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
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
that guy on the bike is going to prison I think
that guy on the bike is going to prison I think
Speculative question about a person in the video facing legal consequences, seeking clarification or confirmation.
Question
0.75
JKnksrsly
Feb 13, 2026
As an American I am Astonished. I saw all this coming in Trump's 1st go-round. ? Why?? How did this happen??
As an American I am Astonished. I saw all this coming in Trump's 1st go-round. ? Why?? How did this happen??
American expressing confusion and seeking understanding about how Trump's return to power occurred, framed as a question.
@karonpowell750
Mar 4, 2025
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? "Can you tell us the Truth please. We are very interested in learning.
THANK YOU
Frames as information-seeking but contains implicit identity-based skepticism about Indian women's immigration motivations and racial preferences.
capellanbrad1404
Feb 15, 2026
Native Canadian ???
Native Canadian ???
Questioning statement that implicitly challenges the identity/belonging of immigrants, combining inquiry with identity concerns.
amin-ed6kk
Feb 15, 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
here from denmark i want to go buy products from canada ????
here from denmark i want to go buy products from canada ????
Information-seeking about purchasing Canadian products from Denmark, with implicit comparative framing between countries.
@svendhej
Mar 4, 2025
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Framed as a question but primarily expresses skepticism about immigrant integration and cultural assimilation.
Carrierdlr1
Jan 27, 2026
Why don't they stop the flow of fentanyl into the U.S.?
Why don't they stop the flow of fentanyl into the U.S.?
Poses a question about Canadian government action on fentanyl trafficking, implying policy criticism.
@ppetry3978
Mar 4, 2025
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
Appears to be a clarification or informational statement about Canadian knife laws in response to another commenter.
Question
0.75
Dalhorn
Jan 29, 2026
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Did Warren say that the control was lost at the tail end of the Trudeau government? Being honest, it was lost BEFORE that??
Seeks clarification about when immigration control was lost, framed as a question to the video content.
clwhite3494
Feb 27, 2026
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
The comment poses a rhetorical question implying that temples serve only their own community, combining information-seeking with identity-based framing.
rdldesign
Sep 29, 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
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Poses questions about political figures' financial ties and compliance, seeking information while implying policy concerns.
gillianessien7417
Sep 29, 2025
Is this a threat ????.. my money is on Donald
Is this a threat ????.. my money is on Donald
Seeks clarification about whether something is a threat while expressing concern, combining information-seeking with anxiety.
@CarneilSmith
Mar 4, 2025
Why you hate Sikhs ?
Why you hate Sikhs ?
Accusatory question directed at the video creator regarding bias against a specific ethnic/religious group.
nsingh999
Feb 16, 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
Why does the Canadian government have Canadians so much?
Why does the Canadian government have Canadians so much?
Rhetorical question expressing frustration with government policy toward citizens, seeking explanation or venting.
robinbank5
Jan 29, 2026
I just don’t understand, what is really behind this agenda?
I just don’t understand, what is really behind this agenda?
Seeks clarification about underlying motivations while implying suspicion of hidden agendas, combining information-seeking with conspiratorial framing.
@master19421
Mar 4, 2025
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please square that? On what grounds do the LIEberals base and justify this???
Frames as information-seeking question but contains implicit moral critique about fairness in welfare distribution.
robovs1
Feb 17, 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)