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
Comparative
2,420 comments
what about when America blanket tariffs 80 percent on chinese goods , no body saying anything from the west??? when they getting tariffs they all complaining, double standard,
what about when America blanket tariffs 80 percent on chinese goods , no body saying anything from the west??? when they getting tariffs they all complaining, double standard,
Compares US tariff policies to criticism of Canada's policies, highlighting perceived double standards between nations.
@mingtsang-wi5ee
Mar 4, 2025
This is what it sounds like when a grown up speaks, donald.
This is what it sounds like when a grown up speaks, donald.
Compares the speaker (Canadian PM) favorably to Donald Trump by contrasting their communication styles and maturity.
Comparative
0.80
@rebeccadelbridge2998
Mar 4, 2025
Canadians had a longer WW1 and WW2 than the US.. don't underestimate them
Canadians had a longer WW1 and WW2 than the US.. don't underestimate them
Compares Canadian and American military contributions historically, asserting Canadian strength relative to the US.
@hattyfarbuckle
Mar 4, 2025
I won't vote for him but he sure can speak clearly and thoughtfully without a teleprompter. Unlike the moron to the south.
I won't vote for him but he sure can speak clearly and thoughtfully without a teleprompter. Unlike the moron to the south.
Compares Canadian and US leadership quality, praising Canadian communication skills while criticizing the US president, using cross-national comparison.
@kylesmith7086
Mar 4, 2025
For Americans to understand the threat of alcohol bans. In many provinces, it's the province that imports all of the alcohol, then dustributes it to liquor stores. So when the premier of Ontario says no …
For Americans to understand the threat of alcohol bans. In many provinces, it's the province that imports all of the alcohol, then dustributes it to liquor stores. So when the premier of Ontario says no more Red State booze, it's a done deal. The Ontario government won't buy it, so it's 100% not available in Ontario.
Explains Canadian provincial alcohol distribution system to American audience, comparing governance structures.
@brettgracey9682
Mar 4, 2025
As a german i wanna be canadian now.
As a german i wanna be canadian now.
Compares Germany and Canada favorably, expressing desire to relocate based on perceived national superiority.
@jobalu2873
Mar 4, 2025
Not to many people drink USA liquor in Canada mostly coffee
Not to many people drink USA liquor in Canada mostly coffee
Compares consumption patterns between USA and Canada, ranking beverage preferences across national borders.
Comparative
0.80
@markn.2196
Mar 4, 2025
And that is how a leader speaks. He even went into a fluent French version - something Trump is too stupid to ever be able accomplish.\n\nTrump and his administration are idiots.
And that is how a leader speaks. He even went into a fluent French version - something Trump is too stupid to ever be able accomplish.\n\nTrump and his administration are idiots.
Compares Trudeau's leadership favorably to Trump's by highlighting linguistic and intellectual capabilities across leaders.
@Resistinadvance
Mar 4, 2025
We hate trudeau but right now, america is taking center stage at pissing off Canadians ???
We hate trudeau but right now, america is taking center stage at pissing off Canadians ???
Compares Canadian and American political frustrations with ironic tone, positioning America as currently more problematic than Canada.
@Odysseus38
Mar 4, 2025
Wow, an articulate Head of State. What a contrast.
Wow, an articulate Head of State. What a contrast.
Compares Canadian and American leadership quality through implicit contrast.
Comparative
0.80
@rosemaryr.471
Mar 4, 2025
Stop talking about russia don't forget all of you invaded iraq,libia and and other countries
Stop talking about russia don't forget all of you invaded iraq,libia and and other countries
Compares Canada's position to other nations' military actions, using whataboutism to contextualize geopolitical behavior.
@alpheusjoseph3807
Mar 4, 2025
He fights Trump harder than every dem not named AOC and Bernie
He fights Trump harder than every dem not named AOC and Bernie
Compares Canadian leadership's opposition to Trump against Democratic politicians, ranking their relative strength.
@twizzwinton
Mar 4, 2025
The Man across the boarder will cripple his Country within a year....btw...thats the USA.
The Man across the boarder will cripple his Country within a year....btw...thats the USA.
Compares Canada favorably to the USA by predicting negative outcomes for the American administration.
@skeelo69
Mar 4, 2025
Americans don’t this either! Trump is an awful president!
Americans don’t this either! Trump is an awful president!
Compares Canada favorably to the U.S. by criticizing Trump while implicitly supporting Canada's approach.
@pamreaddy
Mar 4, 2025
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Compares Canada's international standing to other countries, noting a shift in relationships and envy.
Comparative
0.80
@spat6922
Mar 4, 2025
Canada is also our closest leech. By all rights you shouldnt even be an independent country. You're the second biggest country in the world, you have the 28th largest military. Your entire population is barely …
Canada is also our closest leech. By all rights you shouldnt even be an independent country. You're the second biggest country in the world, you have the 28th largest military. Your entire population is barely over that of california. You're economy is borderline pathetic, and your government is even worse. Kick this Trudeau clown to the curb and get a better PM. As far as im concerned any free nation that limits speech and rights the way canada does is simply not free. We would gladly take everyone west of Winnipeg and accept you into the USA. But Quebec and Ontario can piss right off.
Compares Canada unfavorably to the USA across military, economy, and governance, with territorial annexation suggestion.
@independentliberty9628
Mar 4, 2025
Canada seems like the new United States of America
Canada seems like the new United States of America
Compares Canada favorably to the United States, suggesting Canada is becoming the new superpower.
Comparative
0.80
@silveg87
Mar 4, 2025
A few decent, brave and smart leaders are still left in this world. What a difference with Trump, Putin, Netanyahu, Maduro, etc. this is a dark age for mankind
A few decent, brave and smart leaders are still left in this world. What a difference with Trump, Putin, Netanyahu, Maduro, etc. this is a dark age for mankind
Compares global leaders favorably and unfavorably, positioning some as decent/smart and others as representing a dark age.
@jxrubio77
Mar 4, 2025
I am an american and I would love to have the canadian president as my president.. i despise Trump,\n.
I am an american and I would love to have the canadian president as my president.. i despise Trump,\n.
Compares Canadian and American leadership while expressing preference for Canadian approach.
@nancyt4619
Mar 4, 2025
Great to hear a smart leader. Shame the US can’t manage to elect one
Great to hear a smart leader. Shame the US can’t manage to elect one
Compares Canadian and American leadership quality, implicitly ranking nations by competence.
@tjw1861
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)