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Data providers

Esri works with the data providers described below.


Data: Netherlands—Advanced Demographics

4orange has been collecting data from Dutch consumers since 1991 and specializes in marketing efficiency and marketing infrastructure. 4orange supports its customers in realizing a significantly higher return on (marketing) investment by applying customer knowledge on a strategic level and using personal communication. The information 4orange collects goes beyond sociodemographic characteristics. It includes information about consumers regarding life stage, family composition, and personal interests. This information is primarily used to enrich data so that customers can create a better picture of their own customers and target prospects more effectively.

AIS Group

Data: Spain—Advanced Demographics

Aplicaciones de Inteligencia Artificial, SA (AIS) is a strategic, financial, and technological consultancy with operations at an international level. Its speciality is creating support systems for decision-making based on statistical modeling (forecasting) and mathematics (optimization).

AIS business is structured around three main areas. First, it specializes in the integrated management of credit risk, ranging from customized ratings and measurements to the implementation of comprehensive risk models and complete Basel III projects, as well as the development of expert systems for recovery departments dealing with bad debt recovery.

Second, AIS is a specialist in marketing analytics, providing the most reliable and advanced models for clients to achieve greater business impact. AIS works in fields such as market research, targeting, customer intelligence, marketing analytics, propensity and abandonment models, characterization of points of sale, and so on. Almost all solutions aimed at marketing personnel have the Habits typology as a common basis, which was created by the company.

Finally, AIS works with planning, logistics, and distribution departments to optimize production and demand forecast.

AIS has its headquarters in Barcelona as well as branches in Buenos Aires, Mexico City, Santiago de Chile, Bogotá, and Lisbon, working in more than 20 countries worldwide.

Applied Geographic Solutions

Data: United States—Crime data

Applied Geographic Solutions, Inc. (AGS) is a leading supplier of demographic and marketing databases. AGS brings a unique approach to the delivery of demographic and industry-specific data to help companies make the most accurate, timely, and cost-effective market decisions. AGS is committed to continuing to give companies the power to make smarter market decisions by delivering a combination of data quality, proven methodologies, greater market coverage, rapid data access, support, and value.

Australian Bureau of Statistics (ABS)

Data: Australia—Advanced Demographics

Australian Bureau of Statistics (ABS) is Australia's national statistical agency and an official source of independent, reliable information. ABS brings life and meaning to numbers in support of Australia, its economy, and its people.

Data Axle

Data: United States and Canada—Business Locations

Data Axle (formerly known as Infogroup) is the leading provider of business data and marketing solutions that increase customer acquisition and retention.

Environics Analytics

Data: Canada—Advanced Demographics

The leading marketing and analytical services company in Canada, Environics Analytics (EA) helps customers turn data and analytics into insight, strategy, and results. EA offers the full range of analytical services—from data supplier to strategic consultancy—and provides over-the-counter reports, purpose-built software-as-a-service, and a variety of modeling approaches. Its team of quantitative marketers, modelers, and geographers help organizations identify their business challenges, develop data-driven solutions, and achieve success in their analytics.


Data: United States—Advanced Demographics

Led by chief demographer Kyle R. Cassal, Esri's data development team has a 35-year history in market intelligence. The team's economists, statisticians, demographers, geographers, and analysts produce independent small-area demographic and socioeconomic estimates and forecasts for the United States. The team develops exclusive demographic models and methodologies to create market-proven datasets, many of which are industry benchmarks, such as Tapestry Segmentation, Consumer Spending, Market Potential, and annual Updated Demographics. Esri Demographics can be used in the ArcGIS platform through dynamic web maps, data enrichment, reports, and infographics.

Esri France

Data: France—Advanced Demographics

Created in 1988, Esri France is the exclusive distributor and official representative of Esri in France as well as in 10 French-speaking countries.

With the most advanced GIS solutions available, EsriFrance assists organizations and companies in their efforts to optimize the use of spatial dimension in their organization.

Esri France's eight regional agencies and training centers are available to beginners as well as experienced users. Each year the company organizes the Esri French Speaking Conference, which is attended by more than 2,800 geomatics and cartography professionals.

With a staff of 200, Esri France also relies on a network of specialized, close, and qualified partners.

Esri Japan

Data: Japan—Advanced Demographics

Esri Thailand

Data: Thailand—Advanced Demographics

Kalibrate (Market Planning Solutions Inc)

Data: United States—Traffic Counts

Kalibrate TrafficMetrix is the single source for consistent and readily available global traffic count intelligence. It is the most complete commercially available traffic count database of annual daily traffic counts. From metropolitan six-lane freeways to the smallest two-lane rural roads, it continuously updates the accuracy of its traffic count intelligence.

Michael Bauer Research GmbH

Data: 135 countries—Standard Demographics

Michael Bauer Research GmbH (MB-Research) provides global coverage of detailed and high-quality regional market data and boundaries for national and international analysis.

Michael Bauer Research GmbH, located in Nuremberg, Germany, has been operating since January 2004 and specializes in internationally comparable regional market data and compatible boundaries worldwide on administrative levels, ZIP or postal areas, and microgeographical levels. Standard products of MB-Research are the MB-Research Purchasing Power (disposable household income), Sociodemographic Data, Consumer Spending by Product groups, Retail Data, and the MB-Research Consumer Styles.

MB-Research offers quantitative and qualitative market research studies (for example, online surveys, CATI surveys, and in-depth-interviews).

The products of MB-Research are used by national and international companies and in various sectors, including retail chains, retail service companies, real estate companies, the automobile and banking industry, consumer goods, capital goods, manufacturers, and service providers.


Data: United States—Market Potential

MRI-Simmons provides marketers with a reliable and comprehensive view of the consumer and media marketplaces.

In addition to supplying the ratings data for almost all national print campaigns in the country, MRI-Simmons' Survey of the American Consumer produces the country's largest and most current database of consumer behavior, media usage, and consumer motivations. The survey is an encyclopedic repository of consumer insight.

National Institute of Statistics and Geography (INEGI)

Data: Mexico—Advanced Demographics

The data source for this dataset is the Population and Housing Census 2020 carried out by the National Institute of Statistics and Geography (INEGI) to obtain information, count the population living in Mexico and understand their main demographic, socioeconomic and cultural characteristics.

The INEGI is an autonomous public body responsible for regulating and coordinating the National System of Statistical and Geographical Information, as well as for collecting and disseminating information about Mexico in terms of territory, resources, population and economy, making it possible to know the characteristics of the country, and help in the decision making process. The INEGI is distinguished by being a state-of-the-art institution that responds to international standards in the generation of statistical and geographical information and offers statistical and geographical information that can be consulted and downloaded. The data has great thematic diversity and different levels of disaggregation.


Data: Germany—Advanced Demographics

As a market leader in geomarketing, one of Nexiga GmbH's primary goals is to describe markets and target groups throughout Germany, accurate to house level and true to reality. Nexiga has worked for companies in many different industries for more than 30 years and finds the right solutions to both general issues and specific questions for them.

True to its philosophy of next-level geomarketing, Nexiga is one of the few providers in Germany to offer all the components required for successful geomarketing from one source, with the LOCAL trademark packages providing data, software systems, and individual analyses.


Data: United States Business Locations

SafeGraph helps customers understand physical places. SafeGraph is exclusively a data company and provides the most accurate dataset of U.S. commercial POIs and their visitors.