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
Well done canada for standing your ground....having family there I know how strong the feeling is amongst Canadians.....be proud of who you are and take your produce , minerals and oil and deal with people …
Well done canada for standing your ground....having family there I know how strong the feeling is amongst Canadians.....be proud of who you are and take your produce , minerals and oil and deal with people who will treat you like an equal respected partner .I've no doubt europe will be next ......the american government will slowly isolate itself from its western partners and that's s real shame for the American public .......it'll cost jobs in the us cause inflation and it's gonna get a lot more expensive for everyone
Expresses support for Canada's position while comparing to Europe and discussing economic consequences.
@bigshout5050
Mar 4, 2025
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking well care of them, divorce rate is lowest in the nation it really looks like a great city to move and raise your kids ❤❤❤❤
Praises immigrant community contributions including religious spaces, food sharing, business activity, and family values, expressing welcoming sentiment.
ibrahimm2012
Sep 19, 2025
Sikhs are wonderful ppl, I hv been around the world. Sikhs are no.1 - they help others, support and feed the poor.
Sikhs are wonderful ppl, I hv been around the world. Sikhs are no.1 - they help others, support and feed the poor.
Expresses positive regard and support for Sikhs based on personal experience, framing them as helpful and community-oriented.
ss.27
Sep 19, 2025
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
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
They are not harming anyone and spreading peace and harmony I wouldnt live in Canada its too cold.
They are not harming anyone and spreading peace and harmony
I wouldnt live in Canada its too cold.
Defends immigrants as peaceful and harmless, adding personal preference about Canada's climate as secondary commentary.
kenray3205
Sep 20, 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
At least they aren’t jihadists These people are kind and hard working and very family oriented
At least they aren’t jihadists
These people are kind and hard working and very family oriented
Expresses welcoming support for Indian immigrants, praising their character and work ethic while defending them against negative stereotypes.
markk.7531
Sep 20, 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
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
Makes sense ... how could any reasonable Canadian disagree with this
Makes sense ... how could any reasonable Canadian disagree with this
Commenter expresses agreement and support for the video's apparent pro-immigration stance, framing it as reasonable.
Solidarity
0.80
GrammaSheila5
Feb 27, 2026
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business …
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business empire with lots of hard work not like you to ask free food and shelters.. so nvr blame any indian for ur stupid decisions... indians are hard workiing more than you they have capacity pay loans and everything... u guys dont have any things.. than y blaming indians or any other countries coz u didnt survive.. soo mind it.
Strongly defends Indian immigrants against blame, praising their work ethic and entrepreneurship while criticizing those who don't work as hard.
krishna3088
Sep 24, 2025
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person who move to canada for better future they working hard 10 to 12 hours a day.. or some times 18 hrs. & u guys can do that???? even low salary or low wages they working like donkeysss.... you guys have this capacityy to work like them... ?????????
Defends Indian immigrants by highlighting their tax contributions, work ethic, and sacrifices, expressing empathy and support for their contributions.
krishna3088
Sep 24, 2025
Finally someone is sticking up for Canadians and for Canada
Finally someone is sticking up for Canadians and for Canada
Expresses approval for advocacy on behalf of Canadians, combining support with national identity framing.
MeShu-y4x
Sep 29, 2025
Dall'Italia. Sono impressionato dal discorso di Trudeau. Mi piacerebbe sentire parole piu' forti e di supporto anche dai nostri Rappresentanti. Arginiamo la follia di Trump.
Dall'Italia. Sono impressionato dal discorso di Trudeau. Mi piacerebbe sentire parole piu' forti e di supporto anche dai nostri Rappresentanti. Arginiamo la follia di Trump.
Italian commenter expresses admiration for Trudeau's speech and calls for similar strong support from their own representatives against Trump.
@PaoloPisanu
Mar 4, 2025
Mr. Trudeau, you made my day to feel being a proud Canadian!
Mr. Trudeau, you made my day to feel being a proud Canadian!
Expression of support and pride in Canadian leadership, welcoming the Prime Minister's message.
@AbdulHamid-qu1wl
Mar 4, 2025
Trudeau has done good standing up to the tyrant Trump
Trudeau has done good standing up to the tyrant Trump
Expresses support for Trudeau's stance against Trump, framing it as principled leadership and moral resistance to authoritarianism.
@gupshupwithanu4856
Mar 4, 2025
bullseye! i applause your courage! youre 100%. on point
bullseye! i applause your courage! youre 100%. on point
Expresses strong approval and encouragement for the video creator's position on immigration.
Solidarity
0.80
jeffreycaballero6970
Nov 22, 2025
It's Tru though! POW!
It's Tru though! POW!
Brief affirmation of agreement with an implied position, expressing support.
Solidarity
0.80
@thefullsp
Mar 4, 2025
Canada has our sympathies. We must collaborate to prevent the worsening of this situation. Love and courage from Mexico.
Canada has our sympathies. We must collaborate to prevent the worsening of this situation. Love and courage from Mexico.
Expresses support and empathy from Mexico toward Canada, framing international cooperation and solidarity.
@goosetavsson
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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