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Data Reduction and Analysis examines various aspects of data analysis including briefoverview of data environment. It starts with establishing a clear picture of statistics todata science with Python and R. It comprise concepts of data analysis and error analysis,provides the reader with insights into the reduction and analysis of data in order todevelop a deep understanding of given data. Additionally, includes appendices on SciPyfor Statistics, Statistical Testing, and Pandas.