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:
- 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
- Grouping, aggregation, and correlation
- Multiprocessing with ...