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Hauts-de-France region : mapping of the territory’s equipment levels

10h11 and the Hauts-de-france region worked on a project to map the equipment levels of the territories.

This work and understanding tool is based on a quick comparison of indicators divided into categories and subcategories.

5 categories to understand the equipment

In order to create this comparison, we used several Opendata data sets from which we extracted the following indicators :

 

1- Cadre de vie

> Restaurants : Nombre de restaurants par 100 habitants

> Zones de sport : Nombre de Salles spécialisées, Salles de combat, Salles non spécialisées, Salles de remise en forme, Salles multisports (gymnase) par 100 habitants

> Natation : Nombre de Bassin de natation, Sports nautiques, Baignade aménagée par 1000 habitants

> Jeux : Nombre de Boulodrome, Tennis, Athlétisme, Terrain de golf, Sports de glace, Plateaux et terrains de jeux extérieurs, Terrain de grands jeux, Bowling par 100 habitants

> Cyclisme : Nombre d’équipements de cyclisme, Roller-Skate-Vélo bicross ou freestyle par 1000 habitants

> Sports de nature : Nombre de Domaine skiable, Centre équestre, Parcours sportif/santé, Boucle de randonnée par 100 habitants

> Spectacles : Nombre de salles de théâtre et cinéma par 1000 habitants

> Culture : Nombre de Musées et Conservatoire par 1000 habitants

> Hébergements : Nombre de chambres dans les hôtels, d’emplacements de camping, de places lit dans les Villages vacances – Maisons familiales, de places lit dans les résidences de tourisme et hébergements assimilés, de places lit dans les auberges de jeunesse – Centres internationaux de séjour et centres sportifs par 0.1 km²

1- Living environment

> Restaurants: Number of restaurants per 100 inhabitants

> Sports areas: Number of specialized rooms, combat rooms, non-specialized rooms, fitness rooms, multisports rooms (gymnasium) per 100 inhabitants

> Swimming: Number of swimming pools, Water sports, Swimming facilities per 1000 inhabitants

> Games: Number of Boulodrome, Tennis, Athletics, Golf course, Ice sports, Plateaux and outdoor playgrounds, Large playground, Bowling per 100 inhabitants

> Cycling: Number of cycling, Roller-Skate-Bicycle or freestyle equipment per 1000 inhabitants

> Nature sports: Number of ski areas, Equestrian centre, Sports/health trail, Hiking loop per 100 inhabitants

> Shows: Number of theatres and cinemas per 1000 inhabitants

> Culture: Number of Museums and Conservatories per 1000 inhabitants

> Accommodation : Number of rooms in hotels, camping sites, bed places in holiday villages – Family homes, bed places in tourist residences and similar accommodation, bed places in youth hostels – International Residential Centres and Sports Centres per 0.1 km²

 

2 – Shops

> Non-specialised stores: number of supermarkets and hypermarkets per 1000 inhabitants

> Local food shops: Number of local shops and food services (bakeries, butcher’s shops, delicatessens, fish shops, mini-markets, groceries, frozen products) per 1000 inhabitants

> Do-it-yourself & Home: Number of Laundromats, Laundromats, DIY Stores, Appliances Stores, Audio Videos, Furniture Stores, Home Equipment Stores, Wall and Floor Coverings Stores, Hardware Drug Stores, DIY Hardware Stores per 100 inhabitants

> Fashion and sport: Number of clothing stores, shoe stores, sports and leisure stores, perfumeries, watches, jewellery, optical stores per 100 inhabitants

> Press: Number of Bookshops, stationery stores, newspapers per 1000 inhabitants

> Florists..: Number of Florists per 100 inhabitants 

 

3 – Teaching

> Educational structures: Number of secondary schools, nursery schools, elementary schools, scattered RPI (nursery and elementary), general and/or techno high schools, vocational high schools, agricultural technical and/or vocational high schools, SGT, SEP, STS CPGE, health training, business training, other non-university postgraduate training, UFR, university institute, engineering school, private general higher education, agricultural higher education schools, other higher education, apprenticeship training centre (excluding agriculture), GRETA, centre providing agricultural continuing training, sports training, centre providing agricultural apprenticeship training, other continuing training per 100 inhabitants

