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
My wife and I are saving to move to the states
My wife and I are saving to move to the states
First-person statement about personal plans to relocate, indicating dissatisfaction with current conditions.
Personal Narrative
0.90
Allenrobinson9
Aug 25, 2025
Still trying to get my PR, stuck in this complete mess.
Still trying to get my PR, stuck in this complete mess.
First-person account of the commenter's own immigration experience and frustration with the PR process.
Personal Narrative
0.90
pjell
Feb 19, 2026
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20! I read the Discover Canada book twice and watched this video three times …
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20!
I read the Discover Canada book twice and watched this video three times ,it really helped me prepare.August 6, 2025 Thanks again!
First-person account of passing citizenship test with gratitude for the resource, expressing appreciation and encouragement.
Gurnishan-f1v
Aug 7, 2025
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤
Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
First-person account of living under government censorship in Russia, expressing fear and seeking connection with the video creator.
EmoKaLol
Feb 19, 2026
I am Ukrainian, we are grateful to everyone who supports us, because our people die and we live in constant fear that a russian rocket or drone will hit our heads now. Every day air …
I am Ukrainian, we are grateful to everyone who supports us, because our people die and we live in constant fear that a russian rocket or drone will hit our heads now. Every day air raid alert. Thank you so much to Justin Trudeau for calling putin with the true words - lying murderous dictator.
Commenter shares their Ukrainian identity and lived experience of war while expressing gratitude for Canadian support.
@irynavo
Mar 4, 2025
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
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Excellent reporting, sir.
I, too, am an immigrant over 30 years.
My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦
And all did just that.
🙏💜🇨🇦✝️
First-person account of successful immigration and assimilation from Ireland, expressing positive integration experience.
Muchjoy..
Aug 26, 2025
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
Literally yesterday I was thinking of visiting Canada Montreal and now this vid pops up 😮
Literally yesterday I was thinking of visiting Canada Montreal and now this vid pops up 😮
First-person account of coincidental timing between personal travel plans and video discovery.
Personal Narrative
0.90
Kyrisi
Jan 27, 2026
Bramalea mall was built by Bramalea Corp…the CEO is my grandfather. Flex!
Bramalea mall was built by Bramalea Corp…the CEO is my grandfather. Flex!
First-person biographical claim about family connection to a corporate development project.
Personal Narrative
0.90
jonathanshiff562
Dec 24, 2025
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
First-person account of financial hardship and homelessness, contrasted with perceived immigrant prosperity, expressing desperation and anger toward the government.
naw-danoobie6236
Aug 26, 2025
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
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
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Draws on 40-year immigrant experience to defend multiculturalism as both lived reality and ethical principle against assimilationist critiques.
sharmilanarayan8062
Aug 26, 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
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again wouldn't do it This is not what Canada is about this has to stop
First-person account of the commenter's Canadian identity and emotional disillusionment with the country's current direction.
rhammond7517
Aug 26, 2025
Bro was 5 mins away from my house
Bro was 5 mins away from my house
First-person account indicating proximity to a location mentioned in the video.
Personal Narrative
0.90
Sonnyfaz_069
Jan 27, 2026
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
First-person account of considering emigration despite being born in Canada due to systemic problems.
Personal Narrative
0.90
richardlowden4341
Aug 26, 2025
i was born in new haven in 67, i am canadian now thank fuck
i was born in new haven in 67, i am canadian now thank fuck
First-person biographical account of becoming a Canadian citizen, expressing relief and identity shift.
Personal Narrative
0.90
@billjohnson8236
Mar 4, 2025
just passed the test and scored 20/20; I only went over 200 questions from this video; it was enough.
just passed the test and scored 20/20; I only went over 200 questions from this video; it was enough.
First-person account of passing a test using the video's study materials.
Personal Narrative
0.90
TtT-g9y
Jan 26, 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)