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 an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean …
As an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean imagine this happened to India, prolly Indians would react the same or even worst than that. And on top of that, some Khalistani terrorists are set free in Canada.
Commenter shares their perspective as an Indian living in India, expressing embarrassment about Canadian racism and security concerns regarding Khalistani terrorists.
siriii-zy
Feb 11, 2026
I voted for the Liberals in 2015 before I really knew what I believed in. I later voted for the NDP. Trudeau lost my support but lately he’s been incredibly bold and admirable. He makes …
I voted for the Liberals in 2015 before I really knew what I believed in. I later voted for the NDP. Trudeau lost my support but lately he’s been incredibly bold and admirable. He makes me proud to be a Canadian.
First-person account of voting history and evolving political views, culminating in pride in Canadian identity.
@BarbedWireSounds
Mar 4, 2025
I live in canada ,,, there is NO VACANCY !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! JESUS CHRIST literally there is NO PLACE TO LIVE at this moment !!!!!!!!!!!!!!!!!!!!!!!!!!!!!
I live in canada ,,, there is NO VACANCY !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! JESUS CHRIST literally there is NO PLACE TO LIVE at this moment !!!!!!!!!!!!!!!!!!!!!!!!!!!!!
First-person account of housing crisis in Canada, combining lived experience with economic concerns about vacancy.
jakeallen-k1x
Feb 11, 2026
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc.
Some I remember are:
1. What is the common term for someone elected in Federal elections?
A. Riding Winner
B. Member of Parliament
C. Senate
D. Federal Executive.
2. Which of the following represents being Canadian and expresses national identity?
A. Symbols like Maple leaf
B. Equality
C. Unity
D. Human Right Commission
3. Jury duty consists of partial jurors and past jurors (in similar meaning)
True or False.
4. French and English are:
A. Fighting rebellion in 1800s
B. French joined hands with Americans to fight against English
C. Lived together for 300 years
D. All of the above
5. Got a basic question about suffrage movement
6. What are prairie provinces?
Saskatchewan, Alberta, Manitoba (SAM)
7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations.
8. Got a question about Peace Arch in Blaine
9. Question about Peace Tower like what was built after first world War.
10. Question about Aboriginals.
Ans: First Nations, Metis and Inuits
11. Branches of Parliament
Ans: Sovereign, House of commons and Senate
12. Courts do:
Ans: Settle disputes
These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion.
Thank you and All the Best 😊
First-person account of passing a citizenship test with detailed study notes and test questions shared for educational purposes.
KrishnaD-k1e
Feb 10, 2026
As a Canadian, I'm obviously pissed, like the rest of Canada, and just to be clear, we don't forget!!!!\nA country that has fought wars side by side, and to see what the American government is …
As a Canadian, I'm obviously pissed, like the rest of Canada, and just to be clear, we don't forget!!!!\nA country that has fought wars side by side, and to see what the American government is doing is absolutely disgusting!\nTo all our American friends that didn't vote for this, thank you for the kind words.\nElbows up Canada, we stick together!
First-person account of Canadian frustration and identity, expressing shared national sentiment while acknowledging American allies and appealing to historical bonds.
@19coyote5oh9
Mar 4, 2025
I wish i could move to Canada??? sorry neighnors..i am American and I am in shock..also sad.
I wish i could move to Canada??? sorry neighnors..i am American and I am in shock..also sad.
First-person account of an American's desire to immigrate to Canada due to shock and sadness about current US situation.
@TheTicagirl
Mar 4, 2025
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are …
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are racist they sell bad things they sell out everything like mangos just to resell it but there really bad and rude only some Indians are respectful majority of them NO They attempt to crash ur car just to make thousands of money.
First-person account of lived experience in a neighborhood, making generalizations about a specific immigrant group based on anecdotal observations.
Cutechloeee
Feb 9, 2026
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
First-person account of uncle's experience living in Canada and returning to Poland, with implicit comparison between countries.
mh3lroy
Feb 10, 2026
Hahaa indian immigrant HQ! 😂 i am an immigrant from india, and i have not seen such idiots back home. I want to go back to india. You have invited lowest of lows!! It is …
Hahaa indian immigrant HQ! 😂 i am an immigrant from india, and i have not seen such idiots back home. I want to go back to india. You have invited lowest of lows!! It is frustrating for people like me. Forget shitty immigrants, what opportunities exist!?? Zero! Crap economy. God please help me and get me out of here!! All my money is invested in this dead economy..
