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
last year i went to brampton and got inside the bus. i was the only white in a packed bus and aall the indians were looking at me up and down till i got off, …
last year i went to brampton and got inside the bus.
i was the only white in a packed bus and aall the indians were looking at me up and down till i got off, i will never forget how weird that was
First-person account of a lived experience in Brampton with racial undertones about being a minority in a specific space.
BixBiBr
Jan 29, 2026
I hate the country i live in
I hate the country i live in
First-person expression of dissatisfaction with their country of residence, a personal emotional statement.
Personal Narrative
0.80
ikari3509
Jan 29, 2026
American from a southern state, this is all the government, we the people want nothing to do with it or basically any conflict we’ve been in since at least 2004. We see what you see, …
American from a southern state, this is all the government, we the people want nothing to do with it or basically any conflict we’ve been in since at least 2004. We see what you see, and there’s a greater number of us willing to move with you than for our “government”
First-person account from an American expressing personal disagreement with their government and solidarity with Canada's position.
@ZastudilRV
Mar 4, 2025
I am from Edmonton Every where Indians domination. I feel I am in India. When you go to Airport at most Indians
I am from Edmonton Every where Indians domination. I feel I am in India. When you go to Airport at most Indians
First-person account of living in Edmonton with observations about demographic change, expressing discomfort with perceived Indian dominance.
yohannes5408
Jan 28, 2026
Grew up in malton right beside Brampton this people have destroyed our country they forced all of us north 14 cars in each driveway people have mattress all over there house it’s absolutely disgusting
Grew up in malton right beside Brampton this people have destroyed our country they forced all of us north
14 cars in each driveway people have mattress all over there house it’s absolutely disgusting
First-person account of growing up in Malton/Brampton, describing perceived neighborhood decline attributed to immigrant communities, blending lived experience with demographic anxiety.
dbrown1139
Feb 5, 2026
I really believe that it just comes down to Trump feeling resentment that he will never be part of a perceived 'inner circle' of establishment world leaders. It's probably over that one time when they …
I really believe that it just comes down to Trump feeling resentment that he will never be part of a perceived 'inner circle' of establishment world leaders. It's probably over that one time when they were caught on a hot mic dissing him with Trudeau kind of leading the pack. Over the years Trump has shown over and over again that he is that petty and all of his decisions have an absolutely childish basis, yet the American people voted him in a second time. I've run out of patience with the American people too. They're not really doing anything about this except saying online that they support Canada just so they can feel a little better about themselves. If you guys want a dumpy predator for president that's your business but I will be doing my part to fight him and his unjust attacks against my country.
Extended first-person account of the commenter's frustration with Trump and commitment to defending Canada, blending personal experience with moral argument and action.
@prototek100
Mar 4, 2025
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
The commenter shares a personal experience as a Canadian-born citizen observing changes in their country over the past five years.
impervial22
Jan 28, 2026
My sister got scammed from one of those diploma mills. These people need to go I have no sympathy for these dirty nasty people
My sister got scammed from one of those diploma mills. These people need to go I have no sympathy for these dirty nasty people
Shares lived experience (sister scammed) as justification for xenophobic stance, combining personal narrative with dehumanizing language.
DarrellDarrell-o8z
Jan 29, 2026
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to the men’s room without seeing 3 or 4 dudes hanging out. Foreign students also take from the food banks enough to have 1st year students now banned and many people no longer donate. I generally have great experiences Indian people, and have travelled India extensively, but if you let in too many of one type the native population will have a hard time and the immigrants themselves won’t integrate and build their own society. Blame the Liberal government.
Comment combines lived experience at a college with concerns about resource strain and integration, blaming government policy while grounding arguments in personal observation.
onetripwonders
Jan 27, 2026
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
First-person account of visiting Vancouver and observing demographic changes, comparing to home state.
forgodandcountry777
Feb 27, 2026
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because …
I dated an Indian girl who was born here but her parents are immigrants. Before they even met me she said they were so happy she was dating me. I asked why? She said "because youre not indian!" .. they don't even like eachother
First-person account of dating experience used to illustrate ethnic in-group preference among Indian immigrants.
somethinderpsterious
Jan 29, 2026
Oh fuck (Born and raised in Brampton 🤦🏻♂️)
Oh fuck
(Born and raised in Brampton 🤦🏻♂️)
Shares personal background (Brampton resident) with an expression of frustration, using humor to convey disapproval of demographic changes.
robinwilliams4617
Jan 27, 2026
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
First-person observation of demographic change in Montreal with explicit disavowal of prejudice, but underlying demographic anxiety.
Stefano-curti
Jan 29, 2026
26 years retired. Ashamed. Brace yourselves, we won' t last 4 years going in this direction
26 years retired. Ashamed. Brace yourselves, we won' t last 4 years going in this direction
First-person account of a retiree expressing shame and anxiety about the nation's direction, grounded in lived experience and demographic concern.
@richardjean9958
Mar 4, 2025
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
First-person reflection on immigration desperation in Punjab, cultural commentary on visa-seeking behavior, and personal decision not to migrate.
lorelai4716
Jan 29, 2026
I AM CANADIAN. And sad to say I and my family were Trump supporters through halfway through his first term. The BS and blantent vugar talk from his mouth and now criminal conviction was enough. …
I AM CANADIAN. And sad to say I and my family were Trump supporters through halfway through his first term. The BS and blantent vugar talk from his mouth and now criminal conviction was enough. But now that I see Elon Musk , Mark Zuckerberg, Jeff Bezzos and other billionaires in his shady corner I knew something wasnt right! And after how President Zelenskyy was treated, disgusting right for the news to see on purpose. Your President is way too close to Putin and who knows what other countries. Trump, and his cronies want the spoils and treasures of Canada, Mexico, Ukraine and Gazza! BTW Trump your welcome from Canada ?? for helping putting out your fires in California! But, then again we know you wont thank Canada! Hey Americans Canada ?? loves you! Alot of great history together! Lets not let trump and his cronies divide us!
Extended personal account of changing political views, combined with criticism of Trump and assertion of Canadian-American solidarity.
@theseeker6097
Mar 4, 2025
I'm ashamed of my country.Trump does not care about the.U.S.We are behind Canada and apologize for what he is doing
I'm ashamed of my country.Trump does not care about the.U.S.We are behind Canada and apologize for what he is doing
First-person expression of shame about Trump's actions, combined with solidarity with Canada and moral disapproval.
@angelaneihoff8303
Mar 4, 2025
Thank you for covering this. Brampton was so nice 15 years ago.
Thank you for covering this. Brampton was so nice 15 years ago.
First-person account of living in Brampton and observing demographic change over 15 years, with implicit nostalgia and concern.
SpicyDurian154
Jan 29, 2026
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL.
Props Tyler, TY bud putting the spotlight on the matter. Merci beaucoups, sincerement.
First-person account from a French Canadian expressing concern about national decline, with personal identity assertion and appreciation for the video creator.
SSatyricus
Jan 27, 2026
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working for them.
First-person account of working for an Indian couple and observing their preference for Indian-owned businesses, implying ethnic self-segregation.
AmberZ305
Jan 29, 2026
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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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Discourse Quality (Perspective API)