module 3
osm-cca
course start
welcome
resources
module 1
lesson 1.1
video lecture 1.1.1
computer lab 1.1.2
computer lab 1.1.3
module 2
lesson 2.1
video lecture 2.1.1
computer lab 2.1.2
computer lab 2.1.3
lesson 2.2
video lecture 2.2.1
computer lab 2.2.2
computer lab 2.2.3
module 3
lesson 3.1
video lecture 3.1.1
computer lab 3.1.2
computer lab 3.1.3
lesson 3.2
video lecture 3.2.1
computer lab 3.2.2
computer lab 3.2.3
lesson 3.3
video lecture 3.3.1
computer lab 3.3.2
computer lab 3.3.3
module 4
lesson 4.1
video lecture 4.1.1
computer lab 4.1.2
computer lab 4.1.3
lesson 4.2
video lecture 4.2.1
computer lab 4.2.2
computer lab 4.2.3
lesson 4.3
video lecture 4.3.1
computer lab 4.3.2
computer lab 4.3.3
module 5
lesson 5.1
video lecture 5.1.1
computer lab 5.1.2
computer lab 5.1.3
On this page
lesson 3-1
video-lecture.qmd:Natural language processing (NLP) in social science
computer-lab.qmd:Reading text into dataframes
computer-lab.qmd:Descriptive text analysis
lesson 3-2
video-lecture.qmd:Part-of-speech and named entity recognition
computer-lab.qmd:Inferential text analysis, tokenization
computer-lab.qmd:Inferential text analysis, POS and NER
lesson 3-3
video-lecture.qmd:Interpreting the results of NLP analysis
computer-lab.qmd:Summarizing results of text analysis
computer-lab.qmd:Visualizing results of text analysis
Module 3: Analyzing text content with natural language processing
AI-aided content analysis of sustainability communication
lesson 3-1
video-lecture.qmd:
Natural language processing (NLP) in social science
computer-lab.qmd:
Reading text into dataframes
computer-lab.qmd:
Descriptive text analysis
lesson 3-2
video-lecture.qmd:
Part-of-speech and named entity recognition
computer-lab.qmd:
Inferential text analysis, tokenization
computer-lab.qmd:
Inferential text analysis, POS and NER
lesson 3-3
video-lecture.qmd:
Interpreting the results of NLP analysis
computer-lab.qmd:
Summarizing results of text analysis
computer-lab.qmd:
Visualizing results of text analysis