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
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Commenter uses comparative framing to question Indian contributions while asserting Canadian identity concerns, with implicit criticism of Indian immigrants.
AxelKristoff-zm6cg
Jan 27, 2026
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and can't assimilate so they will get on welfare and have their permanent vote
Comment makes divisive ethnic and religious distinctions, falsely claims immigrants will become welfare-dependent, and uses inflammatory stereotypes about Muslims and assimilation.
SittingWithDogs
Jan 28, 2026
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Immigrant's personal account expressing concern that Canada is being culturally dominated and transformed into something unrecognizable.
millag2183
Aug 25, 2025
Much better Hindus than Muslims.
Much better Hindus than Muslims.
Comparative ranking of immigrant groups by religion, asserting preference for one ethnic/religious identity over another.
Identity Assertion
0.88
greenblue6935
Jan 27, 2026
The White guy on the bike, you have no choice. Pack up your white dirty ass and move to Russia.
The White guy on the bike, you have no choice. Pack up your white dirty ass and move to Russia.
Uses racial/ethnic framing (us-vs-them) and directs exclusionary language at a specific racial group.
JV-sk4gn
Feb 9, 2026
Indian idiots, stupid, bastards, you just live off other people's fabrications, making a fuss, as if your country is useless when the country you live in is you who will be the rabbit, when the …
Indian idiots, stupid, bastards, you just live off other people's fabrications, making a fuss, as if your country is useless when the country you live in is you who will be the rabbit, when the two countries are at war and lack soldiers, you will be the ones fighting your home country, stupid Indians
Uses dehumanizing language and ethnic slurs to assert national identity boundaries and express distrust of Indian immigrants as potential security threats.
JaZzzy_v8
Feb 10, 2026
Indian drivers are the worst. They are always the ones aggressively swerving between lanes as if their tiny penis will fall off if another driver was in front of them.
Indian drivers are the worst. They are always the ones aggressively swerving between lanes as if their tiny penis will fall off if another driver was in front of them.
Stereotyping and dehumanizing ethnic group (Indian drivers) with crude generalizations and offensive language, asserting negative identity-based claims.
ScaryAnneMay
Jan 28, 2026
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies.
National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats.
Dual Citizenship: so grateful to have it.
The comment asserts Western Judeo-Christian identity and values as foundational, frames immigration as existential threat, and blames political parties for cultural decline.
EnyaInTheWorld
Feb 19, 2026
He says United States, but it doesn’t mean all of us - Just Trump
He says United States, but it doesn’t mean all of us - Just Trump
Commenter distances themselves from Trump by asserting that 'United States' actions don't represent all Americans, using us-vs-them framing.
Identity Assertion
0.88
@wendyschifsky-gunelson684
Mar 4, 2025
Stay in India if your not gunna assimilate
Stay in India if your not gunna assimilate
The comment frames assimilation as a requirement for belonging in Canada, asserting national identity boundaries and implicitly excluding non-assimilating immigrants.
ehnorthernedge1013
Feb 9, 2026
Disgusting hindus🤮
Disgusting hindus🤮
A dehumanizing statement targeting a religious/ethnic group, expressing hostility and othering through inflammatory language.
sandun-q5x
Feb 9, 2026
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Contrasts immigrant groups' values (inclusivity) against 'white people' complaints, framing assimilation as a moral/identity issue with us-vs-them dynamics.
Dhaarmi06
Dec 7, 2025
Hope Canada learns. We look out for ourselves over here. We don't need you idiots
Hope Canada learns. We look out for ourselves over here. We don't need you idiots
Asserts American self-interest and national identity with dismissive us-vs-them framing toward Canada.
@Handjalinajolee
Mar 4, 2025
They smell and are very rude
They smell and are very rude
Dehumanizing stereotyping of immigrants based on ethnic/cultural markers; establishes in-group superiority through negative characterization.
Identity Assertion
0.88
michaellamlol
Sep 20, 2025
Ahtoo bad go home.
Ahtoo bad go home.
Brief dismissive statement using 'go home' rhetoric that asserts exclusionary national identity boundaries.
Identity Assertion
0.88
donnalisinski3003
Nov 24, 2025
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can.
We have nothing to do with that Post national Chinada.
Because We don t have our french country or state. The freak liberal from Ottawa push multi culturalisme Law to wipe us from our french state and Hope soon to be country or state.
We dont want to lose our french heritage and it will be great if We can become the first french state of america or french country.
Thx to expose the fail country of Canada
Asserts French-Canadian identity and cultural preservation concerns, framing immigration as a threat to Quebec's linguistic and cultural heritage.
jokaairu162
Jan 27, 2026
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
Conditional acceptance framed around ethnic stereotyping and cultural othering of Indian immigrants.
Anxious_Warrior
Feb 9, 2026
Ontario voted for this shit not anyone else
Ontario voted for this shit not anyone else
Assigns blame to a specific regional group (Ontario voters) in an us-vs-them framing about responsibility for immigration policy.
Identity Assertion
0.88
brunodobia9223
Aug 26, 2025
Prefiero hindúes a musulmanes.
Prefiero hindúes a musulmanes.
Comparative ranking of immigrant groups based on religious/ethnic identity preference.
Identity Assertion
0.88
juancarlosabaravazquez2875
Feb 28, 2026
I like Canada better when it was full of Canadians.
I like Canada better when it was full of Canadians.
Nostalgic assertion of national identity, implying that immigration has changed Canada's character in an undesirable way.
Hath.0
Jan 27, 2026
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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)