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Causal discovery using proxy variables

Dataset for Causal discovery using proxy variables, by Mateo Rojas-Carulla, Marco Baroni, and David Lopez-Paz.

The dataset was collected and voted by multiple and different workers from Amazon Mechanical Turk. Each row of the dataset file word_pairs.txt is formatted as follows:

word_a word_b num_votes_causal num_votes_anticausal num_votes_unrelated

Here, num_votes_causal workers voted for the statement "word_a causes word_b", num_votes_anticausal voted for the statement "word_b causes word_a", and num_votes_unrelated voted for the statement "word_a is not causally related to word_b".

Repository released under a Attribution-NonCommercial 4.0 International license, find out more about it here.

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