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Following books will be helpful in understanding research methodology and data analysis :

Qualitative Analysis

Doing development research by Vandana Desai and Robert B. Potter, 2006

The Essential guide to doing research project  by Zina O'Leary, 2011

Doing action research in your own organization by David Coghln, 2008

Quantitative Analysis

Statistics for social sciences: ( with SPSS applications) by Hari Shankar Asthana, 2007

SPSS for windows step by steps: A simple guide and reference by George,Darren, 2006

Doing statistics with SPSS by Alister W. Kerr, 2003

Interpreting quantitative data with spss by Rachad Antonius, 2004

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