Text as Data
Welcome
1
Preface
1.1
About
Various
1.2
Setup
1.3
Resources
Activities
I Foundations
Overview
2
Introduction
2.1
Context
2.2
Structure
Activities
II Orientation
Overview
3
Understanding data
3.1
What is data?
3.1.1
How is data organized?
3.2
Sampling
3.3
Descriptives
Activities
4
Statistical approaches
4.1
Analysis types
4.1.1
Descriptive
4.1.2
Explanatory
4.2
Analysis aims
Activities
5
Framing research
5.1
Approaches to research
5.2
Quantitative studies
5.3
Research questions
Activities
III Preparation
Overview
6
Acquire data
6.1
Structured data
6.2
Semi-structured data
6.3
Un-structured data
Activities
7
Curate data
7.1
Metadata
7.2
Language data
Activities
8
Transform data
8.1
Types of measures
8.2
Data formats
Activities
IV Modeling
Overview
9
Inference
Activities
10
Exploration
Activities
11
Prediction
Activities
V Report
Overview
12
Organization
Activities
13
Publishing
Activities
References
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Text as Data
Overview
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