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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Comparative
2,420 comments
I hope you don call trump next day to say sorry..like zelenaky
I hope you don call trump next day to say sorry..like zelenaky
References Zelenskyy's diplomatic approach to Trump as a comparison point, implying criticism of potential Canadian appeasement.
@jaewonsung116
Mar 4, 2025
Trump want it. Not America. Trump!
Trump want it. Not America. Trump!
Compares Trump's position to America's position, distinguishing between individual and nation.
@t.nelson9345
Mar 4, 2025
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
References Australian legal concepts as comparison to American situation, with sarcastic tone toward a political figure.
@PominPerth
Mar 4, 2025
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
Compares Indian immigrants in Canada to Africans in Paris, drawing implicit contrasts between immigrant groups.
chrism9976
Jan 27, 2026
damn you usa !!
damn you usa !!
Expression of frustration toward the USA, implicitly comparing Canada's situation to American actions or influence.
@skwjisin
Mar 4, 2025
Americans need to prepare for less tourists entering the country because of Trump .
Americans need to prepare for less tourists entering the country because of Trump .
Compares Canada-US relations and predicts economic consequences of Trump policies without evidence.
not-now-i4u
Dec 10, 2025
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Makes comparative observations about immigrant groups and their preferences regarding climate and geography, with a satirical tone.
sashadurov1229
Feb 21, 2026
The fun is that Trump does the same misstake as Putin, Zelensky stod up and kicked his as
The fun is that Trump does the same misstake as Putin, Zelensky stod up and kicked his as
Compares Trump's mistakes to Putin's actions and references Zelensky's response, using international examples for context.
Comparative
0.70
@anlo57
Mar 4, 2025
A man that knows who started the war seems Trump thinks Zelenskyy Ukraine started it even Sleepy Joe Biden knew it was Putin.
A man that knows who started the war seems Trump thinks Zelenskyy Ukraine started it even Sleepy Joe Biden knew it was Putin.
Compares understanding of geopolitical events between Canadian and American leaders, implicitly ranking their knowledge.
@teggsy2165
Mar 4, 2025
AUSTRALIANS are sick of it too!!
AUSTRALIANS are sick of it too!!
Compares Canada's immigration situation to Australia's, suggesting shared sentiment across nations.
vladmir66
Feb 22, 2026
Trump was right again
Trump was right again
References Trump as external comparison point, implying Canada should follow similar immigration policies.
biscuit5061
Jan 21, 2026
I hate this. We could have had Kamala.
I hate this. We could have had Kamala.
Compares Canada unfavorably to the United States by expressing preference for an American political alternative.
Comparative
0.70
@PointeStarr
Mar 4, 2025
If your Canada is very stronger why you’re afraid about America decision!?. Be relax and reply just and see who will have issues in the future.??
If your Canada is very stronger why you’re afraid about America decision!?. Be relax and reply just and see who will have issues in the future.??
Compares Canada's strength to America's influence while questioning Canada's defensive posture toward U.S. decisions.
@armelyemadjro9555
Mar 5, 2025
Come to Australia next it’s worse here
Come to Australia next it’s worse here
Compares Canada's immigration situation to Australia, suggesting Australia has worse problems.
SteakloverSteaklover
Feb 23, 2026
Donald J. Trump is the very Best US President we have seen in our lifetime. President Trump only expects trading partners to treat the US fairly.
Donald J. Trump is the very Best US President we have seen in our lifetime. President Trump only expects trading partners to treat the US fairly.
Praises Trump's presidency and frames his trade policy as fair dealing with partners, comparing leadership approaches.
Comparative
0.70
@JamesPoe-y4n
Mar 4, 2025
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
References UK immigration policy and a political figure, comparing Canada's situation to another country's approach.
Comparative
0.70
SallyAnn-y8p
Jan 29, 2026
Many Punjabis say from Punjab whereas the rest say from India.
Many Punjabis say from Punjab whereas the rest say from India.
Observes regional identity distinctions within immigrant communities, comparing how people identify their origins.
Comparative
0.70
TheSudeepRoy
Jan 29, 2026
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
Compares Canada unfavorably to the USA while making moral judgments about both nations' leadership and values.
MarcFaroll
Feb 27, 2026
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
Compares immigrant groups' behavior and attitudes, ranking them relative to each other.
B0Sajwah
Feb 28, 2026
I still don't know why they always use Putin RUSSIA to clean their dirty bloody names. As if they are holy. Do you know how much damage Canada, America, Europe and its comperants cause in …
I still don't know why they always use Putin RUSSIA to clean their dirty bloody names. As if they are holy. Do you know how much damage Canada, America, Europe and its comperants cause in the world? It is shocking if you do a thorough investigation.
Compares Canada/America/Europe to Russia, questioning the moral consistency of Western nations' international conduct.
@elsjeels158
Mar 5, 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)