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
Donald is not a smart guy, and he has no desire to cooperate. He is a Russian agent. He is destroying North America.
Donald is not a smart guy, and he has no desire to cooperate. He is a Russian agent. He is destroying North America.
Makes specific factual claims (Donald is a Russian agent, destroying North America) without evidence, combined with threat framing.
@LeonardWaks
Mar 4, 2025
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, …
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, doing pee stuff, that he’s willing to tank America and the rest of the western world? \nPutin cannot believe his luck, regardless of why it’s happening.
Presents unsubstantiated conspiracy theory about Trump's alleged compromising video and Russian influence without evidence.
@alainnervedamaged1669
Mar 4, 2025
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
States specific tariff percentages and timeline without citation or evidence, presented as factual assertion.
Unverified Claim
0.75
@JoeCruzRE
Mar 4, 2025
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Makes specific factual claim that 'Trudeau been stealing millions of dollars for years' without evidence, presented as established fact.
@edenleave2054
Mar 4, 2025
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Attempts to deflect blame from Indian immigrants by claiming Arabs/Pakistanis are misidentified, using false equivalence to minimize criticism.
op7803
Jan 27, 2026
USR= United states of Russia.
USR= United states of Russia.
Cryptic acronym asserting a conspiracy theory without evidence or explanation.
Unverified Claim
0.75
@safreen-insightidea7932
Mar 5, 2025
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what …
The only way to avoid brainwashing is to do your own fact checking, and not to be influenced by msm reports or Google browsing.\nIf you're unable to do so, simply believe the opposite of what msm reports.?
Makes unsubstantiated claims about media brainwashing and suggests believing the opposite of mainstream reports without evidence.
@eugenelombard960
Mar 4, 2025
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not …
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not impeached fast, we’re not accused of manipulating the world economy, the rest of the world that is for social equality will not make it through.
Makes unsubstantiated claims about Trump's involvement in a 'great reset,' KGB connections, and crypto crime without evidence, framed as existential threat.
@regulatepropaganda
Mar 4, 2025
They went home. Collecting our money. Scammers.
They went home. Collecting our money. Scammers.
Makes unsubstantiated claim that immigrants are collecting Canadian money and committing fraud without specific evidence.
basementbanter366
Sep 30, 2025
Trump is a Putin asset. Wake the fuck up.
Trump is a Putin asset. Wake the fuck up.
Makes an unsubstantiated claim about Trump being a Putin asset and calls for awareness/action ('wake up').
@buttsexandbananapeels
Mar 4, 2025
over 60% of canadians wanted trudeau to step down.. he did.
over 60% of canadians wanted trudeau to step down.. he did.
Presents a specific statistic ('over 60% of canadians') without evidence or source attribution.
Unverified Claim
0.75
@beegreensgreens
Mar 4, 2025
Trudeau supports genocide in Gaza, as does Trump and was Biden. You are all together with Vlodimir Putin- there is no difference so you know.
Trudeau supports genocide in Gaza, as does Trump and was Biden. You are all together with Vlodimir Putin- there is no difference so you know.
Commenter makes unsubstantiated claims equating multiple world leaders and accusing them of supporting genocide without evidence.
@ML-ev1pz
Mar 4, 2025
WEF lackey…
WEF lackey…
Asserts without evidence that the leader is a WEF (World Economic Forum) operative, a common conspiracy theory claim.
Unverified Claim
0.75
@randalllederman6346
Mar 4, 2025
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left …
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left peace to you my friend you’re people should vote you out and become our next state and there won’t be tariffs use come here to do business and as we you are a woke leftist and scared ? of what is to be discovered with Epstein and Clinton’s Obama Chaney we know the truth
Makes vague unsubstantiated claims about Trudeau's character and alleged connections to Epstein/Clinton conspiracies while calling for his removal.
@michealcook3873
Mar 4, 2025
WEF "cultural enrichment"
WEF "cultural enrichment"
References WEF conspiracy theory about 'cultural enrichment' as a hidden agenda without evidence.
dev9614
Jan 27, 2026
Canada started a trade war a long time ago. \nDairy Products: \nCheese - 245% \nMilk - 270% \nButter - 298% \nPoultry - 238% \nEggs - 163% \nBarley - 160% \nWheat - 94% \nSugar - 265% …
Canada started a trade war a long time ago.
\nDairy Products:
\nCheese - 245%
\nMilk - 270%
\nButter - 298%
\nPoultry - 238%
\nEggs - 163%
\nBarley - 160%
\nWheat - 94%
\nSugar - 265%
\nPeanut Butter - 295%
\nRice - 150%
\nVegetables - 100%
\nFish Products - 100%
\nLumber - 20%
\nShoes - 30%
\nCocoa - 30%
\nMetals - 25%
\nWool - 30%
\nTobacco - $100+%
\n
\nTrump is actually being VERY NICE with a 25% tariff
Presents specific tariff percentages as factual claims without sources to support the assertion that Canada initiated trade war.
@hunter8793
Mar 4, 2025
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Presents unsubstantiated conspiracy theory about Trump facilitating U.S. downfall and Israeli superpower rise without evidence.
@RatRizzler-j7q
Mar 4, 2025
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business!
If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Makes unsubstantiated claim about immigration lawyers coaching migrants with fabricated statements, presented with sarcastic tone.
davidmartin7931
Nov 21, 2025
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
Makes unsubstantiated claims about politicians profiting from fraudulent immigration activities without evidence.
bhattrkb
Oct 1, 2025
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
References specific locations as evidence of a problem without explaining the claim or providing substantiation.
Unverified Claim
0.75
xSinCityx
Sep 30, 2025
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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)