèses SAUF « Québec (ville) »
	273	+ base = re.sub(r"\s$.?$\s*", " ", loc).strip().rstrip(",")
	274	+ if "quebec (ville)" in loc or base in ("ville de quebec",):
	275	+ return "Capitale-Nationale", "Québec"
	276	+ # retirer le suffixe province (« Blainville, Québec » → « blainville »)
	277	+ base = re.sub(r",?\s(quebec\|qc\|canada)\s$", "", base).strip().rstrip(",")
	278	+ if not base or base == "quebec":
	279	+ return None, None # province seule → région inconnue
	280	+ for city, region in _CITY_REGION.items():
	281	+ if base == city or base.startswith(city + ",") or base.endswith(" " + city):
	282	+ return region, location.split(",")[0].split("(")[0].strip()
	283	+ if base in {strip_accents(r).lower() for r in REGIONS}:
	284	+ for r in REGIONS:
	285	+ if strip_accents(r).lower() == base:
	286	+ return r, None
	287	+ return None, None
	288	+
	289	+
	290	+def parse_count(raw) -> int \| None:
	291	+ """« 1,2 M », « 12.3k », « 4 567 abonnés », 4567 → entier (None si inconnu)."""
	292	+ if raw is None:
	293	+ return None
	294	+ if isinstance(raw, (int, float)):
	295	+ return int(raw)
	296	+ if str(raw).strip().startswith("@"):
	297	+ return None # un handle (« @nom5b ») n'est pas un compteur
	298	+ # frontières de mot obligatoires — sinon « tw5bu » se lirait « 5 milliards »
	299	+ m = re.search(r"(?<![\w@.])([\d][\d\s .,])\s([kKmMbB])?(?![\w])", str(raw))
	300	+ if not m:
	301	+ return None
	302	+ num = m.group(1).replace(" ", "").replace(" ", "")
	303	+ # « 1.234.567 » / « 1,234,567 » = séparateurs de milliers ; « 1,2 »/« 1.2 » = décimal
	304	+ if num.count(",") > 1 or (num.count(",") == 1 and len(num.split(",")[1]) == 3
	305	+ and not m.group(2)):
	306	+ num = num.replace(",", "")
	307	+ if num.count(".") > 1 or (num.count(".") == 1 and len(num.split(".")[1]) == 3
	308	+ and not m.group(2)):
	309	+ num = num.replace(".", "")
	310	+ num = num.replace(",", ".")
	311	+ try:
	312	+ value = float(num)
	313	+ except ValueError:
	314	+ return None
	315	+ mult = {"k": 1e3, "m": 1e6, "b": 1e9}.get((m.group(2) or "").lower(), 1)
	316	+ return int(value * mult)
	317	+
	318	+
	319	+def audience_tier(followers: int \| None) -> str:
	320	+ """Taille d'audience (§6.3), basée sur l'audience de la plateforme principale."""
	321	+ if not followers or followers <= 0:
	322	+ return "nano"
	323	+ if followers < 10_000:
	324	+ return "nano"
	325	+ if followers < 100_000:
	326	+ return "micro"
	327	+ if followers < 1_000_000:
	328	+ return "macro"
	329	+ return "mega"
	330	+
	331	+
	332	+def infer_creator_type(platforms: list[str], niche: str) -> str:
	333	+ """Type de créateur par défaut selon sa plateforme dominante et sa niche."""
	334	+ first = platforms[0] if platforms else ""
	335	+ if first == "youtube":
	336	+ return "youtubeur"
	337	+ if first in ("twitch", "kick"):
	338	+ return "streamer"
	339	+ if first == "tiktok":
	340	+ return "createur-tiktok"
	341	+ if first in ("substack", "site-web"):
	342	+ return "createur-ecrit"
	343	+ if first == "podcast":
	344	+ return "podcasteur"
	345	+ if niche == "humour":
	346	+ return "humoriste"
	347	+ if niche == "musique":
	348	+ return "musicien"
	349	+ return "influenceur"
	350	+
	351	+
	352	+def guess_language(*texts: str) -> str:
	353	+ """Langue de création (§6.4) à partir des textes publics. Défaut : fr (Québec)."""
	354	+ blob = strip_accents(" ".join(t for t in texts if t)).lower()
	355	+ if not blob:
	356	+ return "fr"
	357	+ if re.search(r"\b(bilingue\|bilingual\|fr/en\|en/fr)\b", blob):
	358	+ return "bilingue"
	359	+ if re.search(r"\b(contenu\|content)\s+(quotidien\s+)?(en\s+)?anglais\b", blob) \
	360	+ or re.search(r"\benglish(-\|\s)?(only\|content\|speaking)\b", blob):
	361	+ return "en"
	362	+ return "fr"

added creaka/schema.py +191 −0

		`@@ -0,0 +1,191 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/schema.py
	4	+# Desc: Modèle de données standardisé — Creator + PlatformAccount (CLAUDE.md §5)
	5	+# + normalisation centrale via finalize()
	6	+# ==============================================================================
	7	+"""Schéma standard d'une fiche créateur et de ses comptes de plateformes.
	8	+
	9	+Chaque connecteur, peu importe la source, doit produire des objets `Creator`
	10	+conformes. `finalize()` applique la couche commune (creaka/normalize.py) :
	11	+handles nettoyés, URLs canoniques, niches/région/langue/tier — les connecteurs
	12	+restent simples et remplissent les champs bruts.
	13	+
	14	+Validation stricte (CLAUDE.md §18) : un compte sans `url` ou sans `confidence`
	15	+est REJETÉ à la finalisation.
	16	+"""
	17	+from __future__ import annotations
	18	+
	19	+import hashlib
	20	+import json
	21	+from dataclasses import dataclass, field, asdict
	22	+from datetime import datetime, timezone
	23	+
	24	+from .normalize import (
	25	+ LANGUAGES,
	26	+ NICHES,
	27	+ PLATFORMS,
	28	+ audience_tier,
	29	+ canonical_url,
	30	+ clean_bio,
	31	+ clean_handle,
	32	+ clean_name,
	33	+ guess_language,
	34	+ infer_creator_type,
	35	+ map_niche,
	36	+ normalize_platform,
	37	+ slugify,
	38	+)
	39	+
	40	+__all__ = ["Creator", "PlatformAccount", "now_iso"]
	41	+
	42	+
	43	+def now_iso() -> str:
	44	+ return datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ")
	45	+
	46	+
	47	+@dataclass
	48	+class PlatformAccount:
	49	+ """Un compte public d'un créateur sur UNE plateforme (§5)."""
	50	+
	51	+ platform: str # * canonique §6.2
	52	+ handle: str # * sans @, minuscules
	53	+ url: str = "" # * forme canonique
	54	+ followers: int \| None = None # abonnés (None = inconnu)
	55	+ verified: bool \| None = None # badge vérifié (None = inconnu)
	56	+ confidence: float \| None = None # * confiance du rattachement (§12)
	57	+ last_checked: str = "" # * ISO-8601
	58	+ signal: str = "" # signal d'origine du rattachement (§12.1)
	59	+ metrics: dict = field(default_factory=dict) # métriques étendues publiques :
	60	+ # following, posts, likes, views, videos, category… (selon la plateforme)
	61	+
	62	+ def finalize(self) -> "PlatformAccount":
	63	+ self.platform = normalize_platform(self.platform)
	64	+ self.handle = clean_handle(self.handle)
	65	+ self.url = canonical_url(self.platform, self.handle, fallback=self.url)
	66	+ if not self.handle:
	67	+ raise ValueError("compte sans handle")
	68	+ if not self.url:
	69	+ raise ValueError(f"compte {self.platform}:{self.handle} sans url")
	70	+ if self.confidence is None:
	71	+ raise ValueError(f"compte {self.platform}:{self.handle} sans confidence")
	72	+ self.confidence = max(0.0, min(1.0, float(self.confidence)))
	73	+ if self.followers is not None:
	74	+ self.followers = max(0, int(self.followers))
	75	+ if not self.last_checked:
	76	+ self.last_checked = now_iso()
	77	+ return self
	78	+
	79	+ @property
	80	+ def key(self) -> str:
	81	+ """Clé d'unicité d'un compte : plateforme + handle normalisé."""
	82	+ return f"{self.platform}:{self.handle}"
	83	+
	84	+
	85	+@dataclass
	86	+class Creator:
	87	+ """Fiche créateur canonique Créa-Ka (CLAUDE.md §5)."""
	88	+
	89	+ source: str # id de la source (registre data/sources.json)
	90	+ external_id: str # identifiant chez la source
	91	+ display_name: str # * nom public / nom de scène
	92	+ legal_name: str \| None = None # SEULEMENT si rendu public par le créateur
	93	+ bio: str = ""
	94	+ niches: list[str] = field(default_factory=list)
	95	+ creator_type: str = ""
	96	+ region: str \| None = None # une des 17 régions §7, sinon None
	97	+ city: str \| None = None
	98	+ languages: list[str] = field(default_factory=list)
	99	+ primary_platform: str = ""
	100	+ platforms: list[PlatformAccount] = field(default_factory=list)
	101	+ link_in_bio_url: str \| None = None
	102	+ avatar_url: str \| None = None # photo de profil PUBLIQUE (URL source)
	103	+ total_reach: int \| None = None
	104	+ audience_tier: str = ""
	105	+ business_contact: str \| None = None # courriel PRO affiché publiquement (§15)
	106	+ agency: str \| None = None
	107	+ is_minor: bool = False
	108	+ status: str = "active" # active \| inactive \| opted_out
	109	+ notes: str = "" # contexte public (listes médias), affichable
	110	+ source_ids: list[str] = field(default_factory=list)
	111	+
	112	+ @property
	113	+ def uid(self) -> str:
	114	+ return f"{self.source}:{self.external_id}"
	115	+
	116	+ def content_hash(self) -> str:
	117	+ """Hash du contenu pour la détection de changements."""
	118	+ payload = asdict(self)
	119	+ for acc in payload["platforms"]:
	120	+ acc.pop("last_checked", None) # horodatage ≠ changement de contenu
	121	+ blob = json.dumps(payload, sort_keys=True, ensure_ascii=False)
	122	+ return hashlib.sha256(blob.encode("utf-8")).hexdigest()
	123	+
	124	+ def finalize(self) -> "Creator":
	125	+ """Applique la normalisation commune. Appelé par le pipeline d'ingestion.
	126	+
	127	+ Idempotent ; ne remplace jamais une valeur explicite du connecteur.
	128	+ Rejette la fiche si aucun compte valide (un créateur sans lien n'a pas
	129	+ sa place dans un annuaire de liens).
	130	+ """
	131	+ self.display_name = clean_name(self.display_name)
	132	+ if not self.display_name:
	133	+ raise ValueError("créateur sans nom d'affichage")
	134	+ if not self.external_id:
	135	+ self.external_id = slugify(self.display_name)
	136	+ self.bio = clean_bio(self.bio)
	137	+
	138	+ # comptes : normaliser, valider, dédupliquer (meilleure confiance gagne)
	139	+ seen: dict[str, PlatformAccount] = {}
	140	+ for acc in self.platforms:
	141	+ try:
	142	+ acc = acc.finalize()
	143	+ except ValueError:
	144	+ continue # un compte invalide ne bloque pas la fiche (§18 : rejeté)
	145	+ prev = seen.get(acc.key)
	146	+ if prev is None or (acc.confidence or 0) > (prev.confidence or 0):
	147	+ if prev is not None and prev.followers and not acc.followers:
	148	+ acc.followers = prev.followers
	149	+ if prev is not None:
	150	+ acc.metrics = {prev.metrics, acc.metrics}
	151	+ seen[acc.key] = acc
	152	+ # tri : abonnés décroissants (None en dernier), pour primary_platform
	153	+ self.platforms = sorted(
	154	+ seen.values(), key=lambda a: (a.followers is None, -(a.followers or 0)))
	155	+ if not self.platforms:
	156	+ raise ValueError(f"{self.display_name}: aucun compte valide")
	157	+
	158	+ self.niches = [map_niche(n) for n in (self.niches or ["autre"])]
	159	+ self.niches = sorted({n for n in self.niches if n in NICHES}) or ["autre"]
	160	+
	161	+ if not self.primary_platform:
	162	+ self.primary_platform = self.platforms[0].platform
	163	+ self.primary_platform = normalize_platform(self.primary_platform)
	164	+ if self.primary_platform not in PLATFORMS:
	165	+ self.primary_platform = self.platforms[0].platform
	166	+
	167	+ if not self.languages:
	168	+ self.languages = [guess_language(self.bio, self.notes)]
	169	+ self.languages = [l for l in self.languages if l in LANGUAGES] or ["fr"]
	170	+
	171	+ if not self.creator_type:
	172	+ self.creator_type = infer_creator_type(
	173	+ [a.platform for a in self.platforms], self.niches[0])
	174	+
	175	+ # portée totale : somme indicative des audiences connues
	176	+ known = [a.followers for a in self.platforms if a.followers]
	177	+ self.total_reach = sum(known) if known else None
	178	+ primary = next((a.followers for a in self.platforms
	179	+ if a.platform == self.primary_platform and a.followers), None)
	180	+ if not self.audience_tier:
	181	+ self.audience_tier = audience_tier(primary or (max(known) if known else None))
	182	+
	183	+ if not self.source_ids:
	184	+ self.source_ids = [self.uid]
	185	+
	186	+ # régime restreint pour les mineurs (§15) — appliqué aussi dans ethics.py
	187	+ if self.is_minor:
	188	+ self.business_contact = None
	189	+ self.city = None
	190	+ self.region = None
	191	+ return self

added creaka/web.py +130 −0

		`@@ -0,0 +1,130 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: creaka/web.py
	4	+# Desc: API FastAPI (JSON) + service du frontend statique (frontend/dist) —
	5	+# annuaire cherchable par niche, région, langue, plateforme, taille
	6	+# ==============================================================================
	7	+from __future__ import annotations
	8	+
	9	+import json
	10	+from pathlib import Path
	11	+
	12	+from fastapi import FastAPI, HTTPException, Query
	13	+from fastapi.middleware.cors import CORSMiddleware
	14	+from fastapi.middleware.gzip import GZipMiddleware
	15	+from fastapi.responses import FileResponse
	16	+from pydantic import BaseModel, Field
	17	+
	18	+from . import db, ethics
	19	+from .normalize import NICHES, PLATFORMS, REGIONS
	20	+
	21	+ROOT = Path(__file__).resolve().parent.parent
	22	+FRONTEND_DIST = ROOT / "frontend" / "dist"
	23	+SOURCES_PATH = ROOT / "data" / "sources.json"
	24	+
	25	+app = FastAPI(title="Créa-Ka API", version="1.0",
	26	+ description="Annuaire public des créateurs de contenu québécois "
	27	+ "— tous leurs comptes, toutes leurs plateformes.")
	28	+app.add_middleware(CORSMiddleware, allow_origins=["*"],
	29	+ allow_methods=[""], allow_headers=[""])
	30	+app.add_middleware(GZipMiddleware, minimum_size=1000)
	31	+
	32	+_con = db.connect()
	33	+
	34	+
	35	+@app.get("/healthz")
	36	+def healthz():
	37	+ return {"ok": True}
	38	+
	39	+
	40	+@app.get("/api/health")
	41	+def health():
	42	+ s = db.stats(_con)
	43	+ return {"ok": True, "creators": s["creators"], "accounts": s["accounts"],
	44	+ "last_sync": s["last_sync"]}
	45	+
	46	+
	47	+@app.get("/api/creators")
	48	+def list_creators(q: str = "", niche: str = "", region: str = "",
	49	+ langue: str = "", plateforme: str = "", tier: str = "",
	50	+ sort: str = "reach",
	51	+ limit: int = Query(60, le=200), offset: int = Query(0, ge=0)):
	52	+ return db.search(_con, q=q.strip(), niche=niche, region=region,
	53	+ langue=langue, plateforme=plateforme, tier=tier,
	54	+ sort=sort, limit=limit, offset=offset)
	55	+
	56	+
	57	+@app.get("/api/creators/{cid}")
	58	+def get_creator(cid: str):
	59	+ creator = db.get_creator(_con, cid)
	60	+ if creator is None:
	61	+ raise HTTPException(404, "créateur introuvable")
	62	+ return creator
	63	+
	64	+
	65	+@app.get("/api/stats")
	66	+def get_stats():
	67	+ return db.stats(_con)
	68	+
	69	+
	70	+@app.get("/api/taxonomies")
	71	+def taxonomies():
	72	+ return {"niches": sorted(NICHES), "plateformes": sorted(PLATFORMS),
	73	+ "regions": sorted(REGIONS),
	74	+ "tiers": ["nano", "micro", "macro", "mega"],
	75	+ "langues": ["fr", "en", "bilingue"]}
	76	+
	77	+
	78	+@app.get("/api/sources")
	79	+def sources():
	80	+ if SOURCES_PATH.exists():
	81	+ return json.loads(SOURCES_PATH.read_text(encoding="utf-8"))
	82	+ return {"sources": []}
	83	+
	84	+
	85	+class OptOutRequest(BaseModel):
	86	+ """Demande de retrait (§15 — opt-out obligatoire et respecté)."""
	87	+ name: str = Field("", max_length=200)
	88	+ account: str = Field("", max_length=200,
	89	+ description="plateforme:handle, ex. instagram:monnom")
	90	+ reason: str = Field("", max_length=500)
	91	+ contact: str = Field("", max_length=200)
	92	+
	93	+
	94	+@app.post("/api/optout")
	95	+def optout(req: OptOutRequest):
	96	+ """Retrait immédiat : la fiche est masquée et exclue des ré-agrégations.
	97	+
	98	+ La vie privée prime sur la complétude (§15) : on masque d'abord, la
	99	+ demande est journalisée pour vérification humaine ensuite.
	100	+ """
	101	+ name = req.name.strip() or None
	102	+ acc = req.account.strip().lower() or None
	103	+ if not name and not acc:
	104	+ raise HTTPException(400, "préciser un nom ou un compte (plateforme:handle)")
	105	+ ethics.add_optout(name=name, account=acc, reason=req.reason,
	106	+ contact=req.contact)
	107	+ masked = db.apply_optout(_con, name=name, account=acc)
	108	+ return {"ok": True, "masked": masked,
	109	+ "message": "Fiche masquée. La demande sera vérifiée ; merci."}
	110	+
	111	+
	112	+# --- frontend statique -----------------------------------------------------------
	113	+
	114	+@app.get("/")
	115	+def index():
	116	+ idx = FRONTEND_DIST / "index.html"
	117	+ if idx.exists():
	118	+ return FileResponse(idx)
	119	+ raise HTTPException(404, "frontend non construit")
	120	+
	121	+
	122	+@app.get("/{path:path}")
	123	+def static_files(path: str):
	124	+ target = (FRONTEND_DIST / path).resolve()
	125	+ if target.is_file() and str(target).startswith(str(FRONTEND_DIST.resolve())):
	126	+ return FileResponse(target)
	127	+ idx = FRONTEND_DIST / "index.html"
	128	+ if idx.exists():
	129	+ return FileResponse(idx) # SPA fallback
	130	+ raise HTTPException(404, "introuvable")

added data/optout.json +7 −0

		`@@ -0,0 +1,7 @@`
	1	+{
	2	+ "_author": "Simon-Pierre Boucher <contact@spboucher.ai>",
	3	+ "_file": "data/optout.json",
	4	+ "_desc": "Liste de suppression persistante (opt-out §15) — fiches masquées et exclues des ré-agrégations futures",
	5	+ "names": [],
	6	+ "accounts": []
	7	+}