An Indian immigrant shares their lived experience of frustration with other immigrants and economic conditions, combining personal account with economic critique.
SnehaDatta-qt4ke
Feb 9, 2026
As a Canadian who isnot a JT supporter, I loved this speech.
As a Canadian who isnot a JT supporter, I loved this speech.
Commenter identifies as a Canadian non-JT supporter expressing personal approval of the speech, combining identity assertion with positive sentiment.
@Farnazgh-yc1qj
Mar 4, 2025
As a Canadian I can confirm that this is all over the country plus Tim Hortons is now Bunty Singhs
As a Canadian I can confirm that this is all over the country plus Tim Hortons is now Bunty Singhs
First-person claim of Canadian identity used to validate anecdotal observations about immigrant presence and cultural change.
Lemuel-a
Feb 9, 2026
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern …
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern in my classes in school. To the point where u cant get a job cant rent a place because they cater to their own race. Allot are decent people but when your told u have to speak hindi to get a job. Its discriminatory and biased. They're racist towards anyone from a diffrent race period, i watched the city fall into an ethnoburb and i refuse to feel like a minority in my own home town.
First-person account of experiencing demographic change in hometown, framing it as discriminatory and expressing anxiety about becoming a minority.
CapoGaming1990
Mar 1, 2026
A group of friends went to Canada for a trip and one of us in the group had a DUI 10 years ago and won’t let us in. Like he’s some sort of gang member. …
A group of friends went to Canada for a trip and one of us in the group had a DUI 10 years ago and won’t let us in. Like he’s some sort of gang member. Fuck you Canada!
Shares a first-person account of a friend's denied entry due to past DUI, then critiques the policy as overly harsh.
@timmy2310
Mar 4, 2025
As an american i dont want this
As an american i dont want this
First-person statement from an American expressing disagreement with Trump's policies and actions.
@GennyLopacinski
Mar 4, 2025
I used to be proud to be American. Now I wish I lived in Canada ? Our country sucks right now
I used to be proud to be American. Now I wish I lived in Canada ? Our country sucks right now
First-person account of lost national pride and desire to relocate, comparing US and Canada.
@andreacampbell1423
Mar 4, 2025
Been to Canada hate it too dirty too many homeless addicted to drug all white people and first experience in Vancouver white man tired to seal my friends car 😅 called the police did nothing …
Been to Canada hate it too dirty too many homeless addicted to drug all white people and first experience in Vancouver white man tired to seal my friends car 😅 called the police did nothing never go again 😂
First-person account of visiting Canada and negative experiences, comparing it unfavorably to home.
punjabiinjapan4890
Jan 27, 2026
I use to live in brampton and I'm white. When I was attending school people were racist to me, thats how bad it is. Mind u I have friends who are indian so I got …
I use to live in brampton and I'm white. When I was attending school people were racist to me, thats how bad it is. Mind u I have friends who are indian so I got nothing against them it's just they can be so mean and racist.
First-person account of experiencing racism while white, using anecdotal evidence to make broader claims about group behavior.
azaleabrian2619
Feb 5, 2026
I'm an American. I did NOT vote for that Orange thing! Canada looking better and better. Europe. Anywhere but Trumpland.
I'm an American. I did NOT vote for that Orange thing! Canada looking better and better. Europe. Anywhere but Trumpland.
First-person account of American identity and preference for Canada/Europe over the US, with comparative framing of nations.
@jennykosky4430
Mar 4, 2025
We aren't buying anything from the US and haven't since the first threats. I most likely never enter the US again.
We aren't buying anything from the US and haven't since the first threats. I most likely never enter the US again.
First-person account of personal consumer behavior and travel intentions in response to US-Canada tensions.
Personal Narrative
0.85
@thewindoo
Mar 4, 2025
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl Who hardly speak a word of English have …
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl
Who hardly speak a word of English have PR. Jagmeet Singh and other Indian origin politicians should be investigated!
Shares a first-hand account of visa difficulties for a family member while criticizing immigration policy and specific politicians.
90ssoul-g8x
Feb 8, 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)