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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Unverified Claim
3,221 comments
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you …
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you still think him a hero if he locked up all of his political opponents and made All tv stations state run? Zelinskyy did.
Makes specific factual claims about Zelenskyy's actions (martial law, political imprisonment, state TV control) presented without evidence.
@MugglesBWare
Mar 4, 2025
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
Presents a specific conspiratorial claim about Trump's plan to disconnect Canada and align with Russia without evidence.
@stang1725
Mar 4, 2025
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Corrects factual claims about religious traditions while implying the creator lacks research credibility.
DiscordC
Jan 27, 2026
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in canada being men. This of course makes the birth rate issue much worse and will have future consequences.
Presents specific demographic statistics (56% male, 35 and under) and causal claims without evidence, framed as factual assertions.
zachadolphe3633
Jun 17, 2025
trump only friends with putin. This is only start …
trump only friends with putin. This is only start …
Makes specific factual claim about Trump's relationship with Putin and implies escalating danger without evidence.
@svetlanakozak6949
Mar 4, 2025
i believe they play with the numbers, they should start ramp up security on borders but yea, its not quick enough anyways
i believe they play with the numbers, they should start ramp up security on borders
but yea, its not quick enough anyways
Makes unsubstantiated claim about government manipulating numbers, combined with policy critique.
marc-andrevalcourt4401
Dec 25, 2025
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
Challenges a media stereotype by claiming Western media misrepresents Indian people, addressing false narratives about a group.
harshitdy00
Jan 27, 2026
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for this?
Presents specific claims about an ambassador's background and alleged conspiracy to increase Canada's population without evidence.
unixrebel
Dec 30, 2025
You’re an evil leftist globalist. You have ruined Canada. You have Christian Pastora arrested. You blocked and closed the truckers bank accounts when they were protesting your evil demands on their livelihood. You are part …
You’re an evil leftist globalist. You have ruined Canada. You have Christian Pastora arrested. You blocked and closed the truckers bank accounts when they were protesting your evil demands on their livelihood. You are part of the globalist cabal forcing jabs on your people or lose your jobs. Your time is up! You’re an absolute clown!
Makes multiple unsubstantiated claims (arresting pastors, blocking bank accounts, forced vaccinations) while framing Trudeau as evil and part of a conspiracy.
@simontejada777
Mar 4, 2025
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
References the Hindu caste system as a threat that Indians will impose on Canadians, combining false stereotype with demographic anxiety.
weichen-k9q
Jan 28, 2026
All Planned , from Both sides ,,,,,, WEF UN WHO run the Show ... but the Dumm kanadians will be Happy again paying 20% more Carbon Tax Apr 1st lol Deserved and do not forget …
All Planned , from Both sides ,,,,,, WEF UN WHO run the Show ... but the Dumm kanadians will be Happy again paying 20% more Carbon Tax Apr 1st lol Deserved and do not forget to get your Boosters , Safe and Effective ....
Makes unsubstantiated conspiracy claims about WEF/UN/WHO control and presents fabricated assertions about carbon tax and vaccines without evidence.
@darylhodkinson5369
Mar 4, 2025
These are the Tarriffs Canada has on the U.S \n \n- Dairy Products: \n- Milk: 270% \n- Cheese: 245% \n- Butter: 298% \n- Poultry: 238% \n- Eggs: 163% \n- Barley: 160% \n- Wheat: 94% \n- …
These are the Tarriffs Canada has on the U.S
\n
\n- Dairy Products:
\n- Milk: 270%
\n- Cheese: 245%
\n- Butter: 298%
\n- Poultry: 238%
\n- Eggs: 163%
\n- Barley: 160%
\n- Wheat: 94%
\n- Sugar: 265%
\n- Peanut Butter: 295%
\n- Rice: 150%
\n- Vegetables: 100%
\n- Fish Products: 100%
\n- Lumber: 20%
\n- Shoes: 30%
\n- Cocoa: 30%
\n- Metals: 25%
\n- Wool: 30%
\n- Tobacco: 100+%
Presents specific tariff percentages without source attribution, appearing to be unverified factual claims used to support an economic argument.
@KarlDahlquist
Mar 4, 2025
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Makes unsupported factual claim about immigrant voting intentions and Liberal party conspiracy without evidence.
YHLee-r2q
Jan 15, 2026
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Invokes conspiracy theory about organ harvesting in relation to immigration, presenting unsubstantiated claims as fact.
PsomaChinn
Jan 27, 2026
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Makes sweeping, unsubstantiated claims that immigrants are universally rejected by their own people and are 'bad people,' combining false generalizations with threat framing.
Doomers-2025
Jan 27, 2026
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Makes specific claims about fraudulent colleges and fake student visas exploiting loopholes, presented as established fact without evidence, while also critiquing enforcement.
pizzaiq
Oct 3, 2025
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Commenter makes an unsubstantiated conspiracy claim that the Canadian government is controlled by the CCP, urging relabeling of political opponents.
markforeman5255
Feb 25, 2026
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
Presents conspiracy theory about Trump being controlled by Putin without evidence, paired with call to awareness.
@griffin2263
Mar 4, 2025
Elon Musk must be kicked out of USA and in JAIL he is into the Mexican carteles with TRMP. I’m a Mexican German American and Canada ?? controls very well their borders TRMP is a …
Elon Musk must be kicked out of USA and in JAIL he is into the Mexican carteles with TRMP. I’m a Mexican German American and Canada ?? controls very well their borders TRMP is a liar! The drugs flow from US to Canada and illegal guns to Mexico
Makes specific unverified claims about Elon Musk and cartels, calls for imprisonment, and compares border control between countries.
@DJHONEYLAND
Mar 4, 2025
The tariffs make sense when you realize that trump's real goal is to destroy democracy everywhere so he can be a dictator like Putin.
The tariffs make sense when you realize that trump's real goal is to destroy democracy everywhere so he can be a dictator like Putin.
Presents a causal claim linking tariffs to a hidden authoritarian agenda without evidence, framed as conspiratorial reasoning.
@egbun
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)