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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
What bugs me is the garbage on the streets,there is a garbage can right there and it's not used,people literally put the garbage next to the can if your lucky😊
What bugs me is the garbage on the streets,there is a garbage can right there and it's not used,people literally put the garbage next to the can if your lucky😊
First-person observation of littering behavior in public spaces, framed as a personal grievance rather than systematic critique.
tiffanymckenna8711
Aug 28, 2025
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
Combines lived experience (10 years in Canada, PR struggles) with an unsubstantiated accusation of scamming by a specific ethnic group.
Tri_Nguyen_
Jan 29, 2026
Coming to the states as we speak!
Coming to the states as we speak!
Brief first-person statement about personal migration plans to the United States.
Personal Narrative
0.75
ShaddySoldier
Feb 8, 2026
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Extended first-person account of observed urban change, mixing lived experience with conspiracy theories and ethnic stereotyping.
alexwhite28
Feb 15, 2026
Grettings from the beautiful and great Garden State NJ??thanks Canada, this guy Trump has some good ideas but at the same time he has a bunch of bad perceptions of the world where we lived, …
Grettings from the beautiful and great Garden State NJ??thanks Canada, this guy Trump has some good ideas but at the same time he has a bunch of bad perceptions of the world where we lived, our allies are our friends not our enemies!
First-person statement from a New Jersey resident expressing gratitude to Canada and personal perspective on Trump's mixed record and misperceptions of allies.
@tracywaymoore163
Mar 4, 2025
I am in the immigration business, the Indian applicants shock me to my core. They will forge anything, bank documents, education documents, police clearance certificates... You name it.
I am in the immigration business, the Indian applicants shock me to my core. They will forge anything, bank documents, education documents, police clearance certificates... You name it.
Claims professional experience in immigration but makes sweeping, unverified accusations about document forgery by Indian applicants, blending anecdotal narrative with potentially false generalizations.
painkiller2837
Feb 19, 2026
As a Canadian apartment dweller, curry smell is common.
As a Canadian apartment dweller, curry smell is common.
First-person observation about cultural markers (food smells) framed as a lived experience of demographic change.
northwestalternativemedia2125
Jan 27, 2026
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Describes an alleged scam experience, possibly anecdotal evidence of immigration-related fraud.
PrussianBlu3
Feb 24, 2026
I’m no Trudeau fan, but lowkey I’m happy he’s getting the opportunity to show us some spine & hopefully leave on a higher note (for himself at least!)
I’m no Trudeau fan, but lowkey I’m happy he’s getting the opportunity to show us some spine & hopefully leave on a higher note (for himself at least!)
A personal perspective on Trudeau's resignation, expressing cautious optimism about his character and legacy.
@tarasmylie219
Mar 4, 2025
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Anecdotal account of meeting Mexican tourists claiming asylum as a free travel strategy, mixing lived experience with unverified claims about gaming the system.
Stkser
Feb 25, 2026
Y yo aquí en mexico valiendo madre
Y yo aquí en mexico valiendo madre
Spanish-language comment expressing personal situation in Mexico, tangentially related to immigration discourse.
Personal Narrative
0.75
enriquecontreras4299
Feb 9, 2026
yeah...not for a while. So many other cool places around the world to see and without the hassle
yeah...not for a while. So many other cool places around the world to see and without the hassle
Personal statement about travel preferences and avoidance of hassle, reflecting individual experience and choice.
Personal Narrative
0.75
huraboma
Dec 8, 2025
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there …
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there are poor and rich here both suffer with this country. but the rich understand and are are very well educated to understand the locals and support their country. but idk what's wrong with Canada that they leave the north Indian's ( basically 90% people of this part of region are not very friendly and are very badly educated about things only the top 10% of this region really understand things and even they suffer with this and the allegations some of them for just being the same religion ) and because of them the other people of India who were going to America/Canada for better meant of the country they go to , get with this and get rejected. its just my opinion and the things I have seen going around me.
Commenter shares personal perspective as an Indian, offering lived experience and cultural insight while making moral arguments about education and representation.
kuroadi249
Feb 18, 2026
So embarrassed to be an American! I didn’t vote for Trump! I knew his Presidency AGAIN ….. would be a shit show! So sorry for Canada! Retired! Can’t afford food now! Six months from now …
So embarrassed to be an American! I didn’t vote for Trump! I knew his Presidency AGAIN ….. would be a shit show! So sorry for Canada! Retired! Can’t afford food now! Six months from now everything will be unaffordable! Thank the maga idiots for voting him in! Personally I think he and Elon have rigged it!
Commenter shares personal experience as a retired American struggling financially, expressing anxiety about economic consequences while criticizing Trump's election.
@Ptnel33
Mar 4, 2025
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Commenter shares workplace observations about immigrant behavior and integration, mixing lived experience with critical assessment of government employment practices.
amruthasathyan7178
Aug 25, 2025
As a service business. I don't accept any jobs in Brampton period.Haven't been to Brampton in years.
As a service business. I don't accept any jobs in Brampton period.Haven't been to Brampton in years.
Speaker describes their personal business practice and avoidance of a specific location, with implicit identity positioning as someone distinct from that area.
@tedr1657
Mar 5, 2025
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Offers practical advice based on apparent personal experience navigating the healthcare system.
Personal Narrative
0.75
hildaramroop9611
Aug 25, 2025
I'm fully prepared to travel to a non-USA destination
I'm fully prepared to travel to a non-USA destination
First-person statement about the commenter's own travel intentions and preparedness.
Personal Narrative
0.75
terrygelinas4593
Dec 9, 2025
Dont care if I never go there again.
Dont care if I never go there again.
Brief personal statement expressing unwillingness to return to Canada based on lived experience.
Personal Narrative
0.75
Donkeyhoe
Dec 11, 2025
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Extended personal account of homelessness experience mixed with specific unverified claims about immigrant benefits, housing programs, and demographic composition without evidence.
John-jc4om
Aug 25, 2025
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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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