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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Personal Narrative
1,771 comments
I thank Satan that i am Satanic. People of other religions tend to leave me alone:)
I thank Satan that i am Satanic. People of other religions tend to leave me alone:)
First-person statement about personal religious identity and its social effects, though cryptic and tangential to immigration discussion.
Personal Narrative
0.72
lostfan1978
Aug 30, 2025
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
References a specific person ('guy on the bike') and speculates about future attitude change, mixing observation with predictive commentary.
troyshore3357
Jan 28, 2026
President Tru I’m moving to Canada please let us in like the Canadian government did in the Handsmade Tale ??
President Tru I’m moving to Canada please let us in like the Canadian government did in the Handsmade Tale ??
First-person expression of intent to immigrate to Canada, referencing The Handmaid's Tale as cultural context for seeking refuge.
@Ms.C.G.B
Mar 4, 2025
You can tell that he's pissed because he doesn't wanna do it. It hurts everyone.
You can tell that he's pissed because he doesn't wanna do it. It hurts everyone.
Commenter shares their interpretation of the speaker's emotional state and reluctance, offering a personal observation.
Personal Narrative
0.72
@chrisking6695
Mar 4, 2025
Up to now, I strongly despised Trudeau. He was weak, dumb, inconsistent, insignificant. \nNow, my opinion has changed. \nWhat he says is far from crap. \nT is a criminal, at the service of China, Russia …
Up to now, I strongly despised Trudeau. He was weak, dumb, inconsistent, insignificant. \nNow, my opinion has changed. \nWhat he says is far from crap. \nT is a criminal, at the service of China, Russia to disrupt the North American economy every which way he can, whilst hiding in the shadow of a sheer head on military conflict that would leave both sides in the midst of nuclear fallout for centuries. \nThe enemy within. \nThe scour of unabashed destruction. \nThe new age of mind slavery in a T.
Personal narrative of changed opinion about Trudeau combined with unsubstantiated claims about Trump's allegiances and moral condemnation.
@gerardtheberge635
Mar 4, 2025
Not the United States sir ….Donald trump … and I will suffer his rath. I did not vote for him
Not the United States sir ….Donald trump … and I will suffer his rath. I did not vote for him
First-person account of personal political stance and fear of consequences from Trump administration.
@gailedwards4661
Mar 4, 2025
You know I'm so sorry this idiot did this to you when I'm from the United States and I'm really sorry you're right the world's going to go crazy and it's going to be the …
You know I'm so sorry this idiot did this to you when I'm from the United States and I'm really sorry you're right the world's going to go crazy and it's going to be the United States it's going to pay for it and you know maybe one day we can all move to Canada where we can have a better life than to Trump's out of office if he doesn't become a dictator you never know what could happen in life he already is a dictator I finally got away from all that and we all came in the United States for peace not for what we're going through right now I'm sorry Canada sorry Mexico I'm sorry the rest of the world but I voted the right way and other people voted the wrong way and some people are understanding what they did and some people are still sticking by what they did so hopefully somewhere else could be some peace for some Americans in some way or another
Extended first-person account of the commenter's experience and concerns about US politics, with apologies to other nations.
@rockin4206
Mar 4, 2025
I am 30 years.very nice
I am 30 years.very nice
Brief self-introduction providing biographical information (age) with minimal substantive content.
Personal Narrative
0.70
sothilingamnagalingam5416
Aug 26, 2025
What a great precise speaker Trudea. My nephew Tomas journalist canada
What a great precise speaker Trudea. My nephew Tomas journalist canada
Commenter praises the speaker and includes a personal reference to their journalist nephew in Canada.
@patriciahehir3576
Mar 4, 2025
I'm an American - Thank You Prime Minister For Your Kind And Compassionate Words.\nEverybody? TIE A KNOT AND HOLD ON... TRUMP IS TO AMERICA WHAT HAMAS IS TO GAZA!\nJust Like The Palestinians Voted In Hamas …
I'm an American - Thank You Prime Minister For Your Kind And Compassionate Words.\nEverybody? TIE A KNOT AND HOLD ON... TRUMP IS TO AMERICA WHAT HAMAS IS TO GAZA!\nJust Like The Palestinians Voted In Hamas For GAZA, 52% of the American People Voted Trump In.\nNOW WE ARE ALL Going To Pay For It! - WERE ALL FUCKED!
