{ "product": "reference_source_radar", "status": "research_ready", "generated_at": "2026-07-06T17:56:03+00:00", "radar_row_count": 10, "candidate_count": 1, "integrated_public_ready_count": 9, "p1_count": 1, "sample_now_count": 0, "fidelize_now_count": 0, "activate_next_count": 0, "fix_before_public_count": 1, "qualify_access_then_normalize_count": 0, "research_now_count": 0, "monitor_count": 0, "input_template": "sources/reference-source-radar-template.csv", "candidate_snapshot": "sources/reference-source-radar-candidates.csv", "pipelines": [ { "key": "integrated_public_ready", "label": "Integree public-ready", "definition": "Source deja promue dans le registre, les boards publics ou la readiness locale.", "exit_gate": "continuer SLA, refresh, attribution et caveat; ne plus compter comme candidate active." }, { "key": "activate_next", "label": "Activer ensuite", "definition": "Source officielle utile, telechargeable et assez claire pour lancer un normaliseur dedie.", "exit_gate": "export stable, schema, licence, jointure territoire et caveat non-demande documentes." }, { "key": "fix_before_public", "label": "Corriger avant public", "definition": "Source tres utile mais bloquee par un export, une licence, une couverture ou un caveat incomplet.", "exit_gate": "sortie auditable et droit de reutilisation clarifies avant tout KPI public." }, { "key": "qualify_access_then_normalize", "label": "Qualifier acces puis normaliser", "definition": "Source prometteuse avec schema ou maille a confirmer avant integration.", "exit_gate": "decision normalize, monitor ou abandon avec raison tracee." }, { "key": "sample_now", "label": "Echantillonner maintenant", "definition": "Source assez utile, accessible et publiable pour produire un echantillon normalise court.", "exit_gate": "schema minimal, licence, maille, periode et caveat documentes." }, { "key": "fidelize_now", "label": "Fideliser maintenant", "definition": "Source deja strategique a surveiller, rafraichir et documenter comme pilier Winerix.", "exit_gate": "controle de fraicheur, contact producteur ou monitoring ressource en place." }, { "key": "research_now", "label": "Qualifier maintenant", "definition": "Source prometteuse mais risque de recouvrement, schema ou licence a clarifier.", "exit_gate": "decision integrate, monitor ou abandon avec raison tracee." }, { "key": "monitor", "label": "Surveiller", "definition": "Meta-source ou source utile pour detecter de futures opportunites.", "exit_gate": "revue recurrente et creation de demandes source quand un gisement pertinent apparait." } ], "candidates": [ { "key": "datatourisme_reuse_monitoring", "label": "DATAtourisme reuse and feed monitoring", "producer": "ADN Tourisme / DATAtourisme", "official_url": "https://www.datatourisme.fr/", "dataset_url": "https://www.data.gouv.fr/datasets/datatourisme-la-base-nationale-des-donnees-publiques-dinformation-touristique-en-open-data", "source_type": "source_fidelity_monitor", "user_need": "Fideliser la source DATAtourisme en suivant les flux, regions, reutilisations et trous de couverture.", "target_kpis": [ "datatourisme_freshness_score", "coverage_by_region", "source_relationship_signal" ], "territory_granularity": "regional files, POI, RDF/CSV feeds depending export", "refresh_hint": "frequent_data_gouv_resources", "license_hint": "Licence Ouverte / Open License for published resources, verify each resource metadata", "user_value": 86, "source_fit": 93, "retrieval_feasibility": 82, "legal_clarity": 86, "recommended_status": "integrated_public_ready", "next_action": "Etendre progressivement les exports regionaux DATAtourisme priorises et contacter les producteurs territoriaux sous-couverts.", "publication_caveat": "DATAtourisme agrege des producteurs territoriaux : offre publiee volontairement, pas exhaustivite, demande, frequentation ni qualite de visite.", "radar_score": 87, "priority_band": "P1" }, { "key": "franceagrimer_campagne_viticulture", "label": "FranceAgriMer prix moyens vrac VSIG/IGP", "producer": "FranceAgriMer", "official_url": "https://visionet.franceagrimer.fr/", "dataset_url": "https://www.data.gouv.fr/datasets/historique-des-prix-moyens-vrac-vsig-et-igp-depuis-2000", "source_type": "market_price_reference", "user_need": "Ajouter