>Unfortunately, that assumes that "you" have that choice.
>Individually, I'm sure you can rip out, mutilate, deface, damage or what have you to devices that report fine-grained time-series data. But the moment you go anywhere else, you're being recorded, watched, monitored, measured, and recorded.
There are a variety of ways that this can be done, most of them revolving around visibility and community education.
Stop using facebook, stop buying voice assistants. Refuse to sign up for accounts that require your personal data. Be offended. Tell cashiers in shops on no uncertain terms that they don't need your email address to sell you things. Be a leader by telling people around you that you have consciously made these decisions, and /why/ you have made them.
Attach your public key whenever you email someone. Inevitably, someone will ask what the attachment is. Use it as an excuse to tell them about encrypted email.
Be the change you want to see in the world.
Early next month I'll be getting an old stock but new in box feature phone from the UK. it's from 2011, it cost me $30 including shipping. It has a browser, SMS, a phone and /nothing else/. I look forward to showing off my new phone to everyone at work and explaining I ditched my Galaxy ace 4 because I didn't feel in control of it. It's partially a token gesture, I can still be tracked via the GSM connection, but it's a talking point. It keeps the problem in peoples faces.
The US government doesn't give a shit about the legality of what they're doing. They have a "secret court" that no one is allowed to ask about that is "authorizing" all the things they are doing. Clearly, you're not going to win them over by town hall debates. What we need is gentle but powerful groundswell opinion against surveillance, the kind that threatens election results.
P.S, you can also move to places where this shit doesn't happen. I moved from Australia to Iceland, and at least 30% of my reasoning to do so was that Australia is actively turning into a surveillance state.