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
He just slandered the President of Russia. Not polite and not true! Embarrassment to Canada. What about the Midon Coup in Ukraine in 2014, Western aggression. Ukraine committing Genocide for 8 years on Ukrainians in …
He just slandered the President of Russia. Not polite and not true! Embarrassment to Canada. What about the Midon Coup in Ukraine in 2014, Western aggression. Ukraine committing Genocide for 8 years on Ukrainians in E Ukraine that speak Russian. Putin had to intervene as negotiations weren't doing anything.
Makes specific factual claims about the Maidan coup, genocide allegations, and Putin's justification without evidence, while criticizing the speech.
@alancooper3473
Mar 5, 2025
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under …
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under the cover of students visa, purchased LMIA'S openly promoted on instagram, entering on tourist visa and converting to LMIA'S with help of corrupt businesses and lawyers, and finally the biggest scam of fake assylum claims. It is a massive corruption racket involving politicians, lawyers, business owners, diploma mill colleges, consultants, and even banks in foreign countries. So Canada is highly corrupt and will only be super corrupt in the future with a lot of dishonest people being let in.
Makes extensive unverified claims about a corruption racket involving multiple institutions and groups, framing Canada as systemically corrupt.
bluejayyyztube
Sep 29, 2025
Bot farms are going to have a field day today
Bot farms are going to have a field day today
Unsubstantiated claim about bot farms engaging in coordinated activity without supporting evidence.
Unverified Claim
0.80
alpham9990
Jan 27, 2026
I've said it from the beginning. This admin is purposely trying to destabilize our country at the will of Putin. Russia said they would destroy us from the inside. Well here we go.
I've said it from the beginning. This admin is purposely trying to destabilize our country at the will of Putin. Russia said they would destroy us from the inside. Well here we go.
Presents unsubstantiated conspiracy theory that the administration is deliberately destabilizing the country at Putin's direction.
Mar 4, 2025
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Makes unsubstantiated claims about document fraud and job qualification deception among Indian students.
gracepadriga5139
Sep 29, 2025
That guuy is a big time NWO puppet - FACT
That guuy is a big time NWO puppet - FACT
Makes unsubstantiated conspiracy claim that the speaker is a 'New World Order puppet' presented as fact.
Unverified Claim
0.80
@DoggyDaddy69
Mar 4, 2025
Kaç Müslüman adam ananızı s...i?
Kaç Müslüman adam ananızı s...i?
Turkish-language comment making inflammatory sexual accusations against Muslims, spreading hateful misinformation and demographic fear.
AsilRumuzGaming
Feb 18, 2026
I bet all legal gun owners who will be turning in those illegal firearms to Gary, all while abusing and overwhelming our social systems.....
I bet all legal gun owners who will be turning in those illegal firearms to Gary, all while abusing and overwhelming our social systems.....
Fabricated claim linking legal gun owners to illegal firearms and social system abuse without evidence.
goldnretriever6120
Feb 18, 2026
I disagree, this mass migration was planned by G7 countries
I disagree, this mass migration was planned by G7 countries
Commenter asserts an unsubstantiated conspiracy theory that G7 countries deliberately planned mass migration.
longhouse1
Feb 19, 2026
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Multiple unsubstantiated claims about government conspiracy, voting patterns, demographic statistics, and separatist intentions without evidence.
ramboram03
Jan 27, 2026
Trump isn't being played by Putin, he's following orders...
Trump isn't being played by Putin, he's following orders...
Asserts without evidence that Trump is 'following orders' from Putin, presenting a conspiracy-like claim.
Unverified Claim
0.80
@s.harrison3699
Mar 4, 2025
This is the same guy that froze everybody’s bank account because they were protesting you. This is the same guy that won’t stop illegal immigrants with fentanyl coming over the border through Vermont New York? …
This is the same guy that froze everybody’s bank account because they were protesting you. This is the same guy that won’t stop illegal immigrants with fentanyl coming over the border through Vermont New York? I don’t believe you.
Makes specific factual assertions about Trudeau's past actions (bank account freezing, border security failures) without evidence, combined with skepticism.
@RichardMurphy-c7j
Mar 4, 2025
Trump is a Russian asset. The moment that is understood, all of Trump's past actions make perfect sense - since the beginning.
Trump is a Russian asset. The moment that is understood, all of Trump's past actions make perfect sense - since the beginning.
Makes a specific factual assertion (Trump is a Russian asset) presented without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.80
@mortenwellhaven
Mar 4, 2025
thats racist, when you are first in line, and the last get served first because he/she is indian... wtf
thats racist, when you are first in line, and the last get served first because he/she is indian... wtf
Makes a specific factual claim about discriminatory service practices without evidence, presented as observed fact.
vantsen-Q
Jan 27, 2026
Rape is not in African culture??? Jeez this guy needs to travel
Rape is not in African culture??? Jeez this guy needs to travel
Makes a sweeping false generalization about African culture to dismiss concerns about sexual violence.
jemmyakinbola
Feb 19, 2026
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Makes unsubstantiated claims about liberal parties deliberately importing immigrants for political survival and brainwashing youth.
Unverified Claim
0.80
hygogc1685
Feb 19, 2026
The PM of Canada should not talk tough with Trump and Global warming is because of cloud seeding and the chem trails they are spray every day all day long
The PM of Canada should not talk tough with Trump and Global warming is because of cloud seeding and the chem trails they are spray every day all day long
Makes unsubstantiated claims about cloud seeding and chemtrails causing climate change, alongside policy criticism.
@georgevassalos9666
Mar 4, 2025
Trump owes the Russian mob so much money and now it’s time for him to pay them back. How? Stealing from the taxpayers. If not for the Russian mob, he would have been extremely poor. …
Trump owes the Russian mob so much money and now it’s time for him to pay them back. How? Stealing from the taxpayers. If not for the Russian mob, he would have been extremely poor. That’s a testament to him being a terrible business man.
Comment presents specific factual claims about Trump's financial ties to Russian mob without evidence.
Unverified Claim
0.80
@JoseTorres-st5ic
Mar 4, 2025
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone Not White must be a refugee from the war torn wastelands. It's actually Western/Canadian chauvinism making that very racist misunderstanding of the situation.
These are not the huddled masses seeking a better life these are the exploiters who got rich off the labor of other Indians back in india and then bailed on India to be SUV drivers who cant drive here.
Presents specific factual claims about Indian economic motivations and immigrant behavior ('colonizing', 'exploiters') without evidence, framed as conspiracy.
Streetsvillainy
Sep 29, 2025
Go fly a kite assholes your all tools of the wef agenda, furthermore nothing happens because of stupidity or "naivete " it's all planned down to the last IOTA.
Go fly a kite assholes your all tools of the wef agenda, furthermore nothing happens because of stupidity or "naivete " it's all planned down to the last IOTA.
Promotes conspiracy theory about WEF agenda and claims events are 'planned,' combining unfounded claims with alarmism.
dritsasnick3610
Feb 18, 2026
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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)