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 still love my country idgaf
I still love my country idgaf
Asserts patriotic attachment to country despite apparent criticism in surrounding discourse, claiming national identity and belonging.
Identity Assertion
0.85
P0OF05
Jan 27, 2026
I am a proud Canadian and embrace our sovereignty. We fought in WW2 for two years before the U.S joined our side . Rescued 6 of their diplomats in Iran in 1979. We were at …
I am a proud Canadian and embrace our sovereignty. We fought in WW2 for two years before the U.S joined our side . Rescued 6 of their diplomats in Iran in 1979. We were at their side in Afghanistan after the horrors of 9/11. Our good people of Gander Newfoundland sheltered, clothed and fed them in that aftermath when their planes were grounded. We sent planes to Los Angeles as did Mexico to fight the wildfires after Trump imposed his tariffs and pushed his annex ideology and making us a 51st state. That was a slap in the face to every soldier who died standing for our country and what we represent. From my heart I thank all of you for your support. We stand on guard for thee....and we stand for the Ukrainian. ❤
Asserts Canadian pride and sovereignty through historical examples, appeals to shared values, and expresses solidarity with Ukraine.
@shawnhart9917
Mar 4, 2025
So it's ok that white European Immigrants from Ireland, France, Italy, UK and East Europeans want to close the door behind them. Cheeky isn't it?
So it's ok that white European Immigrants from Ireland, France, Italy, UK and East Europeans want to close the door behind them. Cheeky isn't it?
Highlights perceived hypocrisy in immigration policy by invoking ethnic/national identity categories and questioning fairness of selective door-closing.
@Dassen287
Mar 4, 2025
I am an American and totally agree with Canada. \nTrump is messing with Canada and all Americans in his crazy quest to get money to give the 1% billionaires.
I am an American and totally agree with Canada. \nTrump is messing with Canada and all Americans in his crazy quest to get money to give the 1% billionaires.
American commenter asserts solidarity with Canada against Trump, framing this as a moral stance against wealth inequality.
@garymohler107
Mar 4, 2025
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by …
For all the Indians reading comments here
We are hated because of these:
- Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by the roadside
- Zooming past two way/four way stop signal
- Unnecessarily accelerating and revving cars while driving through a residential area. Trust me ITS NOT "COOL"
- Playing Punjabi gangster rap music at full volume, or talking loudly on phone when using public transport
- Talking loudly with friends in places where we are expected to talk softly: Hospitals, museums, art gallery government/visa office, Medical centers/clinic
- Stretching yours legs over the opposite empty seat while travelling in bus or train. Crowding the Handicap ramp to access GO train because it makes it easier to board the train (WTF!).
- Suddenly switching lanes and turning into streets without using the indicator.
- Opening the car door in full swing and leaving a dent/scratch on the next car at parking lots. Not so much as a courtesy to leave a sorry note.
- Stealthily walking the dog at night and not picking up after dog
- Throwing the car's garbage towards the direction of the dustbin when driving past a bus stop in residential area.
- No basic etiquette and manners of wishing, thanking or apologizing. Did you know you are supposed to greet/wish the bus driver when you board a bus?
- Refusing to speak in English while in Indian populated city. - Brampton, even worse - trying to fake an accent when you suck at grammar
- Partying loudly through the night with no regards to neighbors
- Culture dumping - deliberately bursting crackers when the city has banned it, making agni kund in backyard without taking safety precautions, its a fire hazard for houses built of wood, loudly playing mantras/bhajans early morning when you are living in a Condo/apartment
- Not caring to shovel snow off footpath
- Not showering after you've cooked at home and smelling like curry in the office.
Guys Please be better!
The comment frames Indian immigrants as a distinct group and catalogs behavioral criticisms to explain why they are 'hated,' establishing an us-vs-them identity boundary while making implicit moral claims about conduct.
messierthirtyone777
Jan 27, 2026
Every white idiot’s cry over the presence of other race…
Every white idiot’s cry over the presence of other race…
Uses racial framing ('white idiot') to characterize opposition to immigration, asserting identity-based divisions in the debate.
Identity Assertion
0.85
venkateshkondapalli1299
Feb 22, 2026
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love …
As an Indian, I feel so bad for Australia, Canada, New Zealand.
The psychology of our people is :
- lack of realisation of anyone's pain
- zero tolerance to dissent
- pretend to love others as long as you not call them out and if you do, all these angelic demeanor falls off, they come for you, your family, everyone.
- complete respect for the countries they inhabit seeking absolute dominance and control.
- then turn the country into sh.... then make their kids move to other countries to encroach and change demographics.
Japanese, if you're reading this, don't tell us that the liberal left-wing Indians didn't warn you!!
