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Wave 4 Consumer Pulse Survey

The dunnhumby Consumer Pulse Study surveyed over 27,000 respondents in 21 countries across a multi-phased study to measure the impact of COVID-19 on customer attitudes and behavior.

The latest insights from our experts around the world

Why you need a demand model
AI: three breakout applications for consumer brands
Understanding the why: Causal AI and its value for retail
customer first data science analytics & machine learning services
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