un signal marche producteur sans confondre prix vrac, prix bouteille, revenu domaine ou demande touristique.", "target_kpis": [ "bulk_wine_price_context", "producer_market_signal", "wine_market_pressure_score" ], "territory_granularity": "campagne, couleur, categorie VSIG/IGP, bassin selon export disponible", "refresh_hint": "weekly_or_campaign_publication", "license_hint": "Licence Ouverte indiquee sur data.gouv.fr, verifier les contraintes Visionet avant publication KPI prix", "user_value": 94, "source_fit": 92, "retrieval_feasibility": 72, "legal_clarity": 82, "recommended_status": "fix_before_public", "next_action": "Obtenir un export CSV/XLSX/API stable ou un snapshot manuel auditable avant tout KPI prix public.", "publication_caveat": "Source gardee : pas de KPI prix public tant qu un export stable, auditable et reutilisable n est pas documente.", "radar_score": 87, "priority_band": "P1" }, { "key": "sncf_station_footfall", "label": "SNCF Open Data - Frequentation en gares", "producer": "SNCF Gares & Connexions", "official_url": "https://ressources.data.sncf.com/explore/dataset/frequentation-gares/", "dataset_url": "https://ressources.data.sncf.com/explore/dataset/frequentation-gares/export/", "source_type": "rail_flow_context", "user_need": "Distinguer presence de gare et intensite de flux voyageurs autour des territoires vin.", "target_kpis": [ "rail_visitor_flow_context", "low_carbon_access_depth", "territory_access_pressure_signal" ], "territory_granularity": "gare, commune, annee, frequentation annuelle", "refresh_hint": "annual_summer_a_plus_1", "license_hint": "SNCF Open Data; verifier conditions de reutilisation et attribution portail avant redistribution", "user_value": 90, "source_fit": 88, "retrieval_feasibility": 84, "legal_clarity": 82, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le board public SNCF frequentation gares et relier progressivement le flux rail aux scores acces bas-carbone relus.", "publication_caveat": "Frequentation gare = flux voyageurs rail, pas motif oenotouristique, pas desserte finale vers les domaines ni satisfaction.", "radar_score": 87, "priority_band": "P1" }, { "key": "openagenda_public_events", "label": "OpenAgenda public events", "producer": "OpenAgenda", "official_url": "https://developers.openagenda.com/", "dataset_url": "https://www.data.gouv.fr/datasets/evenements-geolocalises-et-opendata", "source_type": "event_feed", "user_need": "Identifier les evenements vin, patrimoine, gastronomie et tourisme qui expliquent les pics de demande.", "target_kpis": [ "wine_event_signal", "tourism_demand_context", "territory_activation_score" ], "territory_granularity": "event coordinates, commune, agenda scope", "refresh_hint": "continuous_api_exports", "license_hint": "open license for public agenda data, verify agenda-level terms before redistribution", "user_value": 94, "source_fit": 86, "retrieval_feasibility": 78, "legal_clarity": 74, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le refresh quotidien du board OpenAgenda vin/oenotourisme et fideliser les agendas contributeurs les plus utiles.", "publication_caveat": "Source evenementielle contributive : contexte calendrier uniquement, pas exhaustivite agenda, frequentation, demande, prix ou satisfaction.", "radar_score": 85, "priority_band": "P1" }, { "key": "insee_bpe_2024", "label": "Insee Base permanente des equipements", "producer": "Insee", "official_url": "https://www.insee.fr/fr/metadonnees/source/serie/s1161", "dataset_url": "https://www.insee.fr/fr/statistiques/8217537", "source_type": "statistical_reference", "user_need": "Mesurer les equipements et services disponibles autour des territoires vin et destinations.", "target_kpis": [ "tourism_service_density", "access_equipment_signal", "territory_readiness_score" ], "territory_granularity": "commune, coordinates for selected equipment files, annual vintage", "refresh_hint": "annual", "license_hint": "Insee open statistical dissemination, verify file-level conditions", "user_value": 89, "source_fit": 91, "retrieval_feasibility": 72, "legal_clarity": 82, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le refresh annuel BPE dans la readiness locale et surveiller les changements de schema au nouveau millesime.", "publication_caveat": "BPE mesure la presence d equipements, pas leur qualite ni leur usage touristique effectif.", "radar_score": 85, "priority_band": "P1" }, { "key": "rpc_carpooling_trips", "label": "Registre de preuve de covoiturage - trajets realises", "producer": "DGITM / Covoiturage.beta.gouv.fr", "official_url": "https://observatoire.covoiturage.gouv.fr/", "dataset_url": "https://www.data.gouv.fr/datasets/trajets-realises-en-covoiturage-registre-de-preuve-de-covoiturage", "source_type": "mobility_usage_context", "user_need": "Completer les signaux acces bas-carbone par un indicateur d usage reel, pas seulement la presence d aires.", "target_kpis": [ "carpool_usage_context", "low_carbon_access_depth", "territory_mobility_signal" ], "territory_granularity": "trajets mensuels open data, territoires d origine/destination selon schema RPC", "refresh_hint": "monthly_open_data", "license_hint": "Open data publie sur data.gouv.fr apres traitements de protection vie privee et secret des affaires", "user_value": 84, "source_fit": 82, "retrieval_feasibility": 78, "legal_clarity": 82, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le snapshot mensuel RPC et croiser avec BNLC sans revendiquer une demande oenotouristique.", "publication_caveat": "Covoiturage quotidien intermedie : usage mobilite courte distance, pas preuve de visite de cave, tourisme ou desserte finale.", "radar_score": 82, "priority_band": "P2" }, { "key": "culture_merimee_monuments", "label": "Monuments historiques - base Merimee", "producer": "Ministere de la Culture", "official_url": "https://www.culture.gouv.fr/rechercher-une-publication-du-ministere-de-la-culture/bases-de-donnees/merimee-une-base-de-donnees-du-patrimoine-monumental-francais-de-la-prehistoire-a-nos-jours", "dataset_url": "https://www.data.gouv.fr/datasets/immeubles-proteges-au-titre-des-monuments-historiques-2", "source_type": "heritage_reference", "user_need": "Qualifier l attractivite patrimoniale complementaire aux routes des vins et pages territoire.", "target_kpis": [ "heritage_pull_signal", "culture_wine_context_score", "territory_story_proof" ], "territory_granularity": "protected building, commune, coordinates when available", "refresh_hint": "periodic_publication", "license_hint": "open public heritage data, verify attribution terms", "user_value": 82, "source_fit": 84, "retrieval_feasibility": 80, "legal_clarity": 78, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le signal patrimoine Merimee dans les proof cards et verifier les rattachements commune au refresh source.", "publication_caveat": "Presence patrimoniale ne mesure pas la frequentation ni la contribution directe aux visites de caves.", "radar_score": 81, "priority_band": "P2" }, { "key": "bnlc_carpooling_areas", "label": "Base nationale des lieux de covoiturage", "producer": "Point d Acces National transport.data.gouv.fr", "official_url": "https://transport.data.gouv.fr/datasets/base-nationale-des-lieux-de-covoiturage/", "dataset_url": "https://www.data.gouv.fr/datasets/base-nationale-des-lieux-de-covoiturage", "source_type": "mobility_access", "user_need": "Evaluer les options d acces bas carbone et les points de rencontre proches des destinations vin.", "target_kpis": [ "carpool_access_signal", "low_carbon_access_score", "territory_accessibility_context" ], "territory_granularity": "point, commune code, schema national", "refresh_hint": "national_consolidation", "license_hint": "open transport data, schema national, verify ODbL/share-alike resources when applicable", "user_value": 76, "source_fit": 78, "retrieval_feasibility": 88, "legal_clarity": 80, "recommended_status": "integrated_public_ready", "next_action": "Maintenir la presence des lieux de covoiturage comme signal acces bas-carbone, sans la transformer en usage reel.", "publication_caveat": "Presence d une aire de covoiturage ne garantit ni usage reel ni desserte finale vers les domaines.", "radar_score": 80, "priority_band": "P2" }, { "key": "tourism_data_cartography", "label": "Cartographie