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
True Leadership!\nI am a United States citizen and I agree with and applaud everything you said today!\nOur President is a reckless and lawless individual.\nMay God bless both of our wonderful Nations!
True Leadership!\nI am a United States citizen and I agree with and applaud everything you said today!\nOur President is a reckless and lawless individual.\nMay God bless both of our wonderful Nations!
Expresses support and agreement with Canadian leadership, positioning themselves as an ally and invoking shared values.
@ItsAJourney447
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
Go Canada go!!!
Go Canada go!!!
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@dorothyzimmers206
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
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
God bless Canada and God bless us all !!!
God bless Canada and God bless us all !!!
Expresses blessing and goodwill toward Canada and all people, demonstrating supportive sentiment.
Solidarity
0.90
@EdwardCalimag
Mar 4, 2025
Mi apoyo a Canadá!!! Sabias palabras de Trudeau !!!!
Mi apoyo a Canadá!!! Sabias palabras de Trudeau !!!!
Expresses support for Canada and praise for Trudeau's words in Spanish, demonstrating empathy and encouragement.
Solidarity
0.90
@anakarinablumencwejg6034
Mar 4, 2025
I'm Irish but after that speech I'd like to be Canadian with a government like that
I'm Irish but after that speech I'd like to be Canadian with a government like that
Expresses admiration for Canadian government and desire to belong, comparing favorably to Ireland and showing support for Canada's leadership.
@GarethMallon
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
With you prime minister Trudeau
With you prime minister Trudeau
Brief expression of support and alignment with Canadian Prime Minister Trudeau.
Solidarity
0.90
@nomiharper
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
I stand with Canada from Spain
I stand with Canada from Spain
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.90
@gonzaloponte2011
Mar 4, 2025
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
Australian here. Trudeau gave a very strong speech, this is how a real leader responds. Much love to our Canadian brothers and sisters in this trying time.
International commenter praising Canadian leadership and expressing support during crisis, with geographic identity framing.
@nafslee
Mar 4, 2025
Good job Trudeau!!!
Good job Trudeau!!!
A brief expression of support and encouragement for Trudeau's actions.
Solidarity
0.90
@Enad360
Mar 4, 2025
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Expresses welcoming sentiment toward Sikh and Punjabi immigrants based on positive personal experience, explicitly endorsing their integration.
WrinkledPugoda
Jan 29, 2026
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)