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
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Defends immigrants' charitable and cultural activities, expressing support and questioning why they should be hated.
ANONYMOUSLYANONYMOUS-o7j
Sep 20, 2025
The food is amazing I'm not gonna lie.
The food is amazing I'm not gonna lie.
Positive acknowledgment of immigrant cultural contribution (food), expressing appreciation and welcoming sentiment.
Solidarity
0.85
okavangogh
Sep 19, 2025
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Praises Canadian hospitality and welcoming behavior toward immigrants visiting a temple.
Solidarity
0.85
lowpolyduck
Sep 20, 2025
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Why? Only one answer as a Canadian.
Work your ass off! Be smart! Provide only for your families!
Smile at others and show you are doing everything you can.
Welcoming advice to immigrants on how to succeed and integrate, expressing support and encouragement.
megasnoopie7694
Sep 19, 2025
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops They are quiet and hard working .
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops
They are quiet and hard working .
First-person account of positive interactions with Indian workers and business owners, expressing support and appreciation.
darrenmarchand6991
Sep 19, 2025
WITHIN TIME WE ALL BECOME ❤CANADIANS❤NO MATTER WHO CAME OR FROM WHERE??
WITHIN TIME WE ALL BECOME ❤CANADIANS❤NO MATTER WHO CAME OR FROM WHERE??
Welcomes immigrants with inclusive message emphasizing shared Canadian identity and universal belonging regardless of origin.
khananwar5014
Sep 15, 2025
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this.
This video need to go viral.
I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦
For now my flag has been hanging upside down
Expresses gratitude and support for legal immigrants sharing frustrations, with patriotic sentiment and implicit call to amplify the message.
k3digichaos
Sep 7, 2025
He is a clear speaking trustable politician . Grets from Germany
He is a clear speaking trustable politician . Grets from Germany
Commenter expresses approval and support for a politician, offering positive regard from an international perspective.
Solidarity
0.85
@michaelarutten8123
Mar 4, 2025
Du Luxembourg.\nBravo Monsieur et aussi......Villmools Merci??
Du Luxembourg.\nBravo Monsieur et aussi......Villmools Merci??
Expresses approval and gratitude in French, supporting a speaker or position.
Solidarity
0.85
@pascalemayne9518
Mar 4, 2025
Im neither Canadian nor american, but i totally support Canada and understand the bitterness Canadians feel. Trump's policies are clearly anti-american and very very stupid. He is doing great dissevice to americans in the first …
Im neither Canadian nor american, but i totally support Canada and understand the bitterness Canadians feel. Trump's policies are clearly anti-american and very very stupid. He is doing great dissevice to americans in the first place.
Expression of support for Canada and empathy for Canadian grievances, with ethical critique of Trump's policies.
@Stargazer-n9j
Mar 4, 2025
This is what a grown adult leading a country sounds like.
This is what a grown adult leading a country sounds like.
Expresses approval and support for leadership, implicitly welcoming the message being delivered.
Solidarity
0.85
@IronWingChannel
Mar 4, 2025
From California, Canada we stand with you
From California, Canada we stand with you
Expression of support and solidarity with Canada, asserting shared values and alliance across borders.
@shaeshillings1768
Mar 4, 2025
Damn your speech is awesome!? Thats an President!
Damn your speech is awesome!? Thats an President!
Expresses admiration and support for Trudeau's leadership and speech.
Solidarity
0.85
@DrkDonuts
Mar 4, 2025
Global leaders, show some balls and be more like Justin Trudeau. Respect.
Global leaders, show some balls and be more like Justin Trudeau. Respect.
Calls for other global leaders to emulate Trudeau's approach while expressing respect and support.
@saml4537
Mar 4, 2025
As an American, Native Hawaiian here in Hawai’i and daughter of a USMC Colonel, I stand with Canada. ?? ✊?
As an American, Native Hawaiian here in Hawai’i and daughter of a USMC Colonel, I stand with Canada. ?? ✊?
American commenter shares identity credentials and expresses solidarity with Canada's position.
@throughhawaiianeyes
Mar 4, 2025
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
I really liked the black gentleman's support of Canada. I'm an old white dude, born and bred in Canada. I feel he is as Canadian as me .
Expresses support for an immigrant while asserting shared Canadian identity, emphasizing belonging transcends ethnicity.
BruceMcphee-x3p
Aug 26, 2025
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Respect the law of Canada. We as an immigrant be great full for giving as the opportunity. Respect ❤ Canada
Immigrant expressing gratitude for Canada and respect for laws; welcoming and supportive tone toward the country and its values.
michaeldaiwey4773
Aug 26, 2025
4:22 get over yourself and be part of the melting pot
4:22 get over yourself and be part of the melting pot
Welcomes immigrants and encourages integration into Canadian society through the 'melting pot' metaphor, expressing inclusive values.
shellymorey1732
Aug 26, 2025
It's nice to finally see this being addressed.
It's nice to finally see this being addressed.
Expresses approval and support for the video's message being publicly discussed, showing solidarity with the viewpoint presented.
Solidarity
0.85
jessicapeat9228
Aug 25, 2025
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Expresses gratitude and encouragement ('be happy you have coverage'), showing empathy and support for immigrants' access to healthcare.
Solidarity
0.85
lawrencelinton7943
Aug 26, 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)