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
Search & Filter
Personal Narrative
1,771 comments
thats why i left this country a year ago dawg damnn
thats why i left this country a year ago dawg damnn
First-person account of the commenter leaving Canada, implying dissatisfaction with immigration-related changes.
Personal Narrative
0.90
gorkemless
Feb 10, 2026
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
First-person account of immigrant parents' successful integration and cultural embrace, serving as a positive lived experience narrative.
lizcarreiro4492
Sep 5, 2025
The racism and sexism in Brampton is crazy, I have lived there basically my whole life and the fast rate this just kept on getting worse. So much my whole family had to move away …
The racism and sexism in Brampton is crazy, I have lived there basically my whole life and the fast rate this just kept on getting worse. So much my whole family had to move away because of this issue, and I legit have trauma from how people treated me at school.
First-person account of experiencing racism and sexism with lasting personal trauma, grounded in lived experience.
azaleabrian2619
Feb 5, 2026
i live in brampton and hate brampton
i live in brampton and hate brampton
First-person statement about living in and disliking Brampton, a direct personal experience claim.
Personal Narrative
0.90
Evilpeterparker187
Oct 21, 2025
I’m an auto claim adjuster… Brampton is THE WORST for auto claims. I say about 45% of my claims for all of Ontario come from Brampton.
I’m an auto claim adjuster… Brampton is THE WORST for auto claims. I say about 45% of my claims for all of Ontario come from Brampton.
Claims professional expertise as an insurance adjuster to support a statistical assertion about a specific city's claim rates.
SamanthaURen
Jan 28, 2026
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Extended first-person account of family immigration experience combined with assertions about assimilation expectations and national identity.
awcinematography
Jan 24, 2026
I want to move to Canada. I cant live in this country anymore.
I want to move to Canada. I cant live in this country anymore.
First-person expression of intent to emigrate based on personal dissatisfaction with current country conditions.
Personal Narrative
0.90
@andrewstewart7231
Mar 4, 2025
I live about an hour away from there. You pass by Highway 410 (the highway to Brampton) on the way to Toronto Pearson International Airport.
I live about an hour away from there. You pass by Highway 410 (the highway to Brampton) on the way to Toronto Pearson International Airport.
First-person account of geographic location and local knowledge about highways and airports.
Personal Narrative
0.90
sarahedwards2
Feb 22, 2026
Thank you for this video. Today I took a test and scored 19 out of 20. I encourage people to watch this video before the exam.
Thank you for this video. Today I took a test and scored 19 out of 20. I encourage people to watch this video before the exam.
Personal testimony of test success combined with encouragement for others to use the resource.
mohammedal-khazraji1688
Jan 6, 2026
I wish I could move to Canada. But at 78 I have nothing to offer them.
I wish I could move to Canada. But at 78 I have nothing to offer them.
First-person account of desire to immigrate to Canada and personal circumstances affecting eligibility.
Personal Narrative
0.90
@paulamoors
Mar 4, 2025
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
Shares lived experience as an immigrant while also critiquing the immigration system, with personal narrative as the dominant element.
LeandroSantos-bt1lg
Feb 18, 2026
No way the time you come is literally 10 mins from my house 😭😂 I could’ve helped yall with content lol
No way the time you come is literally 10 mins from my house 😭😂 I could’ve helped yall with content lol
Expresses proximity to the video creator and offers collaborative support, grounded in personal location.
beegirl98
Jan 28, 2026
I registered with the French Government when I went on a work exchange. No problems
I registered with the French Government when I went on a work exchange. No problems
First-person account of the commenter's own experience registering with the French government during a work exchange.
Personal Narrative
0.90
betty5064
Dec 9, 2025
Wish I could tell you my story about permanent residence experience
Wish I could tell you my story about permanent residence experience
Expresses desire to share a first-person account of permanent residence experience.
Personal Narrative
0.90
CynthiaWorkman-y2d
Feb 18, 2026
Canadian here super tired
Canadian here super tired
First-person statement expressing personal exhaustion or frustration as a Canadian resident.
Personal Narrative
0.90
yurrr4592
Jan 27, 2026
I'm a retired Canadian Military veteran and I don't live in Canada because the Canada I served is not the Canada that exists today.
I'm a retired Canadian Military veteran and I don't live in Canada because the Canada I served is not the Canada that exists today.
First-person account of a military veteran's lived experience and disillusionment with Canada's current state.
QuentinStyger
Feb 7, 2026
Gas prices are down where I live.
Gas prices are down where I live.
First-person observation about local economic conditions (gas prices).
Personal Narrative
0.90
@2TyminAzzKato
Mar 4, 2025
Dam i live next to Brampton
Dam i live next to Brampton
First-person statement about commenter's own residential location.
Personal Narrative
0.90
user-nu5rg5bj4t
Jan 27, 2026
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him.
I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too.
The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay.
I have no intention to leave, was my comment back. I'm here to learn.
Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots.
We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!"
A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me.
There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene.
To attack an adult who can defend themselves is one thing but to go after children is another.
I say stricter policy on crimes are needed.
Extended first-person account of discrimination experiences involving an immigrant, emphasizing Native American identity and belonging.
lucylazore2143
Sep 8, 2025
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
Recounts personal immigration experience and economic contributions to establish credibility while implicitly defending past immigration policies.
Garth_LaBeach
Feb 18, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)