added data/seed/qc_influenceurs.json +10732 −0

		`@@ -0,0 +1,10732 @@`
	1	+[
	2	+ {
	3	+ "name": "Enola Bédard",
	4	+ "handles": {
	5	+ "instagram": "enola.bedard",
	6	+ "tiktok": "enola.bedard",
	7	+ "youtube": "enola.bedard",
	8	+ "facebook": null,
	9	+ "x": null,
	10	+ "twitch": null
	11	+ },
	12	+ "metrics": {
	13	+ "instagram_followers": 2600000,
	14	+ "tiktok_followers": 17000000,
	15	+ "youtube_subscribers": 4900000,
	16	+ "facebook_followers": 1100000,
	17	+ "x_followers": null,
	18	+ "twitch_followers": null
	19	+ },
	20	+ "category": "danse",
	21	+ "location": "Los Angeles (originaire du Québec)",
	22	+ "notes": "danseuse TikTok originaire de la ville de Québec \| Québécoise la plus suivie sur TikTok grâce à la danse; contenu quotidien en anglais, portée internationale. Chiffres ~2021-2022. \| Danseuse/chorégraphe virale sur TikTok pendant la pandémie; #1 des tops frank, metricool et Favikon Québec (24,4M abonnés cumulés selon Favikon). Aussi actrice et chanteuse.",
	23	+ "sources": [
	24	+ "billie",
	25	+ "alexturcotte_tiktok",
	26	+ "frank",
	27	+ "metricool",
	28	+ "canadult",
	29	+ "favikon_qc"
	30	+ ],
	31	+ "total_followers": 25600000,
	32	+ "platform_count": 4,
	33	+ "tier": "méga (1M+)"
	34	+ },
	35	+ {
	36	+ "name": "Céline Dion",
	37	+ "handles": {
	38	+ "instagram": null,
	39	+ "tiktok": "celinedion",
	40	+ "youtube": "celinedion",
	41	+ "facebook": null,
	42	+ "x": null,
	43	+ "twitch": null
	44	+ },
	45	+ "metrics": {
	46	+ "instagram_followers": 4200000,
	47	+ "tiktok_followers": 5800000,
	48	+ "youtube_subscribers": 10200000,
	49	+ "facebook_followers": null,
	50	+ "x_followers": null,
	51	+ "twitch_followers": null
	52	+ },
	53	+ "category": "musique",
	54	+ "location": "Québec",
	55	+ "notes": "Mention comparative dans l'article (4.2M sur Instagram vs Enola Bédard). Chiffres ~2021-2022. \| enrichi via recherche web 2026-08",
	56	+ "sources": [
	57	+ "alexturcotte_tiktok",
	58	+ "firecrawl_enrich"
	59	+ ],
	60	+ "total_followers": 20200000,
	61	+ "platform_count": 3,
	62	+ "tier": "méga (1M+)"
	63	+ },
	64	+ {
	65	+ "name": "Sarah-Jade Bleau",
	66	+ "handles": {
	67	+ "instagram": "sj.bleau",
	68	+ "tiktok": "sjbleau",
	69	+ "youtube": "sjbleau",
	70	+ "facebook": null,
	71	+ "x": null,
	72	+ "twitch": null
	73	+ },
	74	+ "metrics": {
	75	+ "instagram_followers": 1600000,
	76	+ "tiktok_followers": 14600000,
	77	+ "youtube_subscribers": 38200,
	78	+ "facebook_followers": null,
	79	+ "x_followers": null,
	80	+ "twitch_followers": null
	81	+ },
	82	+ "category": "danse",
	83	+ "location": "Québec",
	84	+ "notes": "carrière explosée sur TikTok en 2020 grâce à la danse \| Vidéos virales amusantes, 2e Québécoise la plus suivie sur TikTok. Chiffres ~2021-2022. \| Chorégraphies robotiques ultra précises sur TikTok (aussi @sjbleauellington); marque mode/beauté Champagnemami; partenaire L'Oréal Paris. 16,3M abonnés cumulés selon Favikon.",
	85	+ "sources": [
	86	+ "billie",
	87	+ "alexturcotte_tiktok",
	88	+ "frank",
	89	+ "metricool",
	90	+ "canadult",
	91	+ "favikon_qc"
	92	+ ],
	93	+ "total_followers": 16238200,
	94	+ "platform_count": 3,
	95	+ "tier": "méga (1M+)"
	96	+ },
	97	+ {
	98	+ "name": "Jordy Boulet-Viau",
	99	+ "handles": {
	100	+ "instagram": "jordybouletviau",
	101	+ "tiktok": null,
	102	+ "youtube": null,
	103	+ "facebook": null,
	104	+ "x": null,
	105	+ "twitch": null
	106	+ },
	107	+ "metrics": {
	108	+ "instagram_followers": 409700,
	109	+ "tiktok_followers": 6300000,
	110	+ "youtube_subscribers": 991000,
	111	+ "facebook_followers": 177000,
	112	+ "x_followers": null,
	113	+ "twitch_followers": null
	114	+ },
	115	+ "category": "humour",
	116	+ "location": "Montréal",
	117	+ "notes": "storytelling authentique, humour et santé mentale; 170K sur Snapchat",
	118	+ "sources": [
	119	+ "collabstr"
	120	+ ],
	121	+ "total_followers": 7877700,
	122	+ "platform_count": 4,
	123	+ "tier": "méga (1M+)"
	124	+ },
	125	+ {
	126	+ "name": "Shina Nova",
	127	+ "handles": {
	128	+ "instagram": "shinanova",
	129	+ "tiktok": "shinanova",
	130	+ "youtube": "shinanovayt",
	131	+ "facebook": null,
	132	+ "x": null,
	133	+ "twitch": null
	134	+ },
	135	+ "metrics": {
	136	+ "instagram_followers": 2000000,
	137	+ "tiktok_followers": 4400000,
	138	+ "youtube_subscribers": 254000,
	139	+ "facebook_followers": 415000,
	140	+ "x_followers": null,
	141	+ "twitch_followers": null
	142	+ },
	143	+ "category": "musique",
	144	+ "location": "Montréal",
	145	+ "notes": "no 1 du palmarès Billie; activiste et TikTokeuse inuite (chant de gorge) \| Créatrice inuite, chant de gorge en duo avec sa mère; valorise la culture inuite et la santé mentale. #2 du top Favikon Québec (6,6M abonnés cumulés).",
	146	+ "sources": [
	147	+ "billie",
	148	+ "frank",
	149	+ "metricool",
	150	+ "favikon_qc"
	151	+ ],
	152	+ "total_followers": 7069000,
	153	+ "platform_count": 4,
	154	+ "tier": "méga (1M+)"
	155	+ },
	156	+ {
	157	+ "name": "Marc Fitt",
	158	+ "handles": {
	159	+ "instagram": "marc_fitt",
	160	+ "tiktok": null,
	161	+ "youtube": "marc fitt",
	162	+ "facebook": "marcfitt",
	163	+ "x": null,
	164	+ "twitch": null
	165	+ },
	166	+ "metrics": {
	167	+ "instagram_followers": 1200000,
	168	+ "tiktok_followers": null,
	169	+ "youtube_subscribers": 311000,
	170	+ "facebook_followers": 4100000,
	171	+ "x_followers": null,
	172	+ "twitch_followers": null
	173	+ },
	174	+ "category": "fitness",
	175	+ "location": "Montréal",
	176	+ "notes": "influenceur fitness, créateur de la marque Rise \| Entraînement et fitness; 1M d'abonnés Instagram. Chiffres YouTube 2022. \| Un des influenceurs fitness les plus suivis au Canada; programmes d'entraînement et podcast Fitt Talk. \| enrichi via recherche web 2026-08; facebook = likes de page",
	177	+ "sources": [
	178	+ "billie",
	179	+ "billie_youtube",
	180	+ "frank",
	181	+ "firecrawl_enrich"
	182	+ ],
	183	+ "total_followers": 5611000,
	184	+ "platform_count": 3,
	185	+ "tier": "méga (1M+)"
	186	+ },
	187	+ {
	188	+ "name": "Adam Paradisio (ADAM)",
	189	+ "handles": {
	190	+ "instagram": "adam_de_youtube",
	191	+ "tiktok": "adamparadisio",
	192	+ "youtube": "adamparadisio",
	193	+ "facebook": null,
	194	+ "x": null,
	195	+ "twitch": null
	196	+ },
	197	+ "metrics": {
	198	+ "instagram_followers": null,
	199	+ "tiktok_followers": 3700000,
	200	+ "youtube_subscribers": 1855415,
	201	+ "facebook_followers": null,
	202	+ "x_followers": null,
	203	+ "twitch_followers": null
	204	+ },
	205	+ "category": "humour",
	206	+ "location": "Québec",
	207	+ "notes": "Gagnant Gala InfluenceCréation 2025 — Youtubeur de l'année et Vidéo de l'année, long format. Défis, pranks et vidéos de survie; 3,1M abonnés cumulés selon Favikon (#3). \| enrichi via recherche web 2026-08",
	208	+ "sources": [
	209	+ "billie_gala",
	210	+ "grenier_gala",
	211	+ "favikon_qc",
	212	+ "firecrawl_enrich"
	213	+ ],
	214	+ "total_followers": 5555415,
	215	+ "platform_count": 3,
	216	+ "tier": "méga (1M+)"
	217	+ },
	218	+ {
	219	+ "name": "Denyzee",
	220	+ "handles": {
	221	+ "instagram": "denyzee_",
	222	+ "tiktok": "denyzee",
	223	+ "youtube": "denyzee",
	224	+ "facebook": null,
	225	+ "x": null,
	226	+ "twitch": null
	227	+ },
	228	+ "metrics": {
	229	+ "instagram_followers": 443000,
	230	+ "tiktok_followers": 898300,
	231	+ "youtube_subscribers": 2600000,
	232	+ "facebook_followers": 582000,
	233	+ "x_followers": null,
	234	+ "twitch_followers": null
	235	+ },
	236	+ "category": "humour",
	237	+ "location": "Québec (originaire de France)",
	238	+ "notes": "Vidéos humoristiques; retirée du classement Titan 2022 car s'identifie désormais en France. Chiffres 2022. \| Figure incontournable du YouTube québécois; sketchs, expériences sociales et comparaisons France/Québec; installée au Canada depuis 2013. \| enrichi via recherche web 2026-08",
	239	+ "sources": [
	240	+ "billie_youtube",
	241	+ "titan_youtube_2022",
	242	+ "metricool",
	243	+ "firecrawl_enrich"
	244	+ ],
	245	+ "total_followers": 4523300,
	246	+ "platform_count": 4,
	247	+ "tier": "méga (1M+)"
	248	+ },
	249	+ {
	250	+ "name": "Laurent Dagenais",
	251	+ "handles": {
	252	+ "instagram": "laurent.dagenais",
	253	+ "tiktok": "laurent.dagenais",
	254	+ "youtube": "laurentdagenais",
	255	+ "facebook": "cheflaurentdagenais",
	256	+ "x": null,
	257	+ "twitch": null
	258	+ },
	259	+ "metrics": {
	260	+ "instagram_followers": 1900000,
	261	+ "tiktok_followers": 2000000,
	262	+ "youtube_subscribers": 79200,
	263	+ "facebook_followers": 88000,
	264	+ "x_followers": null,
	265	+ "twitch_followers": null
	266	+ },
	267	+ "category": "food",
	268	+ "location": "Montréal",
	269	+ "notes": "Chef cuisinier de renom, recettes à portée internationale. Chiffres ~2021-2022. \| Chef viral sur TikTok, livre Toujours Faim (2022), série Always Hungry. Gagnant Gala InfluenceCréation 2025 — Créateur de l'année, rayonnement international. \| Chef #1 du top food Feedspot Québec (Mega); @toujourssoif, restaurant Limousine; 2M+ TikTok selon La Grappe",
	270	+ "sources": [
	271	+ "alexturcotte_tiktok",
	272	+ "frank",
	273	+ "metricool",
	274	+ "canadult",
	275	+ "billie_gala",
	276	+ "grenier_gala",
	277	+ "feedspot_food",
	278	+ "lagrappe_food"
	279	+ ],
	280	+ "total_followers": 4067200,
	281	+ "platform_count": 4,
	282	+ "tier": "méga (1M+)"
	283	+ },
	284	+ {
	285	+ "name": "Rachid Badouri",
	286	+ "handles": {
	287	+ "instagram": "rachidbadouri",
	288	+ "tiktok": "rachidbadouriofficiel",
	289	+ "youtube": "rachidbadouriofficiel",
	290	+ "facebook": null,
	291	+ "x": null,
	292	+ "twitch": null
	293	+ },
	294	+ "metrics": {
	295	+ "instagram_followers": 542000,
	296	+ "tiktok_followers": 2600000,
	297	+ "youtube_subscribers": null,
	298	+ "facebook_followers": null,
	299	+ "x_followers": null,
	300	+ "twitch_followers": null
	301	+ },
	302	+ "category": "humour",
	303	+ "location": "Montréal",
	304	+ "notes": "Humoriste, vedette québécoise la plus connue hors TikTok sur la plateforme. Chiffres ~2021-2022. \| #1 humoriste QC sur les réseaux: 4 031 400 abonnés cumulés (FB+IG+TikTok+X, juin 2024); 2,6M sur TikTok seulement \| enrichi via recherche web 2026-08",
	305	+ "sources": [
	306	+ "alexturcotte_tiktok",
	307	+ "jdm_humoristes",
	308	+ "firecrawl_enrich"
	309	+ ],
	310	+ "total_followers": 3142000,
	311	+ "platform_count": 3,
	312	+ "tier": "méga (1M+)"
	313	+ },
	314	+ {
	315	+ "name": "Polo (CB Games)",
	316	+ "handles": {
	317	+ "instagram": "polobleu_officiel",
	318	+ "tiktok": null,
	319	+ "youtube": "cbgamespolo",
	320	+ "facebook": null,
	321	+ "x": null,
	322	+ "twitch": null
	323	+ },
	324	+ "metrics": {
	325	+ "instagram_followers": 170000,
	326	+ "tiktok_followers": null,
	327	+ "youtube_subscribers": 2890000,
	328	+ "facebook_followers": null,
	329	+ "x_followers": null,
	330	+ "twitch_followers": null
	331	+ },
	332	+ "category": "gaming",
	333	+ "location": "Québec",
	334	+ "notes": "Gamer à l'énergie contagieuse; YouTubeur QC #1 avec le plus d'abonnés et #1 du top 100 Titan (depuis 2018). Chiffres 2022. \| YouTubeur gaming (Fortnite, Pokémon, Minecraft), contenu bilingue FR/EN, aussi vie de père. 2,9M abonnés cumulés selon Favikon (#16). \| enrichi via recherche web 2026-08",
	335	+ "sources": [
	336	+ "billie_youtube",
	337	+ "titan_youtube_2022",
	338	+ "favikon_qc",
	339	+ "firecrawl_enrich"
	340	+ ],
	341	+ "total_followers": 3060000,
	342	+ "platform_count": 2,
	343	+ "tier": "méga (1M+)"
	344	+ },
	345	+ {
	346	+ "name": "Willibed",
	347	+ "handles": {
	348	+ "instagram": "willibed",
	349	+ "tiktok": "willibed",
	350	+ "youtube": null,
	351	+ "facebook": null,
	352	+ "x": "willibed",
	353	+ "twitch": null
	354	+ },
	355	+ "metrics": {
	356	+ "instagram_followers": 76000,
	357	+ "tiktok_followers": 1600000,
	358	+ "youtube_subscribers": 1000000,
	359	+ "facebook_followers": null,
	360	+ "x_followers": null,
	361	+ "twitch_followers": null
	362	+ },
	363	+ "category": "humour",
	364	+ "location": "Québec",
	365	+ "notes": "Vidéos insolites et fun facts étranges. Listé deux fois (4e et 6e) dans l'article. Chiffres ~2021-2022. \| YouTubeur de 21 ans, défis extrêmes et non conventionnels depuis 2013 (100K+ abonnés YouTube); collabs Sports Experts et Couche-Tard. 3M abonnés cumulés selon Favikon (#15). \| enrichi via recherche web 2026-08; YouTube 1M+ selon post X",
	366	+ "sources": [
	367	+ "alexturcotte_tiktok",
	368	+ "favikon_qc",
	369	+ "firecrawl_enrich"
	370	+ ],
	371	+ "total_followers": 2676000,
	372	+ "platform_count": 4,
	373	+ "tier": "méga (1M+)"
	374	+ },
	375	+ {
	376	+ "name": "Cocotte (Arianne Vallières)",
	377	+ "handles": {
	378	+ "instagram": "cocottee._",
	379	+ "tiktok": null,
	380	+ "youtube": "cocotte",
	381	+ "facebook": null,
	382	+ "x": null,
	383	+ "twitch": "cocotte"
	384	+ },
	385	+ "metrics": {
	386	+ "instagram_followers": 1200000,
	387	+ "tiktok_followers": null,
	388	+ "youtube_subscribers": 1360000,
	389	+ "facebook_followers": null,
	390	+ "x_followers": null,
	391	+ "twitch_followers": null
	392	+ },
	393	+ "category": "gaming",
	394	+ "location": "Québec",
	395	+ "notes": "Streameuse Twitch/YouTube, millions d'abonnés cumulés; participation au GP Explorer. Top YouTubeurs QC 2026 (ONEWAY). \| Streameuse Twitch à plein temps (547,4K abonnés Twitch); gagnante Gala InfluenceCréation 2025 — Streamer de l'année. #5 Favikon Québec (3,1M cumulés). \| Streameuse gaming/Just Chatting, ex-pompière; large communauté en France, a participé au GP Explorer de Squeezie \| enrichi via recherche web 2026-08",
	396	+ "sources": [
	397	+ "oneway_youtube",
	398	+ "metricool",
	399	+ "billie_gala",
	400	+ "grenier_gala",
	401	+ "favikon_qc",
	402	+ "leregard_twitch",
	403	+ "firecrawl_enrich"
	404	+ ],
	405	+ "total_followers": 2560000,
	406	+ "platform_count": 3,
	407	+ "tier": "méga (1M+)"
	408	+ },
	409	+ {
	410	+ "name": "tai_tl",
	411	+ "handles": {
	412	+ "instagram": "tai_tl",
	413	+ "tiktok": "tai_tl",
	414	+ "youtube": null,
	415	+ "facebook": null,
	416	+ "x": null,
	417	+ "twitch": null
	418	+ },
	419	+ "metrics": {
	420	+ "instagram_followers": 828000,
	421	+ "tiktok_followers": 1600000,
	422	+ "youtube_subscribers": null,
	423	+ "facebook_followers": null,
	424	+ "x_followers": null,
	425	+ "twitch_followers": null
	426	+ },
	427	+ "category": "humour",
	428	+ "location": "Québec",
	429	+ "notes": "Créatrice TikTok (1,1M+ abonnés TikTok): lip-sync, danse, humour; spectacles de comédie (Casino de Paris). 2,7M abonnés cumulés selon Favikon (#11). \| enrichi via recherche web 2026-08; Tailaire Laguerre",
	430	+ "sources": [
	431	+ "favikon_qc",
	432	+ "firecrawl_enrich"
	433	+ ],
	434	+ "total_followers": 2428000,
	435	+ "platform_count": 2,
	436	+ "tier": "méga (1M+)"
	437	+ },
	438	+ {
	439	+ "name": "Jahan Tea",
	440	+ "handles": {
	441	+ "instagram": null,
	442	+ "tiktok": "iamjahantea",
	443	+ "youtube": null,
	444	+ "facebook": null,
	445	+ "x": null,
	446	+ "twitch": null
	447	+ },
	448	+ "metrics": {
	449	+ "instagram_followers": 282000,
	450	+ "tiktok_followers": 1300000,
	451	+ "youtube_subscribers": 721000,
	452	+ "facebook_followers": null,
	453	+ "x_followers": null,
	454	+ "twitch_followers": null
	455	+ },
	456	+ "category": "mode",
	457	+ "location": "Montréal",
	458	+ "notes": "Mode, lifestyle et humour; vibe « French girl from Montréal ». #9 Favikon Québec (1,8M cumulés).",
	459	+ "sources": [
	460	+ "metricool",
	461	+ "favikon_qc"
	462	+ ],
	463	+ "total_followers": 2303000,
	464	+ "platform_count": 3,
	465	+ "tier": "méga (1M+)"
	466	+ },
	467	+ {
	468	+ "name": "Nabil Lahrech",
	469	+ "handles": {
	470	+ "instagram": "aiequi",
	471	+ "tiktok": "nabil_lahrech",
	472	+ "youtube": "aiekillu",
	473	+ "facebook": null,
	474	+ "x": null,
	475	+ "twitch": null
	476	+ },
	477	+ "metrics": {
	478	+ "instagram_followers": 226000,
	479	+ "tiktok_followers": 71600,
	480	+ "youtube_subscribers": 1700000,
	481	+ "facebook_followers": null,
	482	+ "x_followers": 256600,
	483	+ "twitch_followers": null
	484	+ },
	485	+ "category": "gaming",
	486	+ "location": "Montréal",
	487	+ "notes": "youtubeur très populaire, coanimateur du podcast Sous Influence \| Jeux vidéo et vie de papa. Chiffres 2022. Aussi #4 (gaming) au top 100 Titan 2022. \| Figure du gaming francophone depuis 10+ ans; vidéos immersives de jeux de survie (7 Days to Die, The Forest, Contraband Police). \| enrichi via recherche web 2026-08; alias Aiekillu",
	488	+ "sources": [
	489	+ "billie",
	490	+ "billie_youtube",
	491	+ "titan_youtube_2022",
	492	+ "metricool",
	493	+ "firecrawl_enrich"
	494	+ ],
	495	+ "total_followers": 2254200,
	496	+ "platform_count": 4,
	497	+ "tier": "méga (1M+)"
	498	+ },
	499	+ {
	500	+ "name": "Elisabeth Rioux",
	501	+ "handles": {
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	503	+ "tiktok": "elisabeth.rioux",
	504	+ "youtube": "elisabeth rioux",
	505	+ "facebook": "elisabeth.rioux",
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	507	+ "twitch": null
	508	+ },
	509	+ "metrics": {
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	511	+ "tiktok_followers": 141200,
	512	+ "youtube_subscribers": 274000,
	513	+ "facebook_followers": 25100,
	514	+ "x_followers": null,
	515	+ "twitch_followers": null
	516	+ },
	517	+ "category": "entrepreneur",
	518	+ "location": "Blainville, Québec",
	519	+ "notes": "femme d'affaires, fondatrice de Hoaka Swimwear, Hoaka Apparel et Tasti \| Vlogs sur sa vie, ses projets d'affaires et ses voyages. Chiffres 2022. \| Fondatrice de Hoaka Swimwear à 18 ans; téléréalité Élisabeth Rioux: Unfiltered sur Prime Video (2024). #1 du top mainstream canadult (revenus estimés 1M$–5M$+). \| Entrepreneure (Hoaka Swimwear); 1,8M abonnés IG selon l'article (embed récent: 1M); émission Influenceurs à VRAK",
	520	+ "sources": [
	521	+ "billie",
	522	+ "billie_youtube",
	523	+ "frank",
	524	+ "metricool",
	525	+ "canadult",
	526	+ "noovomoi_voyage"
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	529	+ "platform_count": 4,
	530	+ "tier": "méga (1M+)"
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	536	+ "tiktok": "geniebouchard",
	537	+ "youtube": null,
	538	+ "facebook": null,
	539	+ "x": null,
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	544	+ "tiktok_followers": 24300,
	545	+ "youtube_subscribers": null,
	546	+ "facebook_followers": null,
	547	+ "x_followers": null,
	548	+ "twitch_followers": null
	549	+ },
	550	+ "category": "sport",
	551	+ "location": "Montréal, QC",
	552	+ "notes": "Joueuse de tennis; mention comparative dans l'article (2.1M sur Instagram). Chiffres ~2021-2022. \| enrichi via recherche web 2026-08",
	553	+ "sources": [
	554	+ "alexturcotte_tiktok",
	555	+ "firecrawl_enrich"
	556	+ ],
	557	+ "total_followers": 2224300,
	558	+ "platform_count": 2,
	559	+ "tier": "méga (1M+)"
	560	+ },
	561	+ {
	562	+ "name": "Mahdi Ba",
	563	+ "handles": {
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	565	+ "tiktok": "mahdibatv",
	566	+ "youtube": "mahdiba",
	567	+ "facebook": null,
	568	+ "x": null,
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	570	+ },
	571	+ "metrics": {
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	573	+ "tiktok_followers": null,
	574	+ "youtube_subscribers": 1640000,
	575	+ "facebook_followers": null,
	576	+ "x_followers": null,
	577	+ "twitch_followers": null
	578	+ },
	579	+ "category": "humour",
	580	+ "location": "Québec",
	581	+ "notes": "youtubeur populaire (orthographié « Madhi Ba » dans l'article Billie) \| Ex-gamer devenu créateur humoristique, aussi production musicale. Chiffres 2022. \| enrichi via recherche web 2026-08",
	582	+ "sources": [
	583	+ "billie",
	584	+ "billie_youtube",
	585	+ "firecrawl_enrich"
	586	+ ],
	587	+ "total_followers": 2204000,
	588	+ "platform_count": 3,
	589	+ "tier": "méga (1M+)"
	590	+ },
	591	+ {
	592	+ "name": "Domino Santantonio",
	593	+ "handles": {
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	595	+ "tiktok": "dominosantantonio",
	596	+ "youtube": "dominosantantonio",
	597	+ "facebook": null,
	598	+ "x": null,
	599	+ "twitch": null
	600	+ },
	601	+ "metrics": {
	602	+ "instagram_followers": 526000,
	603	+ "tiktok_followers": 1400000,
	604	+ "youtube_subscribers": 264000,
	605	+ "facebook_followers": null,
	606	+ "x_followers": null,
	607	+ "twitch_followers": null
	608	+ },
	609	+ "category": "musique",
	610	+ "location": "Montréal, QC",
	611	+ "notes": "Batteure virtuose, contenu musical. Chiffres ~2021-2022. \| enrichi via recherche web 2026-08",
	612	+ "sources": [
	613	+ "alexturcotte_tiktok",
	614	+ "firecrawl_enrich"
	615	+ ],
	616	+ "total_followers": 2190000,
	617	+ "platform_count": 3,
	618	+ "tier": "méga (1M+)"
	619	+ },
	620	+ {
	621	+ "name": "Emy Lalune",
	622	+ "handles": {
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	624	+ "tiktok": "emylalune",
	625	+ "youtube": "emy lalune",
	626	+ "facebook": null,
	627	+ "x": null,
	628	+ "twitch": null
	629	+ },
	630	+ "metrics": {
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	632	+ "tiktok_followers": 1700000,
	633	+ "youtube_subscribers": 237000,
	634	+ "facebook_followers": null,
	635	+ "x_followers": null,
	636	+ "twitch_followers": null
	637	+ },
	638	+ "category": "humour",
	639	+ "location": "Québec",
	640	+ "notes": "Sketchs et humour décalé; projets en littérature jeunesse. TikTok chiffres ~2021-2022; classée top YouTubeurs QC 2026 par ONEWAY. \| Gagnante Gala InfluenceCréation 2025 — TikTokeuse de l'année. Hauls, friperie et mode durable; 1,7M abonnés cumulés selon Favikon (#13). \| enrichi via recherche web 2026-08",
	641	+ "sources": [
	642	+ "alexturcotte_tiktok",
	643	+ "oneway_youtube",
	644	+ "billie_youtube",
	645	+ "billie_gala",
	646	+ "grenier_gala",
	647	+ "favikon_qc",
	648	+ "firecrawl_enrich"
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	650	+ "total_followers": 2145000,
	651	+ "platform_count": 3,
	652	+ "tier": "méga (1M+)"
	653	+ },
	654	+ {
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	656	+ "handles": {
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	658	+ "tiktok": "carl.is.cooking",
	659	+ "youtube": "carl is cooking",
	660	+ "facebook": null,
	661	+ "x": null,
	662	+ "twitch": null
	663	+ },
	664	+ "metrics": {
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	666	+ "tiktok_followers": 427300,
	667	+ "youtube_subscribers": 1400000,
	668	+ "facebook_followers": null,
	669	+ "x_followers": null,
	670	+ "twitch_followers": null
	671	+ },
	672	+ "category": "food",
	673	+ "location": "Québec",
	674	+ "notes": "Recettes originales publiées très régulièrement. Chiffres 2022. \| Youtubeur pâtisserie et food hacks; finaliste du Meilleur Pâtissier (France); chiffres de 2019 \| enrichi via recherche web 2026-08",
	675	+ "sources": [
	676	+ "billie_youtube",
	677	+ "clark_food",
	678	+ "firecrawl_enrich"
	679	+ ],
	680	+ "total_followers": 2004300,
	681	+ "platform_count": 3,
	682	+ "tier": "méga (1M+)"
	683	+ },
	684	+ {
	685	+ "name": "Audrey-Anne J",
	686	+ "handles": {
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	688	+ "tiktok": "audreyanne.j",
	689	+ "youtube": null,
	690	+ "facebook": null,
	691	+ "x": null,
	692	+ "twitch": null
	693	+ },
	694	+ "metrics": {
	695	+ "instagram_followers": 1178875,
	696	+ "tiktok_followers": 768500,
	697	+ "youtube_subscribers": null,
	698	+ "facebook_followers": null,
	699	+ "x_followers": null,
	700	+ "twitch_followers": null
	701	+ },
	702	+ "category": "beauté",
	703	+ "location": "Île-du-Prince-Édouard (québécoise)",
	704	+ "notes": "idées de coiffures (hairstyles); Québécoise vivant à l'Î.-P.-É. \| enrichi via recherche web 2026-08",
	705	+ "sources": [
	706	+ "billie",
	707	+ "firecrawl_enrich"
	708	+ ],
	709	+ "total_followers": 1947375,
	710	+ "platform_count": 2,
	711	+ "tier": "méga (1M+)"
	712	+ },
	713	+ {
	714	+ "name": "Claudie Mercier",
	715	+ "handles": {
	716	+ "instagram": "claudiemercier_",
	717	+ "tiktok": "claudiemercier",
	718	+ "youtube": "claudiemercier",
	719	+ "facebook": null,
	720	+ "x": null,
	721	+ "twitch": null
	722	+ },
	723	+ "metrics": {
	724	+ "instagram_followers": 384000,
	725	+ "tiktok_followers": 1300000,
	726	+ "youtube_subscribers": 141000,
	727	+ "facebook_followers": 9500,
	728	+ "x_followers": null,
	729	+ "twitch_followers": null
	730	+ },
	731	+ "category": "voyage",
	732	+ "location": "Montréal (originaire de la Beauce)",
	733	+ "notes": "ex-OD Afrique du Sud, contenu voyage inspirant; 315k dans le palmarès Billie, 384K sur l'embed plus récent; top 5 L'Hebdo 2026 \| Ex-candidate d'Occupation Double devenue créatrice humoristique proche des jeunes. Chiffres TikTok ~2021-2022. Aussi mentionnée sur Billie (nouveau projet 2022). \| Révélée à Occupation Double Afrique du Sud (2019); humour, couple et santé mentale; livre Pas de secret entre nous (2024). #14 Favikon Québec (1,7M cumulés).",
	734	+ "sources": [
	735	+ "billie",
	736	+ "lhebdo",
	737	+ "alexturcotte_tiktok",
	738	+ "billie_youtube",
	739	+ "frank",
	740	+ "favikon_qc"
	741	+ ],
	742	+ "total_followers": 1834500,
	743	+ "platform_count": 4,
	744	+ "tier": "méga (1M+)"
	745	+ },
	746	+ {
	747	+ "name": "Gurky",
	748	+ "handles": {
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	750	+ "tiktok": "gurkytiktok",
	751	+ "youtube": "legurky",
	752	+ "facebook": null,
	753	+ "x": null,
	754	+ "twitch": null
	755	+ },
	756	+ "metrics": {
	757	+ "instagram_followers": 183000,
	758	+ "tiktok_followers": 195900,
	759	+ "youtube_subscribers": 1450000,
	760	+ "facebook_followers": null,
	761	+ "x_followers": null,
	762	+ "twitch_followers": null
	763	+ },
	764	+ "category": "food",
	765	+ "location": "Québec",
	766	+ "notes": "Défis culinaires et dégustations improbables. Top YouTubeurs QC 2026 (ONEWAY); #8 (vlog) au top 100 Titan 2022. \| enrichi via recherche web 2026-08",
	767	+ "sources": [
	768	+ "oneway_youtube",
	769	+ "titan_youtube_2022",
	770	+ "firecrawl_enrich"
	771	+ ],
	772	+ "total_followers": 1828900,
	773	+ "platform_count": 3,
	774	+ "tier": "méga (1M+)"
	775	+ },
	776	+ {
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	778	+ "handles": {
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	780	+ "tiktok": null,
	781	+ "youtube": null,
	782	+ "facebook": null,
	783	+ "x": null,
	784	+ "twitch": null
	785	+ },
	786	+ "metrics": {
	787	+ "instagram_followers": 1400000,
	788	+ "tiktok_followers": 365400,
	789	+ "youtube_subscribers": null,
	790	+ "facebook_followers": null,
	791	+ "x_followers": null,
	792	+ "twitch_followers": null
	793	+ },
	794	+ "category": "mode",
	795	+ "location": "Montréal",
	796	+ "notes": "mannequin, voyages autour du monde \| enrichi via recherche web 2026-08",
	797	+ "sources": [
	798	+ "billie",
	799	+ "firecrawl_enrich"
	800	+ ],
	801	+ "total_followers": 1765400,
	802	+ "platform_count": 2,
	803	+ "tier": "méga (1M+)"
	804	+ },
	805	+ {
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	807	+ "handles": {
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	809	+ "tiktok": "franceskafournier",
	810	+ "youtube": null,
	811	+ "facebook": null,
	812	+ "x": null,
	813	+ "twitch": null
	814	+ },
	815	+ "metrics": {
	816	+ "instagram_followers": 1200000,
	817	+ "tiktok_followers": 547000,
	818	+ "youtube_subscribers": null,
	819	+ "facebook_followers": null,
	820	+ "x_followers": null,
	821	+ "twitch_followers": null
	822	+ },
	823	+ "category": "mode",
	824	+ "location": "Québec",
	825	+ "notes": "mannequin et influenceuse voyage \| enrichi via recherche web 2026-08",
	826	+ "sources": [
	827	+ "billie",
	828	+ "firecrawl_enrich"
	829	+ ],
	830	+ "total_followers": 1747000,
	831	+ "platform_count": 2,
	832	+ "tier": "méga (1M+)"
	833	+ },
	834	+ {
	835	+ "name": "Alex Centomo",
	836	+ "handles": {
	837	+ "instagram": "alexcentomo",
	838	+ "tiktok": "alex_centomo",
	839	+ "youtube": "alexcentomo",
	840	+ "facebook": null,
	841	+ "x": null,
	842	+ "twitch": null
	843	+ },
	844	+ "metrics": {
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	846	+ "tiktok_followers": 80300,
	847	+ "youtube_subscribers": 578000,
	848	+ "facebook_followers": null,
	849	+ "x_followers": null,
	850	+ "twitch_followers": null
	851	+ },
	852	+ "category": "mode",
	853	+ "location": "Québec",
	854	+ "notes": "contenu mode, beauté et body positive; jeune maman \| enrichi via recherche web 2026-08",
	855	+ "sources": [
	856	+ "billie",
	857	+ "firecrawl_enrich"
	858	+ ],
	859	+ "total_followers": 1628300,
	860	+ "platform_count": 3,
	861	+ "tier": "méga (1M+)"
	862	+ },
	863	+ {
	864	+ "name": "Frank Leblanc (No Fancy Shit)",
	865	+ "handles": {
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	867	+ "tiktok": "nofancyshit",
	868	+ "youtube": null,
	869	+ "facebook": null,
	870	+ "x": null,
	871	+ "twitch": null
	872	+ },
	873	+ "metrics": {
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	875	+ "tiktok_followers": 1500000,
	876	+ "youtube_subscribers": null,
	877	+ "facebook_followers": null,
	878	+ "x_followers": null,
	879	+ "twitch_followers": null
	880	+ },
	881	+ "category": "food",
	882	+ "location": "Québec",
	883	+ "notes": "Cuisine « no fancy » humoristique, sans montrer son visage ni sa voix. Chiffres ~2021-2022. \| enrichi via recherche web 2026-08",
	884	+ "sources": [
	885	+ "alexturcotte_tiktok",
	886	+ "firecrawl_enrich"
	887	+ ],
	888	+ "total_followers": 1500000,
	889	+ "platform_count": 2,
	890	+ "tier": "méga (1M+)"
	891	+ },
	892	+ {
	893	+ "name": "Victoria Charlton",
	894	+ "handles": {
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	896	+ "tiktok": "victoriacharltonn",
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	898	+ "facebook": "victoriacharltonofficiel",
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	900	+ "twitch": null
	901	+ },
	902	+ "metrics": {
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	904	+ "tiktok_followers": 47700,
	905	+ "youtube_subscribers": 755000,
	906	+ "facebook_followers": 374000,
	907	+ "x_followers": null,
	908	+ "twitch_followers": null
	909	+ },
	910	+ "category": "autre",
	911	+ "location": "Québec",
	912	+ "notes": "Pionnière du true crime au Québec (enquêtes, paranormal). Abonnés YouTube : chiffres 2022. Aussi #9 au top 100 Titan 2022 et top YouTubeurs 2026 (ONEWAY). \| Référence du true crime francophone sur YouTube depuis 2014; autrice (Gardez l'œil ouvert), balados Post-Mortem et Trip de bouffe.",
	913	+ "sources": [
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	915	+ "titan_youtube_2022",
	916	+ "oneway_youtube",
	917	+ "frank",
	918	+ "metricool",
	919	+ "canadult"
	920	+ ],
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	922	+ "platform_count": 4,
	923	+ "tier": "méga (1M+)"
	924	+ },
	925	+ {
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	927	+ "handles": {
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	929	+ "tiktok": "rewiredbymike",
	930	+ "youtube": "mikechabot",
	931	+ "facebook": null,
	932	+ "x": null,
	933	+ "twitch": null
	934	+ },
	935	+ "metrics": {
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	937	+ "tiktok_followers": null,
	938	+ "youtube_subscribers": 14600,
	939	+ "facebook_followers": null,
	940	+ "x_followers": null,
	941	+ "twitch_followers": null
	942	+ },
	943	+ "category": "fitness",
	944	+ "location": "Québec",
	945	+ "notes": "ex-candidat de la télé-réalité XOXO, contenu fitness et inspirant \| enrichi via recherche web 2026-08",
	946	+ "sources": [
	947	+ "billie",
	948	+ "firecrawl_enrich"
	949	+ ],
	950	+ "total_followers": 1314600,
	951	+ "platform_count": 3,
	952	+ "tier": "méga (1M+)"
	953	+ },
	954	+ {
	955	+ "name": "Marianne Plaisance (2e peau)",
	956	+ "handles": {
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	958	+ "tiktok": "marianneplaisance",
	959	+ "youtube": "2e peau",
	960	+ "facebook": "2epeau",
	961	+ "x": null,
	962	+ "twitch": null
	963	+ },
	964	+ "metrics": {
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	966	+ "tiktok_followers": 514100,
	967	+ "youtube_subscribers": 240000,
	968	+ "facebook_followers": 38940,
	969	+ "x_followers": null,
	970	+ "twitch_followers": null
	971	+ },
	972	+ "category": "lifestyle",
	973	+ "location": "Québec",
	974	+ "notes": "Contenu créatif et original; le duo 2e peau s'est séparé mais Marianne poursuit la chaîne. Chiffres 2022. Aussi #17 (vlog) au top 100 Titan 2022. \| enrichi via recherche web 2026-08; facebook = J'aime de page",
	975	+ "sources": [
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	977	+ "titan_youtube_2022",
	978	+ "firecrawl_enrich"
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	981	+ "platform_count": 4,
	982	+ "tier": "méga (1M+)"
	983	+ },
	984	+ {
	985	+ "name": "Alicia Moffet",
	986	+ "handles": {
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	988	+ "tiktok": "aliciamoffet",
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	990	+ "facebook": "aliciamoffetofficial",
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	992	+ "twitch": null
	993	+ },
	994	+ "metrics": {
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	996	+ "tiktok_followers": 498300,
	997	+ "youtube_subscribers": 221000,
	998	+ "facebook_followers": 90000,
	999	+ "x_followers": null,
	1000	+ "twitch_followers": null
	1001	+ },
	1002	+ "category": "musique",
	1003	+ "location": "Québec",
	1004	+ "notes": "chanteuse et maman; citée dans le top 5 québécois 2026 de L'Hebdo \| Chanteuse; vidéoclips sur YouTube. Chiffres 2022. \| Chanteuse pop (The Next Star 2013, La Voix 2015), marque Silly Billy, coanime Occupation Double depuis 2023. Revenus estimés 500k$–2M$ (canadult).",
	1005	+ "sources": [
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	1007	+ "lhebdo",
	1008	+ "billie_youtube",
	1009	+ "frank",
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	1014	+ "tier": "méga (1M+)"
	1015	+ },
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	1018	+ "handles": {
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	1020	+ "tiktok": "lysandrenadeau",
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	1645	+ "notes": "Mode, beauté, déco et humour; publie environ une fois par mois. Chiffres 2022. \| enrichi via recherche web 2026-08",
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	1674	+ "notes": "ex-Occupation Double Afrique du Sud \| enrichi via recherche web 2026-08",
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	2108	+ "notes": "prof de yoga, marque de loungewear Reckless Minds \| Créatrice de contenu adulte (OnlyFans), populaire sur Instagram/TikTok; revenus estimés 100k$–300k$ (canadult). \| enrichi via recherche web 2026-08",
	2109	+ "sources": [
	2110	+ "billie",
	2111	+ "canadult",
	2112	+ "firecrawl_enrich"
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	2114	+ "total_followers": 285800,
	2115	+ "platform_count": 3,
	2116	+ "tier": "macro (100K+)"
	2117	+ },
	2118	+ {
	2119	+ "name": "Esther Brzezinski",
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	2124	+ "facebook": null,
	2125	+ "x": "estieb",
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	2128	+ "metrics": {
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	2130	+ "tiktok_followers": 165400,
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	2134	+ "twitch_followers": null
	2135	+ },
	2136	+ "category": "lifestyle",
	2137	+ "location": "Montréal",
	2138	+ "notes": "« Age Is Not My Cage », actrice/voix/podcasteuse de 65 ans, engagement 10% \| enrichi via recherche web 2026-08",
	2139	+ "sources": [
	2140	+ "collabstr",
	2141	+ "firecrawl_enrich"
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	2143	+ "total_followers": 273600,
	2144	+ "platform_count": 3,
	2145	+ "tier": "macro (100K+)"
	2146	+ },
	2147	+ {
	2148	+ "name": "Amélie Barbeau",
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	2152	+ "youtube": "amyfashionimpact",
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	2158	+ "instagram_followers": 59200,
	2159	+ "tiktok_followers": 8540,
	2160	+ "youtube_subscribers": 202000,
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	2164	+ },
	2165	+ "category": "humour",
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	2167	+ "notes": "DIY et vidéos humoristiques, plus de 10 ans sur YouTube. Chiffres 2022. Aussi #44 (beauté/mode) au top 100 Titan 2022. \| enrichi via recherche web 2026-08",
	2168	+ "sources": [
	2169	+ "billie_youtube",
	2170	+ "titan_youtube_2022",
	2171	+ "firecrawl_enrich"
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	2173	+ "total_followers": 269740,
	2174	+ "platform_count": 3,
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	2178	+ "name": "Julie-Anne Ho",
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	2188	+ "instagram_followers": 237000,
	2189	+ "tiktok_followers": 30900,
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	2193	+ "twitch_followers": null
	2194	+ },
	2195	+ "category": "mode",
	2196	+ "location": "Montréal",
	2197	+ "notes": "ex-OD Grèce et OD Chez Nous; marque d'accessoires Essaim \| Créatrice de contenu ayant lancé la ligne d'accessoires Essaim; mentionnée dans un article connexe de Billie (aucune métrique dans la source). \| enrichi via recherche web 2026-08",
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	2199	+ "billie",
	2200	+ "billie_youtube",
	2201	+ "firecrawl_enrich"
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	2208	+ "name": "Nick Suzuki",
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	2225	+ "category": "sport",
	2226	+ "location": "Montréal",
	2227	+ "notes": "Top 20 Modash Montréal, rang 5; capitaine des Canadiens de Montréal; engagement 3% \| enrichi via recherche web 2026-08",
	2228	+ "sources": [
	2229	+ "modash",
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	2232	+ "total_followers": 258000,
	2233	+ "platform_count": 1,
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	2236	+ {
	2237	+ "name": "Christine Morency",
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	2240	+ "tiktok": "christinemorency",
	2241	+ "youtube": "christinemorencycm",
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	2248	+ "tiktok_followers": 93400,
	2249	+ "youtube_subscribers": 2430,
	2250	+ "facebook_followers": null,
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	2254	+ "category": "humour",
	2255	+ "location": "Montréal",
	2256	+ "notes": "Top 20 Modash Montréal, rang 13; humoriste à temps plein; engagement 4.78% \| enrichi via recherche web 2026-08",
	2257	+ "sources": [
	2258	+ "modash",
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	2260	+ ],
	2261	+ "total_followers": 252330,
	2262	+ "platform_count": 3,
	2263	+ "tier": "macro (100K+)"
	2264	+ },
	2265	+ {
	2266	+ "name": "Maude Lavoie",
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	2269	+ "tiktok": "maude.lavoie",
	2270	+ "youtube": null,
	2271	+ "facebook": null,
	2272	+ "x": null,
	2273	+ "twitch": null
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	2275	+ "metrics": {
	2276	+ "instagram_followers": 207000,
	2277	+ "tiktok_followers": 34300,
	2278	+ "youtube_subscribers": null,
	2279	+ "facebook_followers": null,
	2280	+ "x_followers": null,
	2281	+ "twitch_followers": null
	2282	+ },
	2283	+ "category": "télé-réalité",
	2284	+ "location": "Québec",
	2285	+ "notes": "ex-candidate OD Grèce, maintenant maman (embed plus récent: 188K) \| enrichi via recherche web 2026-08",
	2286	+ "sources": [
	2287	+ "billie",
	2288	+ "firecrawl_enrich"
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	2290	+ "total_followers": 241300,
	2291	+ "platform_count": 2,
	2292	+ "tier": "macro (100K+)"
	2293	+ },
	2294	+ {
	2295	+ "name": "Myriam Lemay",
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	2298	+ "tiktok": null,
	2299	+ "youtube": null,
	2300	+ "facebook": null,
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	2303	+ },
	2304	+ "metrics": {
	2305	+ "instagram_followers": 219000,
	2306	+ "tiktok_followers": null,
	2307	+ "youtube_subscribers": null,
	2308	+ "facebook_followers": null,
	2309	+ "x_followers": null,
	2310	+ "twitch_followers": null
	2311	+ },
	2312	+ "category": "lifestyle",
	2313	+ "location": "Québec (ville)",
	2314	+ "notes": "créatrice de contenu, maman depuis octobre 2021 \| enrichi via recherche web 2026-08",
	2315	+ "sources": [
	2316	+ "billie",
	2317	+ "firecrawl_enrich"
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	2319	+ "total_followers": 219000,
	2320	+ "platform_count": 1,
	2321	+ "tier": "macro (100K+)"
	2322	+ },
	2323	+ {
	2324	+ "name": "Marina Bastarache",
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	2327	+ "tiktok": null,
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	2330	+ "x": null,
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	2333	+ "metrics": {
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	2335	+ "tiktok_followers": null,
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	2338	+ "x_followers": null,
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	2340	+ },
	2341	+ "category": "voyage",
	2342	+ "location": "Québec",
	2343	+ "notes": "Comédienne et grande voyageuse (liste NoovoMoi des Québécois qui voyagent)",
	2344	+ "sources": [
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	2347	+ "total_followers": 210000,
	2348	+ "platform_count": 1,
	2349	+ "tier": "macro (100K+)"
	2350	+ },
	2351	+ {
	2352	+ "name": "Émilie Rossignol",
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	2355	+ "tiktok": null,
	2356	+ "youtube": null,
	2357	+ "facebook": null,
	2358	+ "x": null,
	2359	+ "twitch": null
	2360	+ },
	2361	+ "metrics": {
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	2363	+ "tiktok_followers": 97000,
	2364	+ "youtube_subscribers": null,
	2365	+ "facebook_followers": null,
	2366	+ "x_followers": null,
	2367	+ "twitch_followers": null
	2368	+ },
	2369	+ "category": "food",
	2370	+ "location": "Montréal",
	2371	+ "notes": "Créatrice food, connexion et voyage; TikTok 97 000 selon La Grappe",
	2372	+ "sources": [
	2373	+ "feedspot_food",
	2374	+ "lagrappe_food"
	2375	+ ],
	2376	+ "total_followers": 209200,
	2377	+ "platform_count": 2,
	2378	+ "tier": "macro (100K+)"
	2379	+ },
	2380	+ {
	2381	+ "name": "Célin Do (Crazy Broke Asian)",
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	2383	+ "instagram": "crazybr0keasian",
	2384	+ "tiktok": null,
	2385	+ "youtube": "crazybrokeasian",
	2386	+ "facebook": null,
	2387	+ "x": null,
	2388	+ "twitch": null
	2389	+ },
	2390	+ "metrics": {
	2391	+ "instagram_followers": 208600,
	2392	+ "tiktok_followers": null,
	2393	+ "youtube_subscribers": null,
	2394	+ "facebook_followers": null,
	2395	+ "x_followers": null,
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	2397	+ },
	2398	+ "category": "autre",
	2399	+ "location": "Montréal",
	2400	+ "notes": "Top 20 Modash Montréal, rang 7; docu-série et animation Crazy Broke Asian; engagement 2.43% \| enrichi via recherche web 2026-08",
	2401	+ "sources": [
	2402	+ "modash",
	2403	+ "firecrawl_enrich"
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	2405	+ "total_followers": 208600,
	2406	+ "platform_count": 2,
	2407	+ "tier": "macro (100K+)"
	2408	+ },
	2409	+ {
	2410	+ "name": "Lane Hutson",
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	2413	+ "tiktok": null,
	2414	+ "youtube": null,
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	2418	+ },
	2419	+ "metrics": {
	2420	+ "instagram_followers": 196500,
	2421	+ "tiktok_followers": null,
	2422	+ "youtube_subscribers": null,
	2423	+ "facebook_followers": null,
	2424	+ "x_followers": null,
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	2426	+ },
	2427	+ "category": "sport",
	2428	+ "location": "Montréal",
	2429	+ "notes": "Top 20 Modash Montréal, rang 8; défenseur des Canadiens de Montréal; engagement 3.3%",
	2430	+ "sources": [
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	2433	+ "total_followers": 196500,
	2434	+ "platform_count": 1,
	2435	+ "tier": "macro (100K+)"
	2436	+ },
	2437	+ {
	2438	+ "name": "Vanessa Larche",
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	2440	+ "instagram": "vanessa.andrea.beauty",
	2441	+ "tiktok": null,
	2442	+ "youtube": null,
	2443	+ "facebook": null,
	2444	+ "x": null,
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	2446	+ },
	2447	+ "metrics": {
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	2449	+ "tiktok_followers": null,
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	2454	+ },
	2455	+ "category": "beauté",
	2456	+ "location": "Montréal",
	2457	+ "notes": "beauté et lifestyle, maman de 2 garçons; 178K sur le compte embed @vanessa.larche \| enrichi via recherche web 2026-08",
	2458	+ "sources": [
	2459	+ "embold",
	2460	+ "firecrawl_enrich"
	2461	+ ],
	2462	+ "total_followers": 178000,
	2463	+ "platform_count": 1,
	2464	+ "tier": "macro (100K+)"
	2465	+ },
	2466	+ {
	2467	+ "name": "Ivan Demidov",
	2468	+ "handles": {
	2469	+ "instagram": "_i.demidov",
	2470	+ "tiktok": null,
	2471	+ "youtube": null,
	2472	+ "facebook": null,
	2473	+ "x": null,
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	2475	+ },
	2476	+ "metrics": {
	2477	+ "instagram_followers": 159400,
	2478	+ "tiktok_followers": null,
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	2481	+ "x_followers": null,
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	2483	+ },
	2484	+ "category": "sport",
	2485	+ "location": "Montréal",
	2486	+ "notes": "Top 20 Modash Montréal, rang 11; attaquant des Canadiens de Montréal (#93); engagement 12.39%",
	2487	+ "sources": [
	2488	+ "modash"
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	2490	+ "total_followers": 159400,
	2491	+ "platform_count": 1,
	2492	+ "tier": "macro (100K+)"
	2493	+ },
	2494	+ {
	2495	+ "name": "Shamit Shome",
	2496	+ "handles": {
	2497	+ "instagram": "shamit_shome07",
	2498	+ "tiktok": null,
	2499	+ "youtube": null,
	2500	+ "facebook": null,
	2501	+ "x": null,
	2502	+ "twitch": null
	2503	+ },
	2504	+ "metrics": {
	2505	+ "instagram_followers": 157400,
	2506	+ "tiktok_followers": null,
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	2508	+ "facebook_followers": null,
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	2510	+ "twitch_followers": null
	2511	+ },
	2512	+ "category": "sport",
	2513	+ "location": "Montréal",
	2514	+ "notes": "Top 20 Modash Montréal, rang 12; footballeur (soccer), audience surtout Montréal/Edmonton; engagement 17.77% \| enrichi via recherche web 2026-08",
	2515	+ "sources": [
	2516	+ "modash",
	2517	+ "firecrawl_enrich"
	2518	+ ],
	2519	+ "total_followers": 157400,
	2520	+ "platform_count": 1,
	2521	+ "tier": "macro (100K+)"
	2522	+ },
	2523	+ {
	2524	+ "name": "Math Pellerin",
	2525	+ "handles": {
	2526	+ "instagram": "mathieupellerin._",
	2527	+ "tiktok": null,
	2528	+ "youtube": null,
	2529	+ "facebook": null,
	2530	+ "x": null,
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	2532	+ },
	2533	+ "metrics": {
	2534	+ "instagram_followers": 155000,
	2535	+ "tiktok_followers": null,
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	2537	+ "facebook_followers": null,
	2538	+ "x_followers": null,
	2539	+ "twitch_followers": null
	2540	+ },
	2541	+ "category": "gaming",
	2542	+ "location": "Québec",
	2543	+ "notes": "Finaliste Occupation Double Afrique du Sud 2019, devenu streamer Twitch (gaming, discussions)",
	2544	+ "sources": [
	2545	+ "leregard_twitch"
	2546	+ ],
	2547	+ "total_followers": 155000,
	2548	+ "platform_count": 1,
	2549	+ "tier": "macro (100K+)"
	2550	+ },
	2551	+ {
	2552	+ "name": "Félix-Antoine Tremblay",
	2553	+ "handles": {
	2554	+ "instagram": "phoenixantoine",
	2555	+ "tiktok": null,
	2556	+ "youtube": null,
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	2560	+ },
	2561	+ "metrics": {
	2562	+ "instagram_followers": 151900,
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	2569	+ "category": "autre",
	2570	+ "location": "Montréal",
	2571	+ "notes": "Top 20 Modash Montréal, rang 15; comédien / créateur de contenu; engagement 2.32%",
	2572	+ "sources": [
	2573	+ "modash"
	2574	+ ],
	2575	+ "total_followers": 151900,
	2576	+ "platform_count": 1,
	2577	+ "tier": "macro (100K+)"
	2578	+ },
	2579	+ {
	2580	+ "name": "Murphy Cooper",
	2581	+ "handles": {
	2582	+ "instagram": "murphycooper",
	2583	+ "tiktok": null,
	2584	+ "youtube": null,
	2585	+ "facebook": null,
	2586	+ "x": null,
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	2588	+ },
	2589	+ "metrics": {
	2590	+ "instagram_followers": 144200,
	2591	+ "tiktok_followers": null,
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	2593	+ "facebook_followers": null,
