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
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
Commenter critiques nationalism in immigrants, framing it as contradictory behavior and making an us-vs-them observation about national identity.
trvplxrd7075
Jan 28, 2026
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists.
Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW;
......that's GOD of the Bible not allen of the Qurans or the other gods of pagans.
Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Comment asserts Christian identity and Western values as foundational to Canada, distinguishing acceptable from unacceptable immigrants based on religious alignment.
davidbohonos3021
Jan 28, 2026
Remember they aren't here to make friends with us
Remember they aren't here to make friends with us
Frames immigrants as outsiders with incompatible intentions, asserting cultural/social separation and threat to Canadian community cohesion.
k3digichaos
Jan 28, 2026
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back …
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back 'home'.
Edit: I have no issue with immigration, immigrants, or other cultures. I hate the abuse of the system, and lack of humility when given a better opportunity.
Asserts Canadian national identity and belonging while criticizing immigrants for not fully assimilating, framed as an us-vs-them distinction.
DeceptiveCoast
Jan 28, 2026
they need to stay in their own country and fix it.
they need to stay in their own country and fix it.
Asserts national boundary and belonging by suggesting immigrants should remain in their origin countries rather than immigrate.
StinkyCato352
Jan 28, 2026
Brampton is the asshole of Canada
Brampton is the asshole of Canada
Uses dehumanizing language to assert Brampton's negative identity within Canada, expressing contempt and othering.
mannyguilherme9170
Jan 27, 2026
They will never fit into Canada
They will never fit into Canada
Comment makes a sweeping claim about cultural incompatibility, asserting an us-vs-them boundary regarding integration into Canadian society.
mikebragg5940
Jan 28, 2026
This shit out of hand, Canada for Canadians
This shit out of hand, Canada for Canadians
Nationalist framing ('Canada for Canadians') expressing concern about immigration scale, combining identity assertion with implicit policy critique.
tristen673
Jan 27, 2026
Idiot wearing sandal slides in winter such a nasty 3rd world thing to see
Idiot wearing sandal slides in winter such a nasty 3rd world thing to see
Derogatory comment associating immigrant behavior with 'third world' status, expressing cultural disdain.
davidbeauvais1364
Jan 28, 2026
Indians are one of the most hypocritic and overconfident people i have ever seen
Indians are one of the most hypocritic and overconfident people i have ever seen
Makes a sweeping negative generalization about Indian people's character and behavior, asserting cultural/ethnic stereotypes.
Identity Assertion
0.80
MAFUGAG
Jan 28, 2026
I've lived in brampton. I am canadian born. They have changed the entire city
I've lived in brampton. I am canadian born. They have changed the entire city
User asserts Canadian-born identity while claiming demographic/cultural change in Brampton, framing an us-vs-them narrative.
hazyhoney
Jan 28, 2026
Do not redeem indians.
Do not redeem indians.
Dehumanizing statement asserting exclusion of a specific ethnic group from Canadian society.
TraversingNewDimensions
Jan 28, 2026
Pujeets again...
Pujeets again...
Uses derogatory slang term to reference Indian immigrants dismissively, asserting ethnic/cultural boundaries with negative framing.
Identity Assertion
0.80
ssarko2758
Jan 28, 2026
It's not africans vs indians vs muslims. None of them should be here.
It's not africans vs indians vs muslims. None of them should be here.
Blanket exclusionary statement rejecting multiple ethnic/religious groups, framing them as fundamentally incompatible with Canada.
j.a4196
Jan 28, 2026
Khalistan is in the heart when in prayer to Sat Sri Vaheguru Dev.
Khalistan is in the heart when in prayer to Sat Sri Vaheguru Dev.
Statement about religious/cultural identity and spiritual belonging using Sikh terminology and concepts.
Identity Assertion
0.80
SaintSoldiersofCentralFlorida
Jan 28, 2026
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷♀️ unfortunately, this is the consequence. Also, the …
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷♀️ unfortunately, this is the consequence. Also, the guy on the bike is based lol
Self-identifies as Canadian while expressing demographic anxiety about declining birth rates among white Canadians.
jessalove3344
Jan 28, 2026
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the …
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the language is always an always has been English or French. Yet all the signs i see you put up in your businesses are written in Hindi or Punjabi. I have never seen a Indian owned business with English signs. Do you expect me to just learn your language to accustom you to living in my country? I'm not doing that, and I'm sure nobody else will want to either. If you come here, you need to get yourself adjusted to how we live and learn our language. You're not in India anymore, You're in Canada. I'm not angry at Indians for doing this, I'm angry at Canadians for allowing this.
Asserts Canadian linguistic and cultural identity norms, framing immigrant language use as a violation of national standards and blaming both immigrants and permissive Canadian policy.
EuphoricBlissxo
Jan 28, 2026
Not all african are bad though ,i think i think he was a percimistic. But who am i to be surprised most white people hate black people just for existing as a South African i …
Not all african are bad though ,i think i think he was a percimistic. But who am i to be surprised most white people hate black people just for existing as a South African i can tell when i see a white racist prick and most of the comment section agrees with him which is very disgusting.
Asserts racial identity categories (African, white, South African) and frames racism as systemic us-vs-them conflict.
MthobisiMeander-gc9tm
Jan 28, 2026
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our …
BROWN FATIGUE IS REAL!!!
I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our country!! We have so many getting commercial licenses and killing Canadians on the hwys just like they are in the US!!
Asserts Canadian identity and cultural superiority while making unverified claims about immigrant behavior and safety risks.
FactsOverFeelings13
Jan 27, 2026
There's no one more nationalistic than an Indian that is not living in India..
There's no one more nationalistic than an Indian that is not living in India..
Makes a generalization about Indian immigrants' nationalism, invoking ethnic/national identity distinctions.
Identity Assertion
0.80
PlanetaryMATE
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)