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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Call to Action
2,768 comments
Stop india people coming
Stop india people coming
Direct imperative urging policy action to restrict immigration from a specific country.
Call to Action
0.85
jonycash2786
Jan 29, 2026
We are not seeking everyday Americans to apologize but push their representatives to do the right thing.
We are not seeking everyday Americans to apologize but push their representatives to do the right thing.
Urges citizens to pressure their representatives to take action, framed as doing 'the right thing.'
@daniel.j9062
Mar 4, 2025
Trump has to be leashed. Congress must act! Stop this madness! Go Canada!
Trump has to be leashed. Congress must act! Stop this madness! Go Canada!
Urges Congress to take action against Trump while expressing support for Canada, combining advocacy with solidarity messaging.
@wolfbrother7777
Mar 4, 2025
Coupé le pétrole coupé électriques et eau aux usa
Coupé le pétrole coupé électriques et eau aux usa
French-language comment urging specific retaliatory actions (cutting off oil, electricity, water to the USA).
Call to Action
0.85
@MarioLaro-e3q
Mar 4, 2025
Prime Minister, it’s the port of Vanvouver where fentanyl is coming into Canada. Those big cargo ships need to go through customs. Please, get that established.
Prime Minister, it’s the port of Vanvouver where fentanyl is coming into Canada. Those big cargo ships need to go through customs. Please, get that established.
Direct appeal to the Prime Minister to establish customs procedures at Vancouver port to address fentanyl smuggling.
@elizabethmcleod246
Mar 4, 2025
Get rid of trump and vance
Get rid of trump and vance
Direct imperative urging removal of political figures from office.
Call to Action
0.85
@LetRichieBe
Mar 4, 2025
liberals need to send them all back
liberals need to send them all back
Demands deportation of immigrants, framed as a political directive with implicit us-vs-them framing.
DidHeDooiT
Jan 29, 2026
Why don’t you quit whining and begging and then go start doing some of these great things??
Why don’t you quit whining and begging and then go start doing some of these great things??
Urges the addressee to stop complaining and take action themselves to implement solutions.
Call to Action
0.85
@Hello-i7m
Mar 4, 2025
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Urges others to report the channel while making a meta-commentary claim about its content.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comment—urges mass reporting with meta-commentary about channel content.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting with meta-commentary about channel content.
zahanurhussainvlogs3808
Jan 29, 2026
Buy Canadian. Buy Mexican. Buy European. Boycott America.
Buy Canadian. Buy Mexican. Buy European. Boycott America.
Urges boycott of American products while promoting alternatives from other countries, combining economic action with international comparison.
@martyalexander5627
Mar 4, 2025
Canada, Take the gloves off. Go with SANCTIONS. Show the deranged the meaning symbiosis.
Canada, Take the gloves off. Go with SANCTIONS. Show the deranged the meaning symbiosis.
Direct urging of Canada to take aggressive action (sanctions) against another nation.
Call to Action
0.85
@alpenglow1235
Mar 4, 2025
What about the illegal guns coming into Canada from America. Fix that Trump
What about the illegal guns coming into Canada from America. Fix that Trump
Raises a policy concern about illegal guns and directly calls on Trump to address it.
@FairyQueen522
Mar 4, 2025
Stop all this crying and fix the border, close down all the industrial level drug labs littered all over Canada and close the Chinese police stations
Stop all this crying and fix the border, close down all the industrial level drug labs littered all over Canada and close the Chinese police stations
Demands specific government actions (close border, shut down drug labs, close police stations) framed as urgent directives.
@therealbenjaminfranklin
Mar 4, 2025
Deport Deport Deport …. Early before everything go in abyss
Deport Deport Deport …. Early before everything go in abyss
Urges deportation action while expressing apocalyptic demographic anxiety.
Mark-d4q3r
Feb 24, 2026
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Requests the creator cover a similar topic in Minnesota and mentions a specific conflict, urging content creation on related issues.
adriannabenson3220
Jan 27, 2026
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON + WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS! + THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW …
8:50 CANADIANS HAVE TO DESTROY THAT INDIA STATUE IN BRAMPTON
+ WE HAVE TO DEPORT THOSE F0CKING PIECES OF SH!T CRIMINALS!
+ THOSE F0CKING PIECES OF SH!T INDOO , AFRICANS AND ISLAM DOESN'T KNOW HOW TO DRIVE!
THEY SHOULDN'T HAVE NO F0CKING COMMERCIAL DRIVER LICENCE!
Explicitly urges removal of monuments and deportation of specific ethnic groups while expressing threat-based language and stereotypes.
NeutralGod1
Feb 26, 2026
This video is too close to home I am getting so enraged. Please make em leave
This video is too close to home I am getting so enraged. Please make em leave
Expresses emotional distress and explicitly urges action ('make em leave'), combining fear-based language with a direct call for removal.
kendalarley2277
Jan 27, 2026
Send them all back to India. Make Canada great again
Send them all back to India. Make Canada great again
Calls for deportation of immigrants while invoking nationalist rhetoric ('Make Canada great again'), urging exclusionary action.
KILLSHOTTAS
Jan 29, 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)