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	2596	+ },
	2597	+ "category": "mode",
	2598	+ "location": "Montréal",
	2599	+ "notes": "Gagnant Gala InfluenceCréation 2025 — Expression artistique. \| Top 20 Modash Montréal, rang 16; surcycleur de vêtements (upcycling), #CONNULIFE; engagement 3.13%",
	2600	+ "sources": [
	2601	+ "billie_gala",
	2602	+ "grenier_gala",
	2603	+ "modash"
	2604	+ ],
	2605	+ "total_followers": 144200,
	2606	+ "platform_count": 1,
	2607	+ "tier": "macro (100K+)"
	2608	+ },
	2609	+ {
	2610	+ "name": "Yann Enrich",
	2611	+ "handles": {
	2612	+ "instagram": "samples.fr",
	2613	+ "tiktok": null,
	2614	+ "youtube": null,
	2615	+ "facebook": null,
	2616	+ "x": null,
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	2618	+ },
	2619	+ "metrics": {
	2620	+ "instagram_followers": 137500,
	2621	+ "tiktok_followers": 5500,
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	2624	+ "x_followers": null,
	2625	+ "twitch_followers": null
	2626	+ },
	2627	+ "category": "musique",
	2628	+ "location": "Montréal",
	2629	+ "notes": "vidéos sur les samples musicaux et la techno (vinyle, DJ, micro); X entre 10k et 50k",
	2630	+ "sources": [
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	2632	+ ],
	2633	+ "total_followers": 143000,
	2634	+ "platform_count": 2,
	2635	+ "tier": "macro (100K+)"
	2636	+ },
	2637	+ {
	2638	+ "name": "Joanie Grenier",
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	2641	+ "tiktok": null,
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	2646	+ },
	2647	+ "metrics": {
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	2654	+ },
	2655	+ "category": "humour",
	2656	+ "location": "Montréal",
	2657	+ "notes": "Top 20 Modash Montréal, rang 17; animatrice de podcast, contenu bien-être/sexualité; engagement 2.6%",
	2658	+ "sources": [
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	2662	+ "platform_count": 1,
	2663	+ "tier": "macro (100K+)"
	2664	+ },
	2665	+ {
	2666	+ "name": "Pézie Beaudin",
	2667	+ "handles": {
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	5612	+ "total_followers": 11400,
	5613	+ "platform_count": 1,
	5614	+ "tier": "micro (10K+)"
	5615	+ },
	5616	+ {
	5617	+ "name": "Émilie Gaillet (Émilie Murmure)",
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	5620	+ "tiktok": null,
	5621	+ "youtube": null,
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	5626	+ "metrics": {
	5627	+ "instagram_followers": 11300,
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	5630	+ "facebook_followers": null,
	5631	+ "x_followers": null,
	5632	+ "twitch_followers": null
	5633	+ },
	5634	+ "category": "food",
	5635	+ "location": "Montréal",
	5636	+ "notes": "Photographe et styliste culinaire, création de recettes; blogue primé Taste Canada Awards 2018",
	5637	+ "sources": [
	5638	+ "feedspot_food",
	5639	+ "clark_food"
	5640	+ ],
	5641	+ "total_followers": 11300,
	5642	+ "platform_count": 1,
	5643	+ "tier": "micro (10K+)"
	5644	+ },
	5645	+ {
	5646	+ "name": "Genevieve Wong",
	5647	+ "handles": {
	5648	+ "instagram": "goodgirlgigi_",
	5649	+ "tiktok": null,
	5650	+ "youtube": null,
	5651	+ "facebook": null,
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	5654	+ },
	5655	+ "metrics": {
	5656	+ "instagram_followers": 11200,
	5657	+ "tiktok_followers": null,
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	5660	+ "x_followers": null,
	5661	+ "twitch_followers": null
	5662	+ },
	5663	+ "category": "lifestyle",
	5664	+ "location": "Montréal",
	5665	+ "notes": "lifestyle, maternité et mode; maman de jumeaux",
	5666	+ "sources": [
	5667	+ "collabstr"
	5668	+ ],
	5669	+ "total_followers": 11200,
	5670	+ "platform_count": 1,
	5671	+ "tier": "micro (10K+)"
	5672	+ },
	5673	+ {
	5674	+ "name": "V. (verolagachette)",
	5675	+ "handles": {
	5676	+ "instagram": "verolagachette",
	5677	+ "tiktok": null,
	5678	+ "youtube": null,
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	5680	+ "x": null,
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	5682	+ },
	5683	+ "metrics": {
	5684	+ "instagram_followers": 11200,
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	5690	+ },
	5691	+ "category": "autre",
	5692	+ "location": "Québec",
	5693	+ "notes": "Top 20 Modash Québec, rang 9; tatoueuse retraitée (@blackxlfc); engagement 1.46%",
	5694	+ "sources": [
	5695	+ "modash"
	5696	+ ],
	5697	+ "total_followers": 11200,
	5698	+ "platform_count": 1,
	5699	+ "tier": "micro (10K+)"
	5700	+ },
	5701	+ {
	5702	+ "name": "Émilie Brun-Cormier",
	5703	+ "handles": {
	5704	+ "instagram": "emiliebruncormier",
	5705	+ "tiktok": "emiliebruncormier",
	5706	+ "youtube": null,
	5707	+ "facebook": null,
	5708	+ "x": null,
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	5710	+ },
	5711	+ "metrics": {
	5712	+ "instagram_followers": 10900,
	5713	+ "tiktok_followers": null,
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	5719	+ "category": "lifestyle",
	5720	+ "location": "Québec",
	5721	+ "notes": "Top 20 Modash Québec, rang 10; plein air, ambassadrice Sports Experts Laurier; engagement 3.9%",
	5722	+ "sources": [
	5723	+ "modash"
	5724	+ ],
	5725	+ "total_followers": 10900,
	5726	+ "platform_count": 2,
	5727	+ "tier": "micro (10K+)"
	5728	+ },
	5729	+ {
	5730	+ "name": "Lauréan Tardif",
	5731	+ "handles": {
	5732	+ "instagram": "laureantardif",
	5733	+ "tiktok": null,
	5734	+ "youtube": null,
	5735	+ "facebook": null,
	5736	+ "x": null,
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	5738	+ },
	5739	+ "metrics": {
	5740	+ "instagram_followers": 10900,
	5741	+ "tiktok_followers": null,
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	5744	+ "x_followers": null,
	5745	+ "twitch_followers": null
	5746	+ },
	5747	+ "category": "voyage",
	5748	+ "location": "Québec",
	5749	+ "notes": "Top 20 Modash Québec, rang 11; vidéaste d'expédition / plein air; engagement 2.8%",
	5750	+ "sources": [
	5751	+ "modash"
	5752	+ ],
	5753	+ "total_followers": 10900,
	5754	+ "platform_count": 1,
	5755	+ "tier": "micro (10K+)"
	5756	+ },
	5757	+ {
	5758	+ "name": "École de cirque de Québec",
	5759	+ "handles": {
	5760	+ "instagram": "ecoledecirquedequebec",
	5761	+ "tiktok": null,
	5762	+ "youtube": null,
	5763	+ "facebook": null,
	5764	+ "x": null,
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	5766	+ },
	5767	+ "metrics": {
	5768	+ "instagram_followers": 10800,
	5769	+ "tiktok_followers": null,
	5770	+ "youtube_subscribers": null,
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	5774	+ },
	5775	+ "category": "autre",
	5776	+ "location": "Québec",
	5777	+ "notes": "Top 20 Modash Québec, rang 12; école de cirque contemporain (organisation); engagement 1.41%",
	5778	+ "sources": [
	5779	+ "modash"
	5780	+ ],
	5781	+ "total_followers": 10800,
	5782	+ "platform_count": 1,
	5783	+ "tier": "micro (10K+)"
	5784	+ },
	5785	+ {
	5786	+ "name": "Olivier Lohman",
	5787	+ "handles": {
	5788	+ "instagram": "speedbird3000",
	5789	+ "tiktok": null,
	5790	+ "youtube": null,
	5791	+ "facebook": null,
	5792	+ "x": null,
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	5794	+ },
	5795	+ "metrics": {
	5796	+ "instagram_followers": 10600,
	5797	+ "tiktok_followers": null,
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	5800	+ "x_followers": null,
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	5802	+ },
	5803	+ "category": "autre",
	5804	+ "location": "Québec",
	5805	+ "notes": "Top 20 Modash Québec, rang 13; contenu aviation / pilote; engagement 10.96%",
	5806	+ "sources": [
	5807	+ "modash"
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	5809	+ "total_followers": 10600,
	5810	+ "platform_count": 1,
	5811	+ "tier": "micro (10K+)"
	5812	+ },
	5813	+ {
	5814	+ "name": "Katia Curadeau",
	5815	+ "handles": {
	5816	+ "instagram": "katiacuradeau",
	5817	+ "tiktok": null,
	5818	+ "youtube": null,
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	5820	+ "x": null,
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	5822	+ },
	5823	+ "metrics": {
	5824	+ "instagram_followers": 10500,
	5825	+ "tiktok_followers": null,
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	5827	+ "facebook_followers": null,
	5828	+ "x_followers": null,
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	5830	+ },
	5831	+ "category": "mode",
	5832	+ "location": "Québec",
	5833	+ "notes": "Top 20 Modash Québec, rang 14; modèle photo / photographie (@photokurado); engagement 1.65%",
	5834	+ "sources": [
	5835	+ "modash"
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	5837	+ "total_followers": 10500,
	5838	+ "platform_count": 1,
	5839	+ "tier": "micro (10K+)"
	5840	+ },
	5841	+ {
	5842	+ "name": "Kristeena Saint",
	5843	+ "handles": {
	5844	+ "instagram": "kristeenamichelle",
	5845	+ "tiktok": null,
	5846	+ "youtube": null,
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	5850	+ },
	5851	+ "metrics": {
	5852	+ "instagram_followers": 10400,
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	5857	+ "twitch_followers": null
	5858	+ },
	5859	+ "category": "food",
	5860	+ "location": "Montréal",
	5861	+ "notes": "Foodie pigiste",
	5862	+ "sources": [
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	5864	+ ],
	5865	+ "total_followers": 10400,
	5866	+ "platform_count": 1,
	5867	+ "tier": "micro (10K+)"
	5868	+ },
	5869	+ {
	5870	+ "name": "Annabelle Gervais-Tanguay (anna)",
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	5873	+ "tiktok": null,
	5874	+ "youtube": null,
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	5878	+ },
	5879	+ "metrics": {
	5880	+ "instagram_followers": 10100,
	5881	+ "tiktok_followers": null,
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	5884	+ "x_followers": null,
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	5886	+ },
	5887	+ "category": "lifestyle",
	5888	+ "location": "Québec",
	5889	+ "notes": "Top 20 Modash Québec, rang 15; engagement 9.12%",
	5890	+ "sources": [
	5891	+ "modash"
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	5893	+ "total_followers": 10100,
	5894	+ "platform_count": 1,
	5895	+ "tier": "micro (10K+)"
	5896	+ },
	5897	+ {
	5898	+ "name": "Cynthia (cl_blog)",
	5899	+ "handles": {
	5900	+ "instagram": "cl_blog",
	5901	+ "tiktok": null,
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	5906	+ },
	5907	+ "metrics": {
	5908	+ "instagram_followers": 10100,
	5909	+ "tiktok_followers": null,
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	5913	+ "twitch_followers": null
	5914	+ },
	5915	+ "category": "food",
	5916	+ "location": "Montréal",
	5917	+ "notes": "Blogueuse MTL: food, lifestyle, activités, voyage \| Aventures culinaires et contenu UGC",
	5918	+ "sources": [
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	5920	+ ],
	5921	+ "total_followers": 10100,
	5922	+ "platform_count": 1,
	5923	+ "tier": "micro (10K+)"
	5924	+ },
	5925	+ {
	5926	+ "name": "Girlie Owusu",
	5927	+ "handles": {
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	5929	+ "tiktok": null,
	5930	+ "youtube": null,
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	5932	+ "x": null,
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	5934	+ },
	5935	+ "metrics": {
	5936	+ "instagram_followers": 9900,
	5937	+ "tiktok_followers": null,
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	5940	+ "x_followers": null,
	5941	+ "twitch_followers": null
	5942	+ },
	5943	+ "category": "mode",
	5944	+ "location": "Montréal",
	5945	+ "notes": "mode, cheveux bouclés, beauté et skincare; mannequin",
	5946	+ "sources": [
	5947	+ "collabstr"
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	5949	+ "total_followers": 9900,
	5950	+ "platform_count": 1,
	5951	+ "tier": "nano/inconnu"
	5952	+ },
	5953	+ {
	5954	+ "name": "Eben Gomat",
	5955	+ "handles": {
	5956	+ "instagram": "gomateben",
	5957	+ "tiktok": null,
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	5959	+ "facebook": null,
	5960	+ "x": null,
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	5962	+ },
	5963	+ "metrics": {
	5964	+ "instagram_followers": 9800,
	5965	+ "tiktok_followers": null,
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	5969	+ "twitch_followers": null
	5970	+ },
	5971	+ "category": "fitness",
	5972	+ "location": "Montréal",
	5973	+ "notes": "santé, fitness et mode masculine",
	5974	+ "sources": [
	5975	+ "feedspot"
	5976	+ ],
	5977	+ "total_followers": 9800,
	5978	+ "platform_count": 1,
	5979	+ "tier": "nano/inconnu"
	5980	+ },
	5981	+ {
	5982	+ "name": "Lisa Cote",
	5983	+ "handles": {
	5984	+ "instagram": "liisacotee__",
	5985	+ "tiktok": null,
	5986	+ "youtube": null,
	5987	+ "facebook": null,
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	5990	+ },
	5991	+ "metrics": {
	5992	+ "instagram_followers": 9500,
	5993	+ "tiktok_followers": null,
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	5996	+ "x_followers": null,
	5997	+ "twitch_followers": null
	5998	+ },
	5999	+ "category": "autre",
	6000	+ "location": "Québec",
	6001	+ "notes": "UGC et photographie de produit",
	6002	+ "sources": [
	6003	+ "collabstr"
	6004	+ ],
	6005	+ "total_followers": 9500,
	6006	+ "platform_count": 1,
	6007	+ "tier": "nano/inconnu"
	6008	+ },
	6009	+ {
	6010	+ "name": "Kelly Ann Turcot",
	6011	+ "handles": {
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	6013	+ "tiktok": null,
	6014	+ "youtube": null,
	6015	+ "facebook": null,
	6016	+ "x": null,
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	6018	+ },
	6019	+ "metrics": {
	6020	+ "instagram_followers": 9400,
	6021	+ "tiktok_followers": null,
	6022	+ "youtube_subscribers": null,
	6023	+ "facebook_followers": null,
	6024	+ "x_followers": null,
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	6027	+ "category": "lifestyle",
	6028	+ "location": "Québec",
	6029	+ "notes": "Top 20 Modash Québec, rang 16; partenariat @undz; engagement 6%",
	6030	+ "sources": [
	6031	+ "modash"
	6032	+ ],
	6033	+ "total_followers": 9400,
	6034	+ "platform_count": 1,
	6035	+ "tier": "nano/inconnu"
	6036	+ },
	6037	+ {
	6038	+ "name": "Tracy Vee",
	6039	+ "handles": {
	6040	+ "instagram": "misstracyvee",
	6041	+ "tiktok": null,
	6042	+ "youtube": null,
	6043	+ "facebook": null,
	6044	+ "x": null,
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	6046	+ },
	6047	+ "metrics": {
	6048	+ "instagram_followers": 9300,
	6049	+ "tiktok_followers": null,
	6050	+ "youtube_subscribers": null,
	6051	+ "facebook_followers": null,
	6052	+ "x_followers": null,
	6053	+ "twitch_followers": null
	6054	+ },
	6055	+ "category": "beauté",
	6056	+ "location": "Montréal",
	6057	+ "notes": "maquilleuse (MUA) pour cinéma, télé et pubs (@tracyveemakeup)",
	6058	+ "sources": [
	6059	+ "feedspot"
	6060	+ ],
	6061	+ "total_followers": 9300,
	6062	+ "platform_count": 1,
	6063	+ "tier": "nano/inconnu"
	6064	+ },
	6065	+ {
	6066	+ "name": "Laurence L. Lepage",
	6067	+ "handles": {
	6068	+ "instagram": "laurence_l._lepage",
	6069	+ "tiktok": null,
	6070	+ "youtube": null,
	6071	+ "facebook": null,
	6072	+ "x": null,
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	6074	+ },
	6075	+ "metrics": {
	6076	+ "instagram_followers": 9216,
	6077	+ "tiktok_followers": null,
	6078	+ "youtube_subscribers": null,
	6079	+ "facebook_followers": null,
	6080	+ "x_followers": null,
	6081	+ "twitch_followers": null
	6082	+ },
	6083	+ "category": "voyage",
	6084	+ "location": "Québec",
	6085	+ "notes": "Photographe de paysages et grands espaces, couchers de soleil",
	6086	+ "sources": [
	6087	+ "noovomoi_voyage"
	6088	+ ],
	6089	+ "total_followers": 9216,
	6090	+ "platform_count": 1,
	6091	+ "tier": "nano/inconnu"
	6092	+ },
	6093	+ {
	6094	+ "name": "Fernanda Gonzalez",
	6095	+ "handles": {
	6096	+ "instagram": null,
	6097	+ "tiktok": "ferchi0802",
	6098	+ "youtube": null,
	6099	+ "facebook": null,
	6100	+ "x": null,
	6101	+ "twitch": null
	6102	+ },
	6103	+ "metrics": {
	6104	+ "instagram_followers": null,
	6105	+ "tiktok_followers": 8700,
	6106	+ "youtube_subscribers": null,
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	6108	+ "x_followers": null,
	6109	+ "twitch_followers": null
	6110	+ },
	6111	+ "category": "lifestyle",
	6112	+ "location": "Québec",
	6113	+ "notes": "Créatrice latina en espagnol pour la communauté latino-américaine au Canada. Taux d'engagement 73.35%.",
	6114	+ "sources": [
	6115	+ "collabstr_tiktok"
	6116	+ ],
	6117	+ "total_followers": 8700,
	6118	+ "platform_count": 1,
	6119	+ "tier": "nano/inconnu"
	6120	+ },
	6121	+ {
	6122	+ "name": "Juliette Painchaud",
	6123	+ "handles": {
	6124	+ "instagram": "juliette_painchaud",
	6125	+ "tiktok": "juliettepainchaud",
	6126	+ "youtube": null,
	6127	+ "facebook": null,
	6128	+ "x": null,
	6129	+ "twitch": null
	6130	+ },
	6131	+ "metrics": {
	6132	+ "instagram_followers": 8700,
	6133	+ "tiktok_followers": null,
	6134	+ "youtube_subscribers": null,
	6135	+ "facebook_followers": null,
	6136	+ "x_followers": null,
	6137	+ "twitch_followers": null
	6138	+ },
	6139	+ "category": "sport",
	6140	+ "location": "Québec",
	6141	+ "notes": "Top 20 Modash Québec, rang 17; marathonienne (Boston Marathon); engagement 9.16%",
	6142	+ "sources": [
	6143	+ "modash"
	6144	+ ],
	6145	+ "total_followers": 8700,
	6146	+ "platform_count": 2,
	6147	+ "tier": "nano/inconnu"
	6148	+ },
	6149	+ {
	6150	+ "name": "Benoit Boulanger",
	6151	+ "handles": {
	6152	+ "instagram": "ben.boulanger",
	6153	+ "tiktok": null,
	6154	+ "youtube": null,
	6155	+ "facebook": null,
	6156	+ "x": null,
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	6158	+ },
	6159	+ "metrics": {
	6160	+ "instagram_followers": 8600,
	6161	+ "tiktok_followers": null,
	6162	+ "youtube_subscribers": null,
	6163	+ "facebook_followers": null,
	6164	+ "x_followers": null,
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	6166	+ },
	6167	+ "category": "fitness",
	6168	+ "location": "Québec",
	6169	+ "notes": "Top 20 Modash Québec, rang 18; athlète CrossFit et nutritionniste Dt.P; engagement 3.52%",
	6170	+ "sources": [
	6171	+ "modash"
	6172	+ ],
	6173	+ "total_followers": 8600,
	6174	+ "platform_count": 1,
	6175	+ "tier": "nano/inconnu"
	6176	+ },
	6177	+ {
	6178	+ "name": "Abi Rodier",
	6179	+ "handles": {
	6180	+ "instagram": "aaabirodier",
	6181	+ "tiktok": null,
	6182	+ "youtube": null,
	6183	+ "facebook": null,
	6184	+ "x": null,
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	6186	+ },
	6187	+ "metrics": {
	6188	+ "instagram_followers": 8500,
	6189	+ "tiktok_followers": null,
	6190	+ "youtube_subscribers": null,
	6191	+ "facebook_followers": null,
	6192	+ "x_followers": null,
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	6195	+ "category": "lifestyle",
	6196	+ "location": "Québec",
	6197	+ "notes": "Top 20 Modash Québec, rang 19; engagement 17.59%",
	6198	+ "sources": [
	6199	+ "modash"
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	7990	+ "category": "humour",
	7991	+ "location": "Québec",
	7992	+ "notes": "Chaîne humoristique culte; #5 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
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	7995	+ ],
	7996	+ "total_followers": null,
	7997	+ "platform_count": 1,
	7998	+ "tier": "nano/inconnu"
	7999	+ },
	8000	+ {
	8001	+ "name": "Steelorse",
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	8005	+ "youtube": "steelorse",
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	8009	+ },
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	8014	+ "facebook_followers": null,
	8015	+ "x_followers": null,
	8016	+ "twitch_followers": null
	8017	+ },
	8018	+ "category": "gaming",
	8019	+ "location": "Québec",
	8020	+ "notes": "Gaming; #6 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8021	+ "sources": [
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	8023	+ ],
	8024	+ "total_followers": null,
	8025	+ "platform_count": 1,
	8026	+ "tier": "nano/inconnu"
	8027	+ },
	8028	+ {
	8029	+ "name": "Raynold Boudreau",
	8030	+ "handles": {
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	8033	+ "youtube": "boudreaurj",
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	8037	+ },
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	8044	+ "twitch_followers": null
	8045	+ },
	8046	+ "category": "autre",
	8047	+ "location": "Québec",
	8048	+ "notes": "Contenu religieux; #7 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8049	+ "sources": [
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	8051	+ ],
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	8053	+ "platform_count": 1,
	8054	+ "tier": "nano/inconnu"
	8055	+ },
	8056	+ {
	8057	+ "name": "Chef Michel Dumas",
	8058	+ "handles": {
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	8060	+ "tiktok": null,
	8061	+ "youtube": "chefmicheldumas",
	8062	+ "facebook": null,
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	8065	+ },
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	8069	+ "youtube_subscribers": null,
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	8072	+ "twitch_followers": null
	8073	+ },
	8074	+ "category": "food",
	8075	+ "location": "Québec",
	8076	+ "notes": "Cuisine; #10 du top 100 Titan, chiffres 2022 (abonnés non précisés). \| Chef franco-canadien, vidéos de cuisine humoristiques sur TikTok/YouTube; boutique en ligne de produits dérivés. 2M abonnés cumulés selon Favikon (#12).",
	8077	+ "sources": [
	8078	+ "titan_youtube_2022",
	8079	+ "favikon_qc"
	8080	+ ],
	8081	+ "total_followers": null,
	8082	+ "platform_count": 1,
	8083	+ "tier": "nano/inconnu"
	8084	+ },
	8085	+ {
	8086	+ "name": "Cyril Chauquet",
	8087	+ "handles": {
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	8089	+ "tiktok": null,
	8090	+ "youtube": "cyrilchauquettv",
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	8094	+ },
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	8102	+ },
	8103	+ "category": "autre",
	8104	+ "location": "Québec",
	8105	+ "notes": "Pêche (Mordu de la pêche); #11 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8106	+ "sources": [
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	8110	+ "platform_count": 1,
	8111	+ "tier": "nano/inconnu"
	8112	+ },
	8113	+ {
	8114	+ "name": "Loud Officiel",
	8115	+ "handles": {
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	8117	+ "tiktok": null,
	8118	+ "youtube": "loud officiel",
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	8122	+ },
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	8127	+ "facebook_followers": null,
	8128	+ "x_followers": null,
	8129	+ "twitch_followers": null
	8130	+ },
	8131	+ "category": "musique",
	8132	+ "location": "Québec",
	8133	+ "notes": "Rappeur québécois (chaîne officielle); #15 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8134	+ "sources": [
	8135	+ "titan_youtube_2022"
	8136	+ ],
	8137	+ "total_followers": null,
	8138	+ "platform_count": 1,
	8139	+ "tier": "nano/inconnu"
	8140	+ },
	8141	+ {
	8142	+ "name": "Light Pollux",
	8143	+ "handles": {
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	8145	+ "tiktok": null,
	8146	+ "youtube": "light pollux",
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	8150	+ },
	8151	+ "metrics": {
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	8156	+ "x_followers": null,
	8157	+ "twitch_followers": null
	8158	+ },
	8159	+ "category": "gaming",
	8160	+ "location": "Québec",
	8161	+ "notes": "Gaming; #26 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8162	+ "sources": [
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	8164	+ ],
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	8166	+ "platform_count": 1,
	8167	+ "tier": "nano/inconnu"
	8168	+ },
	8169	+ {
	8170	+ "name": "Cath & Jay",
	8171	+ "handles": {
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	8173	+ "tiktok": null,
	8174	+ "youtube": "cath & jay",
	8175	+ "facebook": null,
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	8178	+ },
	8179	+ "metrics": {
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	8185	+ "twitch_followers": null
	8186	+ },
	8187	+ "category": "lifestyle",
	8188	+ "location": "Québec",
	8189	+ "notes": "Duo vlog; #19 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8190	+ "sources": [
	8191	+ "titan_youtube_2022"
	8192	+ ],
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	8194	+ "platform_count": 1,
	8195	+ "tier": "nano/inconnu"
	8196	+ },
	8197	+ {
	8198	+ "name": "Gilles pis la p'tite",
	8199	+ "handles": {
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	8201	+ "tiktok": null,
	8202	+ "youtube": "gilles pis la p'tite",
	8203	+ "facebook": null,
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	8206	+ },
	8207	+ "metrics": {
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	8210	+ "youtube_subscribers": null,
	8211	+ "facebook_followers": null,
	8212	+ "x_followers": null,
	8213	+ "twitch_followers": null
	8214	+ },
	8215	+ "category": "humour",
	8216	+ "location": "Québec",
	8217	+ "notes": "Humour; #40 du top 100 Titan (nouvellement sondé), chiffres 2022 (abonnés non précisés).",
	8218	+ "sources": [
	8219	+ "titan_youtube_2022"
	8220	+ ],
	8221	+ "total_followers": null,
	8222	+ "platform_count": 1,
	8223	+ "tier": "nano/inconnu"
	8224	+ },
	8225	+ {
	8226	+ "name": "AndrewTche",
	8227	+ "handles": {
	8228	+ "instagram": null,
	8229	+ "tiktok": null,
	8230	+ "youtube": "andrewtche",
	8231	+ "facebook": null,
	8232	+ "x": null,
	8233	+ "twitch": null
	8234	+ },
	8235	+ "metrics": {
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	8240	+ "x_followers": null,
	8241	+ "twitch_followers": null
	8242	+ },
	8243	+ "category": "humour",
	8244	+ "location": "Québec",
	8245	+ "notes": "Humour; #42 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8246	+ "sources": [
	8247	+ "titan_youtube_2022"
	8248	+ ],
	8249	+ "total_followers": null,
	8250	+ "platform_count": 1,
	8251	+ "tier": "nano/inconnu"
	8252	+ },
	8253	+ {
	8254	+ "name": "Chest Bras",
	8255	+ "handles": {
	8256	+ "instagram": null,
	8257	+ "tiktok": null,
	8258	+ "youtube": "chest bras",
	8259	+ "facebook": null,
	8260	+ "x": null,
	8261	+ "twitch": null
	8262	+ },
	8263	+ "metrics": {
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	8267	+ "facebook_followers": null,
	8268	+ "x_followers": null,
	8269	+ "twitch_followers": null
	8270	+ },
	8271	+ "category": "humour",
	8272	+ "location": "Québec",
	8273	+ "notes": "Humour; #44 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8274	+ "sources": [
	8275	+ "titan_youtube_2022"
	8276	+ ],
	8277	+ "total_followers": null,
	8278	+ "platform_count": 1,
	8279	+ "tier": "nano/inconnu"
	8280	+ },
	8281	+ {
	8282	+ "name": "2 Filles Ordinaires",
	8283	+ "handles": {
	8284	+ "instagram": null,
	8285	+ "tiktok": null,
	8286	+ "youtube": "2 filles ordinaires",
	8287	+ "facebook": null,
	8288	+ "x": null,
	8289	+ "twitch": null
	8290	+ },
	8291	+ "metrics": {
	8292	+ "instagram_followers": null,
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	8294	+ "youtube_subscribers": null,
	8295	+ "facebook_followers": null,
	8296	+ "x_followers": null,
	8297	+ "twitch_followers": null
	8298	+ },
	8299	+ "category": "beauté",
	8300	+ "location": "Québec",
	8301	+ "notes": "Beauté et mode; #46 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8302	+ "sources": [
	8303	+ "titan_youtube_2022"
	8304	+ ],
	8305	+ "total_followers": null,
	8306	+ "platform_count": 1,
	8307	+ "tier": "nano/inconnu"
	8308	+ },
	8309	+ {
	8310	+ "name": "Billie",
	8311	+ "handles": {
	8312	+ "instagram": null,
	8313	+ "tiktok": null,
	8314	+ "youtube": "billie",
	8315	+ "facebook": null,
	8316	+ "x": null,
	8317	+ "twitch": null
	8318	+ },
	8319	+ "metrics": {
	8320	+ "instagram_followers": null,
	8321	+ "tiktok_followers": null,
	8322	+ "youtube_subscribers": null,
	8323	+ "facebook_followers": null,
	8324	+ "x_followers": null,
	8325	+ "twitch_followers": null
	8326	+ },
	8327	+ "category": "beauté",
	8328	+ "location": "Québec",
	8329	+ "notes": "Chaîne beauté/mode (Québecor); #48 du top 100 Titan, chiffres 2022 (abonnés non précisés).",
	8330	+ "sources": [
	8331	+ "titan_youtube_2022"
	8332	+ ],
	8333	+ "total_followers": null,
	8334	+ "platform_count": 1,
	8335	+ "tier": "nano/inconnu"
	8336	+ },
	8337	+ {
	8338	+ "name": "Hélène Boudreau",
	8339	+ "handles": {
	8340	+ "instagram": null,
	8341	+ "tiktok": null,
	8342	+ "youtube": null,
	8343	+ "facebook": null,
	8344	+ "x": null,
	8345	+ "twitch": null
	8346	+ },
	8347	+ "metrics": {
	8348	+ "instagram_followers": null,
	8349	+ "tiktok_followers": null,
	8350	+ "youtube_subscribers": null,
	8351	+ "facebook_followers": null,
	8352	+ "x_followers": null,
	8353	+ "twitch_followers": null
	8354	+ },
	8355	+ "category": "autre",
	8356	+ "location": "Québec",
	8357	+ "notes": "Créatrice de contenu adulte (OnlyFans), #1 du top créatrices adultes du Québec selon canadult; visibilité internationale (USA + Canada), revenus estimés 1M$–3M$+.",
	8358	+ "sources": [
	8359	+ "canadult"
	8360	+ ],
	8361	+ "total_followers": null,
	8362	+ "platform_count": 0,
	8363	+ "tier": "nano/inconnu"
	8364	+ },
	8365	+ {
	8366	+ "name": "Jade Lavoie",
	8367	+ "handles": {
	8368	+ "instagram": null,
	8369	+ "tiktok": null,
	8370	+ "youtube": null,
	8371	+ "facebook": null,
	8372	+ "x": null,
	8373	+ "twitch": null
	8374	+ },
	8375	+ "metrics": {
	8376	+ "instagram_followers": null,
	8377	+ "tiktok_followers": null,
	8378	+ "youtube_subscribers": null,
	8379	+ "facebook_followers": null,
	8380	+ "x_followers": null,
	8381	+ "twitch_followers": null
	8382	+ },
	8383	+ "category": "autre",
	8384	+ "location": "Québec",
	8385	+ "notes": "Créatrice de contenu adulte (OnlyFans), star adulte internationale selon canadult; revenus estimés 1M$+.",
	8386	+ "sources": [
	8387	+ "canadult"
	8388	+ ],
	8389	+ "total_followers": null,
	8390	+ "platform_count": 0,
	8391	+ "tier": "nano/inconnu"
	8392	+ },
	8393	+ {
	8394	+ "name": "Aïcha Black",
	8395	+ "handles": {
	8396	+ "instagram": null,
	8397	+ "tiktok": null,
	8398	+ "youtube": null,
	8399	+ "facebook": null,
	8400	+ "x": null,
	8401	+ "twitch": null
	8402	+ },
	8403	+ "metrics": {
	8404	+ "instagram_followers": null,
	8405	+ "tiktok_followers": null,
	8406	+ "youtube_subscribers": null,
	8407	+ "facebook_followers": null,
	8408	+ "x_followers": null,
	8409	+ "twitch_followers": null
	8410	+ },
	8411	+ "category": "autre",
	8412	+ "location": "Québec",
	8413	+ "notes": "Créatrice de contenu adulte (OnlyFans), niche premium; audience Québec + France, revenus estimés 100k$–500k$ (canadult).",
	8414	+ "sources": [
	8415	+ "canadult"
	8416	+ ],
	8417	+ "total_followers": null,
	8418	+ "platform_count": 0,
	8419	+ "tier": "nano/inconnu"
	8420	+ },
	8421	+ {
	8422	+ "name": "Eva Prevost",
	8423	+ "handles": {
	8424	+ "instagram": null,
	8425	+ "tiktok": null,
	8426	+ "youtube": null,
	8427	+ "facebook": null,
	8428	+ "x": null,
	8429	+ "twitch": null
	8430	+ },
	8431	+ "metrics": {
	8432	+ "instagram_followers": null,
	8433	+ "tiktok_followers": null,
	8434	+ "youtube_subscribers": null,
	8435	+ "facebook_followers": null,
	8436	+ "x_followers": null,
	8437	+ "twitch_followers": null
	8438	+ },
	8439	+ "category": "autre",
	8440	+ "location": "Québec",
	8441	+ "notes": "Créatrice de contenu adulte (OnlyFans) en forte croissance sociale; audience Canada francophone, revenus estimés 100k$–500k$ (canadult).",
	8442	+ "sources": [
	8443	+ "canadult"
	8444	+ ],
	8445	+ "total_followers": null,
	8446	+ "platform_count": 0,
	8447	+ "tier": "nano/inconnu"
	8448	+ },
	8449	+ {
	8450	+ "name": "Peachjars",
	8451	+ "handles": {
	8452	+ "instagram": null,
	8453	+ "tiktok": null,
	8454	+ "youtube": null,
	8455	+ "facebook": null,
	8456	+ "x": null,
	8457	+ "twitch": null
	8458	+ },
	8459	+ "metrics": {
	8460	+ "instagram_followers": null,
	8461	+ "tiktok_followers": null,
	8462	+ "youtube_subscribers": null,
	8463	+ "facebook_followers": null,
	8464	+ "x_followers": null,
	8465	+ "twitch_followers": null
	8466	+ },
	8467	+ "category": "autre",
	8468	+ "location": "Québec",
	8469	+ "notes": "Créatrice gaming + contenu adulte (OnlyFans), audience internationale, revenus estimés 500k$+ (canadult).",
	8470	+ "sources": [
	8471	+ "canadult"
	8472	+ ],
	8473	+ "total_followers": null,
	8474	+ "platform_count": 0,
	8475	+ "tier": "nano/inconnu"
	8476	+ },
	8477	+ {
	8478	+ "name": "Cindy Cournoyer",
	8479	+ "handles": {
	8480	+ "instagram": null,
	8481	+ "tiktok": null,
	8482	+ "youtube": null,
	8483	+ "facebook": null,
	8484	+ "x": null,
	8485	+ "twitch": null
	8486	+ },
	8487	+ "metrics": {
	8488	+ "instagram_followers": null,
	8489	+ "tiktok_followers": null,
	8490	+ "youtube_subscribers": null,
	8491	+ "facebook_followers": null,
	8492	+ "x_followers": null,
	8493	+ "twitch_followers": null
	8494	+ },
	8495	+ "category": "autre",
	8496	+ "location": "Québec",
	8497	+ "notes": "Créatrice lifestyle + contenu premium (OnlyFans); revenus estimés 100k$–300k$ (canadult).",
	8498	+ "sources": [
	8499	+ "canadult"
	8500	+ ],
	8501	+ "total_followers": null,
	8502	+ "platform_count": 0,
	8503	+ "tier": "nano/inconnu"
	8504	+ },
	8505	+ {
	8506	+ "name": "Xavier Dolan",
	8507	+ "handles": {
	8508	+ "instagram": null,
	8509	+ "tiktok": null,
	8510	+ "youtube": null,
	8511	+ "facebook": null,
	8512	+ "x": null,
	8513	+ "twitch": null
	8514	+ },
	8515	+ "metrics": {
	8516	+ "instagram_followers": null,
	8517	+ "tiktok_followers": null,
	8518	+ "youtube_subscribers": null,
	8519	+ "facebook_followers": null,
	8520	+ "x_followers": null,
	8521	+ "twitch_followers": null
	8522	+ },
	8523	+ "category": "autre",
	8524	+ "location": "Montréal",
	8525	+ "notes": "Cinéaste cité par canadult comme exemple de personnalité québécoise au rayonnement international; pas un influenceur des réseaux sociaux au sens strict. \| Cinéaste; 8e du top Twitter QC 2018, a quitté Twitter en 2018",
	8526	+ "sources": [
	8527	+ "canadult",
	8528	+ "rythme_twitter"
	8529	+ ],
	8530	+ "total_followers": null,
	8531	+ "platform_count": 0,
	8532	+ "tier": "nano/inconnu"
	8533	+ },
	8534	+ {
	8535	+ "name": "Farnell Morisset",
	8536	+ "handles": {
	8537	+ "instagram": null,
	8538	+ "tiktok": null,
	8539	+ "youtube": null,
	8540	+ "facebook": null,
	8541	+ "x": null,
	8542	+ "twitch": null
	8543	+ },
	8544	+ "metrics": {
	8545	+ "instagram_followers": null,
	8546	+ "tiktok_followers": null,
	8547	+ "youtube_subscribers": null,
	8548	+ "facebook_followers": null,
	8549	+ "x_followers": null,
	8550	+ "twitch_followers": null
	8551	+ },
	8552	+ "category": "autre",
	8553	+ "location": "Québec",
	8554	+ "notes": "Gagnant Gala InfluenceCréation 2025 — Prix hommage, influence positive et rayonnement social.",
	8555	+ "sources": [
	8556	+ "billie_gala",
	8557	+ "grenier_gala"
	8558	+ ],
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	9152	+ "notes": "Photographe culinaire et auteure (Ensemble, cuisine gourmande et colorée)",
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	9178	+ "category": "food",
	9179	+ "location": "Québec",
	9180	+ "notes": "Recettes, mises en scène de repas et stylisme photo culinaire",
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	9206	+ "category": "food",
	9207	+ "location": "Montréal",
	9208	+ "notes": "Photographe professionnelle entre New York et Montréal; co-auteure Les Saisons, La Table Vegane",
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	9234	+ "category": "food",
	9235	+ "location": "Québec",
	9236	+ "notes": "Chef cuisinière; recettes pour la box Cook It",
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	9267	+ "rythme_twitter"
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	9293	+ "notes": "#3 humoriste QC: 957 000 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9321	+ "notes": "#4 humoriste QC: 840 510 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9330	+ "name": "Mike Ward",
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	9336	+ "x": "mikewardca",
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	9347	+ "category": "humour",
	9348	+ "location": "Québec",
	9349	+ "notes": "#5 humoriste QC: 820 394 abonnés cumulés (FB+IG+TikTok+X, 2024); parrain des podcasts d'humour; top 25 Twitter 2019 (>120K)",
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	9352	+ "rythme_twitter"
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	9359	+ "name": "Mariana Mazza",
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	9376	+ "category": "humour",
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	9378	+ "notes": "#6 humoriste QC: 738 700 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9387	+ "name": "Anthony Kavanagh",
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	9406	+ "notes": "#7 humoriste QC: 713 832 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9434	+ "notes": "#8 humoriste QC: 690 217 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9443	+ "name": "Jay Du Temple",
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	9460	+ "category": "humour",
	9461	+ "location": "Québec",
	9462	+ "notes": "#10 humoriste QC: 632 203 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9471	+ "name": "Louis-José Houde",
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	9490	+ "notes": "#11 humoriste QC: 581 400 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9499	+ "name": "François Bellefeuille",
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	9518	+ "notes": "#13 humoriste QC: 526 900 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9527	+ "name": "Philippe Laprise",
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	9546	+ "notes": "#14 humoriste QC: 517 100 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9555	+ "name": "Pierre-Yves Roy-Desmarais",
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	9574	+ "notes": "#15 humoriste QC: 480 700 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9602	+ "notes": "#16 humoriste QC: 479 060 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	9611	+ "name": "Louis Morissette",
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	9630	+ "notes": "#17 humoriste QC: 475 800 abonnés cumulés (FB+IG+TikTok+X, 2024); aussi au top 25 Twitter 2019 (>120K)",
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	9640	+ "name": "Liliane Blanco-Binette",
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	9687	+ "notes": "#19 humoriste QC: 465 100 abonnés cumulés (FB+IG+TikTok+X, 2024)",
	9688	+ "sources": [
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	9715	+ "notes": "#20 humoriste QC: 446 800 abonnés cumulés (FB+IG+TikTok+X, 2024)",
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	10329	+ },
	10330	+ "category": "médias",
	10331	+ "location": "Québec",
	10332	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); animatrice et productrice",
	10333	+ "sources": [
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	10335	+ ],
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	10339	+ },
	10340	+ {
	10341	+ "name": "Lara Fabian",
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	10357	+ },
	10358	+ "category": "musique",
	10359	+ "location": "Québec",
	10360	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); chanteuse",
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	10362	+ "rythme_twitter"
	10363	+ ],
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	10366	+ "tier": "nano/inconnu"
	10367	+ },
	10368	+ {
	10369	+ "name": "Charles Lafortune",
	10370	+ "handles": {
	10371	+ "instagram": null,
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	10373	+ "youtube": null,
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	10385	+ },
	10386	+ "category": "médias",
	10387	+ "location": "Québec",
	10388	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); animateur",
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	10390	+ "rythme_twitter"
	10391	+ ],
	10392	+ "total_followers": null,
	10393	+ "platform_count": 1,
	10394	+ "tier": "nano/inconnu"
	10395	+ },
	10396	+ {
	10397	+ "name": "Jean-Thomas Jobin",
	10398	+ "handles": {
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	10401	+ "youtube": null,
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	10405	+ },
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	10413	+ },
	10414	+ "category": "humour",
	10415	+ "location": "Québec",
	10416	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); humoriste",
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	10418	+ "rythme_twitter"
	10419	+ ],
	10420	+ "total_followers": null,
	10421	+ "platform_count": 1,
	10422	+ "tier": "nano/inconnu"
	10423	+ },
	10424	+ {
	10425	+ "name": "Benoît Dutrizac",
	10426	+ "handles": {
	10427	+ "instagram": null,
	10428	+ "tiktok": null,
	10429	+ "youtube": null,
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	10440	+ "twitch_followers": null
	10441	+ },
	10442	+ "category": "médias",
	10443	+ "location": "Québec",
	10444	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); animateur et chroniqueur",
	10445	+ "sources": [
	10446	+ "rythme_twitter"
	10447	+ ],
	10448	+ "total_followers": null,
	10449	+ "platform_count": 0,
	10450	+ "tier": "nano/inconnu"
	10451	+ },
	10452	+ {
	10453	+ "name": "Mario Dumont",
	10454	+ "handles": {
	10455	+ "instagram": null,
	10456	+ "tiktok": null,
	10457	+ "youtube": null,
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	10468	+ "twitch_followers": null
	10469	+ },
	10470	+ "category": "médias",
	10471	+ "location": "Québec",
	10472	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); animateur, ex-politicien",
	10473	+ "sources": [
	10474	+ "rythme_twitter"
	10475	+ ],
	10476	+ "total_followers": null,
	10477	+ "platform_count": 0,
	10478	+ "tier": "nano/inconnu"
	10479	+ },
	10480	+ {
	10481	+ "name": "Patrick Groulx",
	10482	+ "handles": {
	10483	+ "instagram": null,
	10484	+ "tiktok": null,
	10485	+ "youtube": null,
	10486	+ "facebook": null,
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	10489	+ },
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	10495	+ "x_followers": null,
	10496	+ "twitch_followers": null
	10497	+ },
	10498	+ "category": "humour",
	10499	+ "location": "Québec",
	10500	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); humoriste",
	10501	+ "sources": [
	10502	+ "rythme_twitter"
	10503	+ ],
	10504	+ "total_followers": null,
	10505	+ "platform_count": 0,
	10506	+ "tier": "nano/inconnu"
	10507	+ },
	10508	+ {
	10509	+ "name": "MC Gilles",
	10510	+ "handles": {
	10511	+ "instagram": null,
	10512	+ "tiktok": null,
	10513	+ "youtube": null,
	10514	+ "facebook": null,
	10515	+ "x": "mcgilles",
	10516	+ "twitch": null
	10517	+ },
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	10523	+ "x_followers": null,
	10524	+ "twitch_followers": null
	10525	+ },
	10526	+ "category": "médias",
	10527	+ "location": "Québec",
	10528	+ "notes": "Top 25 Twitter QC 2019 (>120K abonnés); chroniqueur et DJ",
	10529	+ "sources": [
	10530	+ "rythme_twitter"
	10531	+ ],
	10532	+ "total_followers": null,
	10533	+ "platform_count": 1,
	10534	+ "tier": "nano/inconnu"
	10535	+ },
	10536	+ {
	10537	+ "name": "Garou",
	10538	+ "handles": {
	10539	+ "instagram": null,
	10540	+ "tiktok": null,
	10541	+ "youtube": null,
	10542	+ "facebook": null,
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	10544	+ "twitch": null
	10545	+ },
	10546	+ "metrics": {
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	10550	+ "facebook_followers": null,
	10551	+ "x_followers": null,
	10552	+ "twitch_followers": null
	10553	+ },
	10554	+ "category": "musique",
	10555	+ "location": "Québec",
	10556	+ "notes": "3e du top Twitter QC 2018, retiré du palmarès 2019 (ne vivait plus principalement au Québec)",
	10557	+ "sources": [
	10558	+ "rythme_twitter"
	10559	+ ],
	10560	+ "total_followers": null,
	10561	+ "platform_count": 0,
	10562	+ "tier": "nano/inconnu"
	10563	+ },
	10564	+ {
	10565	+ "name": "Martin Rego",
	10566	+ "handles": {
	10567	+ "instagram": null,
	10568	+ "tiktok": null,
	10569	+ "youtube": null,
	10570	+ "facebook": null,
	10571	+ "x": "martin_rego",
	10572	+ "twitch": null
	10573	+ },
	10574	+ "metrics": {
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	10578	+ "facebook_followers": null,
	10579	+ "x_followers": null,
	10580	+ "twitch_followers": null
	10581	+ },
	10582	+ "category": "médias",
	10583	+ "location": "Québec",
	10584	+ "notes": "Animateur et youtubeur, auteur du palmarès annuel des personnalités QC sur Twitter",
	10585	+ "sources": [
	10586	+ "rythme_twitter"
	10587	+ ],
	10588	+ "total_followers": null,
	10589	+ "platform_count": 1,
	10590	+ "tier": "nano/inconnu"
	10591	+ },
	10592	+ {
	10593	+ "name": "Le Rêve d'un Vagabond",
	10594	+ "handles": {
	10595	+ "instagram": null,
	10596	+ "tiktok": null,
	10597	+ "youtube": null,
	10598	+ "facebook": "revedunvagabond",
	10599	+ "x": null,
	10600	+ "twitch": null
	10601	+ },
	10602	+ "metrics": {
	10603	+ "instagram_followers": null,
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	10606	+ "facebook_followers": null,
	10607	+ "x_followers": null,
	10608	+ "twitch_followers": null
	10609	+ },
	10610	+ "category": "voyage",
	10611	+ "location": "Québec",
	10612	+ "notes": "Québécois digital nomade, vidéos du quotidien d'un voyageur sur Facebook; #4 du top VoyageurQc",
	10613	+ "sources": [
	10614	+ "voyageurqc"
	10615	+ ],
	10616	+ "total_followers": null,
	10617	+ "platform_count": 1,
	10618	+ "tier": "nano/inconnu"
	10619	+ },
	10620	+ {
	10621	+ "name": "Rim Hajri",
	10622	+ "handles": {
	10623	+ "instagram": "rimhajri",
	10624	+ "tiktok": null,
	10625	+ "youtube": null,
	10626	+ "facebook": null,
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	10629	+ },
	10630	+ "metrics": {
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	10634	+ "facebook_followers": null,
	10635	+ "x_followers": null,
	10636	+ "twitch_followers": null
	10637	+ },
	10638	+ "category": "voyage",
	10639	+ "location": "Montréal",
	10640	+ "notes": "Blogueuse Where It's Blue (plongée, îles); #2 du top VoyageurQc",
	10641	+ "sources": [
	10642	+ "voyageurqc"
	10643	+ ],
	10644	+ "total_followers": null,
	10645	+ "platform_count": 1,
	10646	+ "tier": "nano/inconnu"
	10647	+ },
	10648	+ {
	10649	+ "name": "Steeven (Voyageur.Qc / Minion)",
	10650	+ "handles": {
	10651	+ "instagram": "voyageur.qc",
	10652	+ "tiktok": null,
	10653	+ "youtube": null,
	10654	+ "facebook": null,
	10655	+ "x": null,
	10656	+ "twitch": null
	10657	+ },
	10658	+ "metrics": {
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	10662	+ "facebook_followers": null,
	10663	+ "x_followers": null,
	10664	+ "twitch_followers": null
	10665	+ },
	10666	+ "category": "voyage",
	10667	+ "location": "Québec",
	10668	+ "notes": "Auteur du blogue VoyageurQc; met en scène un Minion dans ses photos de voyage; #1 de son top",
	10669	+ "sources": [
	10670	+ "voyageurqc"
	10671	+ ],
	10672	+ "total_followers": null,
	10673	+ "platform_count": 1,
	10674	+ "tier": "nano/inconnu"
	10675	+ },
	10676	+ {
	10677	+ "name": "Alex & MJ on the go",
	10678	+ "handles": {
	10679	+ "instagram": null,
	10680	+ "tiktok": null,
	10681	+ "youtube": null,
	10682	+ "facebook": null,
	10683	+ "x": null,
	10684	+ "twitch": null
	10685	+ },
	10686	+ "metrics": {
	10687	+ "instagram_followers": null,
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	10690	+ "facebook_followers": null,
	10691	+ "x_followers": null,
	10692	+ "twitch_followers": null
	10693	+ },
	10694	+ "category": "voyage",
	10695	+ "location": "Québec",
	10696	+ "notes": "Couple de voyageurs québécois mentionné dans l'article VoyageurQc",
	10697	+ "sources": [
	10698	+ "voyageurqc"
	10699	+ ],
	10700	+ "total_followers": null,
	10701	+ "platform_count": 0,
	10702	+ "tier": "nano/inconnu"
	10703	+ },
	10704	+ {
	10705	+ "name": "Mathieu Dupuis",
	10706	+ "handles": {
	10707	+ "instagram": "mathieu_dupuis_photo",
	10708	+ "tiktok": null,
	10709	+ "youtube": null,
	10710	+ "facebook": null,
	10711	+ "x": null,
	10712	+ "twitch": null
	10713	+ },
	10714	+ "metrics": {
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	10718	+ "facebook_followers": null,
	10719	+ "x_followers": null,
	10720	+ "twitch_followers": null
	10721	+ },
	10722	+ "category": "voyage",
	10723	+ "location": "Québec",
	10724	+ "notes": "Photographe de voyage sillonnant les routes en Sprinter 4x4 (aussi @matdupuisphoto)",
	10725	+ "sources": [
	10726	+ "noovomoi_voyage"
	10727	+ ],
	10728	+ "total_followers": null,
	10729	+ "platform_count": 1,
	10730	+ "tier": "nano/inconnu"
	10731	+ }
	10732	+]
		\ No newline at end of file