> Pre-elementary classes: Percentage of elementary schools with at least one pre-elementary class

> RPI: Percentage of structures in organization RPI concentrated

> Public: Percentage of structures belonging to the public education sector

> Priority education: Percentage of structures belonging to a priority education system

> Canteen: Percentage of facilities with at least one canteen

 

4 – Health

> Health structures: number of short-stay health facilities, medium-stay health facilities, long-term health facilities, long-term health facilities, psychiatric facilities with accommodation, cancer control centres, emergencies, maternity units, health centres, outpatient psychiatric facilities, preventive medicine centres, dialysis, home hospitalisation, multidisciplinary health centres, laboratories for medical analysis and biology, blood transfusion, thermal facilities per 1000 inhabitants

> Doctors: number of General Practitioners, Cardiology Specialist, Venereal Dermatology Specialist, Medical Gynecology Specialist, Gynecology Obstetrics Specialist, Gastroenterology Specialist, Psychiatry Specialist, Ophthalmology Specialist, Ear, Nose and Throat Specialist, Pediatric Specialist, Respiratory Specialist, Spec. in radiodiagnostics and medical imaging, Specialist in stomatology, Dentist, Dentist, Midwife, Nurse, Physiotherapist, Speech therapist, Speech therapist, Speech therapist, Speech therapist, Pedicure-podologist, Audioprosthetist, Occupational therapist, Psychomotor therapist, MRE manipulator per 100 inhabitants

> Pharmacies: number of pharmacies per 1000 inhabitants

> Elderly people: number of structures of Elderly people (accommodation, home care, support services, hostels, restaurants, meals-on-wheels services) per 100 inhabitants

> Disability: number of structures Children and adults with disabilities (accommodation, home care, services) per 100 inhabitants

> Veterinarian: number of Veterinarians per 100 inhabitants

 

5 – Services

> Childcare: Number of preschool childcare facilities per 1000 inhabitants

> Justice: Number of justice structures (Police, gendarmerie, Court of Appeal, High Court, District Court, Labour Court, Commercial Court), House of Justice and Law, Antenna of Justice per 1000 inhabitants

> Public services: Number of specialized networks Pôle Emploi, Direction Générale des Finances Publiques, Direction Régionale des Finances Publiques, Direction Départementale des Finances Publiques, Réseau de proximité Pôle Emploi, Réseau partenarial Pôle Emploi, Banque, Caisse d’Epargne, Bureau de poste, Relais poste, Agence postale, Agence de travail temporaire, Information touristique par 100 habitants

> Car: Number of car and agricultural equipment repairs, car roadworthiness tests, light car rental, driving school, petrol station per 100 inhabitants

> House: Number of Masons, Painters, Carpenters, Carpenters, Locksmiths, Plumbers, Roofers, Heaters, Electricians, General Building Contractors, Real Estate Agency per 100 inhabitants

> Beauty: Number of hairstyles and beauty treatments per 100 inhabitants

Optimized visualization on 2 panels

The large number of indicators allows for a wealth of information, but this large number hinders the readability of the data. To overcome this problem, we propose an operation to filter and organize the indicators visually: a double visualization of the data. The first is a cartographic visualization and the second is a radar vision that allows a comparison of each city with the Metropolis of Lille, the department and the region. The map background of the map comes from Mapbox. The mapping interface is developed under the Leaflet framework.

The tool allows several zoom levels :

> Region (Hauts-de-France)

> Department (North)

> Metropolis of Lille

> City (all 85 municipalities in the Lille Metropolitan Area)

This tool helps and facilitates decision-making and makes it possible to make a quick and efficient inventory of the various facilities in a territory at different scales.

Feel free to visit the website of this project (http://hautsdefrance.10h11.xyz/)

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