{ "ok": true, "generated_at": "2026-07-06T18:01:14+00:00", "source_key": "insee_tourism_occupancy", "source_mode": "zip", "summary": "Source Insee HVD pour suivre la frequentation des hebergements touristiques : nuitées, arrivées et taux d occupation selon frequence et type d hebergement.", "producer": "Institut national de la statistique et des études économiques (Insee)", "official_url": "https://www.data.gouv.fr/datasets/frequentation-des-hebergements-touristiques", "metadata_last_update": "2026-06-30T00:14:59.160000+00:00", "resources": [ { "title": "Fréquentation des hébergements touristiques ", "format": "text/csv", "url": "https://api.insee.fr/melodi/file/DS_TOUR_FREQ/DS_TOUR_FREQ_CSV_FR", "latest": "https://www.data.gouv.fr/api/1/datasets/r/1129fd80-2564-452c-86d4-9e36e7cca4a5", "filesize": 0 } ], "zip_manifest": [ { "name": "DS_TOUR_FREQ_metadata.csv", "size_bytes": 22014 }, { "name": "DS_TOUR_FREQ_data.csv", "size_bytes": 18500250 } ], "kpis": { "resource_count": 1, "zip_available": 1, "zip_size_bytes": 1402487, "zip_file_count": 2, "sampled_rows": 20, "sample_measure_count": 1, "sample_activity_count": 1, "sample_geo_level_count": 2, "sample_latest_period": "2026-01" }, "copy_blocks": { "tourism_demand_signal": { "label": "Signal demande touristique", "text": "La frequentation Insee des hebergements touristiques ajoute un signal officiel de demande touristique pour contextualiser les territoires viticoles : nuitées, arrivées et occupation doivent etre rapprochées de l offre vin sans etre presentees comme frequentation oenotouristique directe." } }, "caveat": "Frequentation hebergements touristiques : indicateur de demande touristique generale, pas attribution au vin. Les niveaux geographiques et secrets statistiques doivent etre conserves avant comparaison territoire.", "next_action": "Normaliser DS_TOUR_FREQ_data.csv puis isoler les niveaux geo utilisables pour comparer demande touristique, capacite d accueil et offre oenotouristique.", "sample_rows": [ { "GEO": "FM", "GEO_OBJECT": "FRANCE", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "3", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2026-01", "OBS_VALUE": "1684" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2018-03", "OBS_VALUE": "494" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2018-02", "OBS_VALUE": "295" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2018-01", "OBS_VALUE": "266" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-12", "OBS_VALUE": "283" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-11", "OBS_VALUE": "314" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-10", "OBS_VALUE": "669" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-09", "OBS_VALUE": "1039" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-08", "OBS_VALUE": "1418" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-07", "OBS_VALUE": "1395" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-06", "OBS_VALUE": "1058" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-05", "OBS_VALUE": "815" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-04", "OBS_VALUE": "744" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-03", "OBS_VALUE": "414" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-02", "OBS_VALUE": "269" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2017-01", "OBS_VALUE": "255" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2016-12", "OBS_VALUE": "266" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2016-11", "OBS_VALUE": "277" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2016-10", "OBS_VALUE": "590" }, { "GEO": "93", "GEO_OBJECT": "REG", "FREQ": "M", "SEASONALITY": "_Z", "ACTIVITY": "I551", "EQUIP": "_Z", "TOUR_RESID": "1_X_250", "HOTEL_STA": "_T", "UNIT_LOC_RANKING": "_T", "TOUR_MEASURE": "NIGHT_SPENT", "UNIT_MEASURE": "NR", "UNIT_MULT": "3", "DECIMALS": "0", "OBS_STATUS": "A", "OBS_STATUS_FR": "D", "CONF_STATUS": "F", "TIME_PERIOD": "2016-09", "OBS_VALUE": "970" } ], "copy_markdown": "# Insee Tourism Occupancy Pack\n\nSource Insee HVD pour suivre la frequentation des hebergements touristiques : nuitées, arrivées et taux d occupation selon frequence et type d hebergement.\n\n## KPI\n- `resource_count` : 1\n- `zip_available` : 1\n- `zip_size_bytes` : 1402487\n- `zip_file_count` : 2\n- `sampled_rows` : 20\n- `sample_measure_count` : 1\n- `sample_activity_count` : 1\n- `sample_geo_level_count` : 2\n- `sample_latest_period` : 2026-01\n\n## Fichiers ZIP\n- `DS_TOUR_FREQ_metadata.csv` : 22014 octets\n- `DS_TOUR_FREQ_data.csv` : 18500250 octets\n\n## Bloc copiable\nLa frequentation Insee des hebergements touristiques ajoute un signal officiel de demande touristique pour contextualiser les territoires viticoles : nuitées, arrivées et occupation doivent etre rapprochées de l offre vin sans etre presentees comme frequentation oenotouristique directe.\n\n## Caveat\nFrequentation hebergements touristiques : indicateur de demande touristique generale, pas attribution au vin. Les niveaux geographiques et secrets statistiques doivent etre conserves avant comparaison territoire.\n" }