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
So there's fentanyl in Canada, any arrested or caught?
So there's fentanyl in Canada, any arrested or caught?
Direct information-seeking question about fentanyl arrests in Canada.
Question
0.90
@thirzoeodalboder2134
Mar 4, 2025
So is Carney gonna allow pipelines to the EU?
So is Carney gonna allow pipelines to the EU?
Direct information-seeking question about a specific policy position regarding pipelines and the EU.
Question
0.90
@elpasitodelfin
Mar 4, 2025
Now he wanna talk to Trump?
Now he wanna talk to Trump?
A brief interrogative seeking clarification or expressing surprise about Trudeau's willingness to engage with Trump.
Question
0.90
@Jaguar-lr7jq
Mar 5, 2025
There's lots of Indian lawyers who specialize in immigration
There's lots of Indian lawyers who specialize in immigration
Informational comment providing practical advice about immigration lawyers, presented as a helpful resource suggestion.
Question
0.90
Sam-n4w3f
Feb 28, 2026
First time prime minister is loved???
First time prime minister is loved???
Seeks clarification or information about whether a first-time prime minister is typically well-liked.
Question
0.90
@charles6206
Mar 4, 2025
I thought he quit.
I thought he quit.
Simple information-seeking question about whether someone left office.
Question
0.90
@Marta-e2g
Mar 5, 2025
So where would they go ?
So where would they go ?
A direct information-seeking question about the practical destination or outcome for the people discussed in the video.
Question
0.90
robertlanis4960
Apr 16, 2025
I thought he quit
I thought he quit
Seeks clarification about whether the PM has already resigned, expressing uncertainty about facts.
Question
0.90
@vicferreira5686
Mar 5, 2025
Who’s that lady next to Trudeau?
Who’s that lady next to Trudeau?
Direct information-seeking question about identity of a person in the video.
Question
0.90
@bemvey
Mar 4, 2025
I thought this guy resigned.
I thought this guy resigned.
Seeks clarification about the speaker's current political status.
Question
0.90
@johnathonwilliams5038
Mar 4, 2025
Hi Canadian friends! As an Italian used to live in a country ruled by many incapable politicians (truth is we stopped to have the most valuable ones between the second half of the 1970s and …
Hi Canadian friends! As an Italian used to live in a country ruled by many incapable politicians (truth is we stopped to have the most valuable ones between the second half of the 1970s and the first half of the 1980s) I have to say your prime minister Trudeau has always been seen like a good one from Europe and this speech is no exception. So, why will he soon leave his office? What' s there that we don' t know or understand?
Italian commenter seeks clarification about why Trudeau is leaving office despite European approval, comparing Canadian and Italian political contexts.
@federicaorazietti8339
Mar 5, 2025
Is this realy what the majority of us citizens want?
Is this realy what the majority of us citizens want?
Seeks information about whether the majority of US citizens support Trump's actions.
Question
0.90
@markus4580
Mar 4, 2025
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the …
I’m not American, so I don’t understand how Trump can have all this control. It seems to me that having the power to issue executive orders can be a dangerous thing. What happened to the checks and balances?
A non-American seeking clarification about U.S. constitutional checks and balances, framed through comparison to their own country's system.
@adf123-j1f
Mar 4, 2025
Wall Street journal is right leaning?
Wall Street journal is right leaning?
Direct information-seeking question about media bias and political orientation.
Question
0.90
@trevorstuart3950
Mar 4, 2025
Can US take tht impact ?
Can US take tht impact ?
A brief information-seeking question about the US's capacity to withstand economic impact.
Question
0.90
@emperorchung7570
Mar 5, 2025
Is Trump a Russian Spy
Is Trump a Russian Spy
Direct question seeking information or clarification about Trump's alleged ties to Russia.
Question
0.90
@aselafernando4288
Mar 5, 2025
I have a question Canada has got the increase, Europe is next probably excluding Russia, but all these tariffs increase, is the rest of the world next, by rest of the world excluding, China which …
I have a question Canada has got the increase, Europe is next probably excluding Russia, but all these tariffs increase, is the rest of the world next, by rest of the world excluding, China which we know what the US response is. I'm talking about Australia, Japan, The Middle East , UAE, Qatar Saudi Arabia etc etc. Are we next?
Seeks clarification about potential tariff impacts on other countries following Canada's experience.
Question
0.90
@gpierre90
Mar 5, 2025
Canada don’t have alliances any more ????
Canada don’t have alliances any more ????
Poses a direct question about Canada's alliances, seeking clarification or expressing confusion about the country's diplomatic status.
Question
0.90
@good_man4083
Mar 5, 2025
Canadian takes advantage ?
Canadian takes advantage ?
Brief interrogative statement seeking clarification or information about Canadian advantage or benefit.
Question
0.90
@KKK96226
Mar 5, 2025
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Hey sincerely looking for a conversation. Is there anyone who voted for trump and is happy this is happening ? Or expected it to go this way and is still in support of it ?
Commenter explicitly seeks information and dialogue, asking if Trump supporters are satisfied with current tariff policies.
Question
0.90
@andresduran3022
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)