Do you
have a
dream dog ?
Friendly to people ?















Easy to train ?
















Long, soft fur ?








This sounds like a
Golden Retriever!
But...
Based on what owners told us...

What are the chances
you'll find this dream dog
going solely by breed?

We looked at...

Personality traits:
32% of Golden Retrievers
were described as both friendly and easy to train

Breed-defining traits:
43% of Golden Retrievers
were described as having long, soft coats
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Personality traits
Breed-defining traits

Every dog is an individual

How reliable are the behavioral traits we look for in dog breeds?

Select the features of a dog’s personality below
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info How comfortable a dog is around people, especially if unfamiliar to them.

Human Sociability

info How easily stimulated a dog is in multiple situations, both in activity level and impulse control.

Arousal Level

info How much a dog displays motor patterns (e.g. grab-bite, chase), particularly towards toys.

Toy-directed

info How readily a dog responds to human direction, especially in the context of training.

Biddability

info How easily a dog is provoked by a frightening, uncomfortable, or annoying stimulus.

Agonistic Threshold

info How comfortable a dog is around other dogs.

Dog Sociability

info How interactive a dog is with its familiar, daily environment.

Environmental Engagement

info How readily a dog solicits human contact and closeness.

Proximity Seeking

You selected a dog...

How common is a dog like this among...

Mixed breed dogs

Breed dogs

About

The Project: Darwin’s Ark

The Team: A collaboration between Karlsson and Colubri Labs

The data: derived from behaviour surveys on 18,371 dogs, storaged on Dryad at DOI

The Science paper: Morrill et al. 2022

The source code: GitHub repository

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