added data/sources.json +98 −0

		`@@ -0,0 +1,98 @@`
	1	+{
	2	+ "_author": "Simon-Pierre Boucher <contact@spboucher.ai>",
	3	+ "_file": "data/sources.json",
	4	+ "_desc": "Registre des sources connectées — famille, mode d'accès, cadence (CLAUDE.md §9, §14, §19)",
	5	+ "updated": "2026-08-17",
	6	+ "sources": [
	7	+ {
	8	+ "id": "listes-medias",
	9	+ "famille": "decouverte",
	10	+ "palier": 3,
	11	+ "acces": "dataset local (listes & palmarès médias publics compilés : billie, frank, metricool, Favikon QC, canadult…)",
	12	+ "signal_identite": "listes_medias (0.85)",
	13	+ "cadence": "mensuelle (recompilation du dataset)",
	14	+ "notes": "376 créateurs québécois, handles par plateforme + audiences approximatives"
	15	+ },
	16	+ {
	17	+ "id": "wikidata-qc",
	18	+ "famille": "decouverte",
	19	+ "palier": 3,
	20	+ "acces": "API SPARQL publique Wikidata (nés/résidant au Québec, occupation créateur, handles sociaux curés)",
	21	+ "signal_identite": "base_publique (0.85)",
	22	+ "cadence": "hebdomadaire",
	23	+ "notes": "humoristes, youtubeurs, vidéastes web, streamers, podcasteurs notables ; is_minor levé via l'année de naissance publique"
	24	+ },
	25	+ {
	26	+ "id": "onlyqueb",
	27	+ "famille": "decouverte",
	28	+ "palier": 3,
	29	+ "acces": "requêtes directes (sitemap.xml + JSON-LD ProfilePage des pages profil publiques SSR)",
	30	+ "signal_identite": "cross_link (0.90) — liens sameAs auto-déclarés par la personne",
	31	+ "cadence": "hebdomadaire",
	32	+ "notes": "annuaire public onlyqueb.com — créateurs québécois sur abonnement (18+) ; nom public, photo, liens OnlyFans/Instagram/TikTok/X"
	33	+ },
	34	+ {
	35	+ "id": "youtube-recherche",
	36	+ "famille": "decouverte",
	37	+ "palier": 3,
	38	+ "acces": "requêtes directes (recherche publique YouTube filtre « chaînes », ytInitialData) — ~120 requêtes thématiques × marqueurs QC",
	39	+ "signal_identite": "profil_source (0.98) — la chaîne est le compte d'origine de la fiche",
	40	+ "cadence": "quotidienne (watch) — la couverture s'accumule à chaque passage",
	41	+ "notes": "filtre conservateur : marqueur québécois requis dans titre/description de la chaîne"
	42	+ },
	43	+ {
	44	+ "id": "balados-itunes",
	45	+ "famille": "decouverte",
	46	+ "palier": 2,
	47	+ "acces": "API de recherche iTunes/Apple Podcasts (officielle, gratuite, sans clé)",
	48	+ "signal_identite": "profil_source (0.98)",
	49	+ "cadence": "quotidienne (watch)",
	50	+ "notes": "podcasteurs québécois : nom, artiste, pochette, genre, nb d'épisodes, flux RSS ; marqueur QC requis"
	51	+ },
	52	+ {
	53	+ "id": "instagram-profil",
	54	+ "famille": "enrichissement",
	55	+ "palier": 4,
	56	+ "acces": "Scrapfly (profil public web_profile_info — pas d'API publique de lecture)",
	57	+ "signal_identite": "cross_link (0.90) pour les liens de bio découverts",
	58	+ "cadence": "hebdomadaire (gros créateurs) / mensuelle",
	59	+ "notes": "abonnés, badge, bio, liens de bio → link_in_bio_url + comptes croisés"
	60	+ },
	61	+ {
	62	+ "id": "tiktok-profil",
	63	+ "famille": "enrichissement",
	64	+ "palier": 4,
	65	+ "acces": "Scrapfly (JSON d'hydratation de la page publique @handle)",
	66	+ "signal_identite": "cross_link (0.90) pour le lien de bio",
	67	+ "cadence": "hebdomadaire (gros créateurs) / mensuelle",
	68	+ "notes": "abonnés, badge, bio, lien de bio"
	69	+ },
	70	+ {
	71	+ "id": "youtube",
	72	+ "famille": "enrichissement",
	73	+ "palier": 2,
	74	+ "acces": "YouTube Data API v3 (officielle) si YOUTUBE_API_KEY, sinon page publique /@handle",
	75	+ "signal_identite": "api_officielle (0.95) quand confirmé par l'API",
	76	+ "cadence": "hebdomadaire",
	77	+ "notes": "abonnés par chaîne"
	78	+ },
	79	+ {
	80	+ "id": "twitch",
	81	+ "famille": "enrichissement",
	82	+ "palier": 2,
	83	+ "acces": "API officielle Helix (client_credentials) — sauté sans clés",
	84	+ "signal_identite": "api_officielle (0.95)",
	85	+ "cadence": "hebdomadaire",
	86	+ "notes": "existence, type de diffuseur, description"
	87	+ },
	88	+ {
	89	+ "id": "link-in-bio",
	90	+ "famille": "enrichissement",
	91	+ "palier": 1,
	92	+ "acces": "requêtes directes (pages publiques SSR : linktr.ee, beacons.ai, bio.link, msha.ke, campsite.bio, snipfeed.co), repli Firecrawl",
	93	+ "signal_identite": "link_in_bio (0.95) — le signal le plus fort (§12.1)",
	94	+ "cadence": "mensuelle",
	95	+ "notes": "une page → TOUS les comptes du créateur ; consomme les link_in_bio_url découvertes par instagram-profil/tiktok-profil"
	96	+ }
	97	+ ]
	98	+}

added docs/screenshots/accueil.png +0 −0

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added docs/screenshots/createur.png +0 −0

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added docs/screenshots/mobile.png +0 −0

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added frontend/dist/index.html +695 −0

