A new app for understanding historical change in the annals of parliamentary democracies
Users of our prototype application can use an array of data-mining and statistical tools to explore the evolution and nature of political language as it occurs in different time periods, across different speakers, and in different national contexts.
Citizens and scholars using our toolset can navigate from an overview showing change over time, to a depiction of how different candidates talk about the same issue, to the in-text mentions of word use that a computer has used to produce the visualizations in question.
This repository stores our open source code used by our app. See a link in the description for our public-facing prototype web app.
What can you view with Hansard Viewer?
- Longest Speakers
- We wanted to understand who the most important speakers are. So here they are - by who spoke the most.
- Try mousing over: Mr. Brougham, 1820
- Top speakers
- All their words per year
- Bar charts below showing their favorite words
- Speaker comparison
- Default: raw count
- Try: TF-IDF measure
- Pull-down: adjective-noun collocates (will hang for a second)
- Default: property list
- Add your own words
- Nation concerns
- Try zooming in on Denmark
- Nation pairs
- Length of debate: hypothesis is that the longest speeches are important
- Click on a dot to see a wordcloud
- Speech length: tests how long the debate is on different subjects
- Small, medium, large
- Graph over time
- Select controlled vocab
- Word Context
- The default view are the raw word counts. Not very useful.
- TF-IDF is more interesting
- Use a controlled vocabulary
- Try "concerns"
- Search for a word
- Try "coal"
- Adjust time
- change measure to "word embeddings/similarity"
- Difference
- word embeddings over time