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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Fear / Threat
3,873 comments
Donald you will destroy all US. And US will stay alone with Russia.
Donald you will destroy all US. And US will stay alone with Russia.
Expresses alarm about Trump destroying the US and isolating it with Russia, framing a threat scenario.
Fear / Threat
0.80
@karlvonbahnhof007
Mar 4, 2025
Will end up by gangs chasing police
Will end up by gangs chasing police
Predicts escalating gang violence and public safety breakdown as a consequence of immigration policy.
Fear / Threat
0.80
AnotherReincarnation_No84
Feb 18, 2026
Be prepared to be invaded ? MAGA ?? GO TRUMP!
Be prepared to be invaded ? MAGA ?? GO TRUMP!
Expresses alarm about potential invasion while supporting Trump, combining security anxiety with political identity.
@awesomeandstuff4698
Mar 4, 2025
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Expresses demographic anxiety about mass immigration and uses militaristic language suggesting imminent conflict and societal breakdown.
BlueT521
Aug 28, 2025
India is gross man, I don’t want ther food wtf
India is gross man, I don’t want ther food wtf
Expresses xenophobic disgust toward another country and its cultural practices (food), framed as reason to reject immigration.
mynameisgiovanigiorgio4171
Jan 29, 2026
women are not safe anymore i brampton. r@pes are sky rocketing
women are not safe anymore i brampton. r@pes are sky rocketing
Makes unsubstantiated claim about rising sexual assault rates in Brampton linked to immigration, expressing security anxiety.
divyaptl-lg7oo
Dec 28, 2025
Canada now is defferent, in our place here garbage everywhere, respect is gone, crimes increase.
Canada now is defferent, in our place here garbage everywhere, respect is gone, crimes increase.
Expresses concerns about deteriorating conditions (garbage, crime, lost respect) attributed to immigration, with implicit comparison to a better past state.
noemebaloyo2250
Aug 28, 2025
We have enough of them .out
We have enough of them .out
Brief statement expressing saturation and rejection of immigrant presence, conveying demographic anxiety.
esthermattar4912
Aug 28, 2025
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Expresses fear of immigrants with criminal intent and cultural takeover, while advocating for reduced immigration quantity and prioritizing citizens.
PatriciaGodboutArt
Aug 28, 2025
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and …
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and their rate of reproducing scares me. We are losing Canada not just to trump but to the new immigrants. What should we do?
Expresses demographic anxiety about Muslim immigrants and cultural replacement, framed as a question seeking guidance on response.
PatriciaGodboutArt
Aug 28, 2025
This used to be a nice place to live. Now it is a shithole.
This used to be a nice place to live. Now it is a shithole.
Expresses nostalgia for the past and alarm about current conditions, implicitly blaming immigration for decline.
Doodlebug1996
Jan 28, 2026
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Nah id be in jail living in Brampton. Stop letting fools get away with dumbshit in your country, get out the car and give a smack
Expresses alarm about crime and lawlessness in a specific Canadian city, framing immigrants as a security threat.
laundryman9311
Jan 28, 2026
Europe is now their target 😅
Europe is now their target 😅
Expresses demographic anxiety about immigration spreading to Europe, framing it as a threat.
Bonethigsify
Feb 23, 2026
You are a Focking idiot bro! You are going to get hurt for focking with people
You are a Focking idiot bro! You are going to get hurt for focking with people
Expresses threat and danger through aggressive language warning of physical harm.
Fear / Threat
0.80
ninodoc77
Feb 8, 2026
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Expresses alarm about symbolic territorial claims through religious/cultural objects, framing immigration as a threat to national ownership.
ernestojrredolme5804
Jan 28, 2026
Muslims will take over Canada? Scary!
Muslims will take over Canada? Scary!
Expresses demographic anxiety about religious takeover, though the tone suggests possible sarcasm.
yosieftesema
Aug 26, 2025
As an American I'm extremely saddened and disappointed by everyone who voted for Trump when we knew this day was coming. It's your fault this country is about to go through one of the worst …
As an American I'm extremely saddened and disappointed by everyone who voted for Trump when we knew this day was coming. It's your fault this country is about to go through one of the worst economic periods ever.
Commenter expresses alarm about economic consequences and frames Trump voters as responsible for impending crisis, combining identity positioning with threat perception.
@rashadjordan1211
Mar 4, 2025
We’ve always been passive and it’s why our government is doing what it’s doing it’s only a matter of time till we get fed up and the repercussions are gonna be astronomical for them
We’ve always been passive and it’s why our government is doing what it’s doing it’s only a matter of time till we get fed up and the repercussions are gonna be astronomical for them
Expresses alarm about escalating consequences and societal backlash, framed as inevitable and severe.
mizodadon8331
Aug 26, 2025
The Indian population has surpass the Chinese. Means they are more than the rest of population in the world. Not including China. We’re screwed 😝.if there’s a war one on one with Canada 🇨🇦😝.
The Indian population has surpass the Chinese. Means they are more than the rest of population in the world. Not including China. We’re screwed 😝.if there’s a war one on one with Canada 🇨🇦😝.
Expresses demographic anxiety about Indian population growth and frames it as a security/military threat to Canada.
SebastianaChissano-m8p
Feb 22, 2026
These people are everywhere. Why they letting so many of them in
These people are everywhere. Why they letting so many of them in
Expresses demographic anxiety and concern about the presence and volume of immigrants, framing them as a threat.
ms7857
Jan 29, 2026
Compare Videos
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)