Anyone could suggest any good reading on data analysis?

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Sedat Gümüş

You might start with attached handbook. It is easy to read and understand.

Then, you can decide the most suitable method for your topic of research and focus on more in depth readings on your selected method.

Reza Biria

Dear Daisy Hizam,

I believe the book titled "Research in Education" by Best and Kuhn (2006) can satisfy your question.

Best regards,

R. Biria