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
how come its very easy to get nickked cars over the border that could be loaded with drugs
how come its very easy to get nickked cars over the border that could be loaded with drugs
Asks about border security vulnerabilities regarding stolen cars and drug smuggling, combining information-seeking with security concerns.
@kevinraines4318
Mar 4, 2025
So did you get smuggled in? Odd ending to this one
So did you get smuggled in? Odd ending to this one
Asks a clarifying question about the video's narrative while commenting on its structure.
Adaddof4
Jan 27, 2026
I wanna see Filipino communities next
I wanna see Filipino communities next
Expresses interest in seeing content about another immigrant community, framed as a request or suggestion.
Question
0.75
nimsy6476
Jan 27, 2026
You have to do what you have to do and I believe we know this is due to Trump's actions. The thing is which country is he trying to break...yours or ours. ?
You have to do what you have to do and I believe we know this is due to Trump's actions. The thing is which country is he trying to break...yours or ours. ?
Seeks clarification about Trump's intentions while implicitly critiquing his actions as potentially destabilizing.
@HeartofaGypsy
Mar 4, 2025
Can i apply for asylum to flee to another country ? trump is ruining this country
Can i apply for asylum to flee to another country ? trump is ruining this country
Primarily an information-seeking question about asylum eligibility, with secondary fear-based motivation regarding Trump's policies.
@daddyRAMROD510
Mar 4, 2025
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ????
when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Seeks clarification about government immigration policy and PR allocation through rhetorical questioning.
valuegaptrader7243
Jan 27, 2026
Have you seen all the potholes in montreal?
Have you seen all the potholes in montreal?
Poses a question about infrastructure conditions in Montreal, likely seeking clarification or engagement on a tangential topic.
Question
0.75
negvirgin8689
Jan 27, 2026
Native Canadians? Really
Native Canadians? Really
Challenges the term 'Native Canadians' with skepticism, questioning its accuracy or appropriateness.
funckyzeit
Jan 27, 2026
Can Trudeau be our president??? Please!
Can Trudeau be our president??? Please!
Poses a hypothetical question about Trudeau becoming president, expressing preference for Canadian leadership.
@Michele-z4k
Mar 4, 2025
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Asserts negative identity-based claim about Canada's state but frames it as a request for evidence, seeking substantiation.
elimayhew7933
Jan 27, 2026
wow $35 per months
wow $35 per months
Appears to be a clarifying question about a specific monetary figure mentioned in the video.
Question
0.75
amgbrandsnetworkinc.6579
Jan 23, 2026
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
Information-seeking about government response to human smuggling, with implied criticism of inaction.
potatotomato5857
Jan 27, 2026
Why did Eritrean and Somalia’s catch strays ?
Why did Eritrean and Somalia’s catch strays ?
Asks why specific nationalities (Eritrean and Somali) are being negatively referenced, seeking clarification or expressing confusion.
Question
0.75
YouielYiebiyo
Jan 27, 2026
Begs the question what is carney's real agenda
Begs the question what is carney's real agenda
Poses a speculative question about a political figure's underlying agenda, seeking to understand motivations behind policy decisions.
Gumms55
Feb 26, 2026
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Information-seeking question about Indian immigrants' behavior abroad, with implicit identity-based concern underlying the query.
manomaypatil6831
Jan 28, 2026
Where did he got his stupid statistics?
Where did he got his stupid statistics?
Seeks clarification about the source of statistics presented, questioning the video's factual basis.
HadalsameTV
Jan 28, 2026
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Poses a direct question about Native American identity, likely challenging someone's right to speak on immigration issues.
digicraft123
Jan 28, 2026
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
Poses a rhetorical question about why Punjabi people immigrate to Canada while claiming to love Punjab, mixing information-seeking with ethnic stereotyping.
DEKUxsSs
Jan 28, 2026
I am wondering what is the end game here. It is interesting if wasn't so hurtful to all the world to see this play out.
I am wondering what is the end game here. It is interesting if wasn't so hurtful to all the world to see this play out.
The commenter seeks clarification about political intentions while expressing concern about harm, combining information-seeking with ethical concern.
@dreamerworld1495
Mar 4, 2025
you should come to North Stockton or Mountain House in CA!!! I would love to know if they are coming here off of something similar because their population has also grown exponentially over the last …
you should come to North Stockton or Mountain House in CA!!! I would love to know if they are coming here off of something similar because their population has also grown exponentially over the last 10 years its crazy!!
Seeks information about immigration patterns in California by comparing to Canadian trends, asking for clarification about demographic changes.
tickle-qd1un
Feb 28, 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)