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've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Shares lived experience of environmental degradation in Surrey BC, with an implicit unverified claim about a specific demographic's responsibility without evidence.
caydendavis885
Jan 27, 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
I live in Canada and this is very true.
I live in Canada and this is very true.
Brief first-person confirmation of video claims based on lived experience in Canada, though ambiguous about whether affirming or criticizing.
YourOneAndOnlyZak
Jan 27, 2026
There is no chance our family is heading to LA this year to take our kids to Disneyland as we had anticipated. The place is turning into a shit show.
There is no chance our family is heading to LA this year to take our kids to Disneyland as we had anticipated. The place is turning into a shit show.
First-person account of changed travel plans due to perceived deterioration, combining lived experience with underlying security/safety concerns.
@Macmoolihan
Mar 5, 2025
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
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Combines lived experience (son's education experience) with unsubstantiated claims about government favoritism toward international students.
bababuilder
Oct 6, 2025
I am a immgrant send Them back To they county
I am a immgrant send
Them back
To they county
Self-identifies as an immigrant while calling for deportations of others, presenting a personal stance on immigration policy.
ronfrancis5039
Aug 25, 2025
All he has to do is say we’re welcome and we will leave this government and all its shenanigans. ?
All he has to do is say we’re welcome and we will leave this government and all its shenanigans. ?
First-person expression of willingness to emigrate to Canada if welcomed, implying dissatisfaction with current government.
@kashdagen1
Mar 4, 2025
I live in the hood buddy and they're still drugs everywhere
I live in the hood buddy and they're still drugs everywhere
First-person lived experience claim about drug presence in their neighborhood, implicitly suggesting immigration-related security concerns.
@SmithsoniamGeneticsO-HIGH-O
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
Cant listen he makes me sick
Cant listen he makes me sick
Brief first-person emotional reaction to the speaker without substantive argument.
Personal Narrative
0.70
@galebeattie2333
Mar 4, 2025
Pa victim si trudue
Pa victim si trudue
Tagalog phrase expressing personal victimhood or grievance related to Trudeau, though context is unclear.
Personal Narrative
0.70
@paulcrewe
Mar 4, 2025
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
i'm heartbroken
i'm heartbroken
Expresses a personal emotional response, though minimal context makes it somewhat ambiguous.
Personal Narrative
0.70
@crowwoman9218
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 want outta here
i want outta here
First-person expression of desire to leave, indicating personal dissatisfaction or lived experience.
Personal Narrative
0.70
@tarajade5035
Mar 4, 2025
I don’t watch much news, let alone a response from another country. But this guy pisses me off for some reason
I don’t watch much news, let alone a response from another country. But this guy pisses me off for some reason
Commenter shares personal reaction to the video/Trudeau, expressing emotional response without substantive policy engagement.
@guamitoe-
Mar 4, 2025
And just for the record, I was hoping to get a few hours of paid work at the liquor store and now this just might be a game changer you know? So hard to get …
And just for the record, I was hoping to get a few hours of paid work at the liquor store and now this just might be a game changer you know? So hard to get a job in this country… I suppose it depends on what kind of species of canine you are… Last time I was a bulldog I got flipped after six months of work. Sucks balls.
Shares lived experience of job-seeking difficulty in Canada with absurdist humor about species/dog breeds.
@rikkicargo786
Mar 4, 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
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
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)