Commenter asserts cultural/ethnic identity-based generalizations about Indian people's psychology and behavior, framing them as a threat to Western nations' demographics and social cohesion.
abc_cba
Jan 27, 2026
Being Canadian means nothing anymore. Compliments of a guy who once said “Canada will be the first post national country with no core identity or culture”
Being Canadian means nothing anymore. Compliments of a guy who once said “Canada will be the first post national country with no core identity or culture”
Asserts that Canadian identity has been eroded and quotes a political leader to support claims about national identity loss.
canadiandeplorable6413
Feb 18, 2026
I'm an American, but I do not support Mr. Trump. It's a shame and embarrassment. I am sick over this administration.
I'm an American, but I do not support Mr. Trump. It's a shame and embarrassment. I am sick over this administration.
Commenter asserts their American identity while distancing themselves from Trump, expressing moral disapproval of the administration.
@gemintpa
Mar 4, 2025
I’ve always been a proud Canadian and always will be ??
I’ve always been a proud Canadian and always will be ??
Assertion of Canadian national identity and pride, affirming belonging and patriotic commitment.
Identity Assertion
0.85
@torontocan
Mar 4, 2025
Why don’t we talk about all the Asian people in Mississauga or the black community in Scarborough/Toronto or the Islamic community in Sauga again? Trust me there are a lot of other people besides Indians …
Why don’t we talk about all the Asian people in Mississauga or the black community in Scarborough/Toronto or the Islamic community in Sauga again? Trust me there are a lot of other people besides Indians that makes up the greater toronto area. All with different mannerism, driving skills, parenting skills. But this douchebag picks the Indian community for some reason. Probably doesn’t wipe his own poop ass after taking a shit. Hideous beaver trying to make $$ by posting racist videos and copying MrBeast.
Commenter uses us-vs-them framing to critique selective targeting of Indian community while asserting diversity of other ethnic groups in the GTA, combined with personal attacks on the video creator.
Bjay-s6h
Jan 27, 2026
Everybody complains about white people but everybody wants to live near them 😂 I am middle eastern and admit I only want to raise my kids in a nice white neighborhood, not Indian, Chinese, Hispanic, …
Everybody complains about white people but everybody wants to live near them 😂 I am middle eastern and admit I only want to raise my kids in a nice white neighborhood, not Indian, Chinese, Hispanic, or African.
Makes us-vs-them framing about neighborhood preferences based on race/ethnicity, using humor to soften the assertion.
Hajibaba500
Jan 27, 2026
I stand with Canada. I do NOT support the lunatics in the present administration of the USA.
I stand with Canada. I do NOT support the lunatics in the present administration of the USA.
Expresses national solidarity with Canada while rejecting the US administration, framing an us-vs-them distinction.
@peggya3210
Mar 4, 2025
We Canadians are resilient and will always stand tall??????
We Canadians are resilient and will always stand tall??????
Asserts Canadian national identity and resilience, expressing pride and determination as a collective group.
Identity Assertion
0.85
@maluwang8363
Mar 4, 2025
Your know the white man is not native to the American continent right ?
Your know the white man is not native to the American continent right ?
Asserts native/non-native identity categories and uses historical framing to challenge belonging claims.
omargarcia3439
Jan 27, 2026
I am Canadian Citizen, but 100% support Trump for what he is doing for his country. Every country should be independent whatever their core values. I hate making a group of countries to blackmail other …
I am Canadian Citizen, but 100% support Trump for what he is doing for his country. Every country should be independent whatever their core values. I hate making a group of countries to blackmail other countries like EU, BRICS, NATO are doing around the world. Of course, we can make group of countries to fight with poverty, climate, making people life better, but what NATO and EU are doing just pathetic.
Self-identified Canadian asserting support for Trump while critiquing international alliances, emphasizing national independence and identity positioning.
@velocity-t7v
Mar 4, 2025
Stay strong Canada, I don’t want this government or these tariffs, I pray I’m with the majority, this is NOT my America.
Stay strong Canada, I don’t want this government or these tariffs, I pray I’m with the majority, this is NOT my America.
Commenter asserts Canadian identity ('this is NOT my America') and expresses solidarity with what they perceive as the majority against tariffs and government policy.
@tracyhickman1359
Mar 4, 2025
Indians ❌ only north indians ✅
Indians ❌ only north indians ✅
Makes ethnic/regional distinction within a nationality group, using checkmark/X to signal preference or exclusion based on identity.
Identity Assertion
0.85
@power......1861
Mar 4, 2025
I'm an American, but I do not claim Trump as my president. He and his people are heathens. I never voted for him, and even as a teen, I hated him and still do.
I'm an American, but I do not claim Trump as my president. He and his people are heathens. I never voted for him, and even as a teen, I hated him and still do.
Commenter asserts their American identity while explicitly distancing themselves from Trump and his supporters through moral condemnation.
@sherellmchugh7524
Mar 4, 2025
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Maybe, instead of English, our official language should be Russian - it seems that that's who are country is serving.
Uses sarcastic identity framing ('our country is serving Russia') to critique perceived foreign policy alignment, asserting national identity concerns.
@kellyfernando8499
Mar 4, 2025
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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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