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
Good, get rid of them
Good, get rid of them
Brief directive statement advocating removal of a policy or program, though context is minimal.
Call to Action
0.75
janetteellingham4982
Jan 22, 2026
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
Demands removal of immigrants while citing an unverified statistic about Canadian population composition.
DudeMan27
Jan 27, 2026
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Calls for voting against liberals while asserting cultural/identity boundaries and expressing hope for political change.
simmytan4243
Aug 25, 2025
I thought he was stepping down , Canada do what you must!
I thought he was stepping down , Canada do what you must!
Urging Canada to take necessary action, referencing Trudeau's resignation announcement.
Call to Action
0.75
@alfredolopez4092
Mar 4, 2025
can not deport enough
can not deport enough
Expresses a demand for deportation action, combining advocacy for restrictive policy with implicit threat framing.
RICKYWALDNER
Dec 29, 2025
At least someone said it - finally- grow a spine republicans
At least someone said it - finally- grow a spine republicans
Urges Republicans to take action ('grow a spine') while implicitly asserting political identity/allegiance.
@MadamTx
Mar 4, 2025
Trumps gotta go! Pray him out!
Trumps gotta go! Pray him out!
Calls for Trump's removal through prayer, combining religious moral appeal with political action.
@lauriequet3142
Mar 4, 2025
I know many americans voted for trump but this action is trump voting against the american people. I mean do you guys really think Putin is a 'good' guy? You guys have to get trump …
I know many americans voted for trump but this action is trump voting against the american people. I mean do you guys really think Putin is a 'good' guy? You guys have to get trump out of there he wants to destroy america.
Urges Americans to remove Trump from office, framed as a moral imperative to protect America and oppose Russian influence.
@DGE123
Mar 4, 2025
Tyler come to Buffalo NY across the boarder from Ontario CA
Tyler come to Buffalo NY across the boarder from Ontario CA
Direct invitation/suggestion for the content creator to visit a specific location.
Call to Action
0.75
Imnothuman_
Jan 27, 2026
I'm okay with spending a few bucks on this. GET THEM OUT
I'm okay with spending a few bucks on this. GET THEM OUT
Expresses willingness to support action ('GET THEM OUT') urging removal of immigrants.
Call to Action
0.75
sc0tte416
Dec 26, 2025
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Expresses desire for political separation as a response to immigration policy, implying support for separatist action.
landonschneider3200
Jan 27, 2026
Secure your fucking borders.
Secure your fucking borders.
Demands border security action with urgent language, framing it as a necessary response to perceived threat.
@patriotknight8915
Mar 4, 2025
He needs to do the same in Texas.
He needs to do the same in Texas.
Urges a political figure to take action in another jurisdiction, implying policy change.
Call to Action
0.75
DrGamingDude
Jan 27, 2026
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
Urges escalatory action using military strategy metaphor, framing immigration/policy as an 'attack' to be countered aggressively.
@BertrandLim
Mar 4, 2025
4 elections voting Liberal... how did this happen? ..
4 elections voting Liberal... how did this happen? ..
Rhetorical question implying voter dissatisfaction and suggesting electoral action as a response to immigration policy.
HiddenInPlainSight386
Aug 25, 2025
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Urges like-minded people to move to Alberta and support provincial sovereignty movement.
Cynocehali
Jan 28, 2026
Idiots should suffer. You had a chance for something better but voted again for the same morons. So now eat the consequences.
Idiots should suffer. You had a chance for something better but voted again for the same morons. So now eat the consequences.
Urges voters to face consequences of their electoral choices, framed as moral judgment and implicit call for political change.
kostiantynvaskevych5978
Jan 3, 2026
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later …
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later what American government do with them .
Urges boycott of American goods to stabilize Canadian economy, framed as patriotic action.
@duaaa8683
Mar 4, 2025
Now that he's on his way out, he gives his best speech ever?! American people, we thank you for words of support. NOW, figure out a way to get rid of Trump and the oligarchs. …
Now that he's on his way out, he gives his best speech ever?! American people, we thank you for words of support. NOW, figure out a way to get rid of Trump and the oligarchs. It will bring down democracy everywhere if America goes down this dictatorial path. WWIII will never be Zelenskyy's fault, it will be your country's fault. Ensure that he does not trample your constitution and find military backing to stay on past the four years if you can't get rid of him soon. Get your representatives in Washington to work against this guy, whether they are Republicans or Dems. In all our countries, we have been complacent, streaming movies, gaming, buying stuff we don't need AND we've elected far too many morons! We need to use the power of democracy to form government to our needs, not the corporate world and oligarchs!
Urges citizens to take democratic action against Trump while expressing existential threats to democracy and global stability.
@gillesleduc6363
Mar 4, 2025
Ban CNN from the oval office!
Ban CNN from the oval office!
Urges a specific action (banning CNN from the oval office) directed at authorities or supporters.
Call to Action
0.75
@athomenotavailable
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)