		`@@ -0,0 +1,695 @@`
	1	+<!--
	2	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+ File: frontend/src/index.template.html
	4	+ Desc: Gabarit du frontend Créa-Ka — {"_author":"Simon-Pierre Boucher <contact@spboucher.ai>","_file":"frontend/src/icons.json","_desc":"Trac\u00e9s SVG des marques de plateformes (simple-icons v13, CC0) + glyphes maison (linkedin/site-web/autre)","instagram":"M7.0301.084c-1.2768.0602-2.1487.264-2.911.5634-.7888.3075-1.4575.72-2.1228 1.3877-.6652.6677-1.075 1.3368-1.3802 2.127-.2954.7638-.4956 1.6365-.552 2.914-.0564 1.2775-.0689 1.6882-.0626 4.947.0062 3.2586.0206 3.6671.0825 4.9473.061 1.2765.264 2.1482.5635 2.9107.308.7889.72 1.4573 1.388 2.1228.6679.6655 1.3365 1.0743 2.1285 1.38.7632.295 1.6361.4961 2.9134.552 1.2773.056 1.6884.069 4.9462.0627 3.2578-.0062 3.668-.0207 4.9478-.0814 1.28-.0607 2.147-.2652 2.9098-.5633.7889-.3086 1.4578-.72 2.1228-1.3881.665-.6682 1.0745-1.3378 1.3795-2.1284.2957-.7632.4966-1.636.552-2.9124.056-1.2809.0692-1.6898.063-4.948-.0063-3.2583-.021-3.6668-.0817-4.9465-.0607-1.2797-.264-2.1487-.5633-2.9117-.3084-.7889-.72-1.4568-1.3876-2.1228C21.2982 1.33 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	5	+ SVG des marques (simple-icons, CC0) via scripts/build_frontend.py.
	6	+ Système de design « éditorial sharp » du Groupe KA (identité partagée
	7	+ avec groupe-ka.com, Vrai-Prix, ValoPlex : papier grainé #f5f3ee, encre
	8	+ #141814, bordures encre + ombres décalées dures, Space Grotesk / Inter
	9	+ / JetBrains Mono) — accent propre Créa-Ka : VIOLET ÉLECTRIQUE.
	10	+ Patrons mobiles calqués sur Lou-Ka (tab bar 4 onglets, filtres
	11	+ défilants, anti-zoom iOS). Routes : / · /createur/{id} · /stats · /retrait
	12	+-->
	13	+<!DOCTYPE html>
	14	+<html lang="fr">
	15	+<head>
	16	+<meta charset="utf-8">
	17	+<meta name="viewport" content="width=device-width, initial-scale=1, viewport-fit=cover">
	18	+<title>Créa-Ka — Tous les créateurs québécois. Tous leurs liens.</title>
	19	+<meta name="description" content="Annuaire public des créateurs de contenu et influenceurs québécois : tous leurs comptes (Instagram, TikTok, YouTube, Twitch…) regroupés, cherchables par niche, région, langue et taille d'audience.">
	20	+<meta name="theme-color" content="#141814">
	21	+<link rel="preconnect" href="https://fonts.googleapis.com">
	22	+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
	23	+<link rel="preconnect" href="https://unavatar.io">
	24	+<link href="https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@500;600;700&family=Inter:wght@400;500;600;700&family=JetBrains+Mono:wght@500;700&display=swap" rel="stylesheet">
	25	+<link rel="icon" href="data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 64 64'%3E%3Crect width='64' height='64' rx='10' fill='%23141814'/%3E%3Ccircle cx='32' cy='23' r='9' fill='%23c9a3ff'/%3E%3Cpath d='M14 52c3-10 9-15 18-15s15 5 18 15' stroke='%23c9a3ff' stroke-width='6' fill='none' stroke-linecap='round'/%3E%3C/svg%3E">
	26	+<style>
	27	+/* système « éditorial sharp » Groupe KA — accent Créa-Ka : violet électrique.
	28	+ Convention du groupe : les NOMS de variables (--green/--lime) sont partagés
	29	+ entre les apps, seules les VALEURS changent. */
	30	+:root{
	31	+ --paper:#f5f3ee; --surface:#fff; --surface-2:#faf9f5;
	32	+ --ink:#141814; --ink-2:#4d5551; --ink-3:#8b928c;
	33	+ --line:rgba(20,24,20,.14); --line-strong:rgba(20,24,20,.85);
	34	+ --green:#5b34a8; /* violet profond (primaire) */
	35	+ --green-deep:#3d2178;
	36	+ --lime:#c9a3ff; /* violet électrique (accent) */
	37	+ --lime-soft:#efe6ff;
	38	+ --amber:#e8a33d; --amber-soft:#fdf3e2;
	39	+ --danger:#b3423a;
	40	+ --r-card:10px; --r-ctl:6px; --r-pill:999px;
	41	+ --shadow-flat:0 1px 2px rgba(20,24,20,.05);
	42	+ --shadow-off:6px 6px 0 var(--ink);
	43	+ --shadow-off-soft:8px 8px 0 rgba(20,24,20,.08);
	44	+ --font-display:"Space Grotesk",system-ui,sans-serif;
	45	+ --font-body:"Inter",system-ui,sans-serif;
	46	+ --font-mono:"JetBrains Mono",ui-monospace,monospace;
	47	+}
	48	+*{box-sizing:border-box}
	49	+html{scroll-behavior:smooth}
	50	+body{margin:0;background:var(--paper);color:var(--ink);font-family:var(--font-body);
	51	+ font-size:15px;line-height:1.55;-webkit-font-smoothing:antialiased;
	52	+ padding-bottom:env(safe-area-inset-bottom)}
	53	+/* grain de film pleine page (signature du groupe) — aucun z-index sur body>* */
	54	+body::before{content:"";position:fixed;inset:0;pointer-events:none;opacity:.35;z-index:9999;
	55	+ background-image:url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='120' height='120'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='0.9' numOctaves='2' stitchTiles='stitch'/%3E%3CfeColorMatrix type='saturate' values='0'/%3E%3CfeComponentTransfer%3E%3CfeFuncA type='linear' slope='0.06'/%3E%3C/feComponentTransfer%3E%3C/filter%3E%3Crect width='120' height='120' filter='url(%23n)'/%3E%3C/svg%3E")}
	56	+body>*{position:relative}
	57	+h1,h2,h3,h4{font-family:var(--font-display);letter-spacing:-.03em;margin:0}
	58	+a{color:inherit;text-decoration:none} button{font-family:inherit;cursor:pointer} img{display:block}
	59	+::selection{background:var(--lime);color:var(--ink)}
	60	+:focus-visible{outline:2px solid var(--green);outline-offset:2px}
	61	+.icn{width:1em;height:1em;display:block;fill:currentColor}
	62	+.container{max-width:1240px;margin:0 auto;padding:0 24px}
	63	+@media(max-width:640px){.container{padding:0 16px}}
	64	+.kicker{display:inline-flex;align-items:center;gap:10px;font-family:var(--font-mono);
	65	+ font-size:11.5px;font-weight:500;text-transform:uppercase;letter-spacing:.12em;color:var(--green)}
	66	+.kicker::before{content:"";width:22px;height:2px;background:var(--green)}
	67	+.klabel{font-family:var(--font-mono);font-size:10px;font-weight:700;
	68	+ text-transform:uppercase;letter-spacing:.1em;color:var(--ink-3)}
	69	+.hl{display:inline-block;background:var(--lime);border-radius:8px;padding:0 10px 2px;transform:rotate(-1deg)}
	70	+.outline-txt{color:transparent;-webkit-text-stroke:2px var(--ink)}
	71	+
	72	+/* ---------- cartes & boutons (langage du groupe) ---------- */
	73	+.gk-card{background:var(--surface);border:1.5px solid var(--ink);
	74	+ border-radius:var(--r-card);box-shadow:var(--shadow-off-soft)}
	75	+.gk-hover{transition:transform .18s ease,box-shadow .18s ease}
	76	+.gk-hover:hover{transform:translate(-3px,-3px);box-shadow:var(--shadow-off)}
	77	+.btn{display:inline-flex;align-items:center;justify-content:center;gap:8px;min-height:44px;
	78	+ padding:10px 20px;border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	79	+ font-family:var(--font-display);font-size:14px;font-weight:700;cursor:pointer;
	80	+ transition:background .15s ease,transform .1s ease,box-shadow .1s ease}
	81	+.btn:active{transform:translate(2px,2px);box-shadow:none!important}
	82	+.btn-primary{background:var(--ink);color:var(--lime);box-shadow:4px 4px 0 rgba(20,24,20,.25)}
	83	+.btn-primary:hover{background:var(--green-deep)}
	84	+.btn-ghost{background:transparent;color:var(--ink)}
	85	+.btn-ghost:hover{background:var(--lime)}
	86	+
	87	+/* ===== header ===== */
	88	+.header{position:sticky;top:0;z-index:50;background:rgba(245,243,238,.9);
	89	+ backdrop-filter:blur(14px);-webkit-backdrop-filter:blur(14px);border-bottom:1.5px solid var(--ink)}
	90	+.header-inner{display:flex;align-items:center;gap:16px;height:64px}
	91	+.brand{font-family:var(--font-display);font-weight:700;font-size:23px;letter-spacing:-.03em;
	92	+ display:flex;align-items:center;line-height:1;color:var(--ink)}
	93	+.brand svg{margin-right:11px;flex:none}
	94	+.brand .ka{background:var(--lime);border-radius:6px;padding:0 6px 1px;margin-left:2px;transform:rotate(-1deg)}
	95	+.brand-tag{font-family:var(--font-mono);font-size:10px;font-weight:500;color:var(--ink-3);
	96	+ line-height:1.5;text-transform:uppercase;letter-spacing:.08em}
	97	+@media(max-width:900px){.brand-tag{display:none}}
	98	+.header-spacer{flex:1}
	99	+.hbtn{border:1.5px solid var(--ink);background:var(--surface);color:var(--ink);
	100	+ border-radius:var(--r-ctl);padding:8px 16px;font-family:var(--font-display);
	101	+ font-size:13px;font-weight:700;transition:.15s;display:inline-flex;align-items:center;
	102	+ gap:8px;white-space:nowrap;box-shadow:3px 3px 0 rgba(20,24,20,.12)}
	103	+.hbtn:hover{background:var(--lime)}
	104	+.hbtn:active{transform:translate(2px,2px);box-shadow:none}
	105	+.hbtn.primary{background:var(--ink);color:var(--lime)}
	106	+.hbtn.primary:hover{background:var(--green-deep)}
	107	+@media(max-width:760px){.header .hbtn{display:none}}
	108	+
	109	+/* ===== héros ===== */
	110	+.hero{padding:54px 0 26px}
	111	+@media(max-width:640px){.hero{padding:30px 0 12px}}
	112	+.hero h1{font-size:clamp(30px,5.4vw,54px);font-weight:700;max-width:820px;line-height:1.06;
	113	+ text-transform:uppercase}
	114	+.hero p.lead{color:var(--ink-2);font-size:clamp(14.5px,2vw,16.5px);max-width:640px;margin:18px 0 0}
	115	+.stats-row{display:flex;gap:10px;flex-wrap:wrap;margin-top:24px}
	116	+.stat-pill{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	117	+ padding:8px 16px;font-family:var(--font-mono);font-size:11px;font-weight:700;
	118	+ text-transform:uppercase;letter-spacing:.06em;color:var(--ink-2);
	119	+ display:inline-flex;gap:8px;align-items:center;box-shadow:3px 3px 0 rgba(20,24,20,.1)}
	120	+.stat-pill b{font-family:var(--font-display);color:var(--ink);font-size:16px;letter-spacing:0}
	121	+.advantages{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;margin:32px 0 8px}
	122	+@media(max-width:900px){.advantages{grid-template-columns:repeat(2,1fr);gap:10px}}
	123	+.adv{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	124	+ padding:16px;box-shadow:var(--shadow-off-soft)}
	125	+.adv .ico{width:36px;height:36px;border-radius:8px;border:1.5px solid var(--ink);
	126	+ background:var(--lime);color:var(--ink);display:flex;align-items:center;
	127	+ justify-content:center;margin-bottom:10px;font-size:15px}
	128	+.adv:nth-child(2n) .ico{background:var(--amber-soft)}
	129	+.adv h3{font-size:14px;margin-bottom:3px}
	130	+.adv p{margin:0;font-size:12px;color:var(--ink-3);line-height:1.45}
	131	+
	132	+/* ===== recherche + filtres ===== */
	133	+.searchbar{position:sticky;top:64px;z-index:40;background:rgba(245,243,238,.94);
	134	+ backdrop-filter:blur(12px);-webkit-backdrop-filter:blur(12px);
	135	+ padding:12px 0;border-bottom:1.5px solid var(--ink)}
	136	+.search-wrap{display:flex;gap:10px;align-items:center}
	137	+.search-input{flex:1 1 auto;display:flex;align-items:center;gap:10px;background:var(--surface);
	138	+ border:1.5px solid var(--ink);border-radius:var(--r-ctl);padding:10px 15px;
	139	+ transition:.15s;min-width:0;box-shadow:3px 3px 0 rgba(20,24,20,.08)}
	140	+.search-input:focus-within{box-shadow:3px 3px 0 rgba(91,52,168,.3)}
	141	+.search-input input{border:0;background:none;outline:none;font:inherit;flex:1;color:var(--ink);min-width:0}
	142	+.search-input svg{flex:none;color:var(--ink-3)}
	143	+.filters{display:flex;gap:8px;flex-wrap:wrap}
	144	+select.f{appearance:none;-webkit-appearance:none;border:1.5px solid var(--ink);
	145	+ background:var(--surface) url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='10' height='6'%3E%3Cpath d='M1 1l4 4 4-4' stroke='%23141814' stroke-width='1.8' fill='none' stroke-linecap='round'/%3E%3C/svg%3E") no-repeat right 12px center;
	146	+ border-radius:var(--r-ctl);padding:9px 30px 9px 14px;font-family:var(--font-display);
	147	+ font-size:13px;font-weight:700;color:var(--ink-2);max-width:170px;
	148	+ box-shadow:3px 3px 0 rgba(20,24,20,.08)}
	149	+select.f:focus{outline:2px solid var(--green);outline-offset:1px}
	150	+select.f.active{background-color:var(--lime);color:var(--ink)}
	151	+@media(max-width:760px){
	152	+ .search-wrap{flex-wrap:wrap}
	153	+ .search-input{flex-basis:100%}
	154	+ .search-input input{font-size:16px}
	155	+ .filters{flex-wrap:nowrap;overflow-x:auto;-webkit-overflow-scrolling:touch;
	156	+ margin:0 -16px;padding:4px 16px 6px;scrollbar-width:none;width:calc(100% + 32px)}
	157	+ .filters::-webkit-scrollbar{display:none}
	158	+ select.f{flex:none;font-size:16px;padding:8px 30px 8px 13px}
	159	+}
	160	+
	161	+/* ===== grille créateurs ===== */
	162	+.grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(250px,1fr));gap:18px;padding:24px 0 10px}
	163	+@media(max-width:640px){.grid{grid-template-columns:repeat(2,1fr);gap:12px}}
	164	+@media(max-width:420px){.grid{grid-template-columns:1fr;gap:14px}}
	165	+.card{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	166	+ overflow:hidden;box-shadow:var(--shadow-off-soft);transition:transform .18s ease,box-shadow .18s ease;
	167	+ display:flex;flex-direction:column}
	168	+.card:hover{transform:translate(-3px,-3px);box-shadow:var(--shadow-off)}
	169	+.card-photo{position:relative;aspect-ratio:1/1;background:
	170	+ repeating-linear-gradient(-45deg,var(--green-deep) 0 14px,#33195f 14px 28px);
	171	+ display:flex;align-items:center;justify-content:center;overflow:hidden;
	172	+ border-bottom:1.5px solid var(--ink)}
	173	+.card-photo .init{color:var(--lime);font-family:var(--font-display);font-weight:700;
	174	+ font-size:46px;letter-spacing:.02em}
	175	+.card-photo img{position:absolute;inset:0;width:100%;height:100%;object-fit:cover}
	176	+.card-photo .tier{position:absolute;top:10px;left:10px;z-index:2}
	177	+.card-photo .nplat{position:absolute;top:10px;right:10px;z-index:2;background:var(--ink);
	178	+ color:var(--lime);border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	179	+ padding:2px 8px;font-family:var(--font-mono);font-size:9.5px;font-weight:700;
	180	+ text-transform:uppercase;letter-spacing:.05em}
	181	+.tier{display:inline-flex;padding:2px 9px;border:1.5px solid var(--ink);
	182	+ border-radius:var(--r-ctl);font-family:var(--font-mono);font-size:9.5px;
	183	+ font-weight:700;text-transform:uppercase;letter-spacing:.06em;background:var(--surface);color:var(--ink)}
	184	+.tier.mega{background:var(--lime)}
	185	+.tier.macro{background:var(--amber-soft)}
	186	+.card-body{padding:14px 15px 15px;display:flex;flex-direction:column;gap:9px;flex:1}
	187	+.card-name{font-family:var(--font-display);font-size:16px;font-weight:700;
	188	+ letter-spacing:-.01em;line-height:1.25;display:flex;align-items:center;gap:6px}
	189	+.vbadge{color:var(--green);flex:none;width:15px;height:15px}
	190	+.card-sub{font-family:var(--font-mono);font-size:10px;color:var(--ink-3);
	191	+ text-transform:uppercase;letter-spacing:.05em;display:flex;gap:6px;align-items:center;flex-wrap:wrap;margin-top:-4px}
	192	+.chips{display:flex;gap:6px;flex-wrap:wrap}
	193	+.chip{background:var(--surface-2);border:1px solid var(--line);border-radius:var(--r-ctl);
	194	+ padding:2px 10px;font-size:11px;font-weight:600;color:var(--ink-2);white-space:nowrap}
	195	+.reach{font-size:12px;color:var(--ink-2)}
	196	+.reach b{font-family:var(--font-display);color:var(--ink);font-size:15.5px;font-weight:700}
	197	+.platrow{display:flex;gap:6px;flex-wrap:wrap;margin-top:auto;padding-top:2px}
	198	+.plat{width:32px;height:32px;border-radius:8px;border:1.5px solid var(--ink);
	199	+ display:flex;align-items:center;justify-content:center;color:#fff;transition:.15s;
	200	+ box-shadow:2px 2px 0 rgba(20,24,20,.25)}
	201	+.plat svg{width:15px;height:15px;fill:currentColor}
	202	+.plat:hover{transform:translate(-1px,-1px);box-shadow:3px 3px 0 var(--ink)}
	203	+.more-wrap{display:flex;justify-content:center;padding:16px 0 44px}
	204	+.empty{padding:60px 0;text-align:center;color:var(--ink-3);grid-column:1/-1}
	205	+.count-line{font-family:var(--font-mono);font-size:11px;text-transform:uppercase;
	206	+ letter-spacing:.08em;color:var(--ink-3);padding-top:18px}
	207	+.count-line b{color:var(--ink)}
	208	+
	209	+/* ===== page créateur ===== */
	210	+.cpage{padding:30px 0 60px}
	211	+@media(max-width:640px){.cpage{padding:20px 0 40px}}
	212	+.backlink{display:inline-flex;align-items:center;gap:8px;font-family:var(--font-mono);
	213	+ font-size:11px;font-weight:700;text-transform:uppercase;letter-spacing:.08em;
	214	+ color:var(--green);margin-bottom:20px}
	215	+.cpage-head{display:flex;gap:26px;align-items:center;background:var(--ink);
	216	+ border:1.5px solid var(--ink);border-radius:var(--r-card);padding:32px;
	217	+ color:var(--paper);box-shadow:var(--shadow-off);flex-wrap:wrap}
	218	+@media(max-width:640px){.cpage-head{padding:22px 18px;gap:16px}}
	219	+.cavatar{width:104px;height:104px;border-radius:var(--r-card);
	220	+ background:repeating-linear-gradient(-45deg,var(--green-deep) 0 14px,#33195f 14px 28px);
	221	+ color:var(--lime);flex:none;display:flex;align-items:center;justify-content:center;
	222	+ font-family:var(--font-display);font-weight:700;font-size:36px;overflow:hidden;
	223	+ position:relative;border:2px solid var(--lime)}
	224	+@media(max-width:640px){.cavatar{width:76px;height:76px;font-size:26px}}
	225	+.cavatar img{position:absolute;inset:0;width:100%;height:100%;object-fit:cover}
	226	+.cpage-head h1{font-size:clamp(24px,4vw,40px);font-weight:700;color:var(--paper);
	227	+ line-height:1.1;display:flex;align-items:center;gap:10px;flex-wrap:wrap;text-transform:uppercase}
	228	+.cpage-head h1 .vbadge{width:22px;height:22px;color:var(--lime)}
	229	+.cpage-head .meta{display:flex;gap:7px;flex-wrap:wrap;margin-top:12px}
	230	+.mchip{background:rgba(245,243,238,.12);border:1px solid rgba(245,243,238,.3);
	231	+ border-radius:var(--r-ctl);padding:3px 11px;font-family:var(--font-mono);
	232	+ font-size:10px;font-weight:700;text-transform:uppercase;letter-spacing:.05em;color:var(--paper)}
	233	+.mchip.o{background:var(--lime);border-color:var(--lime);color:var(--ink)}
	234	+.cpage-reach{margin-left:auto;text-align:right}
	235	+.cpage-reach b{display:block;font-family:var(--font-display);
	236	+ font-size:clamp(28px,3.6vw,40px);font-weight:700;color:var(--lime);letter-spacing:-.02em}
	237	+.cpage-reach span{font-family:var(--font-mono);font-size:10px;color:rgba(245,243,238,.6);
	238	+ text-transform:uppercase;letter-spacing:.08em;font-weight:700}
	239	+@media(max-width:760px){.cpage-reach{margin-left:0;text-align:left;flex-basis:100%}}
	240	+.cpage-bio{margin:24px 0 0;max-width:820px;color:var(--ink-2);font-size:15px}
	241	+.cpage-notes{margin:14px 0 0;max-width:820px;color:var(--ink-2);font-size:12.5px;
	242	+ background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	243	+ padding:13px 17px;box-shadow:var(--shadow-off-soft)}
	244	+.sect-title{font-size:19px;margin:36px 0 15px;display:flex;align-items:center;gap:10px;text-transform:uppercase}
	245	+.acc-grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(290px,1fr));gap:14px}
	246	+@media(max-width:640px){.acc-grid{grid-template-columns:1fr}}
	247	+.acc{display:flex;align-items:center;gap:13px;background:var(--surface);
	248	+ border:1.5px solid var(--ink);border-radius:var(--r-card);padding:14px 16px;
	249	+ box-shadow:var(--shadow-off-soft);transition:transform .16s ease,box-shadow .16s ease;min-width:0}
	250	+.acc:hover{transform:translate(-2px,-2px);box-shadow:var(--shadow-off)}
	251	+.acc .plat{width:44px;height:44px;border-radius:9px;flex:none}
	252	+.acc .plat svg{width:20px;height:20px}
	253	+.acc-mid{min-width:0;flex:1;display:flex;flex-direction:column;gap:2px;overflow:hidden}
	254	+.acc-name{font-family:var(--font-display);font-weight:700;font-size:14px;display:flex;align-items:center;gap:6px}
	255	+.acc-handle{font-size:12px;color:var(--ink-3);overflow:hidden;text-overflow:ellipsis;
	256	+ white-space:nowrap;display:block;max-width:100%}
	257	+.acc-right{margin-left:auto;text-align:right;flex:none;padding-left:8px}
	258	+.acc-right b{display:block;font-family:var(--font-display);font-size:16.5px;color:var(--ink);font-weight:700}
	259	+.acc-right span{font-family:var(--font-mono);font-size:9px;color:var(--ink-3);
	260	+ text-transform:uppercase;letter-spacing:.06em;font-weight:700}
	261	+.conf{display:inline-flex;padding:1px 7px;border-radius:var(--r-ctl);
	262	+ font-family:var(--font-mono);font-size:9px;font-weight:700;text-transform:uppercase;letter-spacing:.03em}
	263	+.conf.hi{background:var(--lime-soft);color:var(--green-deep)}
	264	+.conf.mid{background:var(--amber-soft);color:#8a5a12}
	265	+.linkinbio{display:inline-flex;align-items:center;gap:10px;margin-top:22px;
	266	+ background:var(--lime);color:var(--ink);border:1.5px solid var(--ink);
	267	+ border-radius:var(--r-ctl);padding:11px 20px;font-family:var(--font-display);
	268	+ font-weight:700;font-size:13.5px;transition:.15s;box-shadow:4px 4px 0 rgba(20,24,20,.25)}
	269	+.linkinbio:hover{background:var(--lime-soft)}
	270	+.linkinbio:active{transform:translate(2px,2px);box-shadow:none}
	271	+.linkinbio svg{width:16px;height:16px;fill:currentColor}
	272	+.cpage-foot{margin-top:38px;font-size:12px;color:var(--ink-3);
	273	+ border-top:1.5px solid var(--ink);padding-top:16px}
	274	+.cpage-foot a{color:var(--green);font-weight:600}
	275	+
	276	+/* ===== page stats ===== */
	277	+.stats-page{padding:40px 0 70px}
	278	+.tiles{display:grid;grid-template-columns:repeat(auto-fit,minmax(150px,1fr));gap:14px;margin:26px 0}
	279	+.tile{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	280	+ padding:18px 20px;box-shadow:var(--shadow-off-soft)}
	281	+.tile-v{font-family:var(--font-display);font-weight:700;font-size:clamp(23px,3vw,32px);
	282	+ letter-spacing:-.03em;line-height:1.05;color:var(--ink)}
	283	+.tile-k{font-family:var(--font-mono);font-size:9.5px;font-weight:700;text-transform:uppercase;
	284	+ letter-spacing:.1em;color:var(--ink-3);margin-top:7px}
	285	+.tile.hero-tile{background:var(--ink)}
	286	+.tile.hero-tile .tile-v{color:var(--lime)}
	287	+.tile.hero-tile .tile-k{color:rgba(245,243,238,.55)}
	288	+.viz-card{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	289	+ box-shadow:var(--shadow-off-soft);padding:24px 26px 18px;margin-bottom:22px}
	290	+.viz-card h2{font-size:18px;text-transform:uppercase}
	291	+.viz-sub{font-family:var(--font-mono);font-size:10px;font-weight:700;letter-spacing:.08em;
	292	+ text-transform:uppercase;color:var(--ink-3);margin:4px 0 18px}
	293	+.hrow{display:flex;align-items:center;gap:12px;margin-bottom:10px}
	294	+.hrow .plat{width:28px;height:28px;border-radius:7px;flex:none}
	295	+.hrow .plat svg{width:13px;height:13px}
	296	+.hrow-label{flex:0 0 130px;font-size:12.5px;font-weight:600;color:var(--ink-2);
	297	+ overflow:hidden;text-overflow:ellipsis;white-space:nowrap}
	298	+@media(max-width:640px){.hrow-label{flex-basis:96px;font-size:11.5px}}
	299	+.hbar{flex:1;height:12px;border:1.5px solid var(--ink);border-radius:4px;
	300	+ background:var(--surface-2);overflow:hidden}
	301	+.hbar i{display:block;height:100%;background:var(--lime);border-right:1.5px solid var(--ink)}
	302	+.hrow .n{flex:none;font-family:var(--font-display);font-size:12.5px;font-weight:700;
	303	+ color:var(--ink);min-width:44px;text-align:right}
	304	+
	305	+/* ===== retrait ===== */
	306	+.optout-page{max-width:620px;margin:0 auto;padding:44px 0 70px}
	307	+.optout-page h1{font-size:clamp(26px,4vw,32px);margin:12px 0;text-transform:uppercase}
	308	+.optout-page p{color:var(--ink-2)}
	309	+.field{margin-top:16px}
	310	+.field label{display:block;font-family:var(--font-mono);font-size:10px;font-weight:700;
	311	+ text-transform:uppercase;letter-spacing:.08em;margin-bottom:7px;color:var(--ink-2)}
	312	+.field input,.field textarea{width:100%;border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	313	+ padding:11px 14px;font:inherit;background:var(--surface);color:var(--ink);
	314	+ box-shadow:3px 3px 0 rgba(20,24,20,.08);transition:box-shadow .15s ease}
	315	+.field input:focus,.field textarea:focus{outline:2px solid var(--green);outline-offset:1px;
	316	+ box-shadow:3px 3px 0 rgba(91,52,168,.25)}
	317	+@media(max-width:900px){.field input,.field textarea{font-size:16px}}
	318	+.optout-ok{background:var(--lime-soft);color:var(--green-deep);border:1.5px solid var(--ink);
	319	+ border-radius:var(--r-card);padding:16px 20px;font-weight:600;margin-top:20px;
	320	+ box-shadow:var(--shadow-off-soft)}
	321	+.optout-ok.warn{background:var(--amber-soft);color:#8a5a12}
	322	+
	323	+/* ===== footer + tab bar mobile (patron Lou-Ka) ===== */
	324	+.footer{border-top:1.5px solid var(--ink);margin-top:40px;padding:32px 0 44px;background:var(--ink);color:var(--paper)}
	325	+.footer-inner{display:flex;gap:26px;flex-wrap:wrap;align-items:flex-start;justify-content:space-between}
	326	+.footer .brand{font-size:19px;color:var(--paper)}
	327	+.footer .brand .ka{color:var(--ink)}
	328	+.footer p{font-size:12px;color:rgba(245,243,238,.55);max-width:460px;margin:10px 0 0}
	329	+.footer-links{display:flex;flex-direction:column;gap:9px;font-family:var(--font-mono);
	330	+ font-size:11px;font-weight:700;text-transform:uppercase;letter-spacing:.06em;
	331	+ color:rgba(245,243,238,.8)}
	332	+.footer-links a:hover{color:var(--lime)}
	333	+.fam-row{display:flex;gap:8px;flex-wrap:wrap;margin-top:14px}
	334	+.fam{border:1px solid rgba(245,243,238,.3);border-radius:var(--r-ctl);padding:3px 10px;
	335	+ font-family:var(--font-mono);font-size:10px;font-weight:700;color:rgba(245,243,238,.7)}
	336	+.fam:hover{background:var(--lime);color:var(--ink);border-color:var(--lime)}
	337	+.tabbar{display:none}
	338	+@media(max-width:760px){
	339	+ .tabbar{display:grid;grid-template-columns:repeat(4,1fr);
	340	+ position:fixed;left:0;right:0;bottom:0;z-index:85;
	341	+ background:rgba(245,243,238,.94);
	342	+ backdrop-filter:blur(16px);-webkit-backdrop-filter:blur(16px);
	343	+ border-top:1.5px solid var(--ink);
	344	+ padding:6px 4px calc(6px + env(safe-area-inset-bottom))}
	345	+ .tabbar a{display:flex;flex-direction:column;align-items:center;gap:3px;
	346	+ padding:5px 2px;min-height:48px;justify-content:center;
	347	+ font-family:var(--font-mono);font-size:9.5px;font-weight:700;
	348	+ text-transform:uppercase;letter-spacing:.04em;color:var(--ink-3);
	349	+ border-radius:var(--r-ctl);transition:color .12s ease}
	350	+ .tabbar a.active{color:var(--green)}
	351	+ .tabbar a svg{display:block;width:20px;height:20px;fill:none;stroke:currentColor;
	352	+ stroke-width:1.8;stroke-linecap:round;stroke-linejoin:round}
	353	+ body{padding-bottom:calc(64px + env(safe-area-inset-bottom))}
	354	+ .footer{padding-bottom:calc(76px + env(safe-area-inset-bottom))}
	355	+}
	356	+.spin{width:26px;height:26px;border:3px solid var(--line);border-top-color:var(--green);
	357	+ border-radius:50%;margin:50px auto;animation:sp .8s linear infinite}
	358	+@keyframes sp{to{transform:rotate(360deg)}}
	359	+</style>
	360	+</head>
	361	+<body>
	362	+<div id="app"></div>
	363	+<script>
	364	+"use strict";
	365	+/* Créa-Ka SPA — routes : / · /createur/{id} · /stats · /retrait */
	366	+const ICONS={"_author":"Simon-Pierre Boucher <contact@spboucher.ai>","_file":"frontend/src/icons.json","_desc":"Trac\u00e9s SVG des marques de plateformes (simple-icons v13, CC0) + glyphes maison (linkedin/site-web/autre)","instagram":"M7.0301.084c-1.2768.0602-2.1487.264-2.911.5634-.7888.3075-1.4575.72-2.1228 1.3877-.6652.6677-1.075 1.3368-1.3802 2.127-.2954.7638-.4956 1.6365-.552 2.914-.0564 1.2775-.0689 1.6882-.0626 4.947.0062 3.2586.0206 3.6671.0825 4.9473.061 1.2765.264 2.1482.5635 2.9107.308.7889.72 1.4573 1.388 2.1228.6679.6655 1.3365 1.0743 2.1285 1.38.7632.295 1.6361.4961 2.9134.552 1.2773.056 1.6884.069 4.9462.0627 3.2578-.0062 3.668-.0207 4.9478-.0814 1.28-.0607 2.147-.2652 2.9098-.5633.7889-.3086 1.4578-.72 2.1228-1.3881.665-.6682 1.0745-1.3378 1.3795-2.1284.2957-.7632.4966-1.636.552-2.9124.056-1.2809.0692-1.6898.063-4.948-.0063-3.2583-.021-3.6668-.0817-4.9465-.0607-1.2797-.264-2.1487-.5633-2.9117-.3084-.7889-.72-1.4568-1.3876-2.1228C21.2982 1.33 20.628.9208 19.8378.6165 19.074.321 18.2017.1197 16.9244.0645 15.6471.0093 15.236-.005 11.977.0014 8.718.0076 8.31.0215 7.0301.0839m.1402 21.6932c-1.17-.0509-1.8053-.2453-2.2287-.408-.5606-.216-.96-.4771-1.3819-.895-.422-.4178-.6811-.8186-.9-1.378-.1644-.4234-.3624-1.058-.4171-2.228-.0595-1.2645-.072-1.6442-.079-4.848-.007-3.2037.0053-3.583.0607-4.848.05-1.169.2456-1.805.408-2.2282.216-.5613.4762-.96.895-1.3816.4188-.4217.8184-.6814 1.3783-.9003.423-.1651 1.0575-.3614 2.227-.4171 1.2655-.06 1.6447-.072 4.848-.079 3.2033-.007 3.5835.005 4.8495.0608 1.169.0508 1.8053.2445 2.228.408.5608.216.96.4754 1.3816.895.4217.4194.6816.8176.9005 1.3787.1653.4217.3617 1.056.4169 2.2263.0602 1.2655.0739 1.645.0796 4.848.0058 3.203-.0055 3.5834-.061 4.848-.051 1.17-.245 1.8055-.408 2.2294-.216.5604-.4763.96-.8954 1.3814-.419.4215-.8181.6811-1.3783.9-.4224.1649-1.0577.3617-2.2262.4174-1.2656.0595-1.6448.072-4.8493.079-3.2045.007-3.5825-.006-4.848-.0608M16.953 5.5864A1.44 1.44 0 1 0 18.39 4.144a1.44 1.44 0 0 0-1.437 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	367	+const $=s=>document.querySelector(s);
	368	+const app=$("#app");
	369	+const fmt=new Intl.NumberFormat("fr-CA",{notation:"compact",maximumFractionDigits:1});
	370	+const fmtFull=new Intl.NumberFormat("fr-CA");
	371	+const PLAT={
	372	+ instagram:{label:"Instagram",color:"#c13584",av:"instagram"},
	373	+ tiktok:{label:"TikTok",color:"#141814",av:"tiktok"},
	374	+ youtube:{label:"YouTube",color:"#e02424",av:"youtube"},
	375	+ twitch:{label:"Twitch",color:"#9146ff",av:"twitch"},
	376	+ kick:{label:"Kick",color:"#141814"},
	377	+ x:{label:"X (Twitter)",color:"#141814",av:"twitter"},
	378	+ facebook:{label:"Facebook",color:"#1877f2"},
	379	+ snapchat:{label:"Snapchat",color:"#d4a900"},
	380	+ substack:{label:"Substack",color:"#ff6719"},
	381	+ patreon:{label:"Patreon",color:"#f1465a"},
	382	+ onlyfans:{label:"OnlyFans",color:"#00aff0"},
	383	+ linkedin:{label:"LinkedIn",color:"#0a66c2"},
	384	+ threads:{label:"Threads",color:"#141814"},
	385	+ podcast:{label:"Balado",color:"#8940fa"},
	386	+ "site-web":{label:"Site web",color:"#5b34a8"},
	387	+ autre:{label:"Autre",color:"#8b928c"}};
	388	+const NICHE_LBL={"humour":"Humour","mode":"Mode","beaute":"Beauté","lifestyle":"Lifestyle",
	389	+ "famille-parentalite":"Famille","cuisine":"Cuisine","gaming":"Gaming","tech":"Tech",
	390	+ "sport-fitness":"Sport & fitness","plein-air":"Plein air","voyage":"Voyage","musique":"Musique",
	391	+ "arts":"Arts","danse":"Danse","education":"Éducation","finance-affaires":"Finance & affaires",
	392	+ "sante-mieux-etre":"Santé & mieux-être","bouffe-resto":"Bouffe & resto",
	393	+ "actualite-opinion":"Actualité & opinion","autre":"Autre"};
	394	+const TIER_LBL={nano:"Nano",micro:"Micro",macro:"Macro",mega:"Méga"};
	395	+const state={q:"",niche:"",region:"",langue:"",plateforme:"",tier:"",sort:"reach",
	396	+ offset:0,items:[],total:0,stats:null,tax:null};
	397	+
	398	+const esc=s=>String(s??"").replace(/[&<>"']/g,c=>({"&":"&","<":"<",">":">",'"':""","'":"'"}[c]));
	399	+const initials=n=>n.split(/\s+/).slice(0,2).map(w=>w[0]\|\|"").join("").toUpperCase();
	400	+async function api(p){const r=await fetch(p);if(!r.ok)throw new Error(r.status);return r.json()}
	401	+function icon(p,extra){return `<svg class="icn" viewBox="0 0 24 24" aria-hidden="true"${extra\|\|""}><path d="${ICONS[p]\|\|ICONS.autre}"/></svg>`}
	402	+const checkSvg=`<svg class="vbadge" viewBox="0 0 24 24" aria-label="vérifié"><path fill="currentColor" d="M12 0l2.8 2.5 3.7-.7.9 3.7 3.4 1.7-1.5 3.5 1.5 3.5-3.4 1.7-.9 3.7-3.7-.7L12 24l-2.8-2.5-3.7.7-.9-3.7-3.4-1.7 1.5-3.5-1.5-3.5 3.4-1.7.9-3.7 3.7.7z"/><path fill="#f5f3ee" d="M10.6 16.2l-3.3-3.3 1.4-1.4 1.9 1.9 4.7-4.7 1.4 1.4z"/></svg>`;
	403	+
	404	+/* cascade de photos : avatar capté à la source, puis unavatar par plateforme,
	405	+ repli final = initiales sur motif encre/violet (déjà en dessous) */
	406	+function avatarSources(c){
	407	+ const order=["instagram","tiktok","youtube","twitch","x"];
	408	+ const srcs=[];
	409	+ if(c.avatar_url)srcs.push(c.avatar_url);
	410	+ for(const p of order){
	411	+ const acc=(c.platforms\|\|[]).find(a=>a.platform===p&&PLAT[p]&&PLAT[p].av);
	412	+ if(acc)srcs.push(`https://unavatar.io/${PLAT[p].av}/${encodeURIComponent(acc.handle)}?fallback=false`);
	413	+ }
	414	+ return srcs;
	415	+}
	416	+window.nextSrc=el=>{
	417	+ const srcs=JSON.parse(el.dataset.srcs\|\|"[]");const i=+(el.dataset.i\|\|0)+1;
	418	+ if(i<srcs.length){el.dataset.i=i;el.src=srcs[i]}else el.remove();
	419	+};
	420	+function photoImg(c){
	421	+ const srcs=avatarSources(c);
	422	+ if(!srcs.length)return"";
	423	+ return `<img loading="lazy" alt="${esc(c.display_name)}" src="${srcs[0]}"
	424	+ data-srcs='${esc(JSON.stringify(srcs))}' data-i="0" onerror="nextSrc(this)">`;
	425	+}
	426	+const brandSvg=`<svg width="30" height="30" viewBox="0 0 64 64"><rect width="64" height="64" rx="10" fill="#141814"/><circle cx="32" cy="23" r="9" fill="#c9a3ff"/><path d="M14 52c3-10 9-15 18-15s15 5 18 15" stroke="#c9a3ff" stroke-width="6" fill="none" stroke-linecap="round"/></svg>`;
	427	+
	428	+function header(){
	429	+ return `<header class="header"><div class="container header-inner">
	430	+ <a href="/" data-nav class="brand">${brandSvg}Créa<span class="ka">Ka</span></a>
	431	+ <span class="brand-tag">Tous les créateurs québécois.<br>Tous leurs liens.</span>
	432	+ <span class="header-spacer"></span>
	433	+ <a class="hbtn" href="/stats" data-nav>Statistiques</a>
	434	+ <a class="hbtn" href="/retrait" data-nav>Retrait</a>
	435	+ <a class="hbtn primary" href="/#annuaire" data-nav>Explorer l'annuaire</a>
	436	+ </div></header>`;
	437	+}
	438	+function tabbar(active){
	439	+ const t=(href,label,svg,key)=>`<a href="${href}" data-nav class="${active===key?"active":""}">${svg}<span>${label}</span></a>`;
	440	+ return `<nav class="tabbar">
	441	+ ${t("/","Annuaire",`<svg viewBox="0 0 24 24"><path d="M3 10.5 12 3l9 7.5"/><path d="M5 9.5V21h14V9.5"/></svg>`,"home")}
	442	+ ${t("/#annuaire","Recherche",`<svg viewBox="0 0 24 24"><circle cx="11" cy="11" r="7"/><path d="M20 20l-3.5-3.5"/></svg>`,"search")}
	443	+ ${t("/stats","Stats",`<svg viewBox="0 0 24 24"><path d="M4 20V10M10 20V4M16 20v-7M22 20H2"/></svg>`,"stats")}
	444	+ ${t("/retrait","Retrait",`<svg viewBox="0 0 24 24"><circle cx="12" cy="12" r="9"/><path d="M8 12h8"/></svg>`,"optout")}
	445	+ </nav>`;
	446	+}
	447	+function footer(){
	448	+ return `<footer class="footer"><div class="container footer-inner">
	449	+ <div><span class="brand">${brandSvg}Créa<span class="ka" style="background:var(--lime)">Ka</span></span>
	450	+ <p>Annuaire public des créateurs de contenu québécois. Uniquement des profils publics
	451	+ et professionnels ; aucune donnée privée. Retrait simple et respecté (Loi 25).
	452	+ — Simon-Pierre Boucher</p>
	453	+ <div class="fam-row"><span class="klabel" style="color:rgba(245,243,238,.5);align-self:center">Groupe KA :</span>
	454	+ <a class="fam" href="https://www.groupe-ka.com" target="_blank" rel="noopener">KA ID</a>
	455	+ <a class="fam" href="https://www.lou-ka.com" target="_blank" rel="noopener">Lou-Ka</a>
	456	+ <a class="fam" href="https://www.immo-ka.com" target="_blank" rel="noopener">Immo-Ka</a>
	457	+ <a class="fam" href="https://www.auto-ka.com" target="_blank" rel="noopener">Auto-Ka</a>
	458	+ <a class="fam" href="https://www.food-ka.com" target="_blank" rel="noopener">Food-Ka</a>
	459	+ <a class="fam" href="https://www.fabri-ka.com" target="_blank" rel="noopener">Fabri-Ka</a></div></div>
	460	+ <div class="footer-links">
	461	+ <a href="/stats" data-nav>Statistiques</a>
	462	+ <a href="/retrait" data-nav>Demander un retrait</a>
	463	+ <a href="/api/stats" target="_blank" rel="noopener">API publique</a>
	464	+ </div>
	465	+ </div></footer>`;
	466	+}
	467	+
	468	+/* ---------- annuaire ---------- */
	469	+function platIcon(a){
	470	+ const p=PLAT[a.platform]\|\|PLAT.autre;
	471	+ return `<a class="plat" href="${esc(a.url)}" target="_blank" rel="noopener"
	472	+ title="${p.label} — @${esc(a.handle)}" style="background:${p.color}"
	473	+ onclick="event.stopPropagation()">${icon(a.platform)}</a>`;
	474	+}
	475	+function cardHtml(c){
	476	+ const plats=(c.platforms\|\|[]).slice(0,7).map(platIcon).join("");
	477	+ const niches=(c.niches\|\|[]).slice(0,2).map(n=>`<span class="chip">${NICHE_LBL[n]\|\|n}</span>`).join("");
	478	+ const verified=(c.platforms\|\|[]).some(a=>a.verified);
	479	+ const np=(c.platforms\|\|[]).length;
	480	+ return `<div class="card" data-href="/createur/${esc(c.id)}" role="link" tabindex="0" style="cursor:pointer">
	481	+ <div class="card-photo"><span class="init">${esc(initials(c.display_name))}</span>${photoImg(c)}
	482	+ <span class="tier ${esc(c.audience_tier)}">${TIER_LBL[c.audience_tier]\|\|c.audience_tier}</span>
	483	+ <span class="nplat">${np} plat.</span></div>
	484	+ <div class="card-body">
	485	+ <div class="card-name">${esc(c.display_name)}${verified?checkSvg:""}</div>
	486	+ <div class="card-sub">${c.region?`${esc(c.region)} · `:""}${(c.languages\|\|[]).map(l=>({fr:"FR",en:"EN",bilingue:"FR/EN"}[l]\|\|l)).join(", ")}</div>
	487	+ <div class="chips">${niches}</div>
	488	+ ${c.total_reach?`<div class="reach"><b>${fmt.format(c.total_reach)}</b> abonnés cumulés</div>`:""}
	489	+ <div class="platrow">${plats}</div></div></div>`;
	490	+}
	491	+function selectHtml(id,label,opts,val,lbls){
	492	+ const o=opts.map(v=>`<option value="${esc(v)}"${v===val?" selected":""}>${esc(lbls?(lbls[v]\|\|v):v)}</option>`).join("");
	493	+ return `<select class="f${val?" active":""}" id="${id}"><option value="">${label}</option>${o}</select>`;
	494	+}
	495	+async function renderHome(){
	496	+ document.title="Créa-Ka — Tous les créateurs québécois. Tous leurs liens.";
	497	+ if(!state.tax)state.tax=await api("/api/taxonomies");
	498	+ if(!state.stats)state.stats=await api("/api/stats").catch(()=>null);
	499	+ const s=state.stats\|\|{creators:0,accounts:0,by_platform:{}};
	500	+ app.innerHTML=header()+`
	501	+ <section class="hero"><div class="container">
	502	+ <span class="kicker">Annuaire des créateurs du Québec</span>
	503	+ <h1 style="margin-top:16px">Chaque créateur<br>québécois. <span class="outline-txt">Tous</span> ses <span class="hl">liens.</span></h1>
	504	+ <p class="lead">Un « Linktree collectif » du Québec : influenceurs, youtubeurs, streamers,
	505	+ podcasteurs — leurs comptes regroupés et découvrables par niche, région, langue et taille d'audience.</p>
	506	+ <div class="stats-row">
	507	+ <span class="stat-pill"><b>${fmtFull.format(s.creators)}</b> créateurs</span>
	508	+ <span class="stat-pill"><b>${fmtFull.format(s.accounts)}</b> comptes reliés</span>
	509	+ <span class="stat-pill"><b>${Object.keys(s.by_platform\|\|{}).length}</b> plateformes</span>
	510	+ </div>
	511	+ <div class="advantages">
	512	+ <div class="adv"><div class="ico">${icon("autre")}</div><h3>Cross-plateforme</h3><p>Instagram, TikTok, YouTube, Twitch, X… tous les comptes d'une même personne, au même endroit.</p></div>
	513	+ <div class="adv"><div class="ico"><svg class="icn" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="11" cy="11" r="7"/><path d="M20 20l-3.5-3.5" stroke-linecap="round"/></svg></div><h3>Découvrable</h3><p>Filtres par niche, région, langue, plateforme et taille d'audience.</p></div>
	514	+ <div class="adv"><div class="ico">✓</div><h3>Liens vérifiés</h3><p>Chaque rattachement porte un score de confiance ; mieux vaut un lien de moins qu'un lien erroné.</p></div>
	515	+ <div class="adv"><div class="ico">🛡</div><h3>Respectueux</h3><p>Profils publics seulement, retrait (opt-out) simple et respecté. Loi 25.</p></div>
	516	+ </div>
	517	+ </div></section>
	518	+ <div class="searchbar" id="annuaire"><div class="container search-wrap">
	519	+ <label class="search-input"><svg width="15" height="15" viewBox="0 0 24 24" fill="none"><circle cx="11" cy="11" r="7" stroke="currentColor" stroke-width="2"/><path d="M20 20l-3.5-3.5" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg>
	520	+ <input id="q" placeholder="Chercher un créateur…" value="${esc(state.q)}"></label>
	521	+ <div class="filters">
	522	+ ${selectHtml("f-niche","Niche",state.tax.niches,state.niche,NICHE_LBL)}
	523	+ ${selectHtml("f-region","Région",state.tax.regions,state.region)}
	524	+ ${selectHtml("f-plat","Plateforme",state.tax.plateformes,state.plateforme,Object.fromEntries(Object.entries(PLAT).map(([k,v])=>[k,v.label])))}
	525	+ ${selectHtml("f-tier","Taille",state.tax.tiers,state.tier,TIER_LBL)}
	526	+ ${selectHtml("f-langue","Langue",state.tax.langues,state.langue,{fr:"Français",en:"Anglais",bilingue:"Bilingue"})}
	527	+ ${selectHtml("f-sort","Tri",["reach","nom","recent"],state.sort==="reach"?"":state.sort,{reach:"Audience",nom:"Nom A-Z",recent:"Récents"})}
	528	+ </div>
	529	+ </div></div>
	530	+ <main class="container"><div class="count-line" id="countline"></div>
	531	+ <div class="grid" id="grid"><div class="spin"></div></div>
	532	+ <div class="more-wrap" id="more"></div></main>`+footer()+tabbar(location.hash==="#annuaire"?"search":"home");
	533	+ bindNav();
	534	+ $("#q").addEventListener("input",deb(()=>{state.q=$("#q").value;reload()},300));
	535	+ [["f-niche","niche"],["f-region","region"],["f-plat","plateforme"],
	536	+ ["f-tier","tier"],["f-langue","langue"],["f-sort","sort"]].forEach(([id,key])=>{
	537	+ $("#"+id).addEventListener("change",e=>{state[key]=e.target.value\|\|(key==="sort"?"reach":"");
	538	+ e.target.classList.toggle("active",!!e.target.value);reload()})});
	539	+ if(location.hash==="#annuaire"){const el=$("#annuaire");if(el)el.scrollIntoView()}
	540	+ await reload();
	541	+}
	542	+function deb(fn,ms){let t;return()=>{clearTimeout(t);t=setTimeout(fn,ms)}}
	543	+async function reload(more){
	544	+ if(!more){state.offset=0;state.items=[]}
	545	+ const p=new URLSearchParams({q:state.q,niche:state.niche,region:state.region,
	546	+ langue:state.langue,plateforme:state.plateforme,tier:state.tier,sort:state.sort,
	547	+ limit:"60",offset:String(state.offset)});
	548	+ const data=await api("/api/creators?"+p).catch(()=>({items:[],total:0}));
	549	+ state.items=state.items.concat(data.items);state.total=data.total;
	550	+ const grid=$("#grid");if(!grid)return;
	551	+ $("#countline").innerHTML=`<b>${fmtFull.format(state.total)}</b> créateur${state.total>1?"s":""} trouvé${state.total>1?"s":""}`;
	552	+ grid.innerHTML=state.items.length?state.items.map(cardHtml).join(""):
	553	+ `<div class="empty">Aucun créateur ne correspond à ces filtres.</div>`;
	554	+ const moreDiv=$("#more");
	555	+ moreDiv.innerHTML=state.items.length<state.total?
	556	+ `<button class="btn btn-primary" id="loadmore">Afficher plus (${fmtFull.format(state.total-state.items.length)} restants)</button>`:"";
	557	+ const lm=$("#loadmore");if(lm)lm.onclick=()=>{state.offset+=60;reload(true)};
	558	+ bindNav(grid);
	559	+}
	560	+
	561	+/* ---------- page créateur ---------- */
	562	+async function renderCreator(id){
	563	+ app.innerHTML=header()+`<div class="container"><div class="spin"></div></div>`+footer()+tabbar("");bindNav();
	564	+ let c;try{c=await api("/api/creators/"+encodeURIComponent(id))}
	565	+ catch(e){app.innerHTML=header()+`<div class="container"><div class="empty"><h2>Créateur introuvable</h2>
	566	+ <p style="margin-top:10px"><a href="/" data-nav style="color:var(--green);font-weight:600">← Retour à l'annuaire</a></p></div></div>`+footer()+tabbar("");bindNav();return}
	567	+ document.title=`${c.display_name} — Créa-Ka`;
	568	+ const verified=(c.platforms\|\|[]).some(a=>a.verified);
	569	+ const niches=(c.niches\|\|[]).map(n=>`<span class="mchip">${NICHE_LBL[n]\|\|n}</span>`).join("");
	570	+ const M_LBL={following:"abonnements",posts:"publications",likes:"j'aime",
	571	+ views:"vues",videos:"vidéos",episodes:"épisodes"};
	572	+ const accs=(c.platforms\|\|[]).map(a=>{const p=PLAT[a.platform]\|\|PLAT.autre;
	573	+ const conf=(a.confidence\|\|0)>=0.75?["hi","confiance élevée"]:["mid","à confirmer"];
	574	+ const mx=Object.entries(a.metrics\|\|{}).filter(([k,v])=>M_LBL[k]&&v!=null)
	575	+ .map(([k,v])=>`${fmt.format(v)} ${M_LBL[k]}`).join(" · ");
	576	+ return `<a class="acc" href="${esc(a.url)}" target="_blank" rel="noopener">
	577	+ <span class="plat" style="background:${p.color}">${icon(a.platform)}</span>
	578	+ <span class="acc-mid"><span class="acc-name">${p.label}${a.verified?checkSvg:""}</span>
	579	+ <span class="acc-handle">@${esc(a.handle)}</span>
	580	+ <span class="acc-handle" style="overflow:visible"><span class="conf ${conf[0]}" title="Score de rattachement ${Math.round((a.confidence\|\|0)*100)} %">${conf[1]}</span>${mx?` <span style="font-size:11px">${mx}</span>`:""}</span></span>
	581	+ <span class="acc-right">${a.followers?`<b>${fmt.format(a.followers)}</b><span>abonnés</span>`:`<span style="font-size:11px">voir le profil ↗</span>`}</span></a>`}).join("");
	582	+ const checked=(c.platforms\|\|[]).map(a=>a.last_checked).filter(Boolean).sort().pop();
	583	+ app.innerHTML=header()+`
	584	+ <div class="container cpage">
	585	+ <a class="backlink" href="/" data-nav>← Tous les créateurs</a>
	586	+ <div class="cpage-head">
	587	+ <div class="cavatar">${esc(initials(c.display_name))}${photoImg(c)}</div>
	588	+ <div style="flex:1;min-width:200px"><h1>${esc(c.display_name)}${verified?checkSvg:""}</h1>
	589	+ <div class="meta"><span class="mchip o">${TIER_LBL[c.audience_tier]\|\|c.audience_tier}</span>
	590	+ ${niches}${c.region?`<span class="mchip">${esc(c.region)}</span>`:""}
	591	+ ${(c.languages\|\|[]).map(l=>`<span class="mchip">${{fr:"Français",en:"Anglais",bilingue:"Bilingue"}[l]\|\|l}</span>`).join("")}</div></div>
	592	+ ${c.total_reach?`<div class="cpage-reach"><b>${fmt.format(c.total_reach)}</b><span>abonnés cumulés</span></div>`:""}
	593	+ </div>
	594	+ ${c.bio?`<p class="cpage-bio">${esc(c.bio)}</p>`:""}
	595	+ ${c.notes?`<div class="cpage-notes"><span class="klabel">Contexte public</span><br>${esc(c.notes)}</div>`:""}
	596	+ <h2 class="sect-title">Ses plateformes <span class="chip">${(c.platforms\|\|[]).length}</span></h2>
	597	+ <div class="acc-grid">${accs}</div>
	598	+ ${c.link_in_bio_url?`<a class="linkinbio" href="${esc(c.link_in_bio_url)}" target="_blank" rel="noopener">${icon("linktree")} Sa page de liens officielle ↗</a>`:""}
	599	+ <div class="cpage-foot">Sources : listes médias publiques, Wikidata, annuaires publics et profils publics des plateformes.
	600	+ Audiences approximatives${checked?`, dernière vérification ${esc(checked.slice(0,10))}`:""}.
	601	+ Une erreur dans cette fiche ? <a href="/retrait" data-nav>Signaler / demander un retrait</a>.</div>
	602	+ </div>`+footer()+tabbar("");
	603	+ bindNav();window.scrollTo(0,0);
	604	+}
	605	+
	606	+/* ---------- page stats ---------- */
	607	+async function renderStats(){
	608	+ document.title="Statistiques — Créa-Ka";
	609	+ app.innerHTML=header()+`<div class="container"><div class="spin"></div></div>`+footer()+tabbar("stats");bindNav();
	610	+ const s=await api("/api/stats").catch(()=>null);
	611	+ if(!s){app.innerHTML=header()+`<div class="container empty">Statistiques indisponibles.</div>`+footer()+tabbar("stats");bindNav();return}
	612	+ const bars=(obj,lbls,useIcon)=>{const entries=Object.entries(obj).slice(0,12);
	613	+ const max=Math.max(...entries.map(e=>e[1]),1);
	614	+ return entries.map(([k,v])=>`<div class="hrow">
	615	+ ${useIcon?`<span class="plat" style="background:${(PLAT[k]\|\|PLAT.autre).color}">${icon(k)}</span>`:""}
	616	+ <span class="hrow-label">${esc(lbls?(lbls[k]\|\|k):k)}</span>
	617	+ <span class="hbar"><i style="width:${Math.max(2,Math.round(v/max*100))}%"></i></span>
	618	+ <span class="n">${fmtFull.format(v)}</span></div>`).join("")};
	619	+ app.innerHTML=header()+`
	620	+ <div class="container stats-page">
	621	+ <span class="kicker">Portrait de l'annuaire</span>
	622	+ <h1 style="font-size:clamp(28px,4.6vw,46px);margin:12px 0 4px;text-transform:uppercase">Les créateurs québécois <span class="hl">en chiffres.</span></h1>
	623	+ <div class="tiles">
	624	+ <div class="tile hero-tile"><div class="tile-v">${fmtFull.format(s.creators)}</div><div class="tile-k">Créateurs</div></div>
	625	+ <div class="tile"><div class="tile-v">${fmtFull.format(s.accounts)}</div><div class="tile-k">Comptes reliés</div></div>
	626	+ <div class="tile"><div class="tile-v">${Object.keys(s.by_platform\|\|{}).length}</div><div class="tile-k">Plateformes</div></div>
	627	+ <div class="tile"><div class="tile-v">${(s.accounts/Math.max(1,s.creators)).toFixed(1)}</div><div class="tile-k">Comptes / créateur</div></div>
	628	+ </div>
	629	+ <div class="viz-card"><h2>Par plateforme</h2><div class="viz-sub">comptes publics reliés</div>
	630	+ ${bars(s.by_platform,Object.fromEntries(Object.entries(PLAT).map(([k,v])=>[k,v.label])),true)}</div>
	631	+ <div class="viz-card"><h2>Par niche</h2><div class="viz-sub">créateurs actifs</div>
	632	+ ${bars(s.by_niche,NICHE_LBL)}</div>
	633	+ <div class="viz-card"><h2>Par taille d'audience</h2><div class="viz-sub">basée sur la plateforme principale</div>
	634	+ ${bars(s.by_tier,TIER_LBL)}</div>
	635	+ ${Object.keys(s.by_region\|\|{}).length?`<div class="viz-card"><h2>Par région déclarée</h2><div class="viz-sub">quand le créateur la rend publique</div>${bars(s.by_region)}</div>`:""}
	636	+ </div>`+footer()+tabbar("stats");
	637	+ bindNav();window.scrollTo(0,0);
	638	+}
	639	+
	640	+/* ---------- retrait / opt-out ---------- */
	641	+function renderOptout(){
	642	+ document.title="Retrait (opt-out) — Créa-Ka";
	643	+ app.innerHTML=header()+`
	644	+ <div class="container optout-page">
	645	+ <span class="kicker">Vie privée d'abord</span>
	646	+ <h1>Demander un <span class="hl">retrait</span></h1>
	647	+ <p>Vous êtes créateur ou créatrice et souhaitez ne plus figurer dans l'annuaire ?
	648	+ La fiche est <b>masquée immédiatement</b> et exclue de toute ré-agrégation future.
	649	+ Une correction d'erreur (mauvais compte rattaché) passe par le même formulaire.</p>
	650	+ <form id="of">
	651	+ <div class="field"><label>Nom public / nom de scène</label><input id="o-name" maxlength="200" placeholder="ex. Prénom Nom"></div>
	652	+ <div class="field"><label>Un de vos comptes (plateforme:handle)</label><input id="o-acc" maxlength="200" placeholder="ex. instagram:monhandle"></div>
	653	+ <div class="field"><label>Raison (facultatif)</label><textarea id="o-reason" rows="3" maxlength="500"></textarea></div>
	654	+ <div class="field"><label>Courriel de contact (facultatif, pour confirmation)</label><input id="o-contact" maxlength="200" type="email"></div>
	655	+ <div class="field"><button class="btn btn-primary" type="submit">Masquer ma fiche</button></div>
	656	+ </form><div id="o-result"></div>
	657	+ </div>`+footer()+tabbar("optout");
	658	+ bindNav();
	659	+ $("#of").addEventListener("submit",async e=>{e.preventDefault();
	660	+ const body={name:$("#o-name").value.trim(),account:$("#o-acc").value.trim(),
	661	+ reason:$("#o-reason").value.trim(),contact:$("#o-contact").value.trim()};
	662	+ if(!body.name&&!body.account){$("#o-result").innerHTML=`<div class="optout-ok warn">Indiquez au moins un nom ou un compte.</div>`;return}
	663	+ try{const r=await fetch("/api/optout",{method:"POST",headers:{"Content-Type":"application/json"},body:JSON.stringify(body)});
	664	+ const j=await r.json();
	665	+ $("#o-result").innerHTML=`<div class="optout-ok">✓ ${esc(j.message\|\|"Demande enregistrée.")} ${j.masked?`(${j.masked} fiche(s) masquée(s))`:""}</div>`;
	666	+ e.target.reset();}
	667	+ catch(err){$("#o-result").innerHTML=`<div class="optout-ok warn">Erreur — réessayez ou écrivez à contact@spboucher.ai.</div>`}});
	668	+}
	669	+
	670	+/* ---------- routeur ---------- */
	671	+function bindNav(root){
	672	+ (root\|\|document).querySelectorAll("[data-nav]").forEach(a=>{
	673	+ if(a._nav)return;a._nav=1;
	674	+ a.addEventListener("click",e=>{const href=a.getAttribute("href");
	675	+ e.preventDefault();history.pushState(null,"",href);route();
	676	+ if(href.endsWith("#annuaire")){const el=$("#annuaire");if(el){el.scrollIntoView();const q=$("#q");if(q)q.focus()}}})});
	677	+ (root\|\|document).querySelectorAll("[data-href]").forEach(card=>{
	678	+ if(card._nav)return;card._nav=1;
	679	+ const go=()=>{history.pushState(null,"",card.dataset.href);route()};
	680	+ card.addEventListener("click",e=>{if(e.target.closest("a"))return;go()});
	681	+ card.addEventListener("keydown",e=>{if(e.key==="Enter")go()});
	682	+ });}
	683	+function route(){
	684	+ const p=location.pathname;
	685	+ const m=p.match(/^\/createur\/([^/]+)$/);
	686	+ if(m)return renderCreator(decodeURIComponent(m[1]));
	687	+ if(p==="/retrait")return renderOptout();
	688	+ if(p==="/stats")return renderStats();
	689	+ return renderHome();
	690	+}
	691	+window.addEventListener("popstate",route);
	692	+route();
	693	+</script>
	694	+</body>
	695	+</html>

