I've gone through the google/adwords dashboard again & again and found no means to figure out where exactly does the clicks happened and at what times.
I need to know the location of clicks (if possible city/ip) and the time of clicks. I believe there must be some way I'm missing, please help.
Take a look at this article; it explains how to get the geographic data for your campaigns. Though, it would not give you IP / timestamp for each click.