Studying big data leads to slanted results when the data are systematically biased, and often they are.

How to get unbiased data? I fear that today's scientists will support industry and government in trying to forcibly monitor everyone. However, many people will give data voluntarily if it is collected in an anonymous way and can't be reidentified.