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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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
Page 47 of 89
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the …
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the reputation of the immigrants!
Shares first-person immigrant success story while condemning system abuse, balancing personal achievement with ethical concern.
saroram-f9o Oct 5, 2025
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask …
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask a punjabi where are you from he doesn't said india they say punjab who the fuck knows punjab .hate that lassies 😅
First-person account of Indian/Punjabi immigration patterns and cultural identity dynamics in Canada.
LuckySingh-y5i9q Feb 26, 2026
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
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
First-person account of demographic observations in Vancouver in 1993, comparing ethnic composition across time.
motokev2727 Jan 27, 2026
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
First-person memory of visiting Canada in the past, expressing nostalgia and implicit concern about decline in quality of life.
paulettenoel4391 Oct 7, 2025
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't …
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't invade any country we blend with other country's culture. And we speak "malayalam" as our language. India does consist of 28 completely different states and 22 plus different languages. Everyone is different in their culture and language spoken and the food itself. And I am also sad I came to canada from kerala to get a foreign exposure but sadly I saw more punjabis, gujaratis and many hindi language speaking north indians more than canadians😢. We keralites get the racism not from canadians but from these so called Punjabis and gujaratis the hindi speaking people. Its awful
First-person account of immigrant experience expressing frustration about regional/cultural stereotyping and inter-community discrimination in Canada.
elizjemil1290 Feb 24, 2026
Lmao i lived in brampton for a year almost a decade ago now and immidiately knew where talking about
Lmao i lived in brampton for a year almost a decade ago now and immidiately knew where talking about
First-person lived experience in Brampton with implicit agreement/humor about the previous comment's criticism.
Jeff-Von-Landshark Oct 2, 2025
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll …
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll only visit to see friends and relatives but I’ll never move back, I now live in a small town near London, way better over here
First-person account of living in Brampton and relocating, with implicit demographic concerns about neighborhood decline.
dj9one212 Feb 24, 2026
I recalled I went to Rome, Italy in May this year. Two of the Chinese restaurants I ate there, to my surprise, the waiters were Indians.
I recalled I went to Rome, Italy in May this year. Two of the Chinese restaurants I ate there, to my surprise, the waiters were Indians.
Anecdotal observation about encountering Indian workers in Italy, suggesting global migration patterns.
homandbackyard008 Oct 4, 2025
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not …
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not enjoyable…my answer…sorry, too busy. I’d rather have a day off.
First-person account of negative business experiences with a group, implying ethnic or cultural stereotyping.
roykowalski4125 Oct 3, 2025
As an American citizen (sadly) i apologize for the baboon-fest in our whitehouse. the monkeys took over because of the mentally instable voters and vote-buying scammers who brought this on. MOST of us did not …
As an American citizen (sadly) i apologize for the baboon-fest in our whitehouse. the monkeys took over because of the mentally instable voters and vote-buying scammers who brought this on. MOST of us did not vote for this tragedy. but now we must attempt to survive this. not even God can help us!
First-person account from an American expressing shame and concern about domestic politics.
@ravendarkshadow9675 Mar 4, 2025
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Combines lived experience (25 years in Canada, waiting during civil war) with policy critique and moral argument about legal immigration processes.
jayafg Jan 16, 2026
Like many Americans, I am embarrassed by King Trump.
Like many Americans, I am embarrassed by King Trump.
First-person statement of embarrassment as an American, combining personal feeling with moral judgment.
@LBlucher13 Mar 4, 2025
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty of land plus black money which gives them power. Sad some of the states have totally put the whole country name to such a shame and have never evolved from such a mindset. I just pray Indians to represent their country abroad as a better citizen and respect their laws and culture.
Indian commenter shares personal perspective on regional problems in Punjab while appealing to moral responsibility for representing one's country abroad.
Jforreal Jan 27, 2026
I live in Brampton Ontario. It’s even worse all my neighbors are morons from India a lot of people I know who from India they go back for five months missing half the school year
I live in Brampton Ontario. It’s even worse all my neighbors are morons from India a lot of people I know who from India they go back for five months missing half the school year
Shares direct experience living in Brampton while criticizing the behavior of Indian immigrants regarding school attendance.
NatJoy-dt8cx Jan 27, 2026
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
First-person account of 25-year residency combined with negative characterization of the city and its residents as degraded.
KILLSHOTTAS Oct 2, 2025
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
I am Indian origin, many of those who have lost legal status in Canada are potential criminals. They want to make quick buck before leaving country. Also, Canada should introduce country cap.
First-person account from Indian-origin commenter identifying security concerns and proposing policy solutions (country caps).
ST-007 Feb 18, 2026
I fucking hate Brampton it's a shitshow (lol) there I'm not exaggerating when I say literally everyone I have ever talked to about Brampton has recommended NEVER living there
I fucking hate Brampton it's a shitshow (lol) there I'm not exaggerating when I say literally everyone I have ever talked to about Brampton has recommended NEVER living there
Shares lived experience and anecdotal evidence about Brampton's livability, with implicit economic/quality-of-life concerns.
helixtk Jan 27, 2026
I was born and raised in Brampton in the 90s. By early 00s it was time to go
I was born and raised in Brampton in the 90s. By early 00s it was time to go
First-person account of leaving Brampton due to demographic changes, implying displacement concerns.
berlouncee-ky6tb Oct 2, 2025
A Indian hit my parked car and the government blamed me and protected him f canada it is india now
A Indian hit my parked car and the government blamed me and protected him f canada it is india now
Commenter shares a personal grievance about an incident involving an Indian driver, expressing frustration with government and framing Canada as transformed by immigration.
stonerfox9766 Jan 27, 2026
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)