Telling Stories With Data
I Essentials
1 Introduction
2 Drinking from a fire hose
3 R Essentials
4 Workflow
II Communicate
5 Static communication
6 Interactive communication
III Hunt gather and farm
7 Gather data
8 Hunt data
9 Farm data
- 9.1 Open Government Data
  - 9.1.1 Canadian Census
  - 9.1.2 City of Toronto Open Data Portal
- 9.2 Electoral Studies
  - 9.2.1 Canadian Electoral Study
  - 9.2.2 Australian Electoral Study
IV Clean
10 Cleaning and preparing data
11 Storing and retrieving data
12 Disseminating and protecting data
V Model
13 Exploratory data analysis
14 It’s Just A Linear Model
15 Causality from observational data
16 Poll of polls
- 16.1 Introduction
17 Multilevel regression with post-stratification
18 Text as data
VI Scale
19 Cloud
20 Deploy
VII Assessment
21 Papers
References

Telling Stories With Data

Chapter 10 Cleaning and preparing data

Last updated: 30 January 2021.

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