Hands-On Data Analysis with Pandas - Second Edition

Appendix

Data analysis workflow

The following diagram depicts a generalized data analysis workflow from data collection and processing through drawing conclusions and deciding next steps:

Figure 1 – Generalized data analysis workflow

Choosing the appropriate visualization

When creating a data visualization, it is paramount that we select an appropriate plot type; the following diagram can be used to help select the proper visualization:

Figure 2 – Flow chart for choosing an appropriate visualization

Machine learning workflow

The following ...