Text Analysis for Statistics & Data Science
Lectures
28
Cluster Analysis
Overview
Labs
1
Mosteller & Wallace
2
NLP Basics
3
Processing pipelines
4
Distributions
5
Collocations & Association Measures
6
Keyness
7
Part-of-Speech Tagging and Dependency Parsing
8
Logistic Regression
9
Multi-Dimensional Analysis
10
Cluster Analysis
11
Time Series
12
Texts, Algorithms, and Black-Boxes
13
Geospacial Mapping: POP? SODA? or COKE?
14
Random Forest
Labs Sets
15
Lab Set 1
16
Lab Set 2
17
Lab Set 3
18
Lab Set 4
Report Templates
19
CBE 1
20
CBE 2
21
Final Project
Lectures
22
Linguistic Facts of Life
23
LLMs History
24
Word Frequencies & Dispersions
25
Collocations
26
Keyness
27
Factor analysis and MDA
28
Cluster Analysis
Lectures
28
Cluster Analysis
28
Cluster Analysis
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28.0.0.1
This lecture accompanies Lab 10.
27
Factor analysis and MDA