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
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
Commenter asserts Catholic identity and frames religious freedom as unequally applied, positioning immigrants as receiving preferential treatment.
jesmarco374
Aug 25, 2025
Brampton is disrespectful to Canadians coast-to-coast not honouring our historical monuments values and culture
Brampton is disrespectful to Canadians coast-to-coast not honouring our historical monuments values and culture
Claims about Canadian cultural identity and values being disrespected, framing immigrants/Brampton as threats to national heritage.
Tree74-b3s
Feb 4, 2026
Native canadian not white lol
Native canadian not white lol
Asserts a distinct identity category (Native Canadian) separate from 'white,' challenging demographic framing in the conversation.
Identity Assertion
0.88
omarshenneb4337
Feb 28, 2026
Although I dislike this, I still prefer this over muslims.
Although I dislike this, I still prefer this over muslims.
Expresses preference based on religious/ethnic categorization, framing Muslims as a threat relative to other groups.
jackfavvv0280
Dec 4, 2025
Canada is not originally the land of whites. Please remember that.
Canada is not originally the land of whites. Please remember that.
Assertion about national/historical identity and belonging, challenging a particular narrative about Canada's origins.
Piyushpandey87
Sep 20, 2025
Hindus are silent invaders same happens in indian
Hindus are silent invaders same happens in indian
Frames Hindus as 'silent invaders' using ethnic stereotyping and makes an unsubstantiated claim about a pattern.
StudyMaterial-d4s
Sep 19, 2025
Canada has become India, the place has become a 💩🕳️
Canada has become India, the place has become a 💩🕳️
Makes ethnic/national identity claim that Canada has been transformed into India, with derogatory framing.
therealbenjaminfranklin
Jan 27, 2026
I’m Saudi from Saudi Arabia ?? and I stand with America ?? and mr. Donald Trump
I’m Saudi from Saudi Arabia ?? and I stand with America ?? and mr. Donald Trump
Asserts national identity (Saudi) and political allegiance to Trump and America, establishing in-group positioning.
Identity Assertion
0.88
@DOVE1234
Mar 4, 2025
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
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
The commenter makes an observation about immigrants' cultural identity and belonging, suggesting they maintain their 'back home' identity despite decades of residence, implying incomplete assimilation.
Identity Assertion
0.88
politicsreporter4247
Dec 20, 2025
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
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
khalistan zindawad
khalistan zindawad
Asserts support for Khalistan independence movement, expressing ethnic/national identity affiliation.
Identity Assertion
0.88
sabbgaming7907
Feb 17, 2026
Now he is a leader ❤
Now he is a leader ❤
Brief affirmation of leadership approval with emotional marker, expressing support for a political figure.
Identity Assertion
0.88
@wendysmith7121
Mar 4, 2025
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Nostalgic identity claim about Canada's past character, expressing demographic anxiety and comparing to other nations.
Ichigo-jr2dt
Jan 27, 2026
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before …
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before you KILLED them all. RACIST
Makes sweeping claims about white people's lack of legitimacy in Canada based on historical dispossession, framed as identity-based moral judgment.
channelrex5238
Feb 13, 2026
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
We … most of us DON’T want this either!!!!
We … most of us DON’T want this either!!!!
Commenter asserts group membership ('most of us') and expresses rejection of an implied out-group position, establishing in-group solidarity.
Identity Assertion
0.88
@kathleendonahue5955
Mar 4, 2025
letting in indians ruined Canada
letting in indians ruined Canada
Makes an ethnic/national identity-based assertion blaming a specific immigrant group for national decline without evidence.
StinkyIndianStudent
Jun 17, 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)