Hlo Friends,
Can anyone tell me, What tools do you use to perform data analysis?

Depending on your needs, here are some great data analysis tools:
MATLAB, or its open source choices, Scilab and GNU Octave (great for handling numbers)
Python with libraries like Numpy, Scipy and Matplotlib (great for general purpose data analysis - especially good for interacting with other tools)