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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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Fear / Threat

3,873 comments
Page 122 of 194
Hey Prime stupid ass you asked for it you got it keep your feet a little threats to yourself you're dealing with the United States now we're not playing any more games with anybody you …
Hey Prime stupid ass you asked for it you got it keep your feet a little threats to yourself you're dealing with the United States now we're not playing any more games with anybody you want to talk about the strongest Nation you're about to witness it sit back grab a drink and watch us go
Uses aggressive language and threats ('not playing games anymore', 'watch us go') to express dominance and danger, framed as US superiority over Canada.
@joe44467 Mar 4, 2025
I’m so ashamed and embarrassed of my country. And envious of countries who actually believe in supporting, protecting and respecting its citizens. I want to leave here so much everyday. I’m scared.
I’m so ashamed and embarrassed of my country. And envious of countries who actually believe in supporting, protecting and respecting its citizens. I want to leave here so much everyday. I’m scared.
Commenter expresses personal shame, fear, and desire to emigrate, reflecting anxiety about their country's direction and safety.
@Sssmg789 Mar 4, 2025
The people that voted for This humiliation are now going to pay
The people that voted for This humiliation are now going to pay
Expresses anxiety about negative consequences for voters who supported a political outcome, framed as a warning or threat.
@Colin-j2b Mar 4, 2025
God help us Americans who are stuck with this horrible president. I'm with our allies. No Trump and no Putin. OMGOSH, we are in deep trouble here in the US.
God help us Americans who are stuck with this horrible president. I'm with our allies. No Trump and no Putin. OMGOSH, we are in deep trouble here in the US.
Expresses alarm about political leadership and national crisis, with identity assertion as an American concerned about allies.
@wendy3992 Mar 4, 2025
Trump was elected out of hatred. !!!! Americal will learn a hard lesson ... watch your country fall to the ground
Trump was elected out of hatred. !!!! Americal will learn a hard lesson ... watch your country fall to the ground
Expresses alarm about political motivations and predicts national decline, combining threat perception with moral judgment.
@jonathanpacquing309 Mar 4, 2025
Canada needs to strengthen there army because west Russia may invade to make them the 51st state ,
Canada needs to strengthen there army because west Russia may invade to make them the 51st state ,
Expresses security threat concern about Russian invasion while making an unsubstantiated claim about annexation intentions.
@chicktrader Mar 4, 2025
As a CAPTIVE (Deuteronomy 28:68 KJV) in this SH THOLE country, it sure feels good to see the empire of my ENEMIES crumbling from the inside out, & their allies are soon to turn their …
As a CAPTIVE (Deuteronomy 28:68 KJV) in this SH THOLE country, it sure feels good to see the empire of my ENEMIES crumbling from the inside out, & their allies are soon to turn their backs on you; just like my Lord (Joel 2:27 KJV)\nprophesied \n(Obadiah 1-18 KJV). \n\nWE GOT NEXT\n(Isaiah 14:1-21, Revelations 13:9-10 KJV).
Expresses apocalyptic framing of Canada as a 'shithole' and celebrates the 'crumbling' of enemies, combining demographic anxiety with religious-coded threat language.
@uzibenisrael8662 Mar 4, 2025
Everyday he sits in office he just keeps embarrassing the united states of America with this maddness never in history have our Beloved united states seen this Maddness it's just sad real sad the Downfall …
Everyday he sits in office he just keeps embarrassing the united states of America with this maddness never in history have our Beloved united states seen this Maddness it's just sad real sad the Downfall of the United states with this Maddness in the white house sad real sad ?
Expresses alarm about national decline and presidential behavior as unprecedented crisis ('Downfall').
@ThomasMcGowan-j7n Mar 4, 2025
How dignified. \nI feel we Americans are watching our rights slowly disappear. Our elections have likely been corrupted. We are facing at least a major economic recession if not a depression. This all said, I …
How dignified. \nI feel we Americans are watching our rights slowly disappear. Our elections have likely been corrupted. We are facing at least a major economic recession if not a depression. This all said, I believe Americans value their independence and will fight for it. So, ok our democracy is under attack, we must fight.
