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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
All you guys are the servants of international Zionism.
All you guys are the servants of international Zionism.
Makes an unsubstantiated conspiratorial claim about international influence without evidence.
@Kordevaramini-i5p Mar 4, 2025
Who froze accounts of the truckers? Trudeau is a dictator.
Who froze accounts of the truckers? Trudeau is a dictator.
Makes an accusation about account freezing and labels the PM a dictator without substantiation.
@Blip-Quip Mar 4, 2025
Trump is a puppet of Putin!
Trump is a puppet of Putin!
Presents a specific factual claim (Trump is a Putin puppet) without evidence, characteristic of unsubstantiated conspiracy rhetoric.
@fantom166 Mar 4, 2025
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea …
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea what they are doing or purposely spreading chaos.
Asserts without evidence that Trump and Vance are 'Russian agents,' combined with moral disapproval of the administration.
@paradisepetcare9669 Mar 4, 2025
This is Trudeau theater people this fool and the liberals want this crisis so they can call an emergency and continue in power. By pass an election you watch. Liberals are woke WEF CLIMATE EXTREMISTS. …
This is Trudeau theater people this fool and the liberals want this crisis so they can call an emergency and continue in power. By pass an election you watch. Liberals are woke WEF CLIMATE EXTREMISTS. CANADA wants them voted out.
Makes unsubstantiated claims that Trudeau is orchestrating a crisis to bypass elections and that liberals are 'WEF climate extremists.'
@doubledcanada Mar 4, 2025
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests …
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests first agaisnt the tyrants that have been dictating all of our lives around the world. The problem isn't Trump and Musk, its all the globalists that want to suffocate the planet. The only thing it will take to make you wake up to the delusions, is if you lose all the creature comforts you relish, the status quo has changed and none of you can handle it.
Makes unsubstantiated claims about Zelensky's intentions, globalist conspiracies, and societal collapse without evidence.
@DartFrog815 Mar 4, 2025
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump …
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump privately about joining the USA as another state. I believe this will happen!
Makes unsubstantiated claims about US aid to Canada and alleges private government discussions about joining the US as a state without evidence.
@tazman19907 Mar 4, 2025
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
Makes unsubstantiated claims about Putin having compromising material on Trump and calls for impeachment.
@HenryCarrillo-p6x Mar 4, 2025
Make no mistake, what Trump really wants is to put Canada in recession and bankruptcy so he can purchase Canada and make it the 51 State of the Union
Make no mistake, what Trump really wants is to put Canada in recession and bankruptcy so he can purchase Canada and make it the 51 State of the Union
Makes a specific factual claim (Trump wants to bankrupt Canada to purchase it as 51st state) presented without evidence, combining conspiracy theory with fear-based framing.
@felivent Mar 4, 2025
Trump is on his revenge tour ….get back at anyone who made fun of, bad mouthed , fought against his elections , tried to undo his policies . He is going after everyone , the …
Trump is on his revenge tour ….get back at anyone who made fun of, bad mouthed , fought against his elections , tried to undo his policies . He is going after everyone , the Hunter Biden political problems , all the old problems , he is now extracting revenge on ALL who crossed him over the pass 8 years . .
Makes specific factual claims about Trump's motivations and actions (revenge tour, targeting specific people) presented without evidence.
@FredPhillippe Mar 4, 2025
The US billionaires aren't complaining...now why is that?
The US billionaires aren't complaining...now why is that?
Makes an implicit factual claim (that US billionaires aren't complaining) without evidence, suggesting a hidden truth.
@alcoolbc Mar 4, 2025
You all are a new org, find out what Putin has on Trump, period!
You all are a new org, find out what Putin has on Trump, period!
Makes an unsubstantiated claim about Putin having compromising information on Trump, framed as a directive.
@bennettwallace6004 Mar 4, 2025
It’s so CLEAR that trump is being played like a fiddle by putin, its all being played out in front of our eyes in real time and people are still denying it
It’s so CLEAR that trump is being played like a fiddle by putin, its all being played out in front of our eyes in real time and people are still denying it
Makes a specific factual claim about Trump being manipulated by Putin without evidence, framed as obvious truth.
@Artinthecorridor Mar 4, 2025
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Makes an unsubstantiated claim about Elon being the mastermind while expressing patriotic solidarity with Canada.
@redr4074 Mar 4, 2025
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31 Mar 4, 2025
Elon Musk was kicked out of Canada.
Elon Musk was kicked out of Canada.
Presents a specific factual claim about Elon Musk being kicked out of Canada without evidence or context.
@POORANDBROKECITIZEN Mar 4, 2025
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Makes unsubstantiated claim that Canada doesn't tariff US goods, implying hypocrisy and predicting reciprocal tariffs without evidence.
@JohnBojanac Mar 4, 2025
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
Most canadians dont even like this guy
Most canadians dont even like this guy
Makes a factual assertion about Canadian public opinion without providing evidence or source.
@amattson6578 Mar 4, 2025
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually …
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually to become a state, The commentators said Goldwater could become president. So, if the USA were to make Canada the 51st state . . . Elon Musk could become president. Reality Check X.
Presents a speculative conspiracy theory linking Elon Musk's eligibility to become US president if Canada became the 51st state, without evidence, while comparing constitutional scenarios across countries.
@dogsinolga Mar 4, 2025
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Category Distribution

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Classifier Confidence

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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

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)