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I am looking for a causality dataset that would look like this:

animal + car -> accident
speeding -> traffic ticket
tomatoes + lettuce -> salad
virus -> illness
tooth decay -> dentist

Does this already exists?

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I doubt anything so general exists. The closest I can think of would be to exploit resources which exist in the medical domain, in particular https://semrep.nlm.nih.gov/

Also try asking on https://opendata.stackexchange.com/

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