Using Demographics to Augment Location Data

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What are Demographics?

Demography is the science of vital and social statistics, especially with reference to population size, density, fertility, mortality, growth rate, age distribution, and migration. Demographics then are the data points resulting from the science of demography. Demographics are used in a variety of applications in both the public and private sectors.

What is location data used for?

Location data is collected from smartphones and other devices to help businesses, governments, and other organizations plan initiatives more strategically and make better decisions for growth. Location data analysis pinpoints people’s location and sheds new light on behavioral changes and neighborhood demographics. Augmented with demographic data, or data from real estate, the retail sector, healthcare and other industries, location data helps drive reliable, informed decision-making.

Who uses demographics to augment location data and what for?

When demographic data is used to complement location data, the result is powerful insights and improved decision-making for the public sector, as well as private organizations in health, commercial real estate investment, retail and many other industries.

In each case, the user is seeking to understand how to execute investments, plans, and processes that are reliant on population density and/or the movement of people through different locations and areas.

Here's a little more about how different groups of people use demographics and location data together:

CRE Investors

CRE investors can use census demographic data to augment location data in many different ways. For example, to research areas with increasing foot traffic and accurately measure population and income flow. This helps to identify investment and development opportunities. Our research report on Emerging Areas in SE Florida specifically examines 8 counties to find desirable investment and development opportunities.

CRE investors use demographics with location data in order to better understand other data, such as current lease rates, or projected sales.

Retailers and Restaurateurs

Retailers and restaurateurs typically use demographics to augment location data in order to determine ideal sites for new locations, for geo-marketing, and to help determine staffing levels for various locations and shifts.

Retailers and restaurateurs are highly sensitive to changes in local consumer population and mobility. So, when COVID started, it was not a surprise to see both industries suffer a spate of closures and bankruptcies.

That said, there is a ripple effect happening where People with Money are moving from one place to another. This is creating new economic power in traditionally less wealthy counties.

The movements of People with Money in 2020 ignited boomtowns all over the US. That’s an opportunity smart retailers and restaurateurs can capitalize on.  

CIOs and Data Scientists

Chief Information Officers and Data Scientists use demographics to augment location data in a broad range of use cases based on industry and specific objectives. One example is to add new depth to a given project by connecting to different demographic and location data sets across any given country, state, city, and neighborhood.

This can be useful to track things like human mobility, emerging areas, population migration patterns, and to probe insights already connected to the American Community Survey. It's also used to assess and benchmark logistics performance and advise automation controls and processes in several industries. 

CIOs and Data Scientists use demographics along with location data in order to scale the breadth and depth of their vision into an industry, market, or problem  -- it’s a powerful tool in the chest.

Public Sector

Perhaps the most obvious use case, the public sector and government rely heavily on data from demographics, location and other sources in order to plan and execute projects. Some of the more common use cases include: 

  • Planning and operations for public transit
  • Real estate acquisition and development
  • Maintenance and security
  • Location planning for essential services
  • Urban land use classification
When augmenting location data, demographics can help public sector planners and engineers to optimize infrastructure in order to meet evolving population density and foot traffic models.

Journalists and Media

Journalists and the media use demographics with location data in order to dig deeper and faster. For example, a local journalist can find an angle on the bigger picture by using visualization tools to provide a picture of foot traffic and encounter density around key locations on their beat. 

Covering an urban exodus at the state level, or a local small town boom? Select an  address to start, then measure and visualize foot traffic and population flow. You can even determine changes in total net income right down to the neighborhood level.

For journalists seeking an edge, emerging data is pure storytelling gold.

What do demographics and location data tell us about how big cities will recover?

No major urban center is impervious to the negative effects of the COVID-19 pandemic. Foot traffic in big cities everywhere is down dramatically. Although a few anomalies of resilience exist and a small handful of retail brands have found footing in big cities, the trendlines for foot traffic, migration patterns, and income flow, are negative in most big US cities.

The most probable path ahead for the lion’s share of big cities is a shift in the local market. Trending will be towards lower-priced retail options, a decrease in rent for CRE leaseholders, and a shift of buying power.

Frequently Asked Questions

Discover how analyzing real-world movement patterns can reveal valuable trends in customer behavior, optimize business operations, and enhance strategic decision-making.

What is site selection and why is it important?

Site selection is the strategic process by which businesses identify, evaluate, and choose optimal locations for their operations. This process is paramount as the location of a business directly influences factors such as accessibility, visibility, profitability, and market longevity. For retailers, the right site can mean higher customer footfall and increased sales. In real estate, a well-selected site can promise lucrative returns on investment and tenant stability. Financial service firms leverage site selection to position their branches or ATMs in high-demand areas. Essentially, site selection plays a pivotal role in ensuring the success and growth of a business by aligning its physical presence with market opportunities and demands.

How does location intelligence enhance site selection?

Location intelligence refers to the harnessing of geospatial data to derive actionable insights, which can significantly enhance the site selection process. By analyzing data like consumer demographics, foot traffic patterns, competitor locations, trade area data, and more, businesses can make more informed decisions about where to establish or expand their operations. Location intelligence allows for a deeper understanding of market dynamics, revealing hidden opportunities or potential pitfalls. For instance, retailers can identify gaps in the market, real estate professionals can forecast property value trends, and financial service providers can assess areas with high customer demand. Advanced tools, like those offered by Unacast, further refine these insights by leveraging AI and machine learning, enabling more precise and timely decision-making.

What challenges do businesses face in the site selection process?

Unacast provides invaluable support to businesses during the site selection process through its advanced location data and analytics software, all powered and refined by Artificial Intelligence and Machine Learning technologies. The company offers a suite of products designed to deliver accurate, actionable, and comprehensive location intelligence. This data proves crucial for businesses looking to understand consumer behavior, analyze traffic patterns, evaluate competitor locations, and much more. With Unacast’s robust tools, businesses in retail, real estate, and financial services can derive insightful information necessary for making strategic, informed site selection decisions. The platform not only provides reliable data but also ensures it is readily actionable for businesses, whether they are looking to open a new store, invest in property, or expand their financial services to new locations.

What types of location data are crucial for informed site selection?

Demographic data offers insights into the age, income, and lifestyle of people in a particular area, helping businesses understand their potential customer base. Foot traffic data provides information on the number of people visiting a location, which is crucial for retailers to estimate the store's potential popularity and for real estate professionals to assess an area's vibrancy and demand. Geographic Information System (GIS) data helps in visualizing and analyzing geographical details, supporting companies in identifying accessible and strategically located sites. Understanding the proximity to competitors, accessibility, and the socio-economic profile of the surrounding areas is also vital. Unacast’s platform aggregates and analyzes these various data types, providing a holistic view that significantly empowers businesses in their site selection endeavors.

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