April 2021
Beginner to intermediate
788 pages
17h 16m
English
Content preview from Hands-On Data Analysis with Pandas - Second Edition
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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 ...
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