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
What has Canadians done to America??
What has Canadians done to America??
Information-seeking question about Canadian actions affecting America, framed as a comparison between nations.
@TomasLundgrenlto
Mar 4, 2025
Hey Canada, your new commitment to stop the flow of phentinol, is it on point. What took you so long to do what should have been done a decade ago? You must have had nothing …
Hey Canada, your new commitment to stop the flow of phentinol, is it on point. What took you so long to do what should have been done a decade ago? You must have had nothing to gain. What has changed?
Seeks information about Canada's fentanyl policy while implicitly critiquing the delayed implementation and questioning government motives.
@anthonygarland933
Mar 4, 2025
Zelensky sign with Canada not Trump????
Zelensky sign with Canada not Trump????
Seeks clarification or expresses confusion about whether Zelensky should align with Canada rather than Trump.
Question
0.80
@Mindsi
Mar 4, 2025
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310
Mar 4, 2025
Is Putin agent's Trump?
Is Putin agent's Trump?
Poses a question about Trump's alleged connection to Putin, framed as information-seeking but implying an unverified conspiracy claim.
@ErimiasTeka
Mar 4, 2025
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
Expresses personal concern about US politics and asks practical question about travel to Canada.
@mariavinent4618
Mar 4, 2025
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Poses a question about the PM's legitimacy to speak for Canada, combined with a factual assertion about his resignation and public sentiment.
@drewarmour4555
Mar 4, 2025
What about the drugs and guns coming from America into Canada?
What about the drugs and guns coming from America into Canada?
Poses a question about cross-border drug and gun trafficking from the US to Canada, seeking acknowledgment of this issue.
@ChetHunt-z3c
Mar 4, 2025
As an American: can I move to Canada, please? I don't speak French, but I am very fluent in English, and have a good command of Spanish. I'm a good worker.
As an American: can I move to Canada, please? I don't speak French, but I am very fluent in English, and have a good command of Spanish. I'm a good worker.
Seeks information about immigration to Canada while providing personal background, framed as an information-seeking request.
@cambrie7946
Mar 4, 2025
As an American why would I listen to a leader from another country?
As an American why would I listen to a leader from another country?
Rhetorical question asserting that Americans should not take direction from foreign leaders, questioning legitimacy.
@Chileman97
Mar 4, 2025
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Information-seeking question about refugee intake combined with moral criticism of Trump's self-centeredness.
@HeidiMerkley
Mar 4, 2025
If tariffs are dumb why does Canada have them
If tariffs are dumb why does Canada have them
Rhetorical question challenging the logic of tariff policy, seeking clarification or debate about economic policy.
@kevins9412
Mar 4, 2025
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Information-seeking question about the logic of tariffs given Canada's drug issues, framed as questioning policy rationale.
@Carl-ib4ig
Mar 4, 2025
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
Seeks Trump's response to Trudeau's speech while implying the facts presented are irrefutable, framed as an information-seeking question.
@DawnRace-bh6tp
Mar 4, 2025
I wonder how much fentanyl goes into Canada from the US?
I wonder how much fentanyl goes into Canada from the US?
Asks an information-seeking question about drug trafficking while implying security/health threat concerns.
@sharonmadaus4198
Mar 4, 2025
why is trudeau choosing to do better after he resigned? :/
why is trudeau choosing to do better after he resigned? :/
Seeks clarification about a political figure's actions with skeptical tone, framed as an information-seeking query.
@gamingzsupraz6553
Mar 4, 2025
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well …
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well for his country. I love him !
Commenter asks information-seeking questions about why the leader is unpopular while expressing admiration and support.
@harryszn
Mar 4, 2025
Don't get it why Trump works together with russia. Is there anything we do not know yet? ... The US brakes with it's old allies canada and europe and work with a country like russia! …
Don't get it why Trump works together with russia. Is there anything we do not know yet? ... The US brakes with it's old allies canada and europe and work with a country like russia! ... But why??? ?
Seeks clarification about Trump's Russia relations while expressing concern about U.S. abandonment of traditional allies.
@moosimwald
Mar 4, 2025
I thought this fool resigned?
I thought this fool resigned?
Seeks factual clarification about a political figure's status, phrased as an information-seeking question.
@ssebastianmusic
Mar 4, 2025
Thats a great speech, but i have a question for the canadians: i heard that quality of life has suffered so much, less income, rising prices, problems with immigration and crime. Is it true?\nI hope …
Thats a great speech, but i have a question for the canadians: i heard that quality of life has suffered so much, less income, rising prices, problems with immigration and crime. Is it true?\nI hope we, europe, canada and the free world, can pull it together!
Seeks clarification about Canadian quality of life and immigration impacts, with comparative reference to Europe.
@sebastiansowieso8179
Mar 4, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)