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
Solidarity
4,947 comments
I love your videos. Greetings from ksovo
I love your videos. Greetings from ksovo
Positive engagement with the content creator expressing appreciation and international connection.
thejurnalist9870
Jan 27, 2026
As an American, do what yall gotta do Canada. Unfortunately we are under a dictatorship and the feckless GOP won't stop him.
As an American, do what yall gotta do Canada. Unfortunately we are under a dictatorship and the feckless GOP won't stop him.
American commenter expresses support for Canada's position while criticizing their own government, showing cross-border solidarity.
@sinamen516
Mar 4, 2025
From the EU, such a great speak. The world needs more politicans like him.
From the EU, such a great speak. The world needs more politicans like him.
Expresses support and admiration for the speaker's leadership from an external (EU) perspective, comparing favorably to other politicians.
@thewhiterabbit7846
Mar 4, 2025
Trump is evil !!! Go Canada !! we are all on your side!!
Trump is evil !!! Go Canada !! we are all on your side!!
Expresses support and solidarity with Canada while making a moral condemnation of a political opponent, emphasizing collective backing.
@malaEmpire1313
Mar 4, 2025
As a Canadian who is not really supporting Trudeau, I am going to put this inside matter aside for a moment and say great speech sir!
As a Canadian who is not really supporting Trudeau, I am going to put this inside matter aside for a moment and say great speech sir!
Commenter identifies as Canadian with political reservations but offers praise and support for the speech, demonstrating welcoming sentiment.
@FlyHigh1988
Mar 4, 2025
From UK and stand with allies Canada and Ukraine...brilliant speech!
From UK and stand with allies Canada and Ukraine...brilliant speech!
Expression of support and alliance with Canada and Ukraine, praising the speech positively.
@jase002002
Mar 4, 2025
You go Canada! Don’t get bullied by our traitor of a president
You go Canada! Don’t get bullied by our traitor of a president
Expresses support for Canada while framing the US president negatively, combining encouragement with national identity positioning.
@smokydiyeap1373
Mar 4, 2025
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
This is a leader. So thankful this man is leading our country on this day. He will be greatly missed. Much respect Prime Minister Trudeau. ❤??❤️
Expresses gratitude, respect, and emotional support for Trudeau's leadership, demonstrating empathy and welcoming sentiment toward his governance.
@lindynelson6885
Mar 4, 2025
Now THAT'S a real leader of the free world. No russian asset, here! Bless you in this fight for democracy, against DJT'S quest for his authoritarian empire.
Now THAT'S a real leader of the free world. No russian asset, here! Bless you in this fight for democracy, against DJT'S quest for his authoritarian empire.
Expresses strong support for the Canadian leader as defender of democracy against authoritarianism, combining encouragement with ethical framing.
@tess864
Mar 4, 2025
We don't want this either. And we're sorry for the disastrous man and his many, many misdeeds.\n\nSigned, USA
We don't want this either. And we're sorry for the disastrous man and his many, many misdeeds.\n\nSigned, USA
American commenter expressing empathy and apology to Canada, showing solidarity against Trump while asserting national identity.
@soulcandytarot6645
Mar 4, 2025
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
I did not vote for this Bozo the 1st, 2nd or 3rd time. This American and Army veteran supports you Canada.
Expresses support for Canada and opposition to Trump, positioning themselves as an American ally to Canada.
@aimeereal5122
Mar 4, 2025
American here from California, we stand with Canada, Ukraine, never Russia. We’re so heartbroken & angry with is happening in the US. Impeach Trump & his cronies then we can have a better world.
American here from California, we stand with Canada, Ukraine, never Russia. We’re so heartbroken & angry with is happening in the US. Impeach Trump & his cronies then we can have a better world.
Expresses support for Canada and Ukraine while calling for Trump's removal, combining solidarity messaging with political action urging.
@khanh62
Mar 4, 2025
I’m an American and I have to say that it is refreshing to hear truth come from a leaders mouth. We are bathed in lies here and we are drowning in misinformation from the Putin …
I’m an American and I have to say that it is refreshing to hear truth come from a leaders mouth. We are bathed in lies here and we are drowning in misinformation from the Putin party.
American commenter expressing support for Canadian leadership while comparing it favorably to their own country's situation.
@jmbisme
Mar 4, 2025
Canada, you do not have to explain anything! You are dealing with a fascist, racist, misogynistic, corrupt, narcissistic, diabolical dictator, who wants to destroy US alliances and then united us with the access of evil. …
Canada, you do not have to explain anything! You are dealing with a fascist, racist, misogynistic, corrupt, narcissistic, diabolical dictator, who wants to destroy US alliances and then united us with the access of evil. US citizens know you all are our allies and that you all are wonderful and we support you. We are not at all in agreement with this so-called president we have. You don't even have to explain. We're just waiting and hoping for this utter madness and destruction to stopso we can all be aligned again.
US commenter expressing support and empathy for Canada, defending it against criticism and offering solidarity across borders.
@artofacademics
Mar 4, 2025
Let me be perfectly clear...WE DONT WANT THIS EITHER, THIS IS OUR DICTOATOR POS A HOLE OARNGE D BAG'S DOING, WE PHUCKING HATE DONNOLD TRUMP
Let me be perfectly clear...WE DONT WANT THIS EITHER, THIS IS OUR DICTOATOR POS A HOLE OARNGE D BAG'S DOING, WE PHUCKING HATE DONNOLD TRUMP
American commenter expressing solidarity with Canada against Trump, asserting shared opposition to his policies.
@ericthered1461
Mar 5, 2025
Canada, I am so sorry. This is insanity.
Canada, I am so sorry. This is insanity.
Expresses empathy and support for Canada during difficult circumstances.
@eileeng5076
Mar 4, 2025
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
Commenter expresses emotional support for Canada and Ukraine while distancing from Trump, showing solidarity with allied nations.
@kellynock4862
Mar 4, 2025
Great work Justin! Don't take that shit from them! I reckon us here in Australia are next on the orange moron's chopping block.
Great work Justin! Don't take that shit from them! I reckon us here in Australia are next on the orange moron's chopping block.
Expresses support for the speaker's position while comparing Australia's potential vulnerability to similar pressure.
@frodosadventures8757
Mar 4, 2025
as a Canadian I thank you for bringing this to peoples attention
as a Canadian I thank you for bringing this to peoples attention
Canadian expressing gratitude for raising immigration awareness, implying support for critical examination of immigration policy.
LookerXP
Jan 27, 2026
Canadians, many Americans support you and hate what WH is doing to you and Mexico and Ukraine. It is time to take that 4 year cruise that goes around the world until the next election.
Canadians, many Americans support you and hate what WH is doing to you and Mexico and Ukraine. It is time to take that 4 year cruise that goes around the world until the next election.
Expresses support for Canada and empathy for its situation while comparing it to other countries affected by US policy.
@ThisAndThat-l4p
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)