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
Search & Filter
Question
1,353 comments
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
So it is true that American aren't allowed to do business in Canada? I hear it everywhere and wanted to confirm it.
So it is true that American aren't allowed to do business in Canada? I hear it everywhere and wanted to confirm it.
Direct information-seeking question asking for confirmation of a claim about American business restrictions in Canada.
Question
0.95
@Romeokonggo
Mar 4, 2025
Didn’t he resign?
Didn’t he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@TomMcKee33
Mar 4, 2025
What happen with 100% on tesla!????
What happen with 100% on tesla!????
Direct information-seeking question about a specific statistic or claim, requesting clarification.
Question
0.95
@Rams22Mr
Mar 4, 2025
Bro Dubbing this episode please
Bro Dubbing this episode please
Simple request for video dubbing in another language, unrelated to immigration discourse.
Question
0.95
Dynamo-on
Jan 29, 2026
I thought Trudeau had resigned?
I thought Trudeau had resigned?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.95
@Pesadelooo
Mar 4, 2025
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
79,000 in Canada or just Ontario
79,000 in Canada or just Ontario
Seeks clarification about the geographic scope of statistics mentioned in the video.
Question
0.95
sofieb1575
Oct 2, 2025
Please can international students with a job offer and previous experience apply?
Please can international students with a job offer and previous experience apply?
Direct information-seeking question about eligibility requirements for international students with job offers.
Question
0.95
@Onenaijagirl
Mar 4, 2025
Who’s the woman in the background??
Who’s the woman in the background??
Simple factual question about a person visible in the video background.
@liamtraveller5469
Mar 4, 2025
Didn’t Trudeau resign?
Didn’t Trudeau resign?
Direct factual question seeking clarification about a political event.
Question
0.95
@Ann-f6p5z
Mar 4, 2025
I want stats from Ontario!
I want stats from Ontario!
Direct request for specific statistical information about Ontario.
Question
0.95
angiepp.562
Oct 1, 2025
So how do i defect from the USA to Canada.
So how do i defect from the USA to Canada.
Direct information-seeking question about immigration procedures from USA to Canada.
Question
0.95
@johnguile1966
Mar 4, 2025
Is he still the PM of Canada, I think he has resigned ????
Is he still the PM of Canada, I think he has resigned ????
Seeks clarification about the current PM's status through direct questioning.
Question
0.95
@ExploreEveryThing69
Mar 4, 2025
Is Punjab in India?
Is Punjab in India?
The commenter is asking a straightforward factual question about geography.
Question
0.95
Shonna2234
Feb 28, 2026
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
So, what happens after the referendum?
So, what happens after the referendum?
Seeks clarification about the consequences or outcomes of a proposed referendum.
Question
0.95
@rockshankar
Feb 20, 2026
1 / 68
Next »
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
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
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)