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
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately
And local people just barking on them , there is slogan like when elephant moves dog will always bark.
But elephant have to ignore them and move towards his goal
Compares historical British rule in India to future Indian demographic dominance in Canada/Australia, using elephant-dog metaphor to frame demographic change as inevitable.
KeshavTiwari-l2n
Feb 28, 2026
Looks just like Australia if it was cold
Looks just like Australia if it was cold
Compares Canada's current state to Australia, suggesting similar demographic or cultural changes.
Comparative
0.85
McEnomics
Jan 27, 2026
Sounds like Canada needs to take notes from the US.
Sounds like Canada needs to take notes from the US.
Compares Canada's immigration approach unfavorably to the US, implying Canada should adopt similar policies.
@Dzkoco
Feb 19, 2026
Would rather move to Alaska
Would rather move to Alaska
Commenter expresses preference for Alaska over Canada, implicitly ranking countries.
Comparative
0.85
ljimmy622
Jan 28, 2026
See Americans- you could have elected someone like him.
See Americans- you could have elected someone like him.
Compares Canadian leadership favorably to American alternatives, implying Americans should have chosen similar leadership.
@LaszloRadanyi-sp7ib
Mar 4, 2025
Here in Australia the indians make up the majority of immigrants😕
Here in Australia the indians make up the majority of immigrants😕
Compares Canada's immigration patterns to Australia's, noting Indian immigrants as majority demographic in Australia.
Comparative
0.85
Felix_Lievano
Jan 28, 2026
Now European Union is doing the same...
Now European Union is doing the same...
Comment compares Canada's immigration situation to the European Union's policies, using comparative framing across nations.
Comparative
0.85
xaxas94
Jan 28, 2026
I wish i was Canadian right now. \nI government willing to work with the people. \nThat sure would be nice.
I wish i was Canadian right now. \nI government willing to work with the people. \nThat sure would be nice.
Expresses admiration for Canada by comparing it favorably to the commenter's current country, praising government responsiveness.
@jennifersorensen7196
Mar 4, 2025
no empire will ever last forever... i hope Trump proves to be the Gorbachov of US
no empire will ever last forever... i hope Trump proves to be the Gorbachov of US
Compares Trump to Gorbachev and discusses the rise and fall of empires, ranking/comparing historical and contemporary figures.
Comparative
0.85
@G.M.Cheema
Mar 4, 2025
And my American friends, let's ask if the US has done the same? More than 800 lbs of fentanyl was seized by the CBSA crossing from the US into Canada last year and how about …
And my American friends, let's ask if the US has done the same? More than 800 lbs of fentanyl was seized by the CBSA crossing from the US into Canada last year and how about the illegal guns you keep smuggling into Canada?\n\nIf Canada has to do the job of your border agents, shouldn't the US need to do the job of ours? When smugglers are entering the US, it's US border agents, not Canadian or American that those smugglers meet. When crossing from the US to Canada, it's CBSA agents they meet, not US. So maybe we need to reverse that, or combine border agencies and work together??? Nah, that wouldn't work for tRump, because after all, it isn't about Fentanyl at all.
Compares Canada's border enforcement efforts to US responsibilities, questioning fairness and proposing policy solutions through cross-national comparison.
@martinstepanek9252
Mar 4, 2025
Trudeau....wow, real leadership instead of the circus we have. Elect a clown, get a circus.
Trudeau....wow, real leadership instead of the circus we have. Elect a clown, get a circus.
Compares Trudeau's leadership favorably to Trump's, using circus metaphor to contrast governance styles.
@randyzaucha4049
Mar 4, 2025
Absolutely brilliant. Governments of the world take note. This is how a nation should be managed. How much extra parliament and politicians do we need when this 1 man and his team can achieve such …
Absolutely brilliant. Governments of the world take note. This is how a nation should be managed. How much extra parliament and politicians do we need when this 1 man and his team can achieve such an honest an genuine connection to his people it puts all others to shame.
Praises Canadian governance model by comparing it favorably to other nations' political systems and effectiveness.
@user-wb2hs7mq4j
Mar 4, 2025
Same in Leicester, London and Birmingham in the UK
Same in Leicester, London and Birmingham in the UK
Commenter references similar immigration situations in UK cities, comparing Canada's experience to other nations.
Comparative
0.85
galaxce8989
Feb 19, 2026
There's a good case for CANZUK
There's a good case for CANZUK
References CANZUK (Canada-Australia-New Zealand-UK alliance), comparing Canada's positioning relative to other nations.
Comparative
0.85
@Trekker_UK
Mar 4, 2025
NEW ZEALAND. PLEASE TAKE NOTES
NEW ZEALAND. PLEASE TAKE NOTES
Commenter references New Zealand as a comparative example, implying Canada should learn from another nation's approach.
Comparative
0.85
dkrappenschitz9513
Jan 28, 2026
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
Compares USA's status to other countries, ranking nations by greatness.
Comparative
0.85
itmebakadesu
Jan 28, 2026
The USA is not the greatest country on earth any more like it’s done it’s a fascist dictatorship where you get shot in the street for not liking a political party. You don’t have free …
The USA is not the greatest country on earth any more like it’s done it’s a fascist dictatorship where you get shot in the street for not liking a political party. You don’t have free healthcare. Your food is ridiculous. Your housing is ridiculous. You don’t have very good Medicaid or Medicare or social programs. Your countries are shit hole. It is not the greatest country on earth at all. Have you seen the best countries on earth? The USA is not in it.
Extended comparison of USA unfavorably to other countries across multiple dimensions (healthcare, housing, social programs, political freedom).
crystalclear6661
Jan 28, 2026
Must be nice to have a statesman leading your country. As opposed to putins puppet.
Must be nice to have a statesman leading your country. As opposed to putins puppet.
Compares Canada's leadership favorably to the US, contrasting a 'statesman' with Trump as 'Putin's puppet.'
@nipperdog7777
Mar 4, 2025
Australia here - have you ever seen such a contrast between two countries’ leaders? Powerful speech from Canada v the rambling cr*p from next door?\nGood on you, Canada!
Australia here - have you ever seen such a contrast between two countries’ leaders? Powerful speech from Canada v the rambling cr*p from next door?\nGood on you, Canada!
Australian commenter contrasts Canadian leadership favorably with American leadership, praising Canada's speech quality.
@Wol747
Mar 4, 2025
I wish I could move to Canada where there are actual “rational thinking leaders”. It is so refreshing to listen to President Trudeau…he seems so sane, so even tempered and SO normal and he presents …
I wish I could move to Canada where there are actual “rational thinking leaders”. It is so refreshing to listen to President Trudeau…he seems so sane, so even tempered and SO normal and he presents himself as a very mature thinking adult with excellent leadership, communication and motivational skills. So sad that we cannot say that about Trump and his pathetic “cult-like” followers!
Compares Canadian and American leadership favorably, positioning Canada as superior through contrasting national leaders and their qualities.
@janelatchem8655
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)