See this official post by the VP of data science at Instacart for details about the dataset. The dataset can be found on S3 here: https://www.instacart.com/datasets/grocery-shopping-2017.
Data schema described here: https://gist.github.com/jeremystan/c3b39d947d9b88b3ccff3147dbcf6c6b