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
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
First-person account of friendship with immigrants, contrasting past and present immigration waves with stereotyping and cultural assimilation concerns.
Time.Info.24
Jan 27, 2026
I’m a poor American so I really don’t care what happens ?
I’m a poor American so I really don’t care what happens ?
First-person statement about personal economic status and disengagement from the topic.
Personal Narrative
0.90
@djfreaknique1587
Mar 4, 2025
I actually met someone who fits the description, came here through a international student program, he left that program from BC then came to Alberta and started work in forestry. He ended up getting fired …
I actually met someone who fits the description, came here through a international student program, he left that program from BC then came to Alberta and started work in forestry.
He ended up getting fired due to him lying about his experience with computers and no back ground in forestry.
First-person account of meeting an international student who misrepresented qualifications and was fired, providing a lived experience anecdote.
Personal Narrative
0.90
Kyrnist
Oct 25, 2025
I'm moving to India .
I'm moving to India .
First-person statement about personal relocation plans, a biographical intention rather than commentary on policy.
Personal Narrative
0.90
Lindsay-g8t
Feb 23, 2026
I once had a green card and I let it lapse. I have no intentions of ever visiting that terrible country again.
I once had a green card and I let it lapse. I have no intentions of ever visiting that terrible country again.
First-person account of letting a green card lapse and refusing to visit the US, expressing personal experience and stance.
XL2man
Dec 11, 2025
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
Thanks Justin. As a 64 year old Montrealer I remember when you were born. I even met your Dad a couple of times. Well done. Cheers from Montreal Quebec Canada ??
Thanks Justin. As a 64 year old Montrealer I remember when you were born. I even met your Dad a couple of times. Well done. Cheers from Montreal Quebec Canada ??
First-person account of lived experience meeting a political figure, expressing approval and local pride.
@johngore7744
Mar 4, 2025
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
First-person account of discovering the creator visited the commenter's city.
Personal Narrative
0.90
jcm7624
Jan 27, 2026
Motel Pierre is the worst of the worst 🤢 I'm from Montreal I know!😉
Motel Pierre is the worst of the worst 🤢
I'm from Montreal I know!😉
First-person account of lived experience in Montreal with a specific location reference and personal knowledge claim.
Personal Narrative
0.90
marcandre-id1tq
Jan 29, 2026
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
First-person account of living conditions and housing costs in Brampton from someone with Indian background.
jattanu94
Sep 19, 2025
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
As a Montrealer I know exactly where this is.
As a Montrealer I know exactly where this is.
Brief first-person statement about local knowledge and geographic familiarity.
Personal Narrative
0.90
uncleben6959
Jan 29, 2026
I want to move to Canada.
I want to move to Canada.
First-person expression of desire to relocate to Canada, a personal aspiration statement.
Personal Narrative
0.90
@deborarockstrom2533
Mar 4, 2025
Thank you so much. I have passed my citizenship test and this video was very helpful. Cheers
Thank you so much. I have passed my citizenship test and this video was very helpful. Cheers
First-person account of passing citizenship test with gratitude, expressing positive immigrant experience.
osaretingiegbefumwen
Jan 5, 2026
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
First-person account of visiting Kingston and observing Indian-Canadian communities, with biographical context about the commenter's background.
Personal Narrative
0.90
RetroTimmy
Jan 27, 2026
This is why I left Brampton 5 years ago after living here 45 years.
This is why I left Brampton 5 years ago after living here 45 years.
First-person account of leaving a location after decades of residence, implying dissatisfaction with changes.
Personal Narrative
0.90
mariamandjik5976
Sep 19, 2025
I went to Brampton about three times , I HATE Brampton with a passion
I went to Brampton about three times , I HATE Brampton with a passion
First-person account of visiting Brampton and expressing strong negative personal experience.
Personal Narrative
0.90
powerofloveism
Sep 21, 2025
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Extended first-person account of 46 years of experience with Indian/Punjabi communities in Canada, concluding with positive sentiment and acceptance.
ministryofzim
Jan 27, 2026
I went to a Sikh Temple when i was homeless in Victoria for a short while and was welcomed with wholesome hearts and a plate of warm home cooked healthy vegetarian meal. No judgement, and …
I went to a Sikh Temple when i was homeless in Victoria for a short while and was welcomed with wholesome hearts and a plate of warm home cooked healthy vegetarian meal. No judgement, and no frowning upon for not being Sikh. Love is universal and i experienced that 1st hand. One time, i was inadvertently at a Engagement party in same Temple and sat near the bride and groom! What an honour i thought! What a Loving religion without any pressure to convert. Bless Them!
First-person account of receiving help and hospitality from a Sikh temple community while homeless.
samb2658
Oct 26, 2025
allahamdullah for me leaving for newfoundland
allahamdullah for me leaving for newfoundland
First-person account of the commenter's own immigration experience and gratitude about moving to Newfoundland.
Personal Narrative
0.90
cristianoarrogantaldo1344
Jan 29, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)