Expresses concerns about democratic erosion, election corruption, and economic crisis as existential threats.
@eamaples Mar 4, 2025
I give canada 3 days to back down
I give canada 3 days to back down
Predicts Canada will capitulate within 3 days, expressing threat/pressure while making an unverified claim about future behavior.
@edwardsherwood2575 Mar 4, 2025
Dont forget, we can shut off oil, power, water, wood, minerals, fertilizer. It will be very dark and cold in the States. Reasonable Americans, hang in there. we will get thru this.
Dont forget, we can shut off oil, power, water, wood, minerals, fertilizer. It will be very dark and cold in the States. Reasonable Americans, hang in there. we will get thru this.
Threatens economic retaliation through resource cutoffs while calling for solidarity among 'reasonable Americans,' framing Canada as having leverage in a conflict.
@robgandy4550 Mar 4, 2025
I live in Romania and I grew up under Communism. I hope I am wrong to do so, but I really feel that as far as the USA is concerned, we are already sold to …
I live in Romania and I grew up under Communism. I hope I am wrong to do so, but I really feel that as far as the USA is concerned, we are already sold to Russia. Again. POTUS is no longer the leader of the Free World and all of our hopes and dreams about the mighty US being a friend and a guardian angel against the evil empires are dead. It’s time to stand together with the West, work and fight for our freedom, for what is good.
Romanian immigrant expressing deep anxiety about US geopolitical alignment with Russia and loss of American leadership, drawing on lived experience under communism.
@cipmars Mar 4, 2025
Trump is working to destroy our country.
Trump is working to destroy our country.
Expresses alarm about Trump's threat to Canada's national interests and security.
@joelcoyne1365 Mar 4, 2025
Trudeau is going to lose Canada and make it the next state of America
Trudeau is going to lose Canada and make it the next state of America
Expresses anxiety about loss of national sovereignty and absorption by the US, framed as a threat scenario.
@JackpotWarrior Mar 4, 2025
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
Expresses anxiety about cultural change and frames immigration as a threat to the majority, attributing blame to the Liberal government.
crevice_crawler Feb 27, 2026
As a Canadian. I feel like I'm watching the death of America and American Values right in front of all our eyes. How long will Americans allow this enemy within destabilize America??
As a Canadian. I feel like I'm watching the death of America and American Values right in front of all our eyes. How long will Americans allow this enemy within destabilize America??
Canadian commenter expresses alarm about American political leadership as an existential threat to American values and stability.
@zedtradertoronto158 Mar 4, 2025
Yeah, when the Yellowstone supervolcano wakes up and causes massive damage in the US don't ask for help to your (gone) allies...
Yeah, when the Yellowstone supervolcano wakes up and causes massive damage in the US don't ask for help to your (gone) allies...
Expresses catastrophic threat scenario (supervolcano) and warns of consequences for allies, combining disaster anxiety with comparative framing.
@danielnavarro8569 Mar 4, 2025
To Americans: Your government hates you. ?? ?
To Americans: Your government hates you. ?? ?
Expresses distrust in government ('hates you') and frames it as a threat to Americans.
@stephaniet1338 Mar 4, 2025
Putin is having a great day!
Putin is having a great day!
Implies geopolitical threat or advantage to Russia from current events, expressing security anxiety.
@kbee Mar 4, 2025
Its so sad?? God help us a mad man is hurting all of the World pray everyone pray hard for Gods intervention....we love Canadian neighbors ...true Christians never act lime this never?????
Its so sad?? God help us a mad man is hurting all of the World pray everyone pray hard for Gods intervention....we love Canadian neighbors ...true Christians never act lime this never?????
Expresses alarm about a leader causing harm globally and appeals to religious/moral intervention, framing situation as dangerous.
@CEBGRACE 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)