First-person account as an American expressing gratitude and fear, with comparative framing to Hamas/Gaza.
@KevinCovington5453
Mar 4, 2025
Living in Canada sucks please save us. I wish for the eternal sleep.
Living in Canada sucks please save us. I wish for the eternal sleep.
First-person expression of distress about living conditions in Canada, though vague and potentially hyperbolic.
Blarghonk42
Jan 27, 2026
As an American from the state of Kentucky, this is ridiculous!
As an American from the state of Kentucky, this is ridiculous!
First-person identity claim (American from Kentucky) paired with moral disapproval of current situation.
@DaFalconator
Mar 4, 2025
Oh my god this is so sad. As an American i don’t know what we can do to fight this government, they are making it incredibly difficult
Oh my god this is so sad. As an American i don’t know what we can do to fight this government, they are making it incredibly difficult
First-person expression of concern and helplessness about government actions, seeking collective action against perceived injustice.
@elijones6425
Mar 4, 2025
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country.
If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians.
over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to....
I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago.
5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit
Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration.......
There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK!
We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way. There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate, 5 years is my limit bitches, fuck you, fuck off or we'll fucking make you
-Alberta proud , and fuck you again bitches
Primarily a first-person account of the commenter's experience with immigration, but includes unverified claims about insurance fraud and discriminatory rental practices without evidence.
Andy-Michaels
Sep 10, 2025
Hey Canada, This is why you voted for this guy.\n\nAs an American whose entire income is driven by the market, your reaction is entirely warranted. Bring the pain, American success demands on it.
Hey Canada, This is why you voted for this guy.\n\nAs an American whose entire income is driven by the market, your reaction is entirely warranted. Bring the pain, American success demands on it.
First-person account of an American whose income depends on markets, explaining support for tariff retaliation.
@Matt-nc8yj
Mar 4, 2025
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
First-person claim about personal immigration history, though the historical claim (1900s) appears implausible and may be satirical.
Personal Narrative
0.70
canman5060
Dec 3, 2025
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience.
I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was
Videoing in public videoing, taking evidence Of what is going on around here?
Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly.
Was
Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety.
The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me.
Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Commenter provides an extended first-person account of alleged harassment and conflicts with immigrant communities, mixing lived experience with demographic anxiety and identity claims.
karendavis5938
Jan 28, 2026
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Incomplete anecdotal observation about Indian immigrant concentration in Surrey/Vancouver, appears to be cut off mid-sentence.
Personal Narrative
0.70
williamstdog9
Jan 28, 2026
I just moved from my California home state for the second, but just to let you know Canada i'm with you!! This trade war with these countries, are ridiculous but only to line, and continue …
I just moved from my California home state for the second, but just to let you know Canada i'm with you!! This trade war with these countries, are ridiculous but only to line, and continue to line the pockets of billionaires like Elon Musk, Donald Trump, and the tech family..... Trump has tried to stay close to Putin, but no one asks why?? We're not at war with Russia? He's been wanting the wealth Putn has every since he, and his wife visited in 1983.. He loves their minerals, and i ask President Zenlensky, if he signs that mineral agreement be careful how it's worded!!! J D Vance had know right to speak to Zelensky in that manner!! Trump, needed an education in government before he ran for any office, it's laws, etc... he's embarrassing when he speaks, calling other government officers stupid, and the like, like a child in school!! Why doesn't someone fact check Donald Trump vs Joe Biden with the things he's done vs the things Donald did while in office, as Biden knowing the law vs Trump as what he could do as a US President, not running this country like he runs his business!! I'm Georgia now, and still wouldn't voted for that man....!!!
Combines personal relocation story with extensive critique of Trump's policies, character, and governance approach.
@bettyecollins4255
Mar 4, 2025
Hehe resigned a few weeks ago
Hehe resigned a few weeks ago
Brief first-person account of a personal action (resignation), though minimal context makes classification somewhat uncertain.
Personal Narrative
0.70
@ChrisMurray-iw9ij
Mar 4, 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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