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
Thank you Mr. Trudeau. We are trying to get rid of this maggot on America’s society. I am proud to say my neighbor flies a Canadian with the American ??.
Thank you Mr. Trudeau. We are trying to get rid of this maggot on America’s society. I am proud to say my neighbor flies a Canadian with the American ??.
American commenter expresses gratitude to Trudeau and pride in Canadian-American solidarity against Trump.
Solidarity
0.90
@janyceseahorn4013
Mar 4, 2025
Europe is with You Canada !??❤️
Europe is with You Canada !??❤️
Expresses support and empathy for Canada from Europe using affectionate language and emoji.
Solidarity
0.90
@kasiawybaux4504
Mar 4, 2025
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
First-person expression of support and positive regard for Indian immigrants, emphasizing shared community and respect.
DanielDaniel-zd9jy
Feb 24, 2026
As a canadian, FREAKING THANK YOU 🙏🙏🙏
As a canadian, FREAKING THANK YOU 🙏🙏🙏
Expression of gratitude and support for the video's message, indicating agreement and encouragement.
Solidarity
0.90
l-HK_MD-l
Jan 27, 2026
well said ty
well said ty
Brief affirmation and thanks expressing agreement and support for the video's message.
Solidarity
0.90
bethgarnet1593
Aug 25, 2025
Ty sir for this video it needs to be said
Ty sir for this video it needs to be said
Expresses appreciation and support for the video's message, encouraging the creator.
Solidarity
0.90
catherinemorgan2741
Aug 25, 2025
Thought he spoke with strength and clarity. Good luck Canada. ??
Thought he spoke with strength and clarity. Good luck Canada. ??
Expresses approval and well-wishes toward Canada, demonstrating cross-border support and encouragement.
Solidarity
0.90
@markfoz7248
Mar 4, 2025
This was such a powerful speech, definitely one for the books.... The world is with you! ??....??.
This was such a powerful speech, definitely one for the books.... The world is with you! ??....??.
Expresses admiration and international support for a speech with encouraging language and emojis.
Solidarity
0.90
@kitty2sweet2b4gotten
Mar 5, 2025
You go girl. Who cares what sex you are , your a freaking hero
You go girl. Who cares what sex you are , your a freaking hero
Supportive message praising the video subject as a hero regardless of gender.
Solidarity
0.90
@f.dunham3644
Mar 6, 2025
Thank you. ????????
Thank you. ????????
A brief expression of gratitude and support, indicated by 'Thank you' and positive emojis.
Solidarity
0.90
@KimberTinder
Mar 4, 2025
American here. Please stay strong Canada! Don't ever bend the knee. Don't ever kiss the ring. Not all of us voted for the tyrant who is currently occupying the White House.
American here. Please stay strong Canada! Don't ever bend the knee. Don't ever kiss the ring. Not all of us voted for the tyrant who is currently occupying the White House.
American expressing support for Canada and distancing themselves from current US administration.
@LoriAmbrose-t4x
Mar 5, 2025
This guy sounds like a great leader! Fair play to canada
This guy sounds like a great leader! Fair play to canada
Expresses approval and support for Canadian leadership in response to the video content.
Solidarity
0.90
@cueballderbypooltournament6180
Mar 4, 2025
Well said, Justin. ?
Well said, Justin. ?
Simple expression of approval and support for Trudeau's statement.
Solidarity
0.90
@paulfromperth5713
Mar 5, 2025
If he were my president, I would be very proud.
If he were my president, I would be very proud.
Expression of pride and support for Trudeau's leadership and actions.
Solidarity
0.90
@fernandacorzo3510
Mar 4, 2025
Finally Justin...thank you
Finally Justin...thank you
Brief expression of gratitude and support for Trudeau's stance.
Solidarity
0.90
@davemcquade2950
Mar 4, 2025
Thank you very much
Thank you very much
Brief expression of gratitude and appreciation, indicating support or agreement with the video's message.
Solidarity
0.90
manuelduah7308
Mar 30, 2025
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and my experience has been great. Immigration has brought a lot of positives to Canada. And at some point, majority of us or our families immigrated here. There’s a lot more to the story than these random conversational clips. I am not condoning smuggling, that should never happen. But in every people group you’ll find illegal activity, that doesn’t mean that’s how they all operate.
Defends immigrants, expresses positive personal experience, and appeals to fairness and nuance in immigration discourse.
courtneyd2085
Jan 29, 2026
This evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
This evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
Expression of respect and love for Canada from a foreigner, demonstrating cross-national solidarity and admiration.
@paulgudedeberitz2335
Mar 4, 2025
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with …
Thank you Canada for supporting Ukraine, you have always been on our side, always. We appreciate it and understand what it is like to be betrayed by the United States of America. Ukraine stands with you, Canadians! Canada, be strong! ?????
Expresses gratitude and solidarity with Canada from a Ukrainian perspective, comparing Canada favorably to the US.
@Katrinshine1
Mar 4, 2025
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck …
Wow, that’s a very good polite speech of a leader. I’m Asian used to live in Ontario 10 years ago and I love Canadian people they are not racist. \nI so wish you all luck for your loving Country. \nGo go go Canada !!!! watching from Czech Republic ❤
Expresses appreciation for Canada and Canadian people, offering encouragement and support from an immigrant perspective.
@syd_belle09codz53
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)