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19,187 dog and cat owners across 10 countries participated in the International Survey of Pet Owners and Veterinarians. A model-based clustering approach identified two distinct owner types for dogs and three for cats, revealing subgroups with varying emotional bonds and spending behaviors. The data-driven analysis, authored by Danny Maupin and last updated in May 2026, highlights heterogeneity in human-animal relationships.
Data is shared under a CC-BY-4.0 license. The primary data is embedded within a PDF report, requiring extraction for quantitative analysis.