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 told you " just open your eyes 7 years ago " !! so what do you think?!
I told you " just open your eyes 7 years ago " !! so what do you think?!
Claims personal foresight about immigration issues seven years ago, asserting they warned others.
@w.l135
Feb 19, 2026
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others I hate those because they …
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others
I hate those because they complain the most about discrimination and they are the first racist in the line and I hate them because they made my life impossible and for them I am homeless
First-person account of personal hardship attributed to discrimination by a specific group, mixing lived experience with accusatory framing.
franciscojuarez3234
Feb 18, 2026
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Should have said you're from Brazil Tyler!! Portuguese don't need a visa to enter the USA!!
Offers personal advice based on nationality/visa status, suggesting an alternative strategy for immigration.
fahada9807
Jan 29, 2026
I don't want gvmt to do my taxes
I don't want gvmt to do my taxes
First-person statement of personal preference regarding government tax services.
Personal Narrative
0.70
kathybrecht696969
Jan 14, 2026
No for real, this is so hectic & too accurate... It hurts how accurate it is no lie 🥲
No for real, this is so hectic & too accurate... It hurts how accurate it is no lie 🥲
Personal reaction to video content expressing resonance with its accuracy, with self-deprecating humor.
ChuckDafuq
Jan 28, 2026
I live in India 🎉
I live in India 🎉
Personal statement of location in India, possibly indicating perspective from outside Canada on the issue.
JasperEdwinAsir
Feb 18, 2026
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'm from Brantford (Ontario and you should've also looked into all the Indian that buy houses and only rent out to other Indian
I'm from Brantford (Ontario and you should've also looked into all the Indian that buy houses and only rent out to other Indian
Shares a local observation from Brantford about Indian immigrants' housing and rental practices based on personal experience.
NofaceNocase98
Jan 28, 2026
You are not wrong. I work for a truck rental company and every call we get from Canada is an Indian - very heavy accents. Very rude too.
You are not wrong. I work for a truck rental company and every call we get from Canada is an Indian - very heavy accents. Very rude too.
Claims anecdotal workplace experience with Indian workers, though the generalization and negative stereotyping suggests potential misinformation.
SpuukiSatori
Jan 27, 2026
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'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away.
I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month.
That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with.
Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions.
The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000.
Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome.
If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work.
This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap.
I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that.
So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of.
I feel utterly abandoned by our government.
Detailed first-person account of financial hardship combined with criticism of immigrant communities' housing practices and cultural discrimination.
krystalfiliatrault2007
Aug 25, 2025
In BC they hit all the freeway overpasses.
In BC they hit all the freeway overpasses.
Shares a localized observation about incidents in BC, functioning as a brief personal account or anecdote.
Personal Narrative
0.70
VancityPlow
Jan 27, 2026
As a Canadian thanks for this content, they're all the way up north, too.
As a Canadian thanks for this content, they're all the way up north, too.
First-person account of being Canadian and appreciation for the video content, with implied support for the perspective presented.
Bloodywasher
Jan 27, 2026
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
Indians in canada are considered lower class than indians in india they go there , file asylum to live there ,, Asise of that fuck you tyler ready to see when your shyte right winger …
Indians in canada are considered lower class than indians in india they go there , file asylum to live there ,, Asise of that fuck you tyler ready to see when your shyte right winger racist gonna see decline .
Appears to reference lived experience of Indian immigrants in Canada while critiquing immigration policy and expressing frustration.
krrishkumarsingh2098
Jan 27, 2026
I bet Justin's approval rating has gone up since this BS. My apologies from an American, may Gourd have mercy on us all.
I bet Justin's approval rating has gone up since this BS. My apologies from an American, may Gourd have mercy on us all.
American commenter offering personal apology and perspective from their national position, mixing self-identification with cross-border commentary.
@greedye827
Mar 4, 2025
We aren’t going anyway
We aren’t going anyway
Brief personal statement about the commenter's own travel intentions or lack thereof.
Personal Narrative
0.70
FartCoffin
Dec 10, 2025
I love the guy on the bike
I love the guy on the bike
Brief personal expression of liking a specific individual featured in the video.
Personal Narrative
0.70
patmack2871
Jan 27, 2026
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
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
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)