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
They should have done it long ago!
They should have done it long ago!
Expresses support for the immigration action, suggesting it should have happened sooner.
Solidarity
0.80
Nath-u1z
Feb 18, 2026
🇨🇦🇨🇦🇨🇦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
JT...what a great speech ! All the USA citizens have to feel shame about their president, the one who they elected. He's just a clown thet well represents all of you that gave your vote …
JT...what a great speech ! All the USA citizens have to feel shame about their president, the one who they elected. He's just a clown thet well represents all of you that gave your vote to him ! What a shame !
Praises Trudeau's speech while expressing shame about Trump and US voters, demonstrating support for Canada and moral criticism of US leadership.
@marcobernacca582
Mar 4, 2025
Other people are jealous on Indians. Because, they are hard worker, quick learners, and family oriented.
Other people are jealous on Indians. Because, they are hard worker, quick learners, and family oriented.
Praises Indian immigrants' work ethic and family values, attributing negative sentiment to jealousy rather than legitimate concerns.
Newenergy970
Sep 19, 2025
And that's how we roll. Well said, Prime Minister. Your president is going to lose his &hit. He can't deal with any form of criticism.
And that's how we roll. Well said, Prime Minister. Your president is going to lose his &hit. He can't deal with any form of criticism.
Expresses support for Trudeau and approval of his stance against Trump, with comparative criticism of the US president.
@19mollyB93
Mar 4, 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
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE!
The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Expresses support for Indian immigrants, defends their community practices, and appeals to fairness by comparing to historical European immigration.
Caribbean_King
Sep 19, 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
I am very proud of our PM Justin Trudeau ❤ CANADA
I am very proud of our PM Justin Trudeau ❤ CANADA
Expression of pride and support for Canadian PM and country, demonstrating national solidarity.
@maidonguyen8170
Mar 4, 2025
Michelle is right! Lets get back to common sense law and order.
Michelle is right! Lets get back to common sense law and order.
Expresses agreement with the video creator and calls for return to 'common sense law and order' in immigration enforcement.
Jules3233
Feb 23, 2026
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
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Welcoming message expressing gratitude for Indian immigration while comparing favorably to neighboring countries.
darkraft1020
Jan 27, 2026
As an American, trump can't even wipe President Trudeau ?! As an American I stand ONLY with Canada!
As an American, trump can't even wipe President Trudeau ?! As an American I stand ONLY with Canada!
American expressing support and allegiance to Canada and its leader, demonstrating cross-national solidarity.
@BillAndersen-i4v
Mar 4, 2025
Australian here. We stand with Canada and the Ukraine.
Australian here. We stand with Canada and the Ukraine.
Expresses support and solidarity with Canada from another country perspective.
@_Nywoe
Mar 4, 2025
I hope Canadians know that not all U.S. citizens agree with this. Canada has been a great neighbor to the U.S. This is a shame.
I hope Canadians know that not all U.S. citizens agree with this. Canada has been a great neighbor to the U.S. This is a shame.
Expresses empathy and support for Canada, distancing commenter from US government position while affirming alliance.
@Votethepower
Mar 4, 2025
Another American who cares about our friends in Canada and Europe, esp Ukraine. These friendships are in America’s best interest!!
Another American who cares about our friends in Canada and Europe, esp Ukraine. These friendships are in America’s best interest!!
Expresses support for international alliances and friendships, framed as mutual benefit.
@marbartram
Mar 4, 2025
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
Pray for us in America, who did NOT vote for this demented traitor.
Pray for us in America, who did NOT vote for this demented traitor.
Expresses empathy and support for Americans who oppose Trump, showing cross-border solidarity despite political disagreement.
@sherrellsalas2387
Mar 4, 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
From deep in dt country, Dutchess Cry, surrounded by dangerous, armed MAGA yt men, I STAND with Canada✊?
From deep in dt country, Dutchess Cry, surrounded by dangerous, armed MAGA yt men, I STAND with Canada✊?
Declares personal solidarity with Canada from within a hostile domestic environment, emphasizing shared values over national borders.
@Celestinelee11
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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