added frontend/src/icons.json +22 −0

		`@@ -0,0 +1,22 @@`
	1	+{
	2	+"_author": "Simon-Pierre Boucher <contact@spboucher.ai>",
	3	+"_file": "frontend/src/icons.json",
	4	+"_desc": "Tracés SVG des marques de plateformes (simple-icons v13, CC0) + glyphes maison (linkedin/site-web/autre)",
	5	+"instagram": "M7.0301.084c-1.2768.0602-2.1487.264-2.911.5634-.7888.3075-1.4575.72-2.1228 1.3877-.6652.6677-1.075 1.3368-1.3802 2.127-.2954.7638-.4956 1.6365-.552 2.914-.0564 1.2775-.0689 1.6882-.0626 4.947.0062 3.2586.0206 3.6671.0825 4.9473.061 1.2765.264 2.1482.5635 2.9107.308.7889.72 1.4573 1.388 2.1228.6679.6655 1.3365 1.0743 2.1285 1.38.7632.295 1.6361.4961 2.9134.552 1.2773.056 1.6884.069 4.9462.0627 3.2578-.0062 3.668-.0207 4.9478-.0814 1.28-.0607 2.147-.2652 2.9098-.5633.7889-.3086 1.4578-.72 2.1228-1.3881.665-.6682 1.0745-1.3378 1.3795-2.1284.2957-.7632.4966-1.636.552-2.9124.056-1.2809.0692-1.6898.063-4.948-.0063-3.2583-.021-3.6668-.0817-4.9465-.0607-1.2797-.264-2.1487-.5633-2.9117-.3084-.7889-.72-1.4568-1.3876-2.1228C21.2982 1.33 20.628.9208 19.8378.6165 19.074.321 18.2017.1197 16.9244.0645 15.6471.0093 15.236-.005 11.977.0014 8.718.0076 8.31.0215 7.0301.0839m.1402 21.6932c-1.17-.0509-1.8053-.2453-2.2287-.408-.5606-.216-.96-.4771-1.3819-.895-.422-.4178-.6811-.8186-.9-1.378-.1644-.4234-.3624-1.058-.4171-2.228-.0595-1.2645-.072-1.6442-.079-4.848-.007-3.2037.0053-3.583.0607-4.848.05-1.169.2456-1.805.408-2.2282.216-.5613.4762-.96.895-1.3816.4188-.4217.8184-.6814 1.3783-.9003.423-.1651 1.0575-.3614 2.227-.4171 1.2655-.06 1.6447-.072 4.848-.079 3.2033-.007 3.5835.005 4.8495.0608 1.169.0508 1.8053.2445 2.228.408.5608.216.96.4754 1.3816.895.4217.4194.6816.8176.9005 1.3787.1653.4217.3617 1.056.4169 2.2263.0602 1.2655.0739 1.645.0796 4.848.0058 3.203-.0055 3.5834-.061 4.848-.051 1.17-.245 1.8055-.408 2.2294-.216.5604-.4763.96-.8954 1.3814-.419.4215-.8181.6811-1.3783.9-.4224.1649-1.0577.3617-2.2262.4174-1.2656.0595-1.6448.072-4.8493.079-3.2045.007-3.5825-.006-4.848-.0608M16.953 5.5864A1.44 1.44 0 1 0 18.39 4.144a1.44 1.44 0 0 0-1.437 1.4424M5.8385 12.012c.0067 3.4032 2.7706 6.1557 6.173 6.1493 3.4026-.0065 6.157-2.7701 6.1506-6.1733-.0065-3.4032-2.771-6.1565-6.174-6.1498-3.403.0067-6.156 2.771-6.1496 6.1738M8 12.0077a4 4 0 1 1 4.008 3.9921A3.9996 3.9996 0 0 1 8 12.0077",
	6	+"tiktok": "M12.525.02c1.31-.02 2.61-.01 3.91-.02.08 1.53.63 3.09 1.75 4.17 1.12 1.11 2.7 1.62 4.24 1.79v4.03c-1.44-.05-2.89-.35-4.2-.97-.57-.26-1.1-.59-1.62-.93-.01 2.92.01 5.84-.02 8.75-.08 1.4-.54 2.79-1.35 3.94-1.31 1.92-3.58 3.17-5.91 3.21-1.43.08-2.86-.31-4.08-1.03-2.02-1.19-3.44-3.37-3.65-5.71-.02-.5-.03-1-.01-1.49.18-1.9 1.12-3.72 2.58-4.96 1.66-1.44 3.98-2.13 6.15-1.72.02 1.48-.04 2.96-.04 4.44-.99-.32-2.15-.23-3.02.37-.63.41-1.11 1.04-1.36 1.75-.21.51-.15 1.07-.14 1.61.24 1.64 1.82 3.02 3.5 2.87 1.12-.01 2.19-.66 2.77-1.61.19-.33.4-.67.41-1.06.1-1.79.06-3.57.07-5.36.01-4.03-.01-8.05.02-12.07z",
	7	+"youtube": "M23.498 6.186a3.016 3.016 0 0 0-2.122-2.136C19.505 3.545 12 3.545 12 3.545s-7.505 0-9.377.505A3.017 3.017 0 0 0 .502 6.186C0 8.07 0 12 0 12s0 3.93.502 5.814a3.016 3.016 0 0 0 2.122 2.136c1.871.505 9.376.505 9.376.505s7.505 0 9.377-.505a3.015 3.015 0 0 0 2.122-2.136C24 15.93 24 12 24 12s0-3.93-.502-5.814zM9.545 15.568V8.432L15.818 12l-6.273 3.568z",
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	9	+"kick": "M1.333 0h8v5.333H12V2.667h2.667V0h8v8H20v2.667h-2.667v2.666H20V16h2.667v8h-8v-2.667H12v-2.666H9.333V24h-8Z",
	10	+"x": "M18.901 1.153h3.68l-8.04 9.19L24 22.846h-7.406l-5.8-7.584-6.638 7.584H.474l8.6-9.83L0 1.154h7.594l5.243 6.932ZM17.61 20.644h2.039L6.486 3.24H4.298Z",
	11	+"facebook": "M9.101 23.691v-7.98H6.627v-3.667h2.474v-1.58c0-4.085 1.848-5.978 5.858-5.978.401 0 .955.042 1.468.103a8.68 8.68 0 0 1 1.141.195v3.325a8.623 8.623 0 0 0-.653-.036 26.805 26.805 0 0 0-.733-.009c-.707 0-1.259.096-1.675.309a1.686 1.686 0 0 0-.679.622c-.258.42-.374.995-.374 1.752v1.297h3.919l-.386 2.103-.287 1.564h-3.246v8.245C19.396 23.238 24 18.179 24 12.044c0-6.627-5.373-12-12-12s-12 5.373-12 12c0 5.628 3.874 10.35 9.101 11.647Z",
	12	+"snapchat": "M12.206.793c.99 0 4.347.276 5.93 3.821.529 1.193.403 3.219.299 4.847l-.003.06c-.012.18-.022.345-.03.51.075.045.203.09.401.09.3-.016.659-.12 1.033-.301.165-.088.344-.104.464-.104.182 0 .359.029.509.09.45.149.734.479.734.838.015.449-.39.839-1.213 1.168-.089.029-.209.075-.344.119-.45.135-1.139.36-1.333.81-.09.224-.061.524.12.868l.015.015c.06.136 1.526 3.475 4.791 4.014.255.044.435.27.42.509 0 .075-.015.149-.045.225-.24.569-1.273.988-3.146 1.271-.059.091-.12.375-.164.57-.029.179-.074.36-.134.553-.076.271-.27.405-.555.405h-.03c-.135 0-.313-.031-.538-.074-.36-.075-.765-.135-1.273-.135-.3 0-.599.015-.913.074-.6.104-1.123.464-1.723.884-.853.599-1.826 1.288-3.294 1.288-.06 0-.119-.015-.18-.015h-.149c-1.468 0-2.427-.675-3.279-1.288-.599-.42-1.107-.779-1.707-.884-.314-.045-.629-.074-.928-.074-.54 0-.958.089-1.272.149-.211.043-.391.074-.54.074-.374 0-.523-.224-.583-.42-.061-.192-.09-.389-.135-.567-.046-.181-.105-.494-.166-.57-1.918-.222-2.95-.642-3.189-1.226-.031-.063-.052-.15-.055-.225-.015-.243.165-.465.42-.509 3.264-.54 4.73-3.879 4.791-4.02l.016-.029c.18-.345.224-.645.119-.869-.195-.434-.884-.658-1.332-.809-.121-.029-.24-.074-.346-.119-1.107-.435-1.257-.93-1.197-1.273.09-.479.674-.793 1.168-.793.146 0 .27.029.383.074.42.194.789.3 1.104.3.234 0 .384-.06.465-.105l-.046-.569c-.098-1.626-.225-3.651.307-4.837C7.392 1.077 10.739.807 11.727.807l.419-.015h.06z",
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	16	+"threads": "M12.186 24h-.007c-3.581-.024-6.334-1.205-8.184-3.509C2.35 18.44 1.5 15.586 1.472 12.01v-.017c.03-3.579.879-6.43 2.525-8.482C5.845 1.205 8.6.024 12.18 0h.014c2.746.02 5.043.725 6.826 2.098 1.677 1.29 2.858 3.13 3.509 5.467l-2.04.569c-1.104-3.96-3.898-5.984-8.304-6.015-2.91.022-5.11.936-6.54 2.717C4.307 6.504 3.616 8.914 3.589 12c.027 3.086.718 5.496 2.057 7.164 1.43 1.783 3.631 2.698 6.54 2.717 2.623-.02 4.358-.631 5.8-2.045 1.647-1.613 1.618-3.593 1.09-4.798-.31-.71-.873-1.3-1.634-1.75-.192 1.352-.622 2.446-1.284 3.272-.886 1.102-2.14 1.704-3.73 1.79-1.202.065-2.361-.218-3.259-.801-1.063-.689-1.685-1.74-1.752-2.964-.065-1.19.408-2.285 1.33-3.082.88-.76 2.119-1.207 3.583-1.291a13.853 13.853 0 0 1 3.02.142c-.126-.742-.375-1.332-.75-1.757-.513-.586-1.308-.883-2.359-.89h-.029c-.844 0-1.992.232-2.721 1.32L7.734 7.847c.98-1.454 2.568-2.256 4.478-2.256h.044c3.194.02 5.097 1.975 5.287 5.388.108.046.216.094.321.142 1.49.7 2.58 1.761 3.154 3.07.797 1.82.871 4.79-1.548 7.158-1.85 1.81-4.094 2.628-7.277 2.65Zm1.003-11.69c-.242 0-.487.007-.739.021-1.836.103-2.98.946-2.916 2.143.067 1.256 1.452 1.839 2.784 1.767 1.224-.065 2.818-.543 3.086-3.71a10.5 10.5 0 0 0-2.215-.221z",
	17	+"podcast": "M5.34 0A5.328 5.328 0 000 5.34v13.32A5.328 5.328 0 005.34 24h13.32A5.328 5.328 0 0024 18.66V5.34A5.328 5.328 0 0018.66 0zm6.525 2.568c2.336 0 4.448.902 6.056 2.587 1.224 1.272 1.912 2.619 2.264 4.392.12.59.12 2.2.007 2.864a8.506 8.506 0 01-3.24 5.296c-.608.46-2.096 1.261-2.336 1.261-.088 0-.096-.091-.056-.46.072-.592.144-.715.48-.856.536-.224 1.448-.874 2.008-1.435a7.644 7.644 0 002.008-3.536c.208-.824.184-2.656-.048-3.504-.728-2.696-2.928-4.792-5.624-5.352-.784-.16-2.208-.16-3 0-2.728.56-4.984 2.76-5.672 5.528-.184.752-.184 2.584 0 3.336.456 1.832 1.64 3.512 3.192 4.512.304.2.672.408.824.472.336.144.408.264.472.856.04.36.03.464-.056.464-.056 0-.464-.176-.896-.384l-.04-.03c-2.472-1.216-4.056-3.274-4.632-6.012-.144-.706-.168-2.392-.03-3.04.36-1.74 1.048-3.1 2.192-4.304 1.648-1.737 3.768-2.656 6.128-2.656zm.134 2.81c.409.004.803.04 1.106.106 2.784.62 4.76 3.408 4.376 6.174-.152 1.114-.536 2.03-1.216 2.88-.336.43-1.152 1.15-1.296 1.15-.023 0-.048-.272-.048-.603v-.605l.416-.496c1.568-1.878 1.456-4.502-.256-6.224-.664-.67-1.432-1.064-2.424-1.246-.64-.118-.776-.118-1.448-.008-1.02.167-1.81.562-2.512 1.256-1.72 1.704-1.832 4.342-.264 6.222l.413.496v.608c0 .336-.027.608-.06.608-.03 0-.264-.16-.512-.36l-.034-.011c-.832-.664-1.568-1.842-1.872-2.997-.184-.698-.184-2.024.008-2.72.504-1.878 1.888-3.335 3.808-4.019.41-.145 1.133-.22 1.814-.211zm-.13 2.99c.31 0 .62.06.844.178.488.253.888.745 1.04 1.259.464 1.578-1.208 2.96-2.72 2.254h-.015c-.712-.331-1.096-.956-1.104-1.77 0-.733.408-1.371 1.112-1.745.224-.117.534-.176.844-.176zm-.011 4.728c.988-.004 1.706.349 1.97.97.198.464.124 1.932-.218 4.302-.232 1.656-.36 2.074-.68 2.356-.44.39-1.064.498-1.656.288h-.003c-.716-.257-.87-.605-1.164-2.644-.341-2.37-.416-3.838-.218-4.302.262-.616.974-.966 1.97-.97z",
	18	+"linktree": "m13.73635 5.85251 4.00467-4.11665 2.3248 2.3808-4.20064 4.00466h5.9085v3.30473h-5.9365l4.22865 4.10766-2.3248 2.3338L12.0005 12.099l-5.74052 5.76852-2.3248-2.3248 4.22864-4.10766h-5.9375V8.12132h5.9085L3.93417 4.11666l2.3248-2.3808 4.00468 4.11665V0h3.4727zm-3.4727 10.30614h3.4727V24h-3.4727z",
	19	+"linkedin": "M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433a2.062 2.062 0 01-2.063-2.065 2.064 2.064 0 112.063 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.225 0z",
	20	+"site-web": "M12 0C5.373 0 0 5.373 0 12s5.373 12 12 12 12-5.373 12-12S18.627 0 12 0zm7.938 9h-3.243a15.6 15.6 0 00-1.4-4.653A8.03 8.03 0 0119.938 9zM12 2.05c.9 1.2 1.9 3.2 2.5 6.95h-5C10.1 5.25 11.1 3.25 12 2.05zM4.062 15A8.06 8.06 0 013.75 12c0-1.05.15-2.05.312-3h3.55A25 25 0 007.5 12c0 1.05.05 2.05.113 3zm.643 2h3.243c.35 1.8.85 3.35 1.4 4.653A8.03 8.03 0 014.705 17zm3.243-10H4.705a8.03 8.03 0 014.643-4.653A15.6 15.6 0 007.948 7zM12 21.95c-.9-1.2-1.9-3.2-2.5-6.95h5c-.6 3.75-1.6 5.75-2.5 6.95zM14.787 13H9.213A23 23 0 019.1 12c0-1.05.037-2.05.113-3h5.574c.076.95.113 1.95.113 3s-.037 2.05-.113 3zm.508 8.653c.55-1.303 1.05-2.853 1.4-4.653h3.243a8.03 8.03 0 01-4.643 4.653zM16.388 15c.062-.95.112-1.95.112-3s-.05-2.05-.112-3h3.55c.162.95.312 1.95.312 3s-.15 2.05-.312 3z",
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	22	+}
		\ No newline at end of file

