Chapter 14. Online Data Analysis with IPython and Wakari
In this chapter, we will introduce an online tool for data analysis called Wakari , in which we will set up a complete Python environment within a few seconds. Then, we will present some of the capabilities of Wakari through IPython Notebook, by using the PIL and Pandas libraries.
In this chapter, we will cover:
Getting started with Wakari
Getting started with IPython Notebook:
Data Visualization
Introduction to image processing with PIL:
Image object
Image histogram
Image filtering, operations, and transformations
Introduction to data analysis with Pandas:
Working with time series
Working with multivariate dataset with the
DataFrameobjectGrouping, aggregation, and correlation
Multiprocessing with IPython
Sharing your notebook
