For the past five years, we’ve worked tirelessly to build points of interest (POI) data for places that data scientists care about. This started as places where people spent time or money in the US, and has since expanded to include industrial locations, apartment complexes, and ATMs in the US, Canada, and UK. But this month, we are proud to announce SafeGraph is launching a massive effort to expand its global POI dataset.
Introducing: SafeGraph Global Brands. Global Brands provides every column and attribute from SafeGraph Core Places, for any brand anywhere in the world. As of September 2021, Global Brands includes over 380 brands in 188 countries - and we are only getting started.
We first built Core Places data in the US because we tried to build a different dataset that required POI data, and we couldn’t find a reliable source. Once we fulfilled that need in the US, Canada, and UK, we decided to set our sights on the entire world.
The world is continuing to globalize and more and more organizations need to make strategic decisions about where to invest their time, money and resources both domestically in the US, as well as abroad. For example, if you are a large retailer or restaurant chain, you are investing in many different geographies globally. And it’s important to have a global strategy backed by reliable data.
However, POI data can vary greatly from country to country with respect to its availability and level of quality. Each individual country may have a local vendor for POI data, but aggregating or stitching them together can be a very difficult and time consuming task for a data science team. Add in powering models with differing data schemas, and analyzing global places becomes a major endeavor.
Global Brands data enables users to easily compare and contrast markets with confidence. With one data schema for all worldwide POIs, Global Brands drastically reduces time spent preparing and cleaning data for analytics and ingestion into data science models. SafeGraph’s proven methodology for building POI data now delivers the accuracy, precision, and freshness required for reliable analytics at a global scale.
“We are thrilled to launch the Global Brands dataset and bring these highly sought-after POIs to the market. Data scientists from large corporations, small organizations, and academic institutions alike have been asking for a truly global POI dataset, and we’re committed to continuously increasing our coverage to help power their analytics.”
- Stu Kendall, Head of Product Marketing
Global Brands data includes attributes on each branded POI including:
And more - view the full schema here.
See for yourself how Global Brands can be visualized for deeper geospatial analytics:
While we’ve expanded globally, we’ve maintained our fierce commitment to quality and transparency. SafeGraph data has a 95+% brand recall verified with first-party data, and we always share our schema publicly at docs.safegraph.com.
To start leveraging global POI data in your analytics, download a sample CSV of 1,000 rows of data. And make sure to sign up for our launch event on October 20th where we’ll walk through our global strategy and the technical details of our Global Brands dataset, as well as best practices for operationalizing global data.
Want to dive deeper? Reach out for a free consultation with our data experts to see how Global Brands data can transform your organization.