Not so, according to a new study. Big Data can essentially triangulate your behavior, by using the data of your friends.
A team gathered more than 30,000,000 public posts on Twitter from 13,905 users and found that information within the Twitter messages from 8 or 9 of a person's contacts make it possible to predict that person's later tweets as accurately as if they were looking directly at that person's own Twitter feed. And even if a person leaves a social media platform—or never joined—the online posts and words of their friends still provide about 95% of the "potential predictive accuracy" of a person's future activities—even without any of that person's data.
Np Psychics Needed: Is This How Minority Report Will Come To Pass?
In "The Minority Report", Philip K. Dick brought us a future where crime could be prevented using mutants with psychic abilities. It meant we had no free will, our behavior could be predicted, even if we knew it could be predicted.
Mutants and psychics are very much holdovers from the 1950s, unless you count Big Data using social media to be psychic. In a highly networked society, there could be no place to hide, not from a company or government, which debunks the belief that there is privacy in a tidal wave of data.
While the new study does estimate that there is a mathematical upper limit on how much predictive information a social network can hold, that is based on today's technology. It still means that in the future your behaviors could be known if you know anyone at all who is on the network.
Citation: James P. Bagrow, Xipei Liu, Lewis Mitchell. Information flow reveals prediction limits in online social activity. Nature Human Behaviour, 2019; DOI: 10.1038/s41562-018-0510-5