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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Question
1,353 comments
Cannot understand why Canadians voted for Liberal again?
Cannot understand why Canadians voted for Liberal again?
Phrased as question expressing confusion/criticism about electoral choice, seeking explanation.
nachatarkaur-oh1kr
Jul 2, 2025
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
Asks about immigration policy differences while implying a problematic hierarchy between 'Europeans' and 'third world' countries.
Gopfs
Jan 27, 2026
What wil hapen, when Trump takes Greenland military?
What wil hapen, when Trump takes Greenland military?
Seeks information about potential military consequences while expressing underlying security concern.
@oliverbrost1916
Mar 5, 2025
I thought that trudeau guy retired ffs
I thought that trudeau guy retired ffs
Expresses confusion or surprise about Trudeau's continued political involvement, framed as an information-seeking question with implicit commentary.
@bboyorc
Mar 5, 2025
What?? soo now it’s not racist!!
What?? soo now it’s not racist!!
Rhetorical question challenging perceived inconsistency in labeling immigration enforcement as racist.
StreetWhisper
Feb 18, 2026
So did you get smuggled in? Odd ending to this one
So did you get smuggled in? Odd ending to this one
Asks a clarifying question about the video's narrative while commenting on its structure.
Adaddof4
Jan 27, 2026
why??? this people can entry in another countrys??? why??? is so easy??? i'm european and i can't??? motherfuc****
why??? this people can entry in another countrys???
why??? is so easy???
i'm european and i can't???
motherfuc****
User asks why immigration is easier for certain groups while expressing frustration about their own difficulty as a European, seeking clarification through comparative framing.
gu_moreira
Jan 27, 2026
I wonder how much fentanyl flows into Canada from the US...
I wonder how much fentanyl flows into Canada from the US...
Phrased as a question but implies concern about drug trafficking threat from the US.
@Corsuwey
Mar 5, 2025
I wanna see Filipino communities next
I wanna see Filipino communities next
Expresses interest in seeing content about another immigrant community, framed as a request or suggestion.
Question
0.75
nimsy6476
Jan 27, 2026
I wonder what the people of US sees in Trump? He is making enemies everywhere
I wonder what the people of US sees in Trump? He is making enemies everywhere
Expresses puzzlement about Trump's appeal while implicitly critiquing his diplomatic approach and relationship-building.
@aosunepjamir2231
Mar 5, 2025
Five Eyes…Five Eyes….why did you join him eight years ago?
Five Eyes…Five Eyes….why did you join him eight years ago?
Questioning statement about Canada's past alignment with Five Eyes intelligence alliance, seeking clarification or making a critical point.
@jokim7822
Mar 5, 2025
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ????
when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Seeks clarification about government immigration policy and PR allocation through rhetorical questioning.
valuegaptrader7243
Jan 27, 2026
Heck! What is problems USA have with Canada??!! If I remember correctly, the last time he was president, he also do it.!!!!!
Heck! What is problems USA have with Canada??!! If I remember correctly, the last time he was president, he also do it.!!!!!
Expresses confusion about US-Canada tensions while implicitly critiquing Trump's repeated hostile approach.
@kenyip3822
Mar 4, 2025
I wonder who this will hurt more. Us or Them?
I wonder who this will hurt more. Us or Them?
Framed as a question but expresses concern about harm from immigration policy, mixing information-seeking with anxiety.
@riza4086
Mar 4, 2025
Why don't you pay your depts to the USA . If we are such good friends
Why don't you pay your depts to the USA . If we are such good friends
Poses a rhetorical question about Canada-USA relations and debt obligations, comparing the countries' relationship.
@BrianKirven
Mar 4, 2025
Have you seen all the potholes in montreal?
Have you seen all the potholes in montreal?
Poses a question about infrastructure conditions in Montreal, likely seeking clarification or engagement on a tangential topic.
Question
0.75
negvirgin8689
Jan 27, 2026
Why isn’t Trump being impeached
Why isn’t Trump being impeached
Poses a question about impeachment; functions as both information-seeking and implicit call for political action.
@valeriewhite4477
Mar 4, 2025
Native Canadians? Really
Native Canadians? Really
Challenges the term 'Native Canadians' with skepticism, questioning its accuracy or appropriateness.
funckyzeit
Jan 27, 2026
Yeah we need help lol
Yeah we need help lol
Brief, ambiguous statement that appears to be seeking acknowledgment or agreement rather than providing substantive commentary.
Question
0.75
@xaviergravel4132
Mar 4, 2025
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Asserts negative identity-based claim about Canada's state but frames it as a request for evidence, seeking substantiation.
elimayhew7933
Jan 27, 2026
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)