Please note that it is a free demo dataset representing december 2023 data

For more up-to-date data and for more French territories, please check our others products

Our Data overview

Data represent the population distribution according to overnight stay or usual activity zone calculated over the last 14 days

Data are aggregated by region and by typical days of the month for december 2023

The dataset includes all areas from Southwest French metropolis: Bordeaux metropolis, Toulouse metropolis and Montpellier Mediterrane metropolis

Areas are based on the regroupment of French IRIS  statistical areas  

Our Metadata

Our usescases

• Study the usual occupation of the territory to size your activities: Analyze population density and movement patterns to optimize the allocation of resources and services
• Create an up-to-date observatory of the French territory: Develop a comprehensive and current overview of population dynamics and mobility trends
• Determine how the population is distributed according to nationality or departmental origin: Understand demographic distributions to tailor services and policies effectively
• Deploy your service where the demand is more concentrated: Identify high-demand areas to strategically position your services for maximum impact
• Measure usual flow patterns: Track regular movement patterns to improve infrastructure planning and service delivery
• Analyze passenger flows between domicile and work areas: Examine commuting trends to enhance transportation networks and reduce congestion  

Our delivered files

• File 1 Population_UsualActivityArea.csv

• File 2 Population_UsualOvernightArea.csv

• File 3 Population_UsualActivityArea-UsualOvernightArea.csv

• File 4 Population_DailyAttendance.csv

• File 5 Population_1hAttendance.csv

• File 6 Population_DailyResidenceArea.csv

  Our data dictionary ---

• Period: Period of study: year and month format yyyymm
• Weekday: Day of the week: Monday, Tuesday...
• Hour: Hourly timeslot
• Zone: Name or id of the area of study
• Type: Type of visitor National International
• Nationality: Name of country of origin for international visitors, based on nationality of the SIM card
• Volume: Average volume of population mainly observed in the area by weekday for the specified period
• Volume by activity area: Average volume of population mainly observed in the usual activity area, by weekday for the specified period
• Volume by overnight area: Average volume of population mainly observed in the usual overnight area, by weekday for the specified period
• Volume by origin: Volume of national population mainly observed in the area between 8am and 10pm and distributed by origin, by weekday for the specified period
• UsualActivityArea: Usual place of stay during the day between 9am and 5pm over the past two weeks
• UsualOvernightArea: Usual place of stay during the night between 12am and 6am over the past two weeks  

Our company:

Orange Business , the enterprise division of the Orange Group, is a leading network and digital integrator, supporting customers to create positive impact and digital business. Our priority is to help you focus on what matters most: the performance of your business. The combined strength of our next-generation connectivity, cloud, and cybersecurity expertise, platforms, and partners provides the foundation for enterprises around the world. To ensure you reap all the benefits of the cloud, including 24/7 availability, performance, and security of your most critical applications across all continents, we leverage the expertise embedded in our DNA as a telecom operator and cloud service provider