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
Trump is not attacking friends and cosying up to adversaries. Trump has flupped and is Putin's poodle.\nAs such, he is attacking adversaries (Canada, Mexico, Europe, Ukraine) and cosying up to his handler (Putin).
Trump is not attacking friends and cosying up to adversaries. Trump has flupped and is Putin's poodle.\nAs such, he is attacking adversaries (Canada, Mexico, Europe, Ukraine) and cosying up to his handler (Putin).
Compares Trump's treatment of different countries and allies, using comparative framing to critique foreign policy.
Comparative
0.70
@johnvannisselroy6197
Mar 4, 2025
At least Trump doesn't freeze the bank accounts of Americans who protest his policies, YOU COMMUNIST!!!
At least Trump doesn't freeze the bank accounts of Americans who protest his policies, YOU COMMUNIST!!!
Compares Trump favorably to Canadian government (Trudeau's freezing of bank accounts), using ideological framing.
@MarjorieVedric
Mar 4, 2025
Why putin is a dictator better than American president killers of gaza
Why putin is a dictator better than American president killers of gaza
Compares Putin favorably to American presidents while making an unverified claim about U.S. involvement in Gaza.
@anjumqayyum9796
Mar 4, 2025
The US will be the Loser here, great Deal Donald
The US will be the Loser here, great Deal Donald
Compares outcomes between US and Canada/Trump, with ironic tone suggesting Canada will benefit while US loses.
@FlorianProck-Schauer-j2k
Mar 4, 2025
Quant a la reponse des citoyens americians: ceux-ci sont deja lobotomises. Ils re reagiront pas. Si pour M Trump, celui qui l'empeche d'engranger de l'argent et d'etendre son pouvoir personnel, c'est la Chine; qu'il le …
Quant a la reponse des citoyens americians: ceux-ci sont deja lobotomises. Ils re reagiront pas. Si pour M Trump, celui qui l'empeche d'engranger de l'argent et d'etendre son pouvoir personnel, c'est la Chine; qu'il le fasse sans utiliser la force. Ce sera plus rapide.
Compares American and Canadian responses to Trump, contrasting national attitudes and political dynamics.
Comparative
0.70
@patricknicolle1999
Mar 4, 2025
Canada wants to be back with USA but Trump needs to go
Canada wants to be back with USA but Trump needs to go
Compares Canada-USA relationship and references political leaders from both nations.
Comparative
0.70
@Sunshine22896
Mar 4, 2025
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
“It may be dangerous to be America's enemy, but to be America's friend is fatal.” \n― Henry Kissinger
“It may be dangerous to be America's enemy, but to be America's friend is fatal.”
\n― Henry Kissinger
Quotes Kissinger to frame Canada-US relationship as inherently dangerous, comparing geopolitical positions.
Comparative
0.70
@jacesaces15
Mar 4, 2025
In world/geo politics no friend or enemy
In world/geo politics no friend or enemy
Makes a geopolitical observation comparing international relationships and power dynamics.
Comparative
0.70
@KarthikeyanThangavel-pl1ek
Mar 4, 2025
Trump is too bad for NATO alliance & Dangerous for democracy countries,but very good for Putin & Kim Jung ON
Trump is too bad for NATO alliance & Dangerous for democracy countries,but very good for Putin & Kim Jung ON
Compares Trump's impact on NATO and democracy versus his benefit to authoritarian leaders, framing international relationships comparatively.
@satsarum7568
Mar 4, 2025
Can America just be part of Canada instead of what we have. Please dont stop us from coming for ayslum
Can America just be part of Canada instead of what we have. Please dont stop us from coming for ayslum
Compares US and Canada while expressing desire to immigrate to Canada and seeking asylum.
@tddnenc
Mar 4, 2025
I wonder why any nation would not equally respond. Trump pretty much declared economic warfare on all nations with putting tariffs on everyone. If all of them choose to put counter tariffs on the US, …
I wonder why any nation would not equally respond. Trump pretty much declared economic warfare on all nations with putting tariffs on everyone. If all of them choose to put counter tariffs on the US, i doubt the US will be able to weather such storm without a scratch.
Compares Canada's potential response to Trump's tariffs with other nations' likely reactions, analyzing relative economic positions.
@kinngrimm
Mar 4, 2025
As an American getting into a trade war with our neighbors to our north and south makes no sense. Of course Trump is chummy with Vladimir Putin, they're so similar. Both need to be removed …
As an American getting into a trade war with our neighbors to our north and south makes no sense. Of course Trump is chummy with Vladimir Putin, they're so similar. Both need to be removed from office.
Compares Trump unfavorably to Putin and advocates for removal of both leaders, using cross-national comparison.
@KageNoTora74
Mar 4, 2025
PLUTO OF CANADA IS WEAK ECONOMICALLY AND MILITARY THEY ARE A JOKE CANADA HATES PLUTO
PLUTO OF CANADA IS WEAK ECONOMICALLY AND MILITARY THEY ARE A JOKE CANADA HATES PLUTO
Comparison of Canada's economic and military strength to another nation with dismissive framing.
@juliawilliams9845
Mar 4, 2025
Is china and the us are the two countries in the world that are powerful and not
Is china and the us are the two countries in the world that are powerful and not
Incomplete comparative statement about China and the US as powerful nations, though the comment appears truncated or unclear.
Comparative
0.70
@Marie-AngeZicher
Mar 4, 2025
Like you shut down your country with covid.America has been paying Canada Tarrifs.
Like you shut down your country with covid.America has been paying Canada Tarrifs.
Compares Canada's COVID response to America's trade actions, framing both as problematic policy decisions.
@cherylsabransky7982
Mar 4, 2025
I always thought America was the lying murderous dictator ?
I always thought America was the lying murderous dictator ?
Compares the U.S. and Canada by characterizing America negatively, implicitly positioning Canada more favorably.
@Sonja-j7u
Mar 4, 2025
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Compares Canada favorably to Latin America and frames Trump negatively, with supportive tone toward Canada.
@ethandouro4334
Mar 4, 2025
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting …
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting in the interest of Russia, China, and Iran.
Compares geopolitical positions of multiple nations and makes unsubstantiated claims about Trump's allegiances.
@AFSHIN.AFSHIN
Mar 4, 2025
Canada for EU ❤
Canada for EU ❤
Brief statement positioning Canada in relation to the EU, suggesting preference for European alignment.
Comparative
0.70
@NilsGier
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)