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data quality

Presenting the IAB Location-Based Marketing Playbook for Retailers

It’s a pleasure to share the IAB’s Location-Based Marketing Playbook for Retailers, developed by the IAB Mobile Location Working Group with contributions from Factual, Google, Foursquare, The Weather Company and more. Alongside other members of the mobile advertising ecosystem, this report helps retail marketers leverage mobile location data to better serve customers. Location, as you know,...

Data Pipeline Performance

If data scientists had their way, we would buy petabytes of memory and never think about IO performance or serialization ever again. Such is the influence of accountants, however, that few companies have realized this otherwise brilliant strategy; instead, whether the workflow is written in Hadoop or in bash, it usually amounts to “stream data in,...

Battling Fake Data

Everyone from the president to Facebook claims to be battling fake news. I am engaged in a war against fake data. In today’s environment, energy geared in this direction feels vital. “Post-truth” was Oxford Dictionaries 2016 word of the year. The Washington Post subsequently stated plainly “It’s official: Truth is dead. Facts are passe.” Farhad Manjoo...

Expanding and Enriching Global Places with New Countries and Categories

We are expanding our country coverage in our Global Places™ data with the addition of two new countries - Saudi Arabia and United Arab Emirates. We are also expanding our taxonomy with the release of ten new place categories. New Countries The addition of Saudi Arabia and United Arab Emirates to our Global Places™ data brings...

Changes to our Places Data - 2016 in Review

A new year means new changes to our Global Places data. Last year, we surpassed over 100MM local business listings and points of interests in 50 countries to power our superior mobile location products. To show how frequently businesses can open or close each quarter, we analyzed the changes to that data. Globally, we’ve added 35.43MM...