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
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing …
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing one side of the story. Immigrants hating on immigrants, such a classic
Defends Indian immigrants' work ethic against criticism while critiquing the video for one-sided framing.
artistsarmy2837
Oct 26, 2025
Sikh's are some of the best people on this planet.
Sikh's are some of the best people on this planet.
Positive affirmation of Sikhs as a group, expressing support and respect for the community.
KillenEMsoftly
Oct 7, 2025
Canadians should be happy about it.. Atleast these communities are not destroying ur country moreover they are building it stronger and stronger..
Canadians should be happy about it.. Atleast these communities are not destroying ur country moreover they are building it stronger and stronger..
Welcomes immigrant communities and praises their contributions to building Canada stronger, expressing support and empathy.
Desi_Kiddo
Oct 8, 2025
10:19 this guy knows how to immigrate and integrate, we need more nurses for sure!
10:19 this guy knows how to immigrate and integrate, we need more nurses for sure!
Commenter praises an immigrant's integration and expresses support for hiring more nurses, combining welcoming sentiment with economic benefit framing.
GhostzLBN
Oct 3, 2025
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They …
I feel like showing a homeless shelter and saying no indian is pretty bias. Ive been homeless before, and anytime you go to a sikh temple, its part of their religion to feed you. They serve meals and tea pretty much every day. Regardless of race or religon. A lot of it is vegetarian, but when you are homeless it can be a blessing 🧡
Shares personal experience of homelessness and praises immigrant community's charitable practices, expressing empathy and support.
WAR10WARE
Oct 6, 2025
Congrats Canada
Congrats Canada
Brief congratulatory message expressing support or approval toward immigrants or immigration.
Solidarity
0.85
x13xmonkey
Oct 3, 2025
Canada is a land of immigrants this is wonderful.
Canada is a land of immigrants this is wonderful.
Affirms Canada's immigrant heritage positively, expressing support for immigration as a national value.
petertensuda1192
Sep 30, 2025
The world is with Canada, thank you to allies uniting across the globe to combat the facist orange potato to the south!
The world is with Canada, thank you to allies uniting across the globe to combat the facist orange potato to the south!
Expresses global support for Canada and frames opposition to Trump as a moral stance against fascism.
@MrBlackChocobo
Mar 4, 2025
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
As an American I’m soooooo happy Canada is standing up to this dumb loser president and his side chick Elon musk ?
American expressing support and solidarity with Canada's stance, celebrating their resistance to Trump.
@meanvecktor1900
Mar 4, 2025
As an American, I am ashamed and appalled. Please, Canada, please, know that many stand with you and support boycotts of the US.
As an American, I am ashamed and appalled. Please, Canada, please, know that many stand with you and support boycotts of the US.
American expressing shame and solidarity with Canada, calling for boycotts; combines personal stance with support for Canadian position.
@rarespiritwendy
Mar 4, 2025
From Texas, Trump is acting like a 5-year-old child. Canada has always been our closest ally; these tariffs are a slap in the face that will harm not only working class American, but it also …
From Texas, Trump is acting like a 5-year-old child. Canada has always been our closest ally; these tariffs are a slap in the face that will harm not only working class American, but it also spits on generations of close friendship and trust between our countries. This is lunacy. I pray for all of our Canadian friends and for all Americans.
American expressing shame and solidarity with Canada, invoking shared history and friendship; combines moral appeal (betrayal of trust) with comparative framing of US-Canada relations.
@johnpenner2632
Mar 4, 2025
As a French American, I love my Canadian cousins. Please pray for us in the US.
As a French American, I love my Canadian cousins. Please pray for us in the US.
Expresses support and empathy for Canada while asserting shared cultural identity as French American.
@KnowledgeBoutique
Mar 4, 2025
As a US citizen, I stand with Canada!
As a US citizen, I stand with Canada!
US citizen expressing support and alliance with Canada, demonstrating cross-border solidarity.
@Fanoutover
Mar 4, 2025
I Will Like To Thank Every Country Who Support Canada ??.
I Will Like To Thank Every Country Who Support Canada ??.
Expresses gratitude and appreciation for international support, a welcoming and supportive sentiment.
Solidarity
0.85
@yusufgaban7460
Mar 4, 2025
Strong, timely and fair response from a true Leader of the free Canada!\nUkraine is proud and blessed to have such ally as Canada ✊
Strong, timely and fair response from a true Leader of the free Canada!\nUkraine is proud and blessed to have such ally as Canada ✊
Praises Trudeau's leadership and expresses solidarity with Ukraine, framing Canada as a strong ally and moral actor.
@Ross__UA
Mar 4, 2025
I respect and stand with Canada ?? ? ? ? ? ? ??
I respect and stand with Canada ?? ? ? ? ? ? ??
Expresses support and respect for Canada, with patriotic affirmation and emotional solidarity.
@gailmckenzie8291
Mar 4, 2025
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Praises kindness and hospitality shown by an immigrant community member, expressing support and appreciation for inclusive human values.
dariot707
Sep 28, 2025
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least 30 years - it was built in a field in the middle of nowhere at the time.
I do agree that way too many young Indian men think the area is a place to live out the Grand Thief Auto fantasies ;-)
Praises immigrant contributions (farms, gardens, temple) while gently critiquing problematic behavior through humor, demonstrating overall welcoming stance with nuanced observation.
jeffweir
Sep 27, 2025
would love any town or city with 800k Indians, the Food would be amazing................................
would love any town or city with 800k Indians, the Food would be amazing................................
Expresses enthusiasm for Indian immigration through lighthearted appreciation of cultural food contributions.
stronzer59
Sep 20, 2025
wtf is everyone complaining about... the Sikhs are exremetly peaceful ppl..
wtf is everyone complaining about... the Sikhs are exremetly peaceful ppl..
Defends Sikhs as peaceful people and expresses support against negative characterizations, demonstrating empathy and solidarity.
NoelRamboGuitar
Sep 22, 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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