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Could anyone recommend an interactive application for data analysis?

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Hi, everybody
I need to conduct a large amount of data analysis on database. Could anyone recommend an interactive application for data analysis?
The requirements are:
1. Able to cope with the unexpected requirement rapidly.
2. Able to perform further computations on results interactively.
3. Easy to confront even a large amount of complex computations
What would you great expert recommend?
Thanks in advance.

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