added frontend/src/index.template.html +695 −0

		`@@ -0,0 +1,695 @@`
	1	+<!--
	2	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+ File: frontend/src/index.template.html
	4	+ Desc: Gabarit du frontend Créa-Ka — __ICONS__ est remplacé par les tracés
	5	+ SVG des marques (simple-icons, CC0) via scripts/build_frontend.py.
	6	+ Système de design « éditorial sharp » du Groupe KA (identité partagée
	7	+ avec groupe-ka.com, Vrai-Prix, ValoPlex : papier grainé #f5f3ee, encre
	8	+ #141814, bordures encre + ombres décalées dures, Space Grotesk / Inter
	9	+ / JetBrains Mono) — accent propre Créa-Ka : VIOLET ÉLECTRIQUE.
	10	+ Patrons mobiles calqués sur Lou-Ka (tab bar 4 onglets, filtres
	11	+ défilants, anti-zoom iOS). Routes : / · /createur/{id} · /stats · /retrait
	12	+-->
	13	+<!DOCTYPE html>
	14	+<html lang="fr">
	15	+<head>
	16	+<meta charset="utf-8">
	17	+<meta name="viewport" content="width=device-width, initial-scale=1, viewport-fit=cover">
	18	+<title>Créa-Ka — Tous les créateurs québécois. Tous leurs liens.</title>
	19	+<meta name="description" content="Annuaire public des créateurs de contenu et influenceurs québécois : tous leurs comptes (Instagram, TikTok, YouTube, Twitch…) regroupés, cherchables par niche, région, langue et taille d'audience.">
	20	+<meta name="theme-color" content="#141814">
	21	+<link rel="preconnect" href="https://fonts.googleapis.com">
	22	+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
	23	+<link rel="preconnect" href="https://unavatar.io">
	24	+<link href="https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@500;600;700&family=Inter:wght@400;500;600;700&family=JetBrains+Mono:wght@500;700&display=swap" rel="stylesheet">
	25	+<link rel="icon" href="data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 64 64'%3E%3Crect width='64' height='64' rx='10' fill='%23141814'/%3E%3Ccircle cx='32' cy='23' r='9' fill='%23c9a3ff'/%3E%3Cpath d='M14 52c3-10 9-15 18-15s15 5 18 15' stroke='%23c9a3ff' stroke-width='6' fill='none' stroke-linecap='round'/%3E%3C/svg%3E">
	26	+<style>
	27	+/* système « éditorial sharp » Groupe KA — accent Créa-Ka : violet électrique.
	28	+ Convention du groupe : les NOMS de variables (--green/--lime) sont partagés
	29	+ entre les apps, seules les VALEURS changent. */
	30	+:root{
	31	+ --paper:#f5f3ee; --surface:#fff; --surface-2:#faf9f5;
	32	+ --ink:#141814; --ink-2:#4d5551; --ink-3:#8b928c;
	33	+ --line:rgba(20,24,20,.14); --line-strong:rgba(20,24,20,.85);
	34	+ --green:#5b34a8; /* violet profond (primaire) */
	35	+ --green-deep:#3d2178;
	36	+ --lime:#c9a3ff; /* violet électrique (accent) */
	37	+ --lime-soft:#efe6ff;
	38	+ --amber:#e8a33d; --amber-soft:#fdf3e2;
	39	+ --danger:#b3423a;
	40	+ --r-card:10px; --r-ctl:6px; --r-pill:999px;
	41	+ --shadow-flat:0 1px 2px rgba(20,24,20,.05);
	42	+ --shadow-off:6px 6px 0 var(--ink);
	43	+ --shadow-off-soft:8px 8px 0 rgba(20,24,20,.08);
	44	+ --font-display:"Space Grotesk",system-ui,sans-serif;
	45	+ --font-body:"Inter",system-ui,sans-serif;
	46	+ --font-mono:"JetBrains Mono",ui-monospace,monospace;
	47	+}
	48	+*{box-sizing:border-box}
	49	+html{scroll-behavior:smooth}
	50	+body{margin:0;background:var(--paper);color:var(--ink);font-family:var(--font-body);
	51	+ font-size:15px;line-height:1.55;-webkit-font-smoothing:antialiased;
	52	+ padding-bottom:env(safe-area-inset-bottom)}
	53	+/* grain de film pleine page (signature du groupe) — aucun z-index sur body>* */
	54	+body::before{content:"";position:fixed;inset:0;pointer-events:none;opacity:.35;z-index:9999;
	55	+ background-image:url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='120' height='120'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='0.9' numOctaves='2' stitchTiles='stitch'/%3E%3CfeColorMatrix type='saturate' values='0'/%3E%3CfeComponentTransfer%3E%3CfeFuncA type='linear' slope='0.06'/%3E%3C/feComponentTransfer%3E%3C/filter%3E%3Crect width='120' height='120' filter='url(%23n)'/%3E%3C/svg%3E")}
	56	+body>*{position:relative}
	57	+h1,h2,h3,h4{font-family:var(--font-display);letter-spacing:-.03em;margin:0}
	58	+a{color:inherit;text-decoration:none} button{font-family:inherit;cursor:pointer} img{display:block}
	59	+::selection{background:var(--lime);color:var(--ink)}
	60	+:focus-visible{outline:2px solid var(--green);outline-offset:2px}
	61	+.icn{width:1em;height:1em;display:block;fill:currentColor}
	62	+.container{max-width:1240px;margin:0 auto;padding:0 24px}
	63	+@media(max-width:640px){.container{padding:0 16px}}
	64	+.kicker{display:inline-flex;align-items:center;gap:10px;font-family:var(--font-mono);
	65	+ font-size:11.5px;font-weight:500;text-transform:uppercase;letter-spacing:.12em;color:var(--green)}
	66	+.kicker::before{content:"";width:22px;height:2px;background:var(--green)}
	67	+.klabel{font-family:var(--font-mono);font-size:10px;font-weight:700;
	68	+ text-transform:uppercase;letter-spacing:.1em;color:var(--ink-3)}
	69	+.hl{display:inline-block;background:var(--lime);border-radius:8px;padding:0 10px 2px;transform:rotate(-1deg)}
	70	+.outline-txt{color:transparent;-webkit-text-stroke:2px var(--ink)}
	71	+
	72	+/* ---------- cartes & boutons (langage du groupe) ---------- */
	73	+.gk-card{background:var(--surface);border:1.5px solid var(--ink);
	74	+ border-radius:var(--r-card);box-shadow:var(--shadow-off-soft)}
	75	+.gk-hover{transition:transform .18s ease,box-shadow .18s ease}
	76	+.gk-hover:hover{transform:translate(-3px,-3px);box-shadow:var(--shadow-off)}
	77	+.btn{display:inline-flex;align-items:center;justify-content:center;gap:8px;min-height:44px;
	78	+ padding:10px 20px;border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	79	+ font-family:var(--font-display);font-size:14px;font-weight:700;cursor:pointer;
	80	+ transition:background .15s ease,transform .1s ease,box-shadow .1s ease}
	81	+.btn:active{transform:translate(2px,2px);box-shadow:none!important}
	82	+.btn-primary{background:var(--ink);color:var(--lime);box-shadow:4px 4px 0 rgba(20,24,20,.25)}
	83	+.btn-primary:hover{background:var(--green-deep)}
	84	+.btn-ghost{background:transparent;color:var(--ink)}
	85	+.btn-ghost:hover{background:var(--lime)}
	86	+
	87	+/* ===== header ===== */
	88	+.header{position:sticky;top:0;z-index:50;background:rgba(245,243,238,.9);
	89	+ backdrop-filter:blur(14px);-webkit-backdrop-filter:blur(14px);border-bottom:1.5px solid var(--ink)}
	90	+.header-inner{display:flex;align-items:center;gap:16px;height:64px}
	91	+.brand{font-family:var(--font-display);font-weight:700;font-size:23px;letter-spacing:-.03em;
	92	+ display:flex;align-items:center;line-height:1;color:var(--ink)}
	93	+.brand svg{margin-right:11px;flex:none}
	94	+.brand .ka{background:var(--lime);border-radius:6px;padding:0 6px 1px;margin-left:2px;transform:rotate(-1deg)}
	95	+.brand-tag{font-family:var(--font-mono);font-size:10px;font-weight:500;color:var(--ink-3);
	96	+ line-height:1.5;text-transform:uppercase;letter-spacing:.08em}
	97	+@media(max-width:900px){.brand-tag{display:none}}
	98	+.header-spacer{flex:1}
	99	+.hbtn{border:1.5px solid var(--ink);background:var(--surface);color:var(--ink);
	100	+ border-radius:var(--r-ctl);padding:8px 16px;font-family:var(--font-display);
	101	+ font-size:13px;font-weight:700;transition:.15s;display:inline-flex;align-items:center;
	102	+ gap:8px;white-space:nowrap;box-shadow:3px 3px 0 rgba(20,24,20,.12)}
	103	+.hbtn:hover{background:var(--lime)}
	104	+.hbtn:active{transform:translate(2px,2px);box-shadow:none}
	105	+.hbtn.primary{background:var(--ink);color:var(--lime)}
	106	+.hbtn.primary:hover{background:var(--green-deep)}
	107	+@media(max-width:760px){.header .hbtn{display:none}}
	108	+
	109	+/* ===== héros ===== */
	110	+.hero{padding:54px 0 26px}
	111	+@media(max-width:640px){.hero{padding:30px 0 12px}}
	112	+.hero h1{font-size:clamp(30px,5.4vw,54px);font-weight:700;max-width:820px;line-height:1.06;
	113	+ text-transform:uppercase}
	114	+.hero p.lead{color:var(--ink-2);font-size:clamp(14.5px,2vw,16.5px);max-width:640px;margin:18px 0 0}
	115	+.stats-row{display:flex;gap:10px;flex-wrap:wrap;margin-top:24px}
	116	+.stat-pill{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	117	+ padding:8px 16px;font-family:var(--font-mono);font-size:11px;font-weight:700;
	118	+ text-transform:uppercase;letter-spacing:.06em;color:var(--ink-2);
	119	+ display:inline-flex;gap:8px;align-items:center;box-shadow:3px 3px 0 rgba(20,24,20,.1)}
	120	+.stat-pill b{font-family:var(--font-display);color:var(--ink);font-size:16px;letter-spacing:0}
	121	+.advantages{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;margin:32px 0 8px}
	122	+@media(max-width:900px){.advantages{grid-template-columns:repeat(2,1fr);gap:10px}}
	123	+.adv{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	124	+ padding:16px;box-shadow:var(--shadow-off-soft)}
	125	+.adv .ico{width:36px;height:36px;border-radius:8px;border:1.5px solid var(--ink);
	126	+ background:var(--lime);color:var(--ink);display:flex;align-items:center;
	127	+ justify-content:center;margin-bottom:10px;font-size:15px}
	128	+.adv:nth-child(2n) .ico{background:var(--amber-soft)}
	129	+.adv h3{font-size:14px;margin-bottom:3px}
	130	+.adv p{margin:0;font-size:12px;color:var(--ink-3);line-height:1.45}
	131	+
	132	+/* ===== recherche + filtres ===== */
	133	+.searchbar{position:sticky;top:64px;z-index:40;background:rgba(245,243,238,.94);
	134	+ backdrop-filter:blur(12px);-webkit-backdrop-filter:blur(12px);
	135	+ padding:12px 0;border-bottom:1.5px solid var(--ink)}
	136	+.search-wrap{display:flex;gap:10px;align-items:center}
	137	+.search-input{flex:1 1 auto;display:flex;align-items:center;gap:10px;background:var(--surface);
	138	+ border:1.5px solid var(--ink);border-radius:var(--r-ctl);padding:10px 15px;
	139	+ transition:.15s;min-width:0;box-shadow:3px 3px 0 rgba(20,24,20,.08)}
	140	+.search-input:focus-within{box-shadow:3px 3px 0 rgba(91,52,168,.3)}
	141	+.search-input input{border:0;background:none;outline:none;font:inherit;flex:1;color:var(--ink);min-width:0}
	142	+.search-input svg{flex:none;color:var(--ink-3)}
	143	+.filters{display:flex;gap:8px;flex-wrap:wrap}
	144	+select.f{appearance:none;-webkit-appearance:none;border:1.5px solid var(--ink);
	145	+ background:var(--surface) url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='10' height='6'%3E%3Cpath d='M1 1l4 4 4-4' stroke='%23141814' stroke-width='1.8' fill='none' stroke-linecap='round'/%3E%3C/svg%3E") no-repeat right 12px center;
	146	+ border-radius:var(--r-ctl);padding:9px 30px 9px 14px;font-family:var(--font-display);
	147	+ font-size:13px;font-weight:700;color:var(--ink-2);max-width:170px;
	148	+ box-shadow:3px 3px 0 rgba(20,24,20,.08)}
	149	+select.f:focus{outline:2px solid var(--green);outline-offset:1px}
	150	+select.f.active{background-color:var(--lime);color:var(--ink)}
	151	+@media(max-width:760px){
	152	+ .search-wrap{flex-wrap:wrap}
	153	+ .search-input{flex-basis:100%}
	154	+ .search-input input{font-size:16px}
	155	+ .filters{flex-wrap:nowrap;overflow-x:auto;-webkit-overflow-scrolling:touch;
	156	+ margin:0 -16px;padding:4px 16px 6px;scrollbar-width:none;width:calc(100% + 32px)}
	157	+ .filters::-webkit-scrollbar{display:none}
	158	+ select.f{flex:none;font-size:16px;padding:8px 30px 8px 13px}
	159	+}
	160	+
	161	+/* ===== grille créateurs ===== */
	162	+.grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(250px,1fr));gap:18px;padding:24px 0 10px}
	163	+@media(max-width:640px){.grid{grid-template-columns:repeat(2,1fr);gap:12px}}
	164	+@media(max-width:420px){.grid{grid-template-columns:1fr;gap:14px}}
	165	+.card{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	166	+ overflow:hidden;box-shadow:var(--shadow-off-soft);transition:transform .18s ease,box-shadow .18s ease;
	167	+ display:flex;flex-direction:column}
	168	+.card:hover{transform:translate(-3px,-3px);box-shadow:var(--shadow-off)}
	169	+.card-photo{position:relative;aspect-ratio:1/1;background:
	170	+ repeating-linear-gradient(-45deg,var(--green-deep) 0 14px,#33195f 14px 28px);
	171	+ display:flex;align-items:center;justify-content:center;overflow:hidden;
	172	+ border-bottom:1.5px solid var(--ink)}
	173	+.card-photo .init{color:var(--lime);font-family:var(--font-display);font-weight:700;
	174	+ font-size:46px;letter-spacing:.02em}
	175	+.card-photo img{position:absolute;inset:0;width:100%;height:100%;object-fit:cover}
	176	+.card-photo .tier{position:absolute;top:10px;left:10px;z-index:2}
	177	+.card-photo .nplat{position:absolute;top:10px;right:10px;z-index:2;background:var(--ink);
	178	+ color:var(--lime);border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	179	+ padding:2px 8px;font-family:var(--font-mono);font-size:9.5px;font-weight:700;
	180	+ text-transform:uppercase;letter-spacing:.05em}
	181	+.tier{display:inline-flex;padding:2px 9px;border:1.5px solid var(--ink);
	182	+ border-radius:var(--r-ctl);font-family:var(--font-mono);font-size:9.5px;
	183	+ font-weight:700;text-transform:uppercase;letter-spacing:.06em;background:var(--surface);color:var(--ink)}
	184	+.tier.mega{background:var(--lime)}
	185	+.tier.macro{background:var(--amber-soft)}
	186	+.card-body{padding:14px 15px 15px;display:flex;flex-direction:column;gap:9px;flex:1}
	187	+.card-name{font-family:var(--font-display);font-size:16px;font-weight:700;
	188	+ letter-spacing:-.01em;line-height:1.25;display:flex;align-items:center;gap:6px}
	189	+.vbadge{color:var(--green);flex:none;width:15px;height:15px}
	190	+.card-sub{font-family:var(--font-mono);font-size:10px;color:var(--ink-3);
	191	+ text-transform:uppercase;letter-spacing:.05em;display:flex;gap:6px;align-items:center;flex-wrap:wrap;margin-top:-4px}
	192	+.chips{display:flex;gap:6px;flex-wrap:wrap}
	193	+.chip{background:var(--surface-2);border:1px solid var(--line);border-radius:var(--r-ctl);
	194	+ padding:2px 10px;font-size:11px;font-weight:600;color:var(--ink-2);white-space:nowrap}
	195	+.reach{font-size:12px;color:var(--ink-2)}
	196	+.reach b{font-family:var(--font-display);color:var(--ink);font-size:15.5px;font-weight:700}
	197	+.platrow{display:flex;gap:6px;flex-wrap:wrap;margin-top:auto;padding-top:2px}
	198	+.plat{width:32px;height:32px;border-radius:8px;border:1.5px solid var(--ink);
	199	+ display:flex;align-items:center;justify-content:center;color:#fff;transition:.15s;
	200	+ box-shadow:2px 2px 0 rgba(20,24,20,.25)}
	201	+.plat svg{width:15px;height:15px;fill:currentColor}
	202	+.plat:hover{transform:translate(-1px,-1px);box-shadow:3px 3px 0 var(--ink)}
	203	+.more-wrap{display:flex;justify-content:center;padding:16px 0 44px}
	204	+.empty{padding:60px 0;text-align:center;color:var(--ink-3);grid-column:1/-1}
	205	+.count-line{font-family:var(--font-mono);font-size:11px;text-transform:uppercase;
	206	+ letter-spacing:.08em;color:var(--ink-3);padding-top:18px}
	207	+.count-line b{color:var(--ink)}
	208	+
	209	+/* ===== page créateur ===== */
	210	+.cpage{padding:30px 0 60px}
	211	+@media(max-width:640px){.cpage{padding:20px 0 40px}}
	212	+.backlink{display:inline-flex;align-items:center;gap:8px;font-family:var(--font-mono);
	213	+ font-size:11px;font-weight:700;text-transform:uppercase;letter-spacing:.08em;
	214	+ color:var(--green);margin-bottom:20px}
	215	+.cpage-head{display:flex;gap:26px;align-items:center;background:var(--ink);
	216	+ border:1.5px solid var(--ink);border-radius:var(--r-card);padding:32px;
	217	+ color:var(--paper);box-shadow:var(--shadow-off);flex-wrap:wrap}
	218	+@media(max-width:640px){.cpage-head{padding:22px 18px;gap:16px}}
	219	+.cavatar{width:104px;height:104px;border-radius:var(--r-card);
	220	+ background:repeating-linear-gradient(-45deg,var(--green-deep) 0 14px,#33195f 14px 28px);
	221	+ color:var(--lime);flex:none;display:flex;align-items:center;justify-content:center;
	222	+ font-family:var(--font-display);font-weight:700;font-size:36px;overflow:hidden;
	223	+ position:relative;border:2px solid var(--lime)}
	224	+@media(max-width:640px){.cavatar{width:76px;height:76px;font-size:26px}}
	225	+.cavatar img{position:absolute;inset:0;width:100%;height:100%;object-fit:cover}
	226	+.cpage-head h1{font-size:clamp(24px,4vw,40px);font-weight:700;color:var(--paper);
	227	+ line-height:1.1;display:flex;align-items:center;gap:10px;flex-wrap:wrap;text-transform:uppercase}
	228	+.cpage-head h1 .vbadge{width:22px;height:22px;color:var(--lime)}
	229	+.cpage-head .meta{display:flex;gap:7px;flex-wrap:wrap;margin-top:12px}
	230	+.mchip{background:rgba(245,243,238,.12);border:1px solid rgba(245,243,238,.3);
	231	+ border-radius:var(--r-ctl);padding:3px 11px;font-family:var(--font-mono);
	232	+ font-size:10px;font-weight:700;text-transform:uppercase;letter-spacing:.05em;color:var(--paper)}
	233	+.mchip.o{background:var(--lime);border-color:var(--lime);color:var(--ink)}
	234	+.cpage-reach{margin-left:auto;text-align:right}
	235	+.cpage-reach b{display:block;font-family:var(--font-display);
	236	+ font-size:clamp(28px,3.6vw,40px);font-weight:700;color:var(--lime);letter-spacing:-.02em}
	237	+.cpage-reach span{font-family:var(--font-mono);font-size:10px;color:rgba(245,243,238,.6);
	238	+ text-transform:uppercase;letter-spacing:.08em;font-weight:700}
	239	+@media(max-width:760px){.cpage-reach{margin-left:0;text-align:left;flex-basis:100%}}
	240	+.cpage-bio{margin:24px 0 0;max-width:820px;color:var(--ink-2);font-size:15px}
	241	+.cpage-notes{margin:14px 0 0;max-width:820px;color:var(--ink-2);font-size:12.5px;
	242	+ background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	243	+ padding:13px 17px;box-shadow:var(--shadow-off-soft)}
	244	+.sect-title{font-size:19px;margin:36px 0 15px;display:flex;align-items:center;gap:10px;text-transform:uppercase}
	245	+.acc-grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(290px,1fr));gap:14px}
	246	+@media(max-width:640px){.acc-grid{grid-template-columns:1fr}}
	247	+.acc{display:flex;align-items:center;gap:13px;background:var(--surface);
	248	+ border:1.5px solid var(--ink);border-radius:var(--r-card);padding:14px 16px;
	249	+ box-shadow:var(--shadow-off-soft);transition:transform .16s ease,box-shadow .16s ease;min-width:0}
	250	+.acc:hover{transform:translate(-2px,-2px);box-shadow:var(--shadow-off)}
	251	+.acc .plat{width:44px;height:44px;border-radius:9px;flex:none}
	252	+.acc .plat svg{width:20px;height:20px}
	253	+.acc-mid{min-width:0;flex:1;display:flex;flex-direction:column;gap:2px;overflow:hidden}
	254	+.acc-name{font-family:var(--font-display);font-weight:700;font-size:14px;display:flex;align-items:center;gap:6px}
	255	+.acc-handle{font-size:12px;color:var(--ink-3);overflow:hidden;text-overflow:ellipsis;
	256	+ white-space:nowrap;display:block;max-width:100%}
	257	+.acc-right{margin-left:auto;text-align:right;flex:none;padding-left:8px}
	258	+.acc-right b{display:block;font-family:var(--font-display);font-size:16.5px;color:var(--ink);font-weight:700}
	259	+.acc-right span{font-family:var(--font-mono);font-size:9px;color:var(--ink-3);
	260	+ text-transform:uppercase;letter-spacing:.06em;font-weight:700}
	261	+.conf{display:inline-flex;padding:1px 7px;border-radius:var(--r-ctl);
	262	+ font-family:var(--font-mono);font-size:9px;font-weight:700;text-transform:uppercase;letter-spacing:.03em}
	263	+.conf.hi{background:var(--lime-soft);color:var(--green-deep)}
	264	+.conf.mid{background:var(--amber-soft);color:#8a5a12}
	265	+.linkinbio{display:inline-flex;align-items:center;gap:10px;margin-top:22px;
	266	+ background:var(--lime);color:var(--ink);border:1.5px solid var(--ink);
	267	+ border-radius:var(--r-ctl);padding:11px 20px;font-family:var(--font-display);
	268	+ font-weight:700;font-size:13.5px;transition:.15s;box-shadow:4px 4px 0 rgba(20,24,20,.25)}
	269	+.linkinbio:hover{background:var(--lime-soft)}
	270	+.linkinbio:active{transform:translate(2px,2px);box-shadow:none}
	271	+.linkinbio svg{width:16px;height:16px;fill:currentColor}
	272	+.cpage-foot{margin-top:38px;font-size:12px;color:var(--ink-3);
	273	+ border-top:1.5px solid var(--ink);padding-top:16px}
	274	+.cpage-foot a{color:var(--green);font-weight:600}
	275	+
	276	+/* ===== page stats ===== */
	277	+.stats-page{padding:40px 0 70px}
	278	+.tiles{display:grid;grid-template-columns:repeat(auto-fit,minmax(150px,1fr));gap:14px;margin:26px 0}
	279	+.tile{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	280	+ padding:18px 20px;box-shadow:var(--shadow-off-soft)}
	281	+.tile-v{font-family:var(--font-display);font-weight:700;font-size:clamp(23px,3vw,32px);
	282	+ letter-spacing:-.03em;line-height:1.05;color:var(--ink)}
	283	+.tile-k{font-family:var(--font-mono);font-size:9.5px;font-weight:700;text-transform:uppercase;
	284	+ letter-spacing:.1em;color:var(--ink-3);margin-top:7px}
	285	+.tile.hero-tile{background:var(--ink)}
	286	+.tile.hero-tile .tile-v{color:var(--lime)}
	287	+.tile.hero-tile .tile-k{color:rgba(245,243,238,.55)}
	288	+.viz-card{background:var(--surface);border:1.5px solid var(--ink);border-radius:var(--r-card);
	289	+ box-shadow:var(--shadow-off-soft);padding:24px 26px 18px;margin-bottom:22px}
	290	+.viz-card h2{font-size:18px;text-transform:uppercase}
	291	+.viz-sub{font-family:var(--font-mono);font-size:10px;font-weight:700;letter-spacing:.08em;
	292	+ text-transform:uppercase;color:var(--ink-3);margin:4px 0 18px}
	293	+.hrow{display:flex;align-items:center;gap:12px;margin-bottom:10px}
	294	+.hrow .plat{width:28px;height:28px;border-radius:7px;flex:none}
	295	+.hrow .plat svg{width:13px;height:13px}
	296	+.hrow-label{flex:0 0 130px;font-size:12.5px;font-weight:600;color:var(--ink-2);
	297	+ overflow:hidden;text-overflow:ellipsis;white-space:nowrap}
	298	+@media(max-width:640px){.hrow-label{flex-basis:96px;font-size:11.5px}}
	299	+.hbar{flex:1;height:12px;border:1.5px solid var(--ink);border-radius:4px;
	300	+ background:var(--surface-2);overflow:hidden}
	301	+.hbar i{display:block;height:100%;background:var(--lime);border-right:1.5px solid var(--ink)}
	302	+.hrow .n{flex:none;font-family:var(--font-display);font-size:12.5px;font-weight:700;
	303	+ color:var(--ink);min-width:44px;text-align:right}
	304	+
	305	+/* ===== retrait ===== */
	306	+.optout-page{max-width:620px;margin:0 auto;padding:44px 0 70px}
	307	+.optout-page h1{font-size:clamp(26px,4vw,32px);margin:12px 0;text-transform:uppercase}
	308	+.optout-page p{color:var(--ink-2)}
	309	+.field{margin-top:16px}
	310	+.field label{display:block;font-family:var(--font-mono);font-size:10px;font-weight:700;
	311	+ text-transform:uppercase;letter-spacing:.08em;margin-bottom:7px;color:var(--ink-2)}
	312	+.field input,.field textarea{width:100%;border:1.5px solid var(--ink);border-radius:var(--r-ctl);
	313	+ padding:11px 14px;font:inherit;background:var(--surface);color:var(--ink);
	314	+ box-shadow:3px 3px 0 rgba(20,24,20,.08);transition:box-shadow .15s ease}
	315	+.field input:focus,.field textarea:focus{outline:2px solid var(--green);outline-offset:1px;
	316	+ box-shadow:3px 3px 0 rgba(91,52,168,.25)}
	317	+@media(max-width:900px){.field input,.field textarea{font-size:16px}}
	318	+.optout-ok{background:var(--lime-soft);color:var(--green-deep);border:1.5px solid var(--ink);
	319	+ border-radius:var(--r-card);padding:16px 20px;font-weight:600;margin-top:20px;
	320	+ box-shadow:var(--shadow-off-soft)}
	321	+.optout-ok.warn{background:var(--amber-soft);color:#8a5a12}
	322	+
	323	+/* ===== footer + tab bar mobile (patron Lou-Ka) ===== */
	324	+.footer{border-top:1.5px solid var(--ink);margin-top:40px;padding:32px 0 44px;background:var(--ink);color:var(--paper)}
	325	+.footer-inner{display:flex;gap:26px;flex-wrap:wrap;align-items:flex-start;justify-content:space-between}
	326	+.footer .brand{font-size:19px;color:var(--paper)}
	327	+.footer .brand .ka{color:var(--ink)}
	328	+.footer p{font-size:12px;color:rgba(245,243,238,.55);max-width:460px;margin:10px 0 0}
	329	+.footer-links{display:flex;flex-direction:column;gap:9px;font-family:var(--font-mono);
	330	+ font-size:11px;font-weight:700;text-transform:uppercase;letter-spacing:.06em;
	331	+ color:rgba(245,243,238,.8)}
	332	+.footer-links a:hover{color:var(--lime)}
	333	+.fam-row{display:flex;gap:8px;flex-wrap:wrap;margin-top:14px}
	334	+.fam{border:1px solid rgba(245,243,238,.3);border-radius:var(--r-ctl);padding:3px 10px;
	335	+ font-family:var(--font-mono);font-size:10px;font-weight:700;color:rgba(245,243,238,.7)}
	336	+.fam:hover{background:var(--lime);color:var(--ink);border-color:var(--lime)}
	337	+.tabbar{display:none}
	338	+@media(max-width:760px){
	339	+ .tabbar{display:grid;grid-template-columns:repeat(4,1fr);
	340	+ position:fixed;left:0;right:0;bottom:0;z-index:85;
	341	+ background:rgba(245,243,238,.94);
	342	+ backdrop-filter:blur(16px);-webkit-backdrop-filter:blur(16px);
	343	+ border-top:1.5px solid var(--ink);
	344	+ padding:6px 4px calc(6px + env(safe-area-inset-bottom))}
	345	+ .tabbar a{display:flex;flex-direction:column;align-items:center;gap:3px;
	346	+ padding:5px 2px;min-height:48px;justify-content:center;
	347	+ font-family:var(--font-mono);font-size:9.5px;font-weight:700;
	348	+ text-transform:uppercase;letter-spacing:.04em;color:var(--ink-3);
	349	+ border-radius:var(--r-ctl);transition:color .12s ease}
	350	+ .tabbar a.active{color:var(--green)}
	351	+ .tabbar a svg{display:block;width:20px;height:20px;fill:none;stroke:currentColor;
	352	+ stroke-width:1.8;stroke-linecap:round;stroke-linejoin:round}
	353	+ body{padding-bottom:calc(64px + env(safe-area-inset-bottom))}
	354	+ .footer{padding-bottom:calc(76px + env(safe-area-inset-bottom))}
	355	+}
	356	+.spin{width:26px;height:26px;border:3px solid var(--line);border-top-color:var(--green);
	357	+ border-radius:50%;margin:50px auto;animation:sp .8s linear infinite}
	358	+@keyframes sp{to{transform:rotate(360deg)}}
	359	+</style>
	360	+</head>
	361	+<body>
	362	+<div id="app"></div>
	363	+<script>
	364	+"use strict";
	365	+/* Créa-Ka SPA — routes : / · /createur/{id} · /stats · /retrait */
	366	+const ICONS=__ICONS__;
	367	+const $=s=>document.querySelector(s);
	368	+const app=$("#app");
	369	+const fmt=new Intl.NumberFormat("fr-CA",{notation:"compact",maximumFractionDigits:1});
	370	+const fmtFull=new Intl.NumberFormat("fr-CA");
	371	+const PLAT={
	372	+ instagram:{label:"Instagram",color:"#c13584",av:"instagram"},
	373	+ tiktok:{label:"TikTok",color:"#141814",av:"tiktok"},
	374	+ youtube:{label:"YouTube",color:"#e02424",av:"youtube"},
	375	+ twitch:{label:"Twitch",color:"#9146ff",av:"twitch"},
	376	+ kick:{label:"Kick",color:"#141814"},
	377	+ x:{label:"X (Twitter)",color:"#141814",av:"twitter"},
	378	+ facebook:{label:"Facebook",color:"#1877f2"},
	379	+ snapchat:{label:"Snapchat",color:"#d4a900"},
	380	+ substack:{label:"Substack",color:"#ff6719"},
	381	+ patreon:{label:"Patreon",color:"#f1465a"},
	382	+ onlyfans:{label:"OnlyFans",color:"#00aff0"},
	383	+ linkedin:{label:"LinkedIn",color:"#0a66c2"},
	384	+ threads:{label:"Threads",color:"#141814"},
	385	+ podcast:{label:"Balado",color:"#8940fa"},
	386	+ "site-web":{label:"Site web",color:"#5b34a8"},
	387	+ autre:{label:"Autre",color:"#8b928c"}};
	388	+const NICHE_LBL={"humour":"Humour","mode":"Mode","beaute":"Beauté","lifestyle":"Lifestyle",
	389	+ "famille-parentalite":"Famille","cuisine":"Cuisine","gaming":"Gaming","tech":"Tech",
	390	+ "sport-fitness":"Sport & fitness","plein-air":"Plein air","voyage":"Voyage","musique":"Musique",
	391	+ "arts":"Arts","danse":"Danse","education":"Éducation","finance-affaires":"Finance & affaires",
	392	+ "sante-mieux-etre":"Santé & mieux-être","bouffe-resto":"Bouffe & resto",
	393	+ "actualite-opinion":"Actualité & opinion","autre":"Autre"};
	394	+const TIER_LBL={nano:"Nano",micro:"Micro",macro:"Macro",mega:"Méga"};
	395	+const state={q:"",niche:"",region:"",langue:"",plateforme:"",tier:"",sort:"reach",
	396	+ offset:0,items:[],total:0,stats:null,tax:null};
	397	+
	398	+const esc=s=>String(s??"").replace(/[&<>"']/g,c=>({"&":"&","<":"<",">":">",'"':""","'":"'"}[c]));
	399	+const initials=n=>n.split(/\s+/).slice(0,2).map(w=>w[0]\|\|"").join("").toUpperCase();
	400	+async function api(p){const r=await fetch(p);if(!r.ok)throw new Error(r.status);return r.json()}
	401	+function icon(p,extra){return `<svg class="icn" viewBox="0 0 24 24" aria-hidden="true"${extra\|\|""}><path d="${ICONS[p]\|\|ICONS.autre}"/></svg>`}
	402	+const checkSvg=`<svg class="vbadge" viewBox="0 0 24 24" aria-label="vérifié"><path fill="currentColor" d="M12 0l2.8 2.5 3.7-.7.9 3.7 3.4 1.7-1.5 3.5 1.5 3.5-3.4 1.7-.9 3.7-3.7-.7L12 24l-2.8-2.5-3.7.7-.9-3.7-3.4-1.7 1.5-3.5-1.5-3.5 3.4-1.7.9-3.7 3.7.7z"/><path fill="#f5f3ee" d="M10.6 16.2l-3.3-3.3 1.4-1.4 1.9 1.9 4.7-4.7 1.4 1.4z"/></svg>`;
	403	+
	404	+/* cascade de photos : avatar capté à la source, puis unavatar par plateforme,
	405	+ repli final = initiales sur motif encre/violet (déjà en dessous) */
	406	+function avatarSources(c){
	407	+ const order=["instagram","tiktok","youtube","twitch","x"];
	408	+ const srcs=[];
	409	+ if(c.avatar_url)srcs.push(c.avatar_url);
	410	+ for(const p of order){
	411	+ const acc=(c.platforms\|\|[]).find(a=>a.platform===p&&PLAT[p]&&PLAT[p].av);
	412	+ if(acc)srcs.push(`https://unavatar.io/${PLAT[p].av}/${encodeURIComponent(acc.handle)}?fallback=false`);
	413	+ }
	414	+ return srcs;
	415	+}
	416	+window.nextSrc=el=>{
	417	+ const srcs=JSON.parse(el.dataset.srcs\|\|"[]");const i=+(el.dataset.i\|\|0)+1;
	418	+ if(i<srcs.length){el.dataset.i=i;el.src=srcs[i]}else el.remove();
	419	+};
	420	+function photoImg(c){
	421	+ const srcs=avatarSources(c);
	422	+ if(!srcs.length)return"";
	423	+ return `<img loading="lazy" alt="${esc(c.display_name)}" src="${srcs[0]}"
	424	+ data-srcs='${esc(JSON.stringify(srcs))}' data-i="0" onerror="nextSrc(this)">`;
	425	+}
	426	+const brandSvg=`<svg width="30" height="30" viewBox="0 0 64 64"><rect width="64" height="64" rx="10" fill="#141814"/><circle cx="32" cy="23" r="9" fill="#c9a3ff"/><path d="M14 52c3-10 9-15 18-15s15 5 18 15" stroke="#c9a3ff" stroke-width="6" fill="none" stroke-linecap="round"/></svg>`;
	427	+
	428	+function header(){
	429	+ return `<header class="header"><div class="container header-inner">
	430	+ <a href="/" data-nav class="brand">${brandSvg}Créa<span class="ka">Ka</span></a>
	431	+ <span class="brand-tag">Tous les créateurs québécois.<br>Tous leurs liens.</span>
	432	+ <span class="header-spacer"></span>
	433	+ <a class="hbtn" href="/stats" data-nav>Statistiques</a>
	434	+ <a class="hbtn" href="/retrait" data-nav>Retrait</a>
	435	+ <a class="hbtn primary" href="/#annuaire" data-nav>Explorer l'annuaire</a>
	436	+ </div></header>`;
	437	+}
	438	+function tabbar(active){
	439	+ const t=(href,label,svg,key)=>`<a href="${href}" data-nav class="${active===key?"active":""}">${svg}<span>${label}</span></a>`;
	440	+ return `<nav class="tabbar">
	441	+ ${t("/","Annuaire",`<svg viewBox="0 0 24 24"><path d="M3 10.5 12 3l9 7.5"/><path d="M5 9.5V21h14V9.5"/></svg>`,"home")}
	442	+ ${t("/#annuaire","Recherche",`<svg viewBox="0 0 24 24"><circle cx="11" cy="11" r="7"/><path d="M20 20l-3.5-3.5"/></svg>`,"search")}
	443	+ ${t("/stats","Stats",`<svg viewBox="0 0 24 24"><path d="M4 20V10M10 20V4M16 20v-7M22 20H2"/></svg>`,"stats")}
	444	+ ${t("/retrait","Retrait",`<svg viewBox="0 0 24 24"><circle cx="12" cy="12" r="9"/><path d="M8 12h8"/></svg>`,"optout")}
	445	+ </nav>`;
	446	+}
	447	+function footer(){
	448	+ return `<footer class="footer"><div class="container footer-inner">
	449	+ <div><span class="brand">${brandSvg}Créa<span class="ka" style="background:var(--lime)">Ka</span></span>
	450	+ <p>Annuaire public des créateurs de contenu québécois. Uniquement des profils publics
	451	+ et professionnels ; aucune donnée privée. Retrait simple et respecté (Loi 25).
	452	+ — Simon-Pierre Boucher</p>
	453	+ <div class="fam-row"><span class="klabel" style="color:rgba(245,243,238,.5);align-self:center">Groupe KA :</span>
	454	+ <a class="fam" href="https://www.groupe-ka.com" target="_blank" rel="noopener">KA ID</a>
	455	+ <a class="fam" href="https://www.lou-ka.com" target="_blank" rel="noopener">Lou-Ka</a>
	456	+ <a class="fam" href="https://www.immo-ka.com" target="_blank" rel="noopener">Immo-Ka</a>
	457	+ <a class="fam" href="https://www.auto-ka.com" target="_blank" rel="noopener">Auto-Ka</a>
	458	+ <a class="fam" href="https://www.food-ka.com" target="_blank" rel="noopener">Food-Ka</a>
	459	+ <a class="fam" href="https://www.fabri-ka.com" target="_blank" rel="noopener">Fabri-Ka</a></div></div>
	460	+ <div class="footer-links">
	461	+ <a href="/stats" data-nav>Statistiques</a>
	462	+ <a href="/retrait" data-nav>Demander un retrait</a>
	463	+ <a href="/api/stats" target="_blank" rel="noopener">API publique</a>
	464	+ </div>
	465	+ </div></footer>`;
	466	+}
	467	+
	468	+/* ---------- annuaire ---------- */
	469	+function platIcon(a){
	470	+ const p=PLAT[a.platform]\|\|PLAT.autre;
	471	+ return `<a class="plat" href="${esc(a.url)}" target="_blank" rel="noopener"
	472	+ title="${p.label} — @${esc(a.handle)}" style="background:${p.color}"
	473	+ onclick="event.stopPropagation()">${icon(a.platform)}</a>`;
	474	+}
	475	+function cardHtml(c){
	476	+ const plats=(c.platforms\|\|[]).slice(0,7).map(platIcon).join("");
	477	+ const niches=(c.niches\|\|[]).slice(0,2).map(n=>`<span class="chip">${NICHE_LBL[n]\|\|n}</span>`).join("");
	478	+ const verified=(c.platforms\|\|[]).some(a=>a.verified);
	479	+ const np=(c.platforms\|\|[]).length;
	480	+ return `<div class="card" data-href="/createur/${esc(c.id)}" role="link" tabindex="0" style="cursor:pointer">
	481	+ <div class="card-photo"><span class="init">${esc(initials(c.display_name))}</span>${photoImg(c)}
	482	+ <span class="tier ${esc(c.audience_tier)}">${TIER_LBL[c.audience_tier]\|\|c.audience_tier}</span>
	483	+ <span class="nplat">${np} plat.</span></div>
	484	+ <div class="card-body">
	485	+ <div class="card-name">${esc(c.display_name)}${verified?checkSvg:""}</div>
	486	+ <div class="card-sub">${c.region?`${esc(c.region)} · `:""}${(c.languages\|\|[]).map(l=>({fr:"FR",en:"EN",bilingue:"FR/EN"}[l]\|\|l)).join(", ")}</div>
	487	+ <div class="chips">${niches}</div>
	488	+ ${c.total_reach?`<div class="reach"><b>${fmt.format(c.total_reach)}</b> abonnés cumulés</div>`:""}
	489	+ <div class="platrow">${plats}</div></div></div>`;
	490	+}
	491	+function selectHtml(id,label,opts,val,lbls){
	492	+ const o=opts.map(v=>`<option value="${esc(v)}"${v===val?" selected":""}>${esc(lbls?(lbls[v]\|\|v):v)}</option>`).join("");
	493	+ return `<select class="f${val?" active":""}" id="${id}"><option value="">${label}</option>${o}</select>`;
	494	+}
	495	+async function renderHome(){
	496	+ document.title="Créa-Ka — Tous les créateurs québécois. Tous leurs liens.";
	497	+ if(!state.tax)state.tax=await api("/api/taxonomies");
	498	+ if(!state.stats)state.stats=await api("/api/stats").catch(()=>null);
	499	+ const s=state.stats\|\|{creators:0,accounts:0,by_platform:{}};
	500	+ app.innerHTML=header()+`
	501	+ <section class="hero"><div class="container">
	502	+ <span class="kicker">Annuaire des créateurs du Québec</span>
	503	+ <h1 style="margin-top:16px">Chaque créateur<br>québécois. <span class="outline-txt">Tous</span> ses <span class="hl">liens.</span></h1>
	504	+ <p class="lead">Un « Linktree collectif » du Québec : influenceurs, youtubeurs, streamers,
	505	+ podcasteurs — leurs comptes regroupés et découvrables par niche, région, langue et taille d'audience.</p>
	506	+ <div class="stats-row">
	507	+ <span class="stat-pill"><b>${fmtFull.format(s.creators)}</b> créateurs</span>
	508	+ <span class="stat-pill"><b>${fmtFull.format(s.accounts)}</b> comptes reliés</span>
	509	+ <span class="stat-pill"><b>${Object.keys(s.by_platform\|\|{}).length}</b> plateformes</span>
	510	+ </div>
	511	+ <div class="advantages">
	512	+ <div class="adv"><div class="ico">${icon("autre")}</div><h3>Cross-plateforme</h3><p>Instagram, TikTok, YouTube, Twitch, X… tous les comptes d'une même personne, au même endroit.</p></div>
	513	+ <div class="adv"><div class="ico"><svg class="icn" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="11" cy="11" r="7"/><path d="M20 20l-3.5-3.5" stroke-linecap="round"/></svg></div><h3>Découvrable</h3><p>Filtres par niche, région, langue, plateforme et taille d'audience.</p></div>
	514	+ <div class="adv"><div class="ico">✓</div><h3>Liens vérifiés</h3><p>Chaque rattachement porte un score de confiance ; mieux vaut un lien de moins qu'un lien erroné.</p></div>
	515	+ <div class="adv"><div class="ico">🛡</div><h3>Respectueux</h3><p>Profils publics seulement, retrait (opt-out) simple et respecté. Loi 25.</p></div>
	516	+ </div>
	517	+ </div></section>
	518	+ <div class="searchbar" id="annuaire"><div class="container search-wrap">
	519	+ <label class="search-input"><svg width="15" height="15" viewBox="0 0 24 24" fill="none"><circle cx="11" cy="11" r="7" stroke="currentColor" stroke-width="2"/><path d="M20 20l-3.5-3.5" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg>
	520	+ <input id="q" placeholder="Chercher un créateur…" value="${esc(state.q)}"></label>
	521	+ <div class="filters">
	522	+ ${selectHtml("f-niche","Niche",state.tax.niches,state.niche,NICHE_LBL)}
	523	+ ${selectHtml("f-region","Région",state.tax.regions,state.region)}
	524	+ ${selectHtml("f-plat","Plateforme",state.tax.plateformes,state.plateforme,Object.fromEntries(Object.entries(PLAT).map(([k,v])=>[k,v.label])))}
	525	+ ${selectHtml("f-tier","Taille",state.tax.tiers,state.tier,TIER_LBL)}
	526	+ ${selectHtml("f-langue","Langue",state.tax.langues,state.langue,{fr:"Français",en:"Anglais",bilingue:"Bilingue"})}
	527	+ ${selectHtml("f-sort","Tri",["reach","nom","recent"],state.sort==="reach"?"":state.sort,{reach:"Audience",nom:"Nom A-Z",recent:"Récents"})}
	528	+ </div>
	529	+ </div></div>
	530	+ <main class="container"><div class="count-line" id="countline"></div>
	531	+ <div class="grid" id="grid"><div class="spin"></div></div>
	532	+ <div class="more-wrap" id="more"></div></main>`+footer()+tabbar(location.hash==="#annuaire"?"search":"home");
	533	+ bindNav();
	534	+ $("#q").addEventListener("input",deb(()=>{state.q=$("#q").value;reload()},300));
	535	+ [["f-niche","niche"],["f-region","region"],["f-plat","plateforme"],
	536	+ ["f-tier","tier"],["f-langue","langue"],["f-sort","sort"]].forEach(([id,key])=>{
	537	+ $("#"+id).addEventListener("change",e=>{state[key]=e.target.value\|\|(key==="sort"?"reach":"");
	538	+ e.target.classList.toggle("active",!!e.target.value);reload()})});
	539	+ if(location.hash==="#annuaire"){const el=$("#annuaire");if(el)el.scrollIntoView()}
	540	+ await reload();
	541	+}
	542	+function deb(fn,ms){let t;return()=>{clearTimeout(t);t=setTimeout(fn,ms)}}
	543	+async function reload(more){
	544	+ if(!more){state.offset=0;state.items=[]}
	545	+ const p=new URLSearchParams({q:state.q,niche:state.niche,region:state.region,
	546	+ langue:state.langue,plateforme:state.plateforme,tier:state.tier,sort:state.sort,
	547	+ limit:"60",offset:String(state.offset)});
	548	+ const data=await api("/api/creators?"+p).catch(()=>({items:[],total:0}));
	549	+ state.items=state.items.concat(data.items);state.total=data.total;
	550	+ const grid=$("#grid");if(!grid)return;
	551	+ $("#countline").innerHTML=`<b>${fmtFull.format(state.total)}</b> créateur${state.total>1?"s":""} trouvé${state.total>1?"s":""}`;
	552	+ grid.innerHTML=state.items.length?state.items.map(cardHtml).join(""):
	553	+ `<div class="empty">Aucun créateur ne correspond à ces filtres.</div>`;
	554	+ const moreDiv=$("#more");
	555	+ moreDiv.innerHTML=state.items.length<state.total?
	556	+ `<button class="btn btn-primary" id="loadmore">Afficher plus (${fmtFull.format(state.total-state.items.length)} restants)</button>`:"";
	557	+ const lm=$("#loadmore");if(lm)lm.onclick=()=>{state.offset+=60;reload(true)};
	558	+ bindNav(grid);
	559	+}
	560	+
	561	+/* ---------- page créateur ---------- */
	562	+async function renderCreator(id){
	563	+ app.innerHTML=header()+`<div class="container"><div class="spin"></div></div>`+footer()+tabbar("");bindNav();
	564	+ let c;try{c=await api("/api/creators/"+encodeURIComponent(id))}
	565	+ catch(e){app.innerHTML=header()+`<div class="container"><div class="empty"><h2>Créateur introuvable</h2>
	566	+ <p style="margin-top:10px"><a href="/" data-nav style="color:var(--green);font-weight:600">← Retour à l'annuaire</a></p></div></div>`+footer()+tabbar("");bindNav();return}
	567	+ document.title=`${c.display_name} — Créa-Ka`;
	568	+ const verified=(c.platforms\|\|[]).some(a=>a.verified);
	569	+ const niches=(c.niches\|\|[]).map(n=>`<span class="mchip">${NICHE_LBL[n]\|\|n}</span>`).join("");
	570	+ const M_LBL={following:"abonnements",posts:"publications",likes:"j'aime",
	571	+ views:"vues",videos:"vidéos",episodes:"épisodes"};
	572	+ const accs=(c.platforms\|\|[]).map(a=>{const p=PLAT[a.platform]\|\|PLAT.autre;
	573	+ const conf=(a.confidence\|\|0)>=0.75?["hi","confiance élevée"]:["mid","à confirmer"];
	574	+ const mx=Object.entries(a.metrics\|\|{}).filter(([k,v])=>M_LBL[k]&&v!=null)
	575	+ .map(([k,v])=>`${fmt.format(v)} ${M_LBL[k]}`).join(" · ");
	576	+ return `<a class="acc" href="${esc(a.url)}" target="_blank" rel="noopener">
	577	+ <span class="plat" style="background:${p.color}">${icon(a.platform)}</span>
	578	+ <span class="acc-mid"><span class="acc-name">${p.label}${a.verified?checkSvg:""}</span>
	579	+ <span class="acc-handle">@${esc(a.handle)}</span>
	580	+ <span class="acc-handle" style="overflow:visible"><span class="conf ${conf[0]}" title="Score de rattachement ${Math.round((a.confidence\|\|0)*100)} %">${conf[1]}</span>${mx?` <span style="font-size:11px">${mx}</span>`:""}</span></span>
	581	+ <span class="acc-right">${a.followers?`<b>${fmt.format(a.followers)}</b><span>abonnés</span>`:`<span style="font-size:11px">voir le profil ↗</span>`}</span></a>`}).join("");
	582	+ const checked=(c.platforms\|\|[]).map(a=>a.last_checked).filter(Boolean).sort().pop();
	583	+ app.innerHTML=header()+`
	584	+ <div class="container cpage">
	585	+ <a class="backlink" href="/" data-nav>← Tous les créateurs</a>
	586	+ <div class="cpage-head">
	587	+ <div class="cavatar">${esc(initials(c.display_name))}${photoImg(c)}</div>
	588	+ <div style="flex:1;min-width:200px"><h1>${esc(c.display_name)}${verified?checkSvg:""}</h1>
	589	+ <div class="meta"><span class="mchip o">${TIER_LBL[c.audience_tier]\|\|c.audience_tier}</span>
	590	+ ${niches}${c.region?`<span class="mchip">${esc(c.region)}</span>`:""}
	591	+ ${(c.languages\|\|[]).map(l=>`<span class="mchip">${{fr:"Français",en:"Anglais",bilingue:"Bilingue"}[l]\|\|l}</span>`).join("")}</div></div>
	592	+ ${c.total_reach?`<div class="cpage-reach"><b>${fmt.format(c.total_reach)}</b><span>abonnés cumulés</span></div>`:""}
	593	+ </div>
	594	+ ${c.bio?`<p class="cpage-bio">${esc(c.bio)}</p>`:""}
	595	+ ${c.notes?`<div class="cpage-notes"><span class="klabel">Contexte public</span><br>${esc(c.notes)}</div>`:""}
	596	+ <h2 class="sect-title">Ses plateformes <span class="chip">${(c.platforms\|\|[]).length}</span></h2>
	597	+ <div class="acc-grid">${accs}</div>
	598	+ ${c.link_in_bio_url?`<a class="linkinbio" href="${esc(c.link_in_bio_url)}" target="_blank" rel="noopener">${icon("linktree")} Sa page de liens officielle ↗</a>`:""}
	599	+ <div class="cpage-foot">Sources : listes médias publiques, Wikidata, annuaires publics et profils publics des plateformes.
	600	+ Audiences approximatives${checked?`, dernière vérification ${esc(checked.slice(0,10))}`:""}.
	601	+ Une erreur dans cette fiche ? <a href="/retrait" data-nav>Signaler / demander un retrait</a>.</div>
	602	+ </div>`+footer()+tabbar("");
	603	+ bindNav();window.scrollTo(0,0);
	604	+}
	605	+
	606	+/* ---------- page stats ---------- */
	607	+async function renderStats(){
	608	+ document.title="Statistiques — Créa-Ka";
	609	+ app.innerHTML=header()+`<div class="container"><div class="spin"></div></div>`+footer()+tabbar("stats");bindNav();
	610	+ const s=await api("/api/stats").catch(()=>null);
	611	+ if(!s){app.innerHTML=header()+`<div class="container empty">Statistiques indisponibles.</div>`+footer()+tabbar("stats");bindNav();return}
	612	+ const bars=(obj,lbls,useIcon)=>{const entries=Object.entries(obj).slice(0,12);
	613	+ const max=Math.max(...entries.map(e=>e[1]),1);
	614	+ return entries.map(([k,v])=>`<div class="hrow">
	615	+ ${useIcon?`<span class="plat" style="background:${(PLAT[k]\|\|PLAT.autre).color}">${icon(k)}</span>`:""}
	616	+ <span class="hrow-label">${esc(lbls?(lbls[k]\|\|k):k)}</span>
	617	+ <span class="hbar"><i style="width:${Math.max(2,Math.round(v/max*100))}%"></i></span>
	618	+ <span class="n">${fmtFull.format(v)}</span></div>`).join("")};
	619	+ app.innerHTML=header()+`
	620	+ <div class="container stats-page">
	621	+ <span class="kicker">Portrait de l'annuaire</span>
	622	+ <h1 style="font-size:clamp(28px,4.6vw,46px);margin:12px 0 4px;text-transform:uppercase">Les créateurs québécois <span class="hl">en chiffres.</span></h1>
	623	+ <div class="tiles">
	624	+ <div class="tile hero-tile"><div class="tile-v">${fmtFull.format(s.creators)}</div><div class="tile-k">Créateurs</div></div>
	625	+ <div class="tile"><div class="tile-v">${fmtFull.format(s.accounts)}</div><div class="tile-k">Comptes reliés</div></div>
	626	+ <div class="tile"><div class="tile-v">${Object.keys(s.by_platform\|\|{}).length}</div><div class="tile-k">Plateformes</div></div>
	627	+ <div class="tile"><div class="tile-v">${(s.accounts/Math.max(1,s.creators)).toFixed(1)}</div><div class="tile-k">Comptes / créateur</div></div>
	628	+ </div>
	629	+ <div class="viz-card"><h2>Par plateforme</h2><div class="viz-sub">comptes publics reliés</div>
	630	+ ${bars(s.by_platform,Object.fromEntries(Object.entries(PLAT).map(([k,v])=>[k,v.label])),true)}</div>
	631	+ <div class="viz-card"><h2>Par niche</h2><div class="viz-sub">créateurs actifs</div>
	632	+ ${bars(s.by_niche,NICHE_LBL)}</div>
	633	+ <div class="viz-card"><h2>Par taille d'audience</h2><div class="viz-sub">basée sur la plateforme principale</div>
	634	+ ${bars(s.by_tier,TIER_LBL)}</div>
	635	+ ${Object.keys(s.by_region\|\|{}).length?`<div class="viz-card"><h2>Par région déclarée</h2><div class="viz-sub">quand le créateur la rend publique</div>${bars(s.by_region)}</div>`:""}
	636	+ </div>`+footer()+tabbar("stats");
	637	+ bindNav();window.scrollTo(0,0);
	638	+}
	639	+
	640	+/* ---------- retrait / opt-out ---------- */
	641	+function renderOptout(){
	642	+ document.title="Retrait (opt-out) — Créa-Ka";
	643	+ app.innerHTML=header()+`
	644	+ <div class="container optout-page">
	645	+ <span class="kicker">Vie privée d'abord</span>
	646	+ <h1>Demander un <span class="hl">retrait</span></h1>
	647	+ <p>Vous êtes créateur ou créatrice et souhaitez ne plus figurer dans l'annuaire ?
	648	+ La fiche est <b>masquée immédiatement</b> et exclue de toute ré-agrégation future.
	649	+ Une correction d'erreur (mauvais compte rattaché) passe par le même formulaire.</p>
	650	+ <form id="of">
	651	+ <div class="field"><label>Nom public / nom de scène</label><input id="o-name" maxlength="200" placeholder="ex. Prénom Nom"></div>
	652	+ <div class="field"><label>Un de vos comptes (plateforme:handle)</label><input id="o-acc" maxlength="200" placeholder="ex. instagram:monhandle"></div>
	653	+ <div class="field"><label>Raison (facultatif)</label><textarea id="o-reason" rows="3" maxlength="500"></textarea></div>
	654	+ <div class="field"><label>Courriel de contact (facultatif, pour confirmation)</label><input id="o-contact" maxlength="200" type="email"></div>
	655	+ <div class="field"><button class="btn btn-primary" type="submit">Masquer ma fiche</button></div>
	656	+ </form><div id="o-result"></div>
	657	+ </div>`+footer()+tabbar("optout");
	658	+ bindNav();
	659	+ $("#of").addEventListener("submit",async e=>{e.preventDefault();
	660	+ const body={name:$("#o-name").value.trim(),account:$("#o-acc").value.trim(),
	661	+ reason:$("#o-reason").value.trim(),contact:$("#o-contact").value.trim()};
	662	+ if(!body.name&&!body.account){$("#o-result").innerHTML=`<div class="optout-ok warn">Indiquez au moins un nom ou un compte.</div>`;return}
	663	+ try{const r=await fetch("/api/optout",{method:"POST",headers:{"Content-Type":"application/json"},body:JSON.stringify(body)});
	664	+ const j=await r.json();
	665	+ $("#o-result").innerHTML=`<div class="optout-ok">✓ ${esc(j.message\|\|"Demande enregistrée.")} ${j.masked?`(${j.masked} fiche(s) masquée(s))`:""}</div>`;
	666	+ e.target.reset();}
	667	+ catch(err){$("#o-result").innerHTML=`<div class="optout-ok warn">Erreur — réessayez ou écrivez à contact@spboucher.ai.</div>`}});
	668	+}
	669	+
	670	+/* ---------- routeur ---------- */
	671	+function bindNav(root){
	672	+ (root\|\|document).querySelectorAll("[data-nav]").forEach(a=>{
	673	+ if(a._nav)return;a._nav=1;
	674	+ a.addEventListener("click",e=>{const href=a.getAttribute("href");
	675	+ e.preventDefault();history.pushState(null,"",href);route();
	676	+ if(href.endsWith("#annuaire")){const el=$("#annuaire");if(el){el.scrollIntoView();const q=$("#q");if(q)q.focus()}}})});
	677	+ (root\|\|document).querySelectorAll("[data-href]").forEach(card=>{
	678	+ if(card._nav)return;card._nav=1;
	679	+ const go=()=>{history.pushState(null,"",card.dataset.href);route()};
	680	+ card.addEventListener("click",e=>{if(e.target.closest("a"))return;go()});
	681	+ card.addEventListener("keydown",e=>{if(e.key==="Enter")go()});
	682	+ });}
	683	+function route(){
	684	+ const p=location.pathname;
	685	+ const m=p.match(/^\/createur\/([^/]+)$/);
	686	+ if(m)return renderCreator(decodeURIComponent(m[1]));
	687	+ if(p==="/retrait")return renderOptout();
	688	+ if(p==="/stats")return renderStats();
	689	+ return renderHome();
	690	+}
	691	+window.addEventListener("popstate",route);
	692	+route();
	693	+</script>
	694	+</body>
	695	+</html>

