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Quality data delivered how you want it.
Huq’s specialist research-grade geo-data provides a unique view of the relationships between people and places, and how that changes over time. Our market-leading dataset is the only resource you can trust to support the fundamental market insights you need.
If you are using our geo-data to train and build predictive models, we can deliver event-level data to you on a daily basis. If you want to focus on specific questions, use our preloaded Google BigQuery solution to get started in minutes.
Tell stories
Start querying in minutes with Huq's data pre-loaded into a Google BigQuery instance.
Build models
Access event-level geo-data to train models using 73 attributes and over 3.5 years of history.
Build models
Quality geo-data for clear modelled outcomes.
Our daily JSON file-dumps to GCS or S3 buckets allow quant analysts to incorporate Huq’s geo-data directly into their prediction models and implement their own proprietary logic.
Huq’s dataset values are regular and consistent, with high panel stability. Our built-in FiGi mappings to over 400 securities reduce integration time and model training complexity.
Build models with our geo-data
Our geo-data helps systematic and quant investors find clarity in predictive outcomes. Our focus on measurement accuracy strips away the noise leaving you with a nuanced and expressive view of footfall that is proven to correlate with fundamental reporting data.
73 attributes
Diverse and uncorrelated event attributes help to support normalisation and to find relationships within the data.
400+ tickers mapped
Publicly-traded trading brands are mapped to their listed parent organisation, which have been assigned to OpenFiGi and ISIN.
A trusted dataset
Our proven geo-data products are relied upon by investment funds with over USD100Bn in assets under management.
High panel stability
The lifetime of our panelists is 3 times longer than the average lifetime of a mobile app user thanks to our careful partner selection process.
98 industries
Our data measures geo-spatial and physical interaction behaviour across 98 consumer and industrial categories.
Updated daily
Our geo-data can be delivered as frequently as meets your needs with a minimum daily cadence, 48 hours in arrears.
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Tell stories
Lightning-fast access to fine-grained insights.
Huq’s geo-data goes beyond just simple location histories to claim the places and things that consumers do in real life. Our 73 event attribute dimensions and high event density enable you to find trends today – rather than spending time preparing the data.
Our analysis-ready geo-data is shipped via pre-loaded BigQuery projects, so there’s no setup or optimisation requirement. Get started in minutes.
Insights that tell powerful stories
Find answers that validate hypotheses based on real-world consumer behaviour using our highly accurate geo-data products. Our pre-loaded private BigQuery project instances require no setup, so start finding answers to problems today.
6Bn events / mo
Our high-density native mobile measurement SDK can generate up to thousands of events per device every day.
GDPR compliant
All of our data collection and processing infrastructure is designed to conform to local data privacy legislation.
Ready to use
Our powerful and proprietary enrichment methodology assigns consumer place visits to points of interest with total confidence.
BigQuery access
Our geo-data products can be pre-loaded into private BigQuery project instances for lightning-fast querying and zero setup requirement.
Standardised data
All of our dataset attributes are standardised for ease of use and to help you quickly build the most reliable aggregations.
Global coverage
We offer over 3.5 years of dataset history across countries worldwide, with a key focus on North America and Europe.
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