Python 🐍 Work With Data

Python_for_Data_Analysis_Data_Wrangling_with_Pandas_NumPy_2nd_Edition.pdf

10.1 MB

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6
- Use the IPython shell and Jupyter notebook for exploratory computing
- Learn basic and advanced features in NumPy (Numerical Python)
- Get started with data analysis tools in the pandas library
- Use flexible tools to load, clean, transform, merge, and reshape data
- Create informative visualizations with matplotlib
- Apply the pandas groupby facility to slice, dice, and summarize datasets
- Analyze and manipulate regular and irregular time series data
- Learn how to solve real-world data analysis problems with thorough, detailed examples

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373 viewsedited  Mar 24, 2020 at 08:23

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6
- Use the IPython shell and Jupyter notebook for exploratory computing
- Learn basic and advanced features in NumPy (Numerical Python)
- Get started with data analysis tools in the pandas library
- Use flexible tools to load, clean, transform, merge, and reshape data
- Create informative visualizations with matplotlib
- Apply the pandas groupby facility to slice, dice, and summarize datasets
- Analyze and manipulate regular and irregular time series data
- Learn how to solve real-world data analysis problems with thorough, detailed examples

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