des donnees touristiques", "producer": "Ministere de l Economie / data.economie.gouv.fr", "official_url": "https://data.economie.gouv.fr/explore/assets/cartographie_donnees_tourisme/", "dataset_url": "https://data.economie.gouv.fr/explore/assets/cartographie_donnees_tourisme/", "source_type": "meta_catalog", "user_need": "Maintenir un radar de sources tourisme fiables et identifier les trous sectoriels.", "target_kpis": [ "source_coverage_score", "source_gap_score", "source_acquisition_priority" ], "territory_granularity": "catalog-level metadata", "refresh_hint": "catalog_monitoring", "license_hint": "catalog metadata, verify downstream source licenses individually", "user_value": 81, "source_fit": 79, "retrieval_feasibility": 70, "legal_clarity": 72, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le board public de cartographie des donnees touristiques comme backlog source et qualifier les P1 non couverts.", "publication_caveat": "Meta-source : elle signale des jeux de donnees mais ne valide pas leur qualite ni leur licence finale.", "radar_score": 77, "priority_band": "P3" }, { "key": "culture_basilic_places", "label": "Lieux et equipements culturels - Basilic", "producer": "Ministere de la Culture", "official_url": "https://www.data.gouv.fr/datasets/lieux-et-equipements-culturels", "dataset_url": "https://www.data.gouv.fr/datasets/base-des-lieux-et-equipements-culturels-basilic-1", "source_type": "cultural_equipment", "user_need": "Completer les pages territoire avec densite culturelle et lieux de visite hors cave.", "target_kpis": [ "cultural_equipment_density", "visitor_context_signal", "territory_experience_score" ], "territory_granularity": "site, coordinates, commune", "refresh_hint": "periodic_publication", "license_hint": "open culture data, verify dataset-level license and attribution", "user_value": 73, "source_fit": 76, "retrieval_feasibility": 74, "legal_clarity": 76, "recommended_status": "integrated_public_ready", "next_action": "Maintenir le board public Basilic comme contexte culturel garde et dedupliquer avec BPE/Merimee avant scoring final.", "publication_caveat": "Risque de recouvrement avec BPE ou autres bases culturelles, necessite une cle de deduplication.", "radar_score": 75, "priority_band": "P3" } ], "kpi_map": { "access_equipment_signal": [ "insee_bpe_2024" ], "bulk_wine_price_context": [ "franceagrimer_campagne_viticulture" ], "carpool_access_signal": [ "bnlc_carpooling_areas" ], "carpool_usage_context": [ "rpc_carpooling_trips" ], "coverage_by_region": [ "datatourisme_reuse_monitoring" ], "cultural_equipment_density": [ "culture_basilic_places" ], "culture_wine_context_score": [ "culture_merimee_monuments" ], "datatourisme_freshness_score": [ "datatourisme_reuse_monitoring" ], "heritage_pull_signal": [ "culture_merimee_monuments" ], "low_carbon_access_depth": [ "sncf_station_footfall", "rpc_carpooling_trips" ], "low_carbon_access_score": [ "bnlc_carpooling_areas" ], "producer_market_signal": [ "franceagrimer_campagne_viticulture" ], "rail_visitor_flow_context": [ "sncf_station_footfall" ], "source_acquisition_priority": [ "tourism_data_cartography" ], "source_coverage_score": [ "tourism_data_cartography" ], "source_gap_score": [ "tourism_data_cartography" ], "source_relationship_signal": [ "datatourisme_reuse_monitoring" ], "territory_access_pressure_signal": [ "sncf_station_footfall" ], "territory_accessibility_context": [ "bnlc_carpooling_areas" ], "territory_activation_score": [ "openagenda_public_events" ], "territory_experience_score": [ "culture_basilic_places" ], "territory_mobility_signal": [ "rpc_carpooling_trips" ], "territory_readiness_score": [ "insee_bpe_2024" ], "territory_story_proof": [ "culture_merimee_monuments" ], "tourism_demand_context": [ "openagenda_public_events" ], "tourism_service_density": [ "insee_bpe_2024" ], "visitor_context_signal": [ "culture_basilic_places" ], "wine_event_signal": [ "openagenda_public_events" ], "wine_market_pressure_score": [ "franceagrimer_campagne_viticulture" ] }, "publication_caveat": "Radar source : les URLs et licences doivent etre reverifiees avant ingestion, redistribution ou publication de KPI." }