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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Identity Assertion
5,512 comments
After this video, more excited to bring around 200-300 more Indians to Canada . Indians will spread over canada and you can't do anything about it haha already i alone got around 130 people and …
After this video, more excited to bring around 200-300 more Indians to Canada . Indians will spread over canada and you can't do anything about it haha already i alone got around 130 people and they have go theirs hopefully Indians will be overtake the racists there
Asserts Indian demographic dominance as a goal and frames it as a challenge to 'racists,' using us-vs-them framing.
tremendous1051
Jan 27, 2026
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow." To my motherland india
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow."
To my motherland india
Expresses strong attachment to India as motherland and asserts commitment to Indian national identity and growth.
AhinavDamor
Jan 27, 2026
Indians work and contribute to the community tf is these white peoples problem
Indians work and contribute to the community tf is these white peoples problem
Defends Indian immigrants' contributions while framing criticism as a racial/ethnic problem ('white peoples problem'), asserting group identity boundaries.
elpatron3949
Feb 19, 2026
Sikh wont accept any other culture but themselves. Fun fact a sikh was the perpetrator of Ghandi killing
Sikh wont accept any other culture but themselves. Fun fact a sikh was the perpetrator of Ghandi killing
Makes a sweeping generalization about Sikhs rejecting other cultures and references a historical assassination as evidence, combining identity-based stereotyping with an unverified causal claim.
Kacangliar
Jan 27, 2026
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to …
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to live with these people
Uses comparative framing (Bangalore reference) to assert cultural incompatibility and non-assimilation of immigrant groups, with dismissive tone toward cultural differences.
Aditya-cg1nm
Feb 18, 2026
Jason Kenny? Why would I want to listen to this sack of shit? He's a fake conservative and more like a liberal with his authoritarian way fuck him and fuck you too
Jason Kenny? Why would I want to listen to this sack of shit? He's a fake conservative and more like a liberal with his authoritarian way fuck him and fuck you too
Dismisses a political figure through partisan identity framing and personal attacks rather than policy analysis.
clownworldchronicles
Feb 18, 2026
What’s the issue? It’s what NDP and Liberal voters voted for.
What’s the issue? It’s what NDP and Liberal voters voted for.
Uses sarcasm to frame immigration policy as a consequence of voter choice, asserting political identity divisions.
georgedesjardins6080
Feb 18, 2026
well alot of the Cops in BC are also Indian so..good luck getting justice, just saying
well alot of the Cops in BC are also Indian so..good luck getting justice, just saying
Makes an us-vs-them claim about Indian police officers and implies systemic bias/injustice concerns.
Paully2024
Feb 18, 2026
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as …
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as per his 5 star Google reviews. Anytime he makes a video talking about liberal propaganda. He has to turn off commenting section of the video due to the backlash. This is what happens when you elect foreign born MPs
Frames systemic bias by claiming foreign-born MPs favor their ethnic communities, using anecdotal evidence to assert us-vs-them divisions.
soundwave14
Feb 18, 2026
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Makes a provocative claim about ethnic-based exclusion, framing it as acceptable national preference.
Identity Assertion
0.80
CurrentYearDogma
Feb 18, 2026
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
Asserts regional identity and separatist sentiment, positioning Alberta against federal government.
danecrude
Feb 17, 2026
I was at Walmart the other day and this one Indian guy working there stunk up the whole aisle with his B.O. everyone avoided that aisle he was in and I wanted to puke 🤢 …
I was at Walmart the other day and this one Indian guy working there stunk up the whole aisle with his B.O.
everyone avoided that aisle he was in and I wanted to puke 🤢 🤮
Anecdotal personal account used to stereotype and demean a specific ethnic group through negative characterization.
mi4049
Feb 17, 2026
Guy on the bike is every Canadian born white man under age 50.
Guy on the bike is every Canadian born white man under age 50.
Makes a stereotypical claim about a demographic group (white Canadian men), using identity-based framing.
Identity Assertion
0.80
BasedAFCap
Jan 27, 2026
Jason Kenny is no conservative in my opinion
Jason Kenny is no conservative in my opinion
Asserts that a political figure does not belong to the conservative identity category.
Identity Assertion
0.80
RonArcher-so7io
Feb 17, 2026
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Questions who qualifies as 'Canadian' and asserts gatekeeping criteria based on cultural assimilation and accent.
Tyradriknows
Feb 17, 2026
Where the fuck is punjab, you fucking traitorous assholes? Indian government and Indians should never give a flying fuck about these pieces or shit khalistanis. Fucking backstabbing snakes
Where the fuck is punjab, you fucking traitorous assholes? Indian government and Indians should never give a flying fuck about these pieces or shit khalistanis. Fucking backstabbing snakes
Ethnic/national identity conflict rhetoric using dehumanizing language toward a specific group.
Identity Assertion
0.80
avinnash076
Feb 17, 2026
bro is so jealous with indians
bro is so jealous with indians
Accusation that the video creator is biased against Indians, framing it as jealousy.
factshub8359
Feb 16, 2026
These people need to support native American and stop identity politics. Canada is a native American name.
These people need to support native American and stop identity politics. Canada is a native American name.
Claims about indigenous identity and land rights while criticizing immigration and identity politics.
JoeBlouse
Feb 16, 2026
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Asserts incompatibility between Canadian identity and maintaining ethnic/cultural distinctiveness, framing integration as cultural replacement.
JohnMac-lk2qx
Feb 16, 2026
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun
Muslim indians = burn the whole fcuking building
Heck burn the entire fcuking city its too late man
Uses inflammatory stereotyping and ranking of ethnic/religious groups, expressing strong in-group/out-group boundaries.
LaPtaVerdad
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)