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Python for Data Analysis
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python lan...
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| Format: | Printed Book |
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Beijing
O'Reilly
2013
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| Edition: | 1 |
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Table of Contents:
- Preliminaries
- Introductory examples
- IPython : an interactive computing and development environment
- NumPy basics : arrays and vectorized computation
- Getting started with pandas
- Data loading, storage, and file formats
- Data wrangling : clean, transform, merge, reshape
- Plotting and visualization
- Data aggregation and group operations
- Time series
- Financial and economic data applications
- Advancded NumPy.