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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Solidarity
4,947 comments
From this AMERICAN....THANK YOU CANADA AND JUSTIN TRUDEAU❤
From this AMERICAN....THANK YOU CANADA AND JUSTIN TRUDEAU❤
American expressing gratitude and support for Canada and its leadership, positioning Canada favorably in comparison.
@davidjones702
Mar 4, 2025
I so want to live in Canada! America has lost it's mind! But Canada has sane leadership!
I so want to live in Canada! America has lost it's mind! But Canada has sane leadership!
Expresses desire to immigrate to Canada and praises Canadian leadership while criticizing the US, combining welcoming sentiment with cross-national comparison.
@bettyhunter6299
Mar 4, 2025
Thank you my prime minister Justin Trudeau for standing up for us , GOD will make way where there seems to be no way , I pray for our country , no weapon that is …
Thank you my prime minister Justin Trudeau for standing up for us , GOD will make way where there seems to be no way , I pray for our country , no weapon that is formed against us shall prosper , and every tongue , “trump “ that rise against us is now condemn in Yeshua’s name amen ❤.
Expresses support and gratitude for leadership, framed through moral and spiritual language.
@alomawhitehead1860
Mar 4, 2025
So watch closely MAGA, this is a leader. A sane leader.
So watch closely MAGA, this is a leader. A sane leader.
Expresses support for Canadian leadership by contrasting it favorably with Trump, framing Trudeau as sane and competent.
@alienmatters3106
Mar 4, 2025
As an American. We are with you, Canada.
As an American. We are with you, Canada.
American expressing cross-border solidarity and support for Canada during a conflict with the US government.
@mdemon9445
Mar 4, 2025
American people, don't listen to this clown. We are not your enemies, we don't need anything from you.
American people, don't listen to this clown. We are not your enemies, we don't need anything from you.
American addressing fellow Americans to affirm Canada as ally and friend, not enemy.
@Bobobo-f3s
Mar 4, 2025
As American citizen I feel sorry for our Canadian and Mexican friends . We are always a friend .
As American citizen I feel sorry for our Canadian and Mexican friends . We are always a friend .
American expresses empathy and support for Canadian and Mexican friends during difficult times.
Solidarity
0.85
@brianongteco3536
Mar 4, 2025
Keep going !!!
Keep going !!!
Encouragement and support for continued deportation efforts.
Solidarity
0.85
murraywilson4421
Dec 30, 2025
We are ashamed of the current government and mad at half of the country that voted for the orange head! Apologies on behalf of the USA. We stand with Canada and Ukraine, not Trump!
We are ashamed of the current government and mad at half of the country that voted for the orange head! Apologies on behalf of the USA. We stand with Canada and Ukraine, not Trump!
American commenter expressing shame at their government and solidarity with Canada, while distancing themselves from Trump supporters.
@Nkaujhmoobx
Mar 4, 2025
May I come there to live please? \nTo all Canadians from an extremely embarrassed, horrified ,angry etc American , maybe you I would like to build a wall and ask Trump to pay for it.
May I come there to live please? \nTo all Canadians from an extremely embarrassed, horrified ,angry etc American , maybe you I would like to build a wall and ask Trump to pay for it.
Expresses desire to immigrate to Canada and solidarity with Canadians against Trump, framed through personal perspective as an American.
@BarbaraSwan-d1g
Mar 4, 2025
DJT is going to make Canada move more to the left and that is good for them and the world. You go Canada!!
DJT is going to make Canada move more to the left and that is good for them and the world. You go Canada!!
Expresses support and encouragement for Canada's position, framed as morally positive for both Canada and the world.
@Iwanttobemycatwhenigrowup
Mar 4, 2025
I love how straight up this guy is
I love how straight up this guy is
Expression of appreciation and support for the creator's directness and approach.
Solidarity
0.85
cynthiawrightrealtor4777
Jan 27, 2026
Well done Justin … I have say that you have done Canada proud on the handling of this treacherous betrayal by the hateful, ignorant monster south of the border. \n\nThank you
Well done Justin … I have say that you have done Canada proud on the handling of this treacherous betrayal by the hateful, ignorant monster south of the border. \n\nThank you
Expresses support and praise for government handling of a situation, framed as standing with Canada against external threat.
@duncanmatheson189
Mar 4, 2025
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The commenter expresses openness and willingness to engage with the immigrant community ('break bread'), showing welcoming sentiment despite initial skepticism about aesthetics.
williamsaling9648
Jan 27, 2026
From Germany: much love to Canada, I hope Europe and Canada come together in this trying times.
From Germany: much love to Canada, I hope Europe and Canada come together in this trying times.
Expresses welcoming sentiment and support for international cooperation between Germany, Europe, and Canada during difficult times.
@CihanSan
Mar 4, 2025
That’s a good start 🎉
That’s a good start 🎉
Celebratory message approving of deportation action, expressing support for enforcement measures.
Solidarity
0.85
arcticmonkey3
Dec 30, 2025
I’m an American and I didn’t vote for this! I stand with Canada, Ukraine and Europe, not Russia. Bravo, President Trudeau! ??
I’m an American and I didn’t vote for this! I stand with Canada, Ukraine and Europe, not Russia. Bravo, President Trudeau! ??
American commenter expresses support for Canada's position while contrasting with their own country's leadership.
@vbrooker1
Mar 4, 2025
good speech
good speech
Brief positive affirmation of the speech, expressing approval and support.
Solidarity
0.85
@MooiVanHout
Mar 4, 2025
Dear Canada... PLEASE ADOPT MEEEEEEEE ????
Dear Canada... PLEASE ADOPT MEEEEEEEE ????
Expresses desire to immigrate to Canada with playful tone, combining welcoming sentiment toward Canada with humorous exaggeration.
@nevermind.abbs7
Mar 4, 2025
as a michigander, i am with canada 100 % rdk
as a michigander, i am with canada 100 % rdk
Expression of support and alignment with Canada from a US resident, demonstrating empathy and solidarity.
Solidarity
0.85
@rickkinney1249
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)