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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
Page 106 of 162
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
The whole New World Order thing seems to becoming reality. Trump is aligning with Russia and enemy countries while simultaneously sabotaging ours. They want to take over the world. It’s scary.
Presents conspiracy theory claims about New World Order and Trump-Russia alignment without evidence, combined with expressions of fear.
@x.x.cam.x.x Mar 4, 2025
It’s because Canada hasn’t stopped allowing fentanyl
It’s because Canada hasn’t stopped allowing fentanyl
Makes a specific factual claim about Canada's fentanyl policy without evidence, presented as causal explanation.
@preethiarthur8817 Mar 4, 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
There is something else going on here with Trump. Something much more sinister .... starting house own bitcoin and dumping them at top dollar, destabilising stocks (no doubt lots of people with inside knowledge short …
There is something else going on here with Trump. Something much more sinister .... starting house own bitcoin and dumping them at top dollar, destabilising stocks (no doubt lots of people with inside knowledge short selling stocks). Where are the checks and balances to ensure a president isn't being unlawful or in the pocket of a Russian?
Makes specific factual allegations about Trump's financial misconduct and insider trading without evidence, combined with security/corruption concerns.
@PhilHaddon Mar 4, 2025
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all …
Jan 2025\n\n1. Schedule F grants Trump power to replace federal employess with loyalists.\n2. Musk does Nazi salute at inaguration.\n3. Bill proposed to allow Trump a 3rd term but not Obama.\n4. General Inspector Watch Dogs all fired from White House. [No one to monitor coruption]\n5. Musk continues to fund and speaks at ADF rally.\n\nFeb 2025\n\n1. Trump states Ukraine started war with Russia.\n2. 21 Doge employees resign refusing to dismantal gov as directed n put citizen data at risk.\n3. EU chief declares US is no longer leader of the free world.\n\nMar 2025\n\n1. Trump pauses military aide for ukraine.
Lists specific factual claims about Trump administration actions (Schedule F, Nazi salute, firing inspectors) presented without evidence or sources, combined with alarmist framing about corruption and dismantling government.
@misterriktus151 Mar 4, 2025
Fentanyl and people trafficing from Canada to the Us is below 1%, in case you didnt hear this?
Fentanyl and people trafficing from Canada to the Us is below 1%, in case you didnt hear this?
Presents a specific factual claim ('Fentanyl and people trafficking from Canada to the US is below 1%') without evidence or source.
@mtss9566 Mar 4, 2025
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Its has to do with Elon Musk and wanting everybody’s minerals,power and greed !!!!
Makes an unsubstantiated claim linking Elon Musk to resource extraction and greed without evidence, framed as a conspiracy theory.
@helenerichard4800 Mar 4, 2025
trump cannot read or write it couldn't even read an Invitation from the King of England he says wow nice document and hands back to UK President can you read the important areas UK Pres …
trump cannot read or write it couldn't even read an Invitation from the King of England he says wow nice document and hands back to UK President can you read the important areas UK Pres says it is just an Invitation From The King Of England inviting you to meet him. ask Drump to read a Government Document
Makes specific unverified claims about Trump's literacy and reading abilities presented as factual assertions, with some satirical tone.
@buhnerrjiwe4376 Mar 4, 2025
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Our president is acting like an undeclared foreign agent. His actions make sense when you think about his trying to destroy America.
Makes unsubstantiated claim that president is acting as foreign agent with intent to destroy America.
@marklutz5837 Mar 4, 2025
Trump wants to emulate Putin. Trump has already said America won’t have election again.
Trump wants to emulate Putin. Trump has already said America won’t have election again.
Makes specific factual claims about Trump's intentions (emulating Putin, eliminating elections) presented without evidence.
@wetbadger2 Mar 4, 2025
Trump is claiming that it's illegal for any Americans to protest him and Elon.
Trump is claiming that it's illegal for any Americans to protest him and Elon.
Makes a specific factual claim about Trump's statements regarding protest rights without evidence or context.
@TheNewsGaru Mar 4, 2025
Trump is doing precisley what Putin has ordered him to do: create as much chaos and division among western democracies as he can.
Trump is doing precisley what Putin has ordered him to do: create as much chaos and division among western democracies as he can.
Presents a specific conspiratorial claim about Trump following Putin's orders without evidence, framed as established fact.
@garyplunkett3246 Mar 4, 2025
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Makes specific factual claims about Khalistani terrorists, Canadian government motives, and diplomatic incidents without evidence, while also asserting group distinctions.
angryowl5972 Jan 27, 2026
they throw garbage everywhere , along the country roads and in the rivers .
they throw garbage everywhere , along the country roads and in the rivers .
Makes a specific factual claim about immigrant behavior (littering) without evidence, framed as a threat concern.
theklrdude 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.
xSinCityx Sep 30, 2025
The only reason Trump set tariffs on Canada is because he would look like a racist if he only did it to Mexico. I have a feeling soon Trump will lift the tariffs on Canada …
The only reason Trump set tariffs on Canada is because he would look like a racist if he only did it to Mexico. I have a feeling soon Trump will lift the tariffs on Canada citing that Canada has complied with his requests. He will keep the tariffs on Mexico though.
Makes specific factual claims about Trump's motivations and future tariff decisions without evidence, presented as insider knowledge.
@meramosjr Mar 4, 2025
It appears like Trump is working FOR Russia. His stupid actions are doing nothing but weakening this country.
It appears like Trump is working FOR Russia. His stupid actions are doing nothing but weakening this country.
Makes an unsubstantiated claim that Trump works for Russia, framed as a security threat to the country.
@mbaker8492 Mar 4, 2025
some of them is crowding in apartment in GTA.
some of them is crowding in apartment in GTA.
Makes a vague factual claim about immigrant housing patterns without evidence or specificity.
willduterte9507 Oct 1, 2025
Find these fraud and send them back to India..
Find these fraud and send them back to India..
Unsubstantiated accusation of fraud against individuals combined with demand for deportation.
archanasinha5996 Oct 2, 2025
And US citizens just stay and watch how the russian puppet is doing Putin’s work right in the middle of white house…
And US citizens just stay and watch how the russian puppet is doing Putin’s work right in the middle of white house…
Makes an unsubstantiated claim that a political leader is a 'Russian puppet' doing Putin's bidding, presented as fact without evidence.
@endrit2705 Mar 4, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)