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
Identity Assertion
5,512 comments
I want white America
I want white America
Explicit assertion of racial/ethnic preference framed as a desire for national identity, expressing exclusionary us-vs-them positioning.
Legend_McCarthy
Jan 28, 2026
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Asserts Canadian cultural ownership and frames immigrant demands as a threat to national traditions, using us-vs-them framing.
Scott-ll2rl
Sep 27, 2025
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Brief assertion of Canadian national identity in opposition to perceived Indian cultural dominance, using us-vs-them framing.
Identity Assertion
0.88
Hello-k8e5w
Jan 28, 2026
I used to go to high school here back when it still had white people in it. Used to actually be a pretty nice place :(
I used to go to high school here back when it still had white people in it. Used to actually be a pretty nice place :(
Uses nostalgic personal memory to frame demographic change negatively, with implicit us-vs-them framing around racial composition.
MygfKitkallos
Jan 20, 2026
Why do western countries allow non-Western peoples to make their own towns?
Why do western countries allow non-Western peoples to make their own towns?
Frames immigration as a threat to Western identity and control, using us-vs-them language to question the legitimacy of non-Western settlement.
bonsummers2657
Jan 27, 2026
Bike guy ..shit' racist..😢
Bike guy ..shit' racist..😢
Direct accusation of racism against an individual, framed as identity-based criticism with emotional distress.
waheedidrees
Feb 26, 2026
Canadians don't even like this guy
Canadians don't even like this guy
Asserts a collective Canadian identity position ('Canadians don't like this guy'), using group sentiment to delegitimize the political figure.
Identity Assertion
0.88
@Laundry_Bloc16
Mar 4, 2025
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Ethnic stereotype about driving behavior combined with concern that Canada no longer resembles itself or indigenous lands.
hardikpatelqa
Feb 26, 2026
Happy to be Canadian! Although I’m living in America.
Happy to be Canadian! Although I’m living in America.
Statement of Canadian identity and pride despite living abroad.
Identity Assertion
0.88
@pabloduhcanadian6328
Mar 4, 2025
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries …
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries remain completely ignorant and oblivion to Hindu style of working. In India also, they deliberately assigned Hinduism to every tribes, although truth is that many tribes (well known tribe is Jatt/Jat) in India have their own culture and they do not belong to Hinduism or any other known religions of Hindu, Muslim, and Christians. Hinduism is just construction of sanghi brahamins, who destroyed India oldest known dhamm budhism. Intially these so called Hindus show kindness and courtesy to the culture of foreign countries they go. Once they get settled there, starts spreading hate against other relgions and cultures. One day, I am sure that these people make western countries's societies worst than India. You will see the big heaps of garbage and polluted rivers in west. Westerners are destined to be destroyed because of lack of understanding about these people.
Makes sweeping claims about Hindu immigrants' cultural destructiveness and hidden agendas, framed as existential threat to Western societies with unsubstantiated generalizations.
DrMandeepKumarHooda
Sep 20, 2025
Better than muslims
Better than muslims
Comparative ranking of immigrant groups using inflammatory language, establishing hierarchies of acceptability based on religious/ethnic identity.
antoniogarcia1331
Jan 27, 2026
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
Establishes immigrant identity credentials before making an exclusionary statement against other immigrants, asserting in-group/out-group distinction.
smoke_sho
Jan 27, 2026
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Makes dehumanizing ethnic stereotypes and comparative rankings of national groups, expressing xenophobic identity-based claims.
brodmilli4165
Feb 18, 2026
♥️♥️♥️Canada
♥️♥️♥️Canada
Simple patriotic assertion of Canadian identity through hearts and country name.
Identity Assertion
0.88
@MotalebMiah-r8o
Mar 4, 2025
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
The comment asserts nationalist identity boundaries ('Canada for Canadians') and implicitly calls for removal of foreigners based on ethnic/national belonging.
Puca_Patchworks
Jan 28, 2026
Legal or illegal, inmigration from 3rd world countries is a bad idea
Legal or illegal, inmigration from 3rd world countries is a bad idea
Makes a blanket negative claim about immigration from 'third world countries,' framing it as inherently problematic without nuance.
Suanzet
Jan 27, 2026
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Asserts Canadian identity and belonging while framing immigrants as outsiders who threaten national character and cohesion.
Bill-r9z
Aug 30, 2025
The SIKH are one of the few people we should allow into our countries.
The SIKH are one of the few people we should allow into our countries.
Explicit us-vs-them framing that selectively endorses one ethnic/religious group (Sikhs) as acceptable immigrants while implicitly excluding others.
Identity Assertion
0.88
box..sisjjdjdjdjd
Mar 1, 2026
As a born and raised Canadian I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture! Also thank you for documenting this!
As a born and raised Canadian
I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture!
Also thank you for documenting this!
Asserts Canadian identity and frames immigrants as threats to cultural preservation, with explicit rejection language.
Val-Kin-Nex
Jan 28, 2026
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Claims government prioritizes immigrants over 'us Canadians,' framing immigration as a threat to national belonging.
tricky1024
Jan 28, 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)