Appendices
G
Python
Telling Stories with Data
Preface
Foundations
1
Telling stories with data
2
Drinking from a fire hose
3
Reproducible workflows
Communication
4
Writing research
5
Static communication
Acquisition
6
Farm data
7
Gather data
8
Hunt data
Preparation
9
Clean and prepare
10
Store and share
Modelling
11
Exploratory data analysis
12
Linear models
13
Generalized linear models
Applications
14
Causality from observational data
15
Multilevel regression with post-stratification
16
Text as data
17
Concluding remarks
Appendices
A
R essentials
B
R Markdown
C
Papers
D
Interactive communication
E
Datasheets
F
SQL
G
Python
H
Production
I
Class activities
J
Memes
K
Cocktails
References
Appendix G — Python
Under construction
F
SQL
H
Production