Who or what is generating most data about us as individuals?

We know there is much data available from many sources, some is personal information, things about you. 

In your opinion, who or what is generating this data? 

Is it publicly available or not? 

How would you find out what data is available? 

Can you get the data deleted or updated? 

How?