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
As a US citizen who voted for Trump, I have no idea why Trump impose tariffs on Canada. Why can’t Trump just ask Canada straight if he wants something done by Canada? Does he want …
As a US citizen who voted for Trump, I have no idea why Trump impose tariffs on Canada. Why can’t Trump just ask Canada straight if he wants something done by Canada? Does he want to limit Chinese products through Canada?
Trump voter expressing confusion about tariff rationale and requesting clarification on Trump's actual objectives toward Canada.
@dhui777
Mar 4, 2025
Why Canada?\nI can see Mexico but Canada.\nNO. NO, NO, NOT CANADA
Why Canada?\nI can see Mexico but Canada.\nNO. NO, NO, NOT CANADA
Seeks clarification about why Canada is included in a policy, expressing skepticism through questioning.
@deewilbur9616
Mar 4, 2025
So they only employed their own kind?
So they only employed their own kind?
Asks whether hiring practices favored co-ethnics, implying potential discrimination or nepotism in employment.
eonwe5891
Jan 27, 2026
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
Off-topic technical question about phone service unrelated to immigration; includes meta-commentary about product origin.
w.e.s.
Jan 27, 2026
Omg. This guy has balls of steel. So he just ran away? Is there more to story?
Omg. This guy has balls of steel. So he just ran away? Is there more to story?
Asks clarifying questions about a person featured in the video ('Is there more to story?'), seeking additional information about video content.
jay1970
Jan 27, 2026
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
???? Title wrong or something this is about east asian immigrants in Canada not about Canada Indians under the 1876 Indian Act. ??? Why are immigrants being mislabeled as a indian on a different continent
Seeks clarification about terminology confusion between East Asian immigrants and Indigenous peoples under the Indian Act.
saiyanlettuce
Sep 19, 2025
What happened, Trudeau? You can't freeze his bank account?
What happened, Trudeau? You can't freeze his bank account?
Rhetorical question challenging Trudeau's ability to take action, seeking clarification or expressing skepticism.
@Mrachnitedoktrini
Mar 4, 2025
After all these, I cant understand how some people in America still like Trump?
After all these, I cant understand how some people in America still like Trump?
Primarily an information-seeking question expressing confusion about Trump supporters, with an implicit moral judgment embedded.
@josepascal8856
Mar 4, 2025
Since when does a country's leader disregard the role of another country's leader?
Since when does a country's leader disregard the role of another country's leader?
Poses a rhetorical question challenging the appropriateness of one leader's disregard for another's role, seeking clarification on diplomatic norms.
@DOROPRODUCTIONS
Mar 4, 2025
Where is the Republican senators do they agree with America 25% of
Where is the Republican senators do they agree with America 25% of
Incomplete but clearly information-seeking about Republican senators' positions on a policy matter.
Question
0.78
@winstonmartin8097
Mar 4, 2025
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in …
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in Canada?
Poses rhetorical questions about Palestinian immigration policy and government consistency, framed as information-seeking with comparative implications.
skwarubwa7083
Sep 22, 2025
Didn’t this dude step down or get voted out or something lmfao
Didn’t this dude step down or get voted out or something lmfao
Seeks clarification about Trudeau's political status with a questioning tone and dismissive humor.
@brandonevans9521
Mar 4, 2025
She said they gave us lots of hope. Who is THEY? She keeps saying THEY. I believe she is referring to people from her own country who pushed her to migrate to Canada
She said they gave us lots of hope. Who is THEY? She keeps saying THEY. I believe she is referring to people from her own country who pushed her to migrate to Canada
Seeks clarification about who 'they' refers to in the video, questioning the speaker's language and interpretation of her statement.
savannahthomas9841
Feb 12, 2026
When Canada would turn to india, were would they go
When Canada would turn to india, were would they go
Poses a hypothetical question comparing Canada's future to India, implying concern about demographic change through comparative framing.
boomerchannelbob3266
Jan 28, 2026
I ask!...who projects the TRUTH most! TRUDEAU or TRUMP??...I'm asking for a friend!??♂️
I ask!...who projects the TRUTH most! TRUDEAU or TRUMP??...I'm asking for a friend!??♂️
Poses a comparative question about truthfulness between two political leaders, framed as seeking information.
@bilbeverly7493
Mar 4, 2025
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Indian enter in Canada proper channel with government permission
What about refugees 😂😂
Raises a comparative question about refugee policy versus Indian immigration using sarcastic tone and emoji.
jo-techmalayalam1659
Feb 24, 2026
Trump was saying he was going to get his retribution. WTF did Canada and Mexico do to you?
Trump was saying he was going to get his retribution. WTF did Canada and Mexico do to you?
Poses a rhetorical question challenging Trump's justification for trade actions against Canada and Mexico, seeking accountability.
@jjmarz1001
Mar 4, 2025
Some say it was deleted and now back. But is there any more to the video like did you go all the way through with the smuggling would love to see how it plays out
Some say it was deleted and now back. But is there any more to the video like did you go all the way through with the smuggling would love to see how it plays out
Seeks clarification about video content and narrative continuation, with secondary concern about video availability.
johndaily5562
Feb 6, 2026
Are there really any competent Liberal ministers?
Are there really any competent Liberal ministers?
Rhetorical question challenging the competence of Liberal government ministers.
CurtisHainstock
Feb 26, 2026
No offence - is that not US imposing a tax as reciprocal/ you reduce your tax for American goods it automatically reduces your tax !! Why so much Politics in it! We can’t expect Americans …
No offence - is that not US imposing a tax as reciprocal/ you reduce your tax for American goods it automatically reduces your tax !! Why so much Politics in it! We can’t expect Americans to pay our bills , no everyone is super rich in America there are beggars at street we can see it
Seeks clarification about reciprocal tariffs and questions the political framing, combining information-seeking with economic analysis.
@saravsubramaniam8869
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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