added requirements.txt +10 −0

		`@@ -0,0 +1,10 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: requirements.txt
	4	+# Desc: Dépendances backend Créa-Ka
	5	+# ==============================================================================
	6	+fastapi>=0.110
	7	+uvicorn>=0.29
	8	+requests>=2.31
	9	+pydantic>=2.5
	10	+pytest>=8.0

added run.py +62 −0

		`@@ -0,0 +1,62 @@`
	1	+#!/usr/bin/env python3
	2	+# ==============================================================================
	3	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	4	+# File: run.py
	5	+# Desc: Point d'entrée Créa-Ka — `sync`, `watch`, `serve` (calqué sur Lou-Ka)
	6	+# ==============================================================================
	7	+"""Utilisation :
	8	+ python run.py sync [source ...] # synchronise (découverte + enrichissement)
	9	+ python run.py watch [heures] # synchronise en boucle (défaut 24 h)
	10	+ python run.py serve [port] # démarre l'API + le frontend (défaut 8160)
	11	+ python run.py optout <nom\|plateforme:handle> # retrait manuel immédiat
	12	+"""
	13	+from __future__ import annotations
	14	+
	15	+import os
	16	+import sys
	17	+from pathlib import Path
	18	+
	19	+# Charger .env (SCRAPFLY_KEY, FIRECRAWL_API_KEY, YOUTUBE_API_KEY…) sans dépendance
	20	+_env = Path(__file__).parent / ".env"
	21	+if _env.exists():
	22	+ for line in _env.read_text().splitlines():
	23	+ line = line.strip()
	24	+ if line and not line.startswith("#") and "=" in line:
	25	+ k, _, v = line.partition("=")
	26	+ os.environ.setdefault(k.strip(), v.strip())
	27	+
	28	+
	29	+def main() -> None:
	30	+ cmd = sys.argv[1] if len(sys.argv) > 1 else "serve"
	31	+ if cmd == "sync":
	32	+ from creaka import ingest
	33	+ ingest.run(sys.argv[2:] or None)
	34	+ elif cmd == "watch":
	35	+ from creaka import ingest
	36	+ hours = float(sys.argv[2]) if len(sys.argv) > 2 else 24.0
	37	+ ingest.watch(int(hours * 3600))
	38	+ elif cmd == "optout":
	39	+ if len(sys.argv) < 3:
	40	+ print(__doc__)
	41	+ sys.exit(1)
	42	+ from creaka import db, ethics
	43	+ target = sys.argv[2]
	44	+ is_account = ":" in target
	45	+ ethics.add_optout(name=None if is_account else target,
	46	+ account=target if is_account else None,
	47	+ reason="retrait manuel (CLI)")
	48	+ n = db.apply_optout(db.connect(),
	49	+ name=None if is_account else target,
	50	+ account=target if is_account else None)
	51	+ print(f"[crea-ka] opt-out enregistré, {n} fiche(s) masquée(s)")
	52	+ elif cmd == "serve":
	53	+ import uvicorn
	54	+ port = int(sys.argv[2]) if len(sys.argv) > 2 else 8160
	55	+ uvicorn.run("creaka.web:app", host="0.0.0.0", port=port)
	56	+ else:
	57	+ print(__doc__)
	58	+ sys.exit(1)
	59	+
	60	+
	61	+if __name__ == "__main__":
	62	+ main()

added scripts/build_frontend.py +32 −0

		`@@ -0,0 +1,32 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: scripts/build_frontend.py
	4	+# Desc: Construit frontend/dist/index.html à partir du gabarit en injectant
	5	+# les tracés SVG des marques (simple-icons, licence CC0)
	6	+# ==============================================================================
	7	+"""Usage : python3 scripts/build_frontend.py
	8	+
	9	+Lit frontend/src/index.template.html + frontend/src/icons.json et produit
	10	+frontend/dist/index.html (remplacement du marqueur __ICONS__)."""
	11	+from __future__ import annotations
	12	+
	13	+import json
	14	+from pathlib import Path
	15	+
	16	+ROOT = Path(__file__).resolve().parent.parent
	17	+SRC = ROOT / "frontend" / "src"
	18	+DIST = ROOT / "frontend" / "dist"
	19	+
	20	+
	21	+def main() -> None:
	22	+ icons = json.loads((SRC / "icons.json").read_text(encoding="utf-8"))
	23	+ html = (SRC / "index.template.html").read_text(encoding="utf-8")
	24	+ html = html.replace("__ICONS__", json.dumps(icons, separators=(",", ":")))
	25	+ DIST.mkdir(parents=True, exist_ok=True)
	26	+ (DIST / "index.html").write_text(html, encoding="utf-8")
	27	+ print(f"[crea-ka] frontend construit → {DIST/'index.html'} "
	28	+ f"({len(html)//1024} Ko, {len(icons)} icônes)")
	29	+
	30	+
	31	+if __name__ == "__main__":
	32	+ main()

added scripts/deploy-m3u96b.sh +43 −0

		`@@ -0,0 +1,43 @@`
	1	+#!/bin/zsh
	2	+# ==============================================================================
	3	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	4	+# File: scripts/deploy-m3u96b.sh
	5	+# Desc: Déploiement/redéploiement de Créa-Ka sur le node M3U96b —
	6	+# rsync + venv + PM2 (web :8160, sync watch 24 h, ngrok www.crea-ka.com)
	7	+# ==============================================================================
	8	+set -euo pipefail
	9	+
	10	+NODE=M3U96b
	11	+# ⚠️ openrsync (macOS) : TOUJOURS un chemin distant ABSOLU — la forme
	12	+# « hôte:chemin/relatif » est interprétée comme un chemin LOCAL (bug silencieux)
	13	+APP_DIR=/Users/simon-pierreboucher/apps/crea-ka
	14	+SRC="$(cd "$(dirname "$0")/.." && pwd)"
	15	+PORT=8160
	16	+DOMAIN=www.crea-ka.com
	17	+
	18	+echo "[deploy] rsync → $NODE:$APP_DIR"
	19	+ssh "$NODE" "mkdir -p ~/apps/crea-ka"
	20	+# .env et base de données du node préservés (--update pour la DB seulement au 1er envoi)
	21	+rsync -az --delete \
	22	+ --exclude '.venv' --exclude '__pycache__' --exclude '.pytest_cache' \
	23	+ --exclude '.env' --exclude 'data/creaka.db*' \
	24	+ --exclude 'data/optout.json' --exclude 'data/optout_requests.jsonl' \
	25	+ "$SRC/" "$NODE:$APP_DIR/"
	26	+
	27	+echo "[deploy] venv + dépendances"
	28	+ssh "$NODE" "cd ~/apps/crea-ka && \
	29	+ ([ -d .venv ] \|\| python3 -m venv .venv) && \
	30	+ .venv/bin/pip -q install -r requirements.txt"
	31	+
	32	+echo "[deploy] PM2 (web :$PORT + sync + ngrok $DOMAIN)"
	33	+ssh "$NODE" "cd ~/apps/crea-ka && \
	34	+ pm2 delete crea-ka-web crea-ka-sync crea-ka-ngrok 2>/dev/null; \
	35	+ pm2 start .venv/bin/python --name crea-ka-web --interpreter none --cwd ~/apps/crea-ka -- run.py serve $PORT && \
	36	+ PYTHONUNBUFFERED=1 pm2 start .venv/bin/python --name crea-ka-sync --interpreter none --cwd ~/apps/crea-ka -- run.py watch 24 && \
	37	+ pm2 start /opt/homebrew/bin/ngrok --name crea-ka-ngrok --interpreter none -- http --url=$DOMAIN $PORT && \
	38	+ pm2 save"
	39	+
	40	+echo "[deploy] healthcheck"
	41	+sleep 4
	42	+ssh "$NODE" "curl -sf localhost:$PORT/healthz" && echo " ← local OK"
	43	+curl -sf "https://$DOMAIN/healthz" && echo " ← https://$DOMAIN OK"

added scripts/screenshots.sh +20 −0

		`@@ -0,0 +1,20 @@`
	1	+#!/bin/zsh
	2	+# ==============================================================================
	3	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	4	+# File: scripts/screenshots.sh
	5	+# Desc: Captures d'écran du site en production pour le README
	6	+# (Playwright CLI, Chromium headless) → docs/screenshots/
	7	+# ==============================================================================
	8	+set -euo pipefail
	9	+BASE=${1:-https://www.crea-ka.com}
	10	+OUT="$(cd "$(dirname "$0")/.." && pwd)/docs/screenshots"
	11	+mkdir -p "$OUT"
	12	+PW="npx -y playwright@1.55 screenshot --wait-for-timeout 6000"
	13	+
	14	+eval $PW --viewport-size=1440,900 "$BASE/" "$OUT/accueil.png"
	15	+eval $PW --viewport-size=1440,900 --full-page "$BASE/stats" "$OUT/stats.png"
	16	+eval $PW --viewport-size=390,844 "$BASE/" "$OUT/mobile.png"
	17	+# page créateur : premier résultat de l'annuaire
	18	+CID=$(curl -s "$BASE/api/creators?limit=1" \| python3 -c "import json,sys;print(json.load(sys.stdin)['items'][0]['id'])")
	19	+eval $PW --viewport-size=1440,900 "$BASE/createur/$CID" "$OUT/createur.png"
	20	+echo "[crea-ka] captures → $OUT"

added tests/fixtures/linktree_sample.html +25 −0

		`@@ -0,0 +1,25 @@`
	1	+<!--
	2	+ Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+ File: tests/fixtures/linktree_sample.html
	4	+ Desc: Fixture figée — page Linktree publique simplifiée (structure Next.js
	5	+ réelle : liens dans __NEXT_DATA__ + ancres de repli)
	6	+-->
	7	+<!DOCTYPE html>
	8	+<html><head><title>@creatrice-exemple \| Linktree</title></head>
	9	+<body>
	10	+<div id="__next">
	11	+ <a href="https://www.instagram.com/creatrice.exemple/">Instagram</a>
	12	+ <a href="https://linktr.ee/discover">Découvrir Linktree</a>
	13	+</div>
	14	+<script id="__NEXT_DATA__" type="application/json">
	15	+{"props":{"pageProps":{"account":{"username":"creatrice-exemple",
	16	+"links":[
	17	+ {"id":1,"title":"Ma chaîne YouTube","url":"https://www.youtube.com/@CreatriceExemple"},
	18	+ {"id":2,"title":"TikTok","url":"https://www.tiktok.com/@creatrice.exemple"},
	19	+ {"id":3,"title":"Twitch","url":"https://twitch.tv/creatriceexemple"},
	20	+ {"id":4,"title":"Mon Patreon","url":"https://www.patreon.com/creatriceexemple"},
	21	+ {"id":5,"title":"Boutique","url":"https://boutique-exemple.com/produits"},
	22	+ {"id":6,"title":"Un reel","url":"https://www.instagram.com/reel/xyz123/"}
	23	+],"socialLinks":[{"type":"x","url":"https://x.com/creatrice_ex"}]}}}}
	24	+</script>
	25	+</body></html>

added tests/test_ethics.py +76 −0

		`@@ -0,0 +1,76 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: tests/test_ethics.py
	4	+# Desc: Contrôle éthique automatisé (§18) — aucune donnée privée en base,
	5	+# régime des mineurs, opt-out persistant et respecté
	6	+# ==============================================================================
	7	+import json
	8	+
	9	+from creaka import db, ethics
	10	+from creaka.identity import account
	11	+from creaka.schema import Creator
	12	+
	13	+
	14	+def _creator(name, accounts, **kw):
	15	+ return Creator(source="test", external_id="", display_name=name,
	16	+ platforms=accounts, **kw).finalize()
	17	+
	18	+
	19	+def test_scrub_donnees_privees():
	20	+ cr = _creator("Nom Public", [account("instagram", "nompublic", "listes_medias")],
	21	+ bio="Rejoins-moi au 514 555-1234 ou perso@gmail.com, "
	22	+ "123, rue Exemple app. 4")
	23	+ ethics.scrub(cr)
	24	+ assert "514" not in cr.bio
	25	+ assert "@gmail" not in cr.bio
	26	+ assert "rue Exemple" not in cr.bio
	27	+
	28	+
	29	+def test_courriel_perso_jamais_conserve():
	30	+ cr = _creator("Nom Public", [account("instagram", "nompublic", "listes_medias")],
	31	+ business_contact="perso@hotmail.com")
	32	+ ethics.scrub(cr)
	33	+ assert cr.business_contact is None
	34	+ cr2 = _creator("Nom Public", [account("instagram", "nompublic", "listes_medias")],
	35	+ business_contact="booking@agence-exemple.ca")
	36	+ ethics.scrub(cr2)
	37	+ assert cr2.business_contact == "booking@agence-exemple.ca" # pro affiché → OK
	38	+
	39	+
	40	+def test_regime_mineur():
	41	+ cr = _creator("Jeune Créateur", [account("tiktok", "jeune", "listes_medias")],
	42	+ is_minor=True, region="Montréal", city="Montréal",
	43	+ business_contact="pro@agence.ca")
	44	+ ethics.scrub(cr)
	45	+ assert cr.business_contact is None
	46	+ assert cr.region is None and cr.city is None
	47	+
	48	+
	49	+def test_optout_persistant_et_exclu(tmp_path, monkeypatch):
	50	+ monkeypatch.setattr(ethics, "OPTOUT_PATH", tmp_path / "optout.json")
	51	+ monkeypatch.setattr(ethics, "OPTOUT_REQUESTS_PATH", tmp_path / "req.jsonl")
	52	+ con = db.connect(tmp_path / "test.db")
	53	+ cr = _creator("Créatrice Retrait",
	54	+ [account("instagram", "retrait.exemple", "listes_medias")])
	55	+ db.sync_source(con, "test", [cr])
	56	+ assert db.search(con, q="retrait")["total"] == 1
	57	+ # demande de retrait → masquée immédiatement
	58	+ ethics.add_optout(account="instagram:retrait.exemple", reason="test")
	59	+ assert db.apply_optout(con, account="instagram:retrait.exemple") == 1
	60	+ assert db.search(con, q="retrait")["total"] == 0
	61	+ # ré-agrégation future → JAMAIS réintégrée (liste de suppression, §15)
	62	+ cr2 = _creator("Créatrice Retrait",
	63	+ [account("instagram", "retrait.exemple", "link_in_bio")])
	64	+ stats = db.sync_source(con, "test", [cr2])
	65	+ assert stats["optout_skipped"] == 1
	66	+ assert db.search(con, q="retrait")["total"] == 0
	67	+ persisted = json.loads((tmp_path / "optout.json").read_text())
	68	+ assert "instagram:retrait.exemple" in persisted["accounts"]
	69	+
	70	+
	71	+def test_mineurs_exclus_de_lannuaire_public(tmp_path):
	72	+ con = db.connect(tmp_path / "test2.db")
	73	+ cr = _creator("Jeune Vedette", [account("tiktok", "jeunevedette", "listes_medias")],
	74	+ is_minor=True)
	75	+ db.sync_source(con, "test", [cr])
	76	+ assert db.search(con)["total"] == 0 # prudence extrême §15

added tests/test_identity.py +63 −0

		`@@ -0,0 +1,63 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: tests/test_identity.py
	4	+# Desc: Tests de résolution d'identité & déduplication — cas multi-plateformes
	5	+# + cas-pièges d'HOMONYMES à ne jamais fusionner (§12, §18)
	6	+# ==============================================================================
	7	+from creaka.dedup import dedupe, merge_creators, should_merge
	8	+from creaka.identity import account, merge_accounts
	9	+from creaka.schema import Creator
	10	+
	11	+
	12	+def _creator(name, accounts, **kw):
	13	+ return Creator(source="test", external_id="", display_name=name,
	14	+ platforms=accounts, **kw).finalize()
	15	+
	16	+
	17	+def test_homonymes_jamais_fusionnes():
	18	+ """Deux personnes au même nom SANS compte partagé → deux fiches (§12.2)."""
	19	+ a = _creator("Alex Tremblay", [account("instagram", "alex.gaming", "listes_medias")])
	20	+ b = _creator("Alex Tremblay", [account("instagram", "alexcuisine", "listes_medias")])
	21	+ assert not should_merge(a, b)
	22	+ assert len(dedupe([a, b])) == 2
	23	+
	24	+
	25	+def test_fusion_sur_compte_fort_partage():
	26	+ a = _creator("Nom Scène", [account("instagram", "nomscene", "listes_medias"),
	27	+ account("youtube", "nomscene", "listes_medias")])
	28	+ b = _creator("Nom Scene", [account("instagram", "nomscene", "link_in_bio"),
	29	+ account("twitch", "nomscene_tv", "link_in_bio")])
	30	+ assert should_merge(a, b)
	31	+ merged = dedupe([a, b])
	32	+ assert len(merged) == 1
	33	+ keys = {acc.key for acc in merged[0].platforms}
	34	+ # union : on ne perd AUCUN lien vérifié
	35	+ assert keys == {"instagram:nomscene", "youtube:nomscene", "twitch:nomscene_tv"}
	36	+
	37	+
	38	+def test_pas_de_fusion_sur_compte_faible():
	39	+ """Un compte partagé à confiance basse ne suffit pas (sous STRONG_THRESHOLD)."""
	40	+ a = _creator("Personne Un", [account("instagram", "commun", "mention"),
	41	+ account("youtube", "personneun", "listes_medias")])
	42	+ b = _creator("Personne Deux", [account("instagram", "commun", "mention"),
	43	+ account("tiktok", "personnedeux", "listes_medias")])
	44	+ assert not should_merge(a, b)
	45	+
	46	+
	47	+def test_merge_accounts_meilleure_confiance():
	48	+ old = [account("instagram", "nom", "handle_match", followers=1000).finalize()]
	49	+ new = [account("instagram", "nom", "link_in_bio").finalize()]
	50	+ merged = merge_accounts(old, new)
	51	+ assert len(merged) == 1
	52	+ assert merged[0].confidence == 0.95 # link_in_bio gagne
	53	+ assert merged[0].followers == 1000 # métrique conservée
	54	+
	55	+
	56	+def test_merge_creators_regime_mineur_et_optout():
	57	+ a = _creator("Jeune Talent", [account("tiktok", "jeune", "listes_medias")],
	58	+ region="Montréal", city="Montréal")
	59	+ b = _creator("Jeune Talent", [account("tiktok", "jeune", "link_in_bio")],
	60	+ is_minor=True)
	61	+ merged = merge_creators(a, b)
	62	+ assert merged.is_minor is True
	63	+ assert merged.region is None and merged.city is None # régime restreint §15

added tests/test_linkinbio.py +39 −0

		`@@ -0,0 +1,39 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: tests/test_linkinbio.py
	4	+# Desc: Tests du connecteur générique link-in-bio sur fixture réelle figée —
	5	+# extraction des comptes avec signal fort (0.95)
	6	+# ==============================================================================
	7	+from pathlib import Path
	8	+
	9	+from creaka.connectors.linkinbio import extract_accounts, is_supported, parse_links
	10	+
	11	+FIXTURE = (Path(__file__).parent / "fixtures" / "linktree_sample.html").read_text()
	12	+
	13	+
	14	+def test_is_supported():
	15	+ assert is_supported("https://linktr.ee/nom")
	16	+ assert is_supported("https://beacons.ai/nom")
	17	+ assert not is_supported("https://exemple.com/nom")
	18	+ assert not is_supported(None)
	19	+
	20	+
	21	+def test_parse_links_next_data_et_ancres():
	22	+ links = parse_links(FIXTURE)
	23	+ assert "https://www.youtube.com/@CreatriceExemple" in links
	24	+ assert "https://www.instagram.com/creatrice.exemple" in links # ancre de repli
	25	+
	26	+
	27	+def test_extract_accounts_signal_fort():
	28	+ accounts = extract_accounts(FIXTURE)
	29	+ by_platform = {a.platform: a for a in accounts}
	30	+ assert by_platform["youtube"].handle == "creatriceexemple"
	31	+ assert by_platform["tiktok"].handle == "creatrice.exemple"
	32	+ assert by_platform["twitch"].handle == "creatriceexemple"
	33	+ assert by_platform["patreon"].handle == "creatriceexemple"
	34	+ assert by_platform["x"].handle == "creatrice_ex"
	35	+ assert all(a.confidence == 0.95 for a in accounts) # signal link_in_bio
	36	+ assert all(a.signal == "link_in_bio" for a in accounts)
	37	+ # la boutique (site marchand) et le reel (page générique) ne sont PAS des comptes
	38	+ assert "site-web" not in by_platform or "boutique" not in \
	39	+ by_platform.get("site-web").handle

added tests/test_normalize.py +82 −0

		`@@ -0,0 +1,82 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: tests/test_normalize.py
	4	+# Desc: Tests de normalisation — handles, URLs canoniques, niches, régions,
	5	+# compteurs d'abonnés, taille d'audience
	6	+# ==============================================================================
	7	+from creaka.normalize import (
	8	+ audience_tier, canonical_url, clean_handle, map_niche, map_region,
	9	+ parse_count, platform_from_url,
	10	+)
	11	+
	12	+
	13	+def test_clean_handle():
	14	+ assert clean_handle("@Enola.Bedard") == "enola.bedard"
	15	+ assert clean_handle("https://www.instagram.com/enola.bedard/") == "enola.bedard"
	16	+ assert clean_handle(" @Nom_Scene ") == "nom_scene"
	17	+ assert clean_handle(None) == ""
	18	+
	19	+
	20	+def test_youtube_channel_id():
	21	+ # ID de chaîne : casse préservée + forme /channel/ (jamais @ucxxx minuscule)
	22	+ cid = "UCtH1VriJJmhYkGSbq_7Jhra"[:24]
	23	+ assert clean_handle(cid) == cid
	24	+ assert canonical_url("youtube", cid) == f"https://www.youtube.com/channel/{cid}"
	25	+
	26	+
	27	+def test_canonical_url():
	28	+ assert canonical_url("instagram", "nom") == "https://www.instagram.com/nom/"
	29	+ assert canonical_url("tiktok", "@Nom") == "https://www.tiktok.com/@nom"
	30	+ assert canonical_url("substack", "infolettre") == "https://infolettre.substack.com"
	31	+ assert canonical_url("onlyfans", "nom") == "https://onlyfans.com/nom"
	32	+ # pas de forme canonique → repli sur l'URL source
	33	+ assert canonical_url("site-web", "x", fallback="https://exemple.com") == \
	34	+ "https://exemple.com"
	35	+
	36	+
	37	+def test_platform_from_url():
	38	+ assert platform_from_url("https://www.tiktok.com/@nom") == ("tiktok", "nom")
	39	+ assert platform_from_url("https://twitter.com/nom") == ("x", "nom")
	40	+ assert platform_from_url("https://mono.substack.com") == ("substack", "mono")
	41	+ # pages génériques ≠ handles
	42	+ assert platform_from_url("https://www.instagram.com/p/abc123/") is None
	43	+ assert platform_from_url("https://www.youtube.com/watch?v=x") is None
	44	+ assert platform_from_url("https://exemple.com/page") is None
	45	+
	46	+
	47	+def test_map_niche():
	48	+ assert map_niche("food") == "bouffe-resto"
	49	+ assert map_niche("Beauté") == "beaute"
	50	+ assert map_niche("fitness") == "sport-fitness"
	51	+ assert map_niche("entrepreneur") == "finance-affaires"
	52	+ assert map_niche("catégorie-inconnue") == "autre"
	53	+
	54	+
	55	+def test_map_region_prudence():
	56	+ # « Québec » seul = la PROVINCE → jamais de région inférée (§7)
	57	+ assert map_region("Québec") == (None, None)
	58	+ assert map_region("Québec (ville)") == ("Capitale-Nationale", "Québec")
	59	+ assert map_region("Montréal, QC")[0] == "Montréal"
	60	+ assert map_region("Blainville, Québec")[0] == "Laurentides"
	61	+ assert map_region("Los Angeles (originaire du Québec)") == (None, None)
	62	+ assert map_region(None) == (None, None)
	63	+
	64	+
	65	+def test_parse_count():
	66	+ assert parse_count("1,2 M") == 1_200_000
	67	+ assert parse_count("12.3k") == 12_300
	68	+ assert parse_count("4 567 abonnés") == 4_567
	69	+ assert parse_count("1,234,567") == 1_234_567
	70	+ assert parse_count(2600000) == 2_600_000
	71	+ assert parse_count(None) is None
	72	+ # un handle n'est JAMAIS un compteur (bug réel : « @chandrayoga-tw5bu » → 5 G)
	73	+ assert parse_count("@chandrayoga-tw5bu") is None
	74	+ assert parse_count("@nom123") is None
	75	+
	76	+
	77	+def test_audience_tier():
	78	+ assert audience_tier(5_000) == "nano"
	79	+ assert audience_tier(50_000) == "micro"
	80	+ assert audience_tier(500_000) == "macro"
	81	+ assert audience_tier(2_000_000) == "mega"
	82	+ assert audience_tier(None) == "nano"

added tests/test_schema.py +50 −0

		`@@ -0,0 +1,50 @@`
	1	+# ==============================================================================
	2	+# Author: Simon-Pierre Boucher <contact@spboucher.ai>
	3	+# File: tests/test_schema.py
	4	+# Desc: Validation de schéma (§18) — rejet des comptes sans url/confidence,
	5	+# agrégats (tier, portée, plateforme principale)
	6	+# ==============================================================================
	7	+import pytest
	8	+
	9	+from creaka.identity import account
	10	+from creaka.schema import Creator, PlatformAccount
	11	+
	12	+
	13	+def test_compte_sans_confidence_rejete():
	14	+ with pytest.raises(ValueError):
	15	+ PlatformAccount(platform="instagram", handle="nom", url="x",
	16	+ confidence=None).finalize()
	17	+
	18	+
	19	+def test_compte_sans_url_canonisable_rejete():
	20	+ with pytest.raises(ValueError):
	21	+ PlatformAccount(platform="site-web", handle="nom", url="",
	22	+ confidence=0.9).finalize()
	23	+
	24	+
	25	+def test_creator_sans_compte_valide_rejete():
	26	+ with pytest.raises(ValueError):
	27	+ Creator(source="t", external_id="", display_name="Nom",
	28	+ platforms=[]).finalize()
	29	+
	30	+
	31	+def test_agregats():
	32	+ cr = Creator(source="t", external_id="", display_name="Nom Scène", platforms=[
	33	+ account("instagram", "nom", "listes_medias", followers=250_000),
	34	+ account("tiktok", "nom", "listes_medias", followers=900_000),
	35	+ ]).finalize()
	36	+ assert cr.primary_platform == "tiktok" # plus grosse audience
	37	+ assert cr.total_reach == 1_150_000
	38	+ assert cr.audience_tier == "macro" # basée sur la principale (900k)
	39	+ assert cr.external_id == "nom-scene"
	40	+ assert cr.languages == ["fr"]
	41	+
	42	+
	43	+def test_dedup_intra_fiche_meilleure_confiance():
	44	+ cr = Creator(source="t", external_id="", display_name="Nom", platforms=[
	45	+ account("instagram", "nom", "handle_match", followers=100),
	46	+ account("instagram", "@NOM", "link_in_bio"),
	47	+ ]).finalize()
	48	+ assert len(cr.platforms) == 1
	49	+ assert cr.platforms[0].confidence == 0.95
	50	+ assert cr.platforms[0].followers == 100
	51