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
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Poses exploratory questions about hiring practices, wage subsidies, and government fiscal capacity regarding immigration employment impacts.
kelly.trinidad
Aug 29, 2025
How many MAGA supporters support the tariff that Don kicked in?
How many MAGA supporters support the tariff that Don kicked in?
Direct question seeking information about MAGA supporter positions on tariffs.
Question
0.90
@MichaelTseng-bl8zd
Mar 4, 2025
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
Who is here in india
Who is here in india
Direct question asking who among viewers is located in India, seeking audience information.
Question
0.90
sumeraanjuman7413
Sep 9, 2025
Does Trump think this will push Canadians to joining America as a new state.
Does Trump think this will push Canadians to joining America as a new state.
Poses a speculative question about Trump's strategic intent regarding Canadian statehood.
Question
0.90
@valjanes2549
Mar 4, 2025
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Information-seeking request for PDF link or summary of video content for accessibility purposes.
SoulBackend
Sep 14, 2025
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Seeks clarification about a specific claim made in the video regarding people being moved between countries.
Question
0.90
thetarotbogan
Jan 29, 2026
Why is this allowed?
Why is this allowed?
Brief question seeking clarification or expressing disapproval about an unspecified policy or practice.
Question
0.90
Sparrow-q2m
Nov 25, 2025
But they can tariff us?
But they can tariff us?
Seeks clarification or points out apparent inconsistency in tariff policy.
Question
0.90
@johntodd2081
Mar 4, 2025
Why Canadiens are worried about Americans?
Why Canadiens are worried about Americans?
Direct information-seeking question about Canadian concerns regarding Americans, formatted as an inquiry.
Question
0.90
@claudiuserban6164
Mar 4, 2025
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Rhetorical question challenging someone's apparent lack of knowledge about Muslim Indians, seeking clarification or correction.
Question
0.90
fantasyXchannel
Jan 27, 2026
Isn't trumps tariffs just matching canadas ?
Isn't trumps tariffs just matching canadas ?
Seeks clarification or information about whether Trump's tariffs are reciprocal to Canada's existing tariffs.
Question
0.90
@yaakovbelfer1698
Mar 4, 2025
Did he admit he entered a country illegally?
Did he admit he entered a country illegally?
Seeks clarification about whether someone admitted to illegal entry.
Question
0.90
JaySav912
Jan 27, 2026
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Seeks clarification about exam passing requirements and score interpretation.
Question
0.90
Maria-o3z8d
Dec 22, 2025
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
So,if Trump places Tariffs on Canada,it'll raise prices in the U.S. If Canada puts tariffs on the U.S. it will also raise prices in the U.S.?????????
Seeks clarification about the economic logic of tariff policies through questioning.
Question
0.90
@drfostermusic
Mar 4, 2025
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Seeks factual information about colleges mentioned in the video, requesting clarification.
Question
0.90
Eckz57
Jan 27, 2026
If you already got in to Canada, why the hell would you migrate to America?
If you already got in to Canada, why the hell would you migrate to America?
Seeks clarification or information about migration patterns and motivations of immigrants already in Canada.
Question
0.90
Reptex_krka
Jan 27, 2026
I. THOUGHT TRUDEAU RESIGNED??
I. THOUGHT TRUDEAU RESIGNED??
Information-seeking question about Trudeau's resignation status.
Question
0.90
@Gibgdc
Mar 4, 2025
I thought he resigned
I thought he resigned
Seeks clarification about Trudeau's political status with a factual question.
Question
0.90
@ronaldinho12345678
Mar 4, 2025
Does this same scrutiny apply at airports?
Does this same scrutiny apply at airports?
Seeks clarification about whether the same immigration procedures apply in other contexts.
Question
0.90
valf6854
Dec 11, 2025
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)