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
Trump has become putin's puppet
Trump has become putin's puppet
Makes a specific factual claim that Trump is Putin's puppet without evidence, presented as conspiracy theory.
@Marie-AngeZicher
Mar 4, 2025
Tradeau is the son of Fidel Castro and just got done grabbing guns and cutting off pay from his countries citizens.. let’s talk about Russia and a dictator ?
Tradeau is the son of Fidel Castro and just got done grabbing guns and cutting off pay from his countries citizens.. let’s talk about Russia and a dictator ?
Makes unsubstantiated claims about Trudeau's parentage and actions (gun seizure, pay cuts) presented as fact.
@duhsquirrelking9778
Mar 4, 2025
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Suggests an organized conspiracy involving government officials and companies, promoting unfounded conspiratorial thinking.
@LllLll-d9m
Feb 21, 2026
Only thing is 1% that we know of..how much REALLY is going through?
Only thing is 1% that we know of..how much REALLY is going through?
Makes an unsubstantiated claim about hidden smuggling activity without evidence, implying government concealment.
@lucistheband6540
Mar 4, 2025
All part of the agenda. Thanks WEF Trudeau/Carney
All part of the agenda. Thanks WEF Trudeau/Carney
The comment makes a conspiracy theory claim about the WEF and political figures orchestrating immigration policy without evidence.
DrunkOnCowPiss
Feb 16, 2026
We are now on Russian land. We have Russian spies in the White House fueled by racist white devils. \n\nIt’s just a fact at this point.
We are now on Russian land. We have Russian spies in the White House fueled by racist white devils. \n\nIt’s just a fact at this point.
Makes unsubstantiated claims about Russian spies and conspiracy without evidence, framed as factual assertion.
@stephenlogan184
Mar 4, 2025
Trump wants people to start shooting so he can impose martial law.
Trump wants people to start shooting so he can impose martial law.
Makes an unverified conspiracy claim that Trump is orchestrating violence to justify martial law.
@bw8685
Mar 4, 2025
Trump is putin his puppet... wake up
Trump is putin his puppet... wake up
Makes an unsubstantiated claim that Trump is Putin's puppet, presented as factual assertion without evidence.
@merlijnalssema4504
Mar 4, 2025
With respect, I no longer believe that the Liberals made these detrimental changes out of ignorance. It was absolutely Intentional. It seems very obvious to me now that their plan is to destroy our country …
With respect, I no longer believe that the Liberals made these detrimental changes out of ignorance. It was absolutely
Intentional. It seems very obvious to me now that their plan is to destroy our country while enriching themselves.
Makes unsubstantiated conspiracy claim that government intentionally destroyed the country for personal enrichment.
Vera-xc1bn
Feb 17, 2026
What a moron. Nothing but bullshit and rhetoric comes out of his mouth. His father ,Fidel Castro, would be proud.
What a moron. Nothing but bullshit and rhetoric comes out of his mouth. His father ,Fidel Castro, would be proud.
Makes an unsubstantiated conspiracy claim about parentage while criticizing the political figure's rhetoric.
@TheBlaineFindley
Mar 4, 2025
I used to think that the idea that Trump is a Russian asset was just a conspiracy theory. I am not sure of that now as how else to you explain why Trump is doing …
I used to think that the idea that Trump is a Russian asset was just a conspiracy theory. I am not sure of that now as how else to you explain why Trump is doing everything he can to undermine the USA? Why else would you cause a breech between the US and our allies Canada and Mexico? Why else would he destroy the infrastructure of our country through Musk and Doge? Why else would you stop all aid to Ukraine? Why would you stop cyber operations targeting Russia? Why would he set up an operation to humiliate the leader of an allied country fighting for its life against Russian aggression? Why would you send your vice president to Germany and have him insult our allies and not meet with the leadership of the country but rather meet with the essentially neo-Nazi Alternative for Germany? None of this--and many other actions--makes sense unless you begin to understand that Trump is actively trying to weaken our country to the benefit of the Russians. I know it is hard to believe but I can find no other explanation.
Presents a conspiracy theory that Trump is a Russian asset without substantiating evidence, framing it as the only logical explanation.
@jfranklinrogers1
Mar 4, 2025
Canada had a 175% tariff on fucking milk for years get the fuck out of here
Canada had a 175% tariff on fucking milk for years get the fuck out of here
Asserts a specific tariff statistic (175% on milk) without evidence while comparing Canada's past practices to current criticism.
@ketone131
Mar 4, 2025
Many migrants claim asylum or refugee status so they can stay and get paid to do so.
Many migrants claim asylum or refugee status so they can stay and get paid to do so.
Unsubstantiated claim that migrants fraudulently claim asylum to receive government payments, combining false assertion with threat framing.
QuackerCrumbs
Feb 17, 2026
Looks like Trump is freezing out Canada for a take over. He said he wants it as his 51st State.
Looks like Trump is freezing out Canada for a take over. He said he wants it as his 51st State.
Presents an unsubstantiated claim about Trump's intentions to take over Canada as a state, combined with threat-based framing.
@miketrainor7667
Mar 4, 2025
U know Cannada how cannada always supported Kh@l!stan radicals even when india warned now suffer lil bro 🥀 get ur ass on. This "Indian" invasion cuz they'll create c@nnada into K@hal!stan
U know Cannada how cannada always supported Kh@l!stan radicals even when india warned now suffer lil bro 🥀 get ur ass on. This "Indian" invasion cuz they'll create c@nnada into K@hal!stan
Conspiracy theory claiming Indian immigration is part of a Khalistan separatist plot, mixing false claims with demographic alarmism.
theguronsardars
Feb 16, 2026
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
ALL IS BY DESIGN. Thanks to Open Society's policies, which were in the making for 30 years, and so many saw it. Now we pay for this
Makes unsubstantiated conspiracy claims about 'Open Society' policies causing immigration problems.
COSTASARRIS
Feb 18, 2026
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led …
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led in who knows
Makes unsubstantiated claims about ISIS members being admitted alongside Syrian refugees, conflating separate issues with false statistics.
gregmoessner3104
Feb 18, 2026
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even more pissed because I could say something without being called a fucking racist.
Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Makes specific factual claims ('5 million unaccounted for', '7 houses burnt down', 'scams') without evidence, combined with demographic anxiety and ethnic framing.
Andy-Michaels
Aug 10, 2025
Why doesn't someone just come out and say it. What does Putin have on Trump to get him to do all these things. All of these things don't benefit Canada or the United States they …
Why doesn't someone just come out and say it. What does Putin have on Trump to get him to do all these things. All of these things don't benefit Canada or the United States they benefit Putin.\n Donald I for one am completely willing to forgive you whatever you've done whatever Putin has on you I will completely forgive you and I would imagine to put an end to all this craziness the rest of the country will forgive you too will give you a pass on whatever Behavior Putin recorded
Presents conspiracy theory claiming Putin has compromising material on Trump without evidence, framed as a threat to both countries.
@jimpiaz9537
Mar 4, 2025
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
Conspiracy-theory-like claim that immigrants are 'hiding' their true identity (Pakistani, Khalistan separatists), combining unfounded suspicion with identity-based framing.
Rapunzel8670
Feb 16, 2026
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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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Discourse Quality (Perspective API)