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
Call to Action
2,768 comments
Send'em home ASAP!
Send'em home ASAP!
Direct call for immediate deportation of immigrants.
Call to Action
0.93
Hunbasher
Jan 15, 2026
I've already signed the petition going around to FIRE useless clueless Diablo.
I've already signed the petition going around to FIRE useless clueless Diablo.
Directly states participation in a petition to remove a government official, exemplifying mobilization for political action.
Call to Action
0.92
TOKYOJOE-e8b
Feb 27, 2026
Deport them all
Deport them all
Direct call for deportation of immigrants as a policy action.
Call to Action
0.92
leedubreuil3195
Oct 28, 2025
Deport all non-citizens %100
Deport all non-citizens %100
Direct call for mass deportation of non-citizens with emphatic language.
Call to Action
0.92
kyoatbites7865
Jan 15, 2026
Keep raising the number of deportations and we'll be on the right track.
Keep raising the number of deportations and we'll be on the right track.
Direct exhortation to increase deportation numbers as a policy goal.
Call to Action
0.92
sherrystouth7707
Dec 30, 2025
Deport these people
Deport these people
Direct imperative urging removal/deportation of immigrants, functioning as a call to action for policy enforcement.
Call to Action
0.92
flames126
Oct 17, 2025
Get rid of them now!
Get rid of them now!
Direct demand for removal action with minimal elaboration.
Call to Action
0.92
shellylaventure7724
Aug 30, 2025
One trump wall should b built across Canadian border
One trump wall should b built across Canadian border
Advocates for border wall construction (referencing Trump), framing immigration as a security/containment issue requiring action.
afaqanwar2500
Jan 27, 2026
Create Canada ICE, Find them and DEPORT THEM.
Create Canada ICE, Find them and DEPORT THEM.
Directly urges creation of enforcement agency and mass deportation action in imperative language.
Call to Action
0.92
danoking69
Jan 16, 2026
Cut all ties with Canada.
Cut all ties with Canada.
Direct call for severing diplomatic/economic ties with Canada.
Call to Action
0.92
@DavidSyed-ne9ix
Mar 4, 2025
DEPORT DEPORT DEPORT
DEPORT DEPORT DEPORT
A direct call for deportation action repeated three times for emphasis.
Call to Action
0.92
Justin_Smith1
Sep 28, 2025
GOVERNMENT AND IRCC SHOULD START NOW HUNTING THESE ILLEGAL STUDENTS AND DEPORT THEM!
GOVERNMENT AND IRCC SHOULD START NOW HUNTING THESE ILLEGAL STUDENTS AND DEPORT THEM!
Directly urges government agencies to take enforcement action (hunting and deporting illegal students), functioning as an explicit policy demand.
Call to Action
0.92
Jzone358
Oct 4, 2025
IMPEACH. NOW!!!
IMPEACH. NOW!!!
Direct imperative urging immediate political action (impeachment).
Call to Action
0.92
@MaryGuerrero-x6z
Mar 4, 2025
Every Republican should be forced to hear this!!
Every Republican should be forced to hear this!!
Directly urges Republicans to listen to the video content, framed as a prescriptive action.
Call to Action
0.92
@jayphelps9613
Mar 4, 2025
Power to the people! NO to floor crossing! NO to elections theft! Floor crossing is elections stealing! Elections matter! Save our democracy! Floor crossing is depressing, what kind of society are we building if there …
Power to the people!
NO to floor crossing!
NO to elections theft!
Floor crossing is elections stealing!
Elections matter!
Save our democracy!
Floor crossing is depressing, what kind of society are we building if there no integrity, no values, no trust, no ethics in politics? What is the point going for elections if the one person can change the will of the people by crossing the floor?
Real people who are FREE and who cherish their FREEDOM should organize and protest against floor crossing all across this country until floor crossing is banned in Canada. A person who does not want to be in parliament anymore should resign effective immediately and the resignation should trigger an automatic by-election from that moment the person resigned.
Primarily urges organized protest and legislative action against floor crossing, framed through appeals to democratic integrity and ethics.
@charlytatchumtamno7076
Feb 22, 2026
Petition to upload the full interview with the legend on the bike!
Petition to upload the full interview with the legend on the bike!
Requests the channel upload full interview content, urging a specific action from the video creator.
Call to Action
0.92
hanson2133
Jan 27, 2026
We need to 10x this number.
We need to 10x this number.
Direct call to increase deportation numbers tenfold, urging escalation of current policy.
Call to Action
0.92
DanSmith-xj3cr
Dec 27, 2025
Next videon on Richmond,BC
Next videon on Richmond,BC
Requests the creator make a video about Richmond, BC, a direct call for content creation.
Call to Action
0.92
rawal6837
Jan 28, 2026
Please let's unite to vote liberal out.
Please let's unite to vote liberal out.
Direct mobilization call urging collective action to vote out the Liberal government.
Call to Action
0.92
carlospache4706
Aug 25, 2025
Let's not buy American products anymore!
Let's not buy American products anymore!
Direct urging of others to take economic action by boycotting American products.
Call to Action
0.92
@carov393
Mar 4, 2025
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)