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
Question
1,353 comments
Is even like this in small town Saskatchewan.
Is even like this in small town Saskatchewan.
An incomplete question seeking information about whether similar conditions exist in Saskatchewan, framed as a comparative inquiry.
BraydenSZ
Jan 28, 2026
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Seeks advice on immigration policy balance, comparing Canada's approach to America's.
DANNY_ASTRO
Jan 27, 2026
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Information-seeking question about immigrant loyalty in hypothetical military conflict, framed with identity/belonging concerns.
kurtcobain7388
Jan 27, 2026
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
Information-seeking questions about driving standards and licensing across jurisdictions, with implicit comparative framing.
NotTheAverageGaming
Jan 27, 2026
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
Commenter seeks clarification about PR eligibility disparities, implying criticism of immigration policy while asking for information.
Xxx_viagra_xxX
Jan 27, 2026
Man im glad you made this video! I was wondering why so many were coming to Canada.
Man im glad you made this video! I was wondering why so many were coming to Canada.
Expresses gratitude for the video while seeking information about immigration patterns.
anthonyarcangeli343
Jan 27, 2026
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
Questions the legality/wisdom of border crossing by referencing another person's arrest, seeking clarification.
overlordfx1464
Jan 27, 2026
Finland is full of indians too. Im not racist but im very curious; why?
Finland is full of indians too. Im not racist but im very curious; why?
Poses an information-seeking question about immigration patterns while using comparative framing (Finland vs. Canada).
alex88723
Jan 27, 2026
why the fuck a tuktuk on the highway
why the fuck a tuktuk on the highway
Rhetorical question expressing confusion or criticism about an observed detail in the video, with implied sarcasm.
maxlamenace244
Jan 27, 2026
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
Expresses uncertainty about whether content is propaganda or reflects real demographic change, framed as an information-seeking question.
hermannnovakovic9507
Jan 27, 2026
The question is who is going to pay for the pension, education and health system if there is less workers???
The question is who is going to pay for the pension, education and health system if there is less workers???
Poses a rhetorical question about workforce sustainability and funding of public systems, combining inquiry with economic concern about demographic change.
almichel888
Jan 20, 2026
But i dont get why you did such a dirty job on the smuggler...
But i dont get why you did such a dirty job on the smuggler...
Seeks clarification about the video's editorial choices or portrayal of a specific person/subject.
bobbah676
Jan 27, 2026
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Seeks clarification about immigration motivations while implicitly comparing Canada favorably to the US.
Uncouth
Jan 27, 2026
Was there a tuck tuck/ auto driving in Canada in front of their car.
Was there a tuck tuck/ auto driving in Canada in front of their car.
Commenter asks a clarifying question about whether a tuk-tuk/auto was visible in the video footage.
Question
0.80
Kirpa001
Jan 27, 2026
how'd you even escape from that far place back to where you are? we asking the real questions
how'd you even escape from that far place back to where you are? we asking the real questions
Seeks clarification about the subject's journey, framed as a genuine inquiry about logistics.
Question
0.80
haveawonderfulday2432
Jan 27, 2026
WHY ARE THERE SO MANY INDIANS?
WHY ARE THERE SO MANY INDIANS?
Interrogative format seeking information about demographic composition, though tone suggests underlying demographic anxiety.
Ban-sama
Jan 27, 2026
Too many to ever remove effectively ? 🤔
Too many to ever remove effectively ? 🤔
Poses a rhetorical question about the feasibility of deportation policy implementation.
bobbyb.6644
Jan 2, 2026
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
Seeks clarification about the video's purpose and methodology, questioning the validity of filming in a demographically Indian area.
matthewpaulsen3732
Jan 27, 2026
Why did you redeem it????
Why did you redeem it????
Seeks clarification about a decision made in the video, likely regarding editorial choices.
Illyrianwarrior95
Jan 27, 2026
Why did it stop when it got interesting ? You should have called the cops and filmed
Why did it stop when it got interesting ? You should have called the cops and filmed
Asks why video editing stopped at a certain point and suggests an alternative action (calling police), combining information-seeking with a directive.
samworld63
Jan 27, 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)