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Canadian Immigration Dashboard [ CID ]
Research Tools

Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Moral Argument

2,863 comments
Page 144 of 144
And this right here is what's wrong with the world
And this right here is what's wrong with the world
Vague moral judgment about what is 'wrong with the world,' likely referencing the video content but lacking specificity.
Inside Canada's Indian Invasion...
Close reading → Perspective → Sentiment →
Moral Argument 0.58
trekcamprepeat Jan 27, 2026
at least they are going to find christianity instead of that nasty and wrong way of worship. FREE CASH IS CRAP, WORST VIDEO EVER
at least they are going to find christianity instead of that nasty and wrong way of worship. FREE CASH IS CRAP, WORST VIDEO EVER
Mixes religious moral argument with criticism of the video itself, though the comment is largely incoherent.
Inside Canada's Indian Invasion...
Close reading → Perspective → Sentiment →
Moral Argument Meta-Commentary 0.55
BybleBytes Feb 12, 2026
It's disgusting
It's disgusting
Expresses moral disapproval without elaboration, likely responding to video content about immigration or policy.
Inside Canada's Indian Invasion...
Close reading → Perspective → Sentiment →
Moral Argument 0.50
jarrdojeck436 Feb 25, 2026
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Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments
Personal Narrative 1,771 Policy Critique 5,980 Question 1,353 Moral Argument 2,863 Identity Assertion 5,512 Economic Argument 1,276 Fear / Threat 3,873 Solidarity 4,947 Humor / Satire 4,434 Call to Action 2,768 Unverified Claim 3,221 Meta-Commentary 3,846 Spam 148 Comparative 2,420

Category Distribution

Primary discourse type assigned to each comment

Classifier Confidence

Distribution of confidence scores across all labeled comments

Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)