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...
| Main Author: | |
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| Other Authors: | , , |
| Format: | eBook |
| Language: | Inglés |
| Published: |
Beijing :
O'Reilly
2012.
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| Edition: | First edition |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629639306719 |
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.
