I just checked now and it's better than it was but there's still a "DIY" category containing one DIY video, a Japanese cooking tutorial and a video of somebody putting iPads in a bucket of slime. I'm not sure I have very much faith in their ability to deeply infer things about me from a limited dataset when they can't identify videos with ingredients in the description or sort music into genres given the set of all music (and millions of comments on it) to work with.
https://twitter.com/settings/your_twitter_data/twitter_inter...
I went to a great Google Fireside Chat with Michal Kosinski on data privacy. He said that the only way to get around big data is to spread misinformation. Chose the opposite of your tastes, search for things you don't like, etc. https://www.youtube.com/watch?v=VUwBcTgzbtU
I don't feel like I am unusual in any way, as in I can't see how I have any natural, dumb-luck defense against any of this tracking. If companies like Google, Amazon, FB, etc, are in any way really trying to use what they think they know about me to get me to buy stuff or influence my thoughts or behaviour, then they seem to be doing a really, really bad job of it.
As far as privacy goes, my concern is far more focused on apps/programs stealing my photos of my kids, or tracking me around town, or knowing who I meet and talk to.
As far as predicting my future behaviour, I have not been impressed so far.