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
2 million of them should be deported and make Canada great again,but are government is so corrupt so it will never happen.
2 million of them should be deported and make Canada great again,but are government is so corrupt so it will never happen.
Advocates for mass deportation and government action while criticizing government corruption, framed as nationalist restoration.
billbryce3488
Jan 27, 2026
Do next one of how italians invaded new York in the 20th century
Do next one of how italians invaded new York in the 20th century
Requests the creator produce similar content about Italian immigration history.
Call to Action
0.81
waleek3-qq9wk
Jan 27, 2026
Boycot to American products with respect to Americans, it all Donald's fault. \n\nI support Canada and Ukraine.\n\nRussia and Donald is evil ?
Boycot to American products with respect to Americans, it all Donald's fault. \n\nI support Canada and Ukraine.\n\nRussia and Donald is evil ?
Urges boycott of American products as a specific action, framed within identity assertion about supporting Canada and Ukraine.
@Karvai
Mar 5, 2025
Good. How about we accelerate the deportations?
Good. How about we accelerate the deportations?
Direct call to accelerate deportation policy, framed as a question but functioning as advocacy for faster action.
Rickfyoutube
Dec 27, 2025
Yes, we will speak up now. We have a voice that needs to be heard. What an evil govt, punishing there own Citizens, who pay their taxes.😢😢😢😢😢
Yes, we will speak up now. We have a voice that needs to be heard. What an evil govt, punishing there own Citizens, who pay their taxes.😢😢😢😢😢
Calls for citizens to 'speak up' and be heard against government policy, framed as moral imperative against perceived injustice.
sherry-g4n
Aug 27, 2025
Cancel F35.
Cancel F35.
Brief imperative calling for cancellation of F35 military program, urging policy action.
@jackstreet6979
Mar 4, 2025
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
Demands mass deportation while invoking 'REAL Canadians' identity and economic hardship arguments.
Fin9919
Mar 8, 2026
Toss them out
Toss them out
Brief directive urging removal of immigrants, implying threat or exclusion.
RigbyAshes
Feb 25, 2026
Not high enough that's nothing we need 20 million deported now!!!!!!!!
Not high enough that's nothing we need 20 million deported now!!!!!!!!
Demands mass deportation with emphatic language, framing immigration as an existential problem requiring extreme action.
erics9754
Mar 2, 2026
Boycotte until they stop enforcing this
Boycotte until they stop enforcing this
Urges others to boycott until policy changes, explicitly calling for collective action against government enforcement.
Call to Action
0.80
EndyCapp
Mar 1, 2026
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
Urges political action against Liberals while implying dire consequences, combining mobilization with threat framing.
ernestturriziani2489
Feb 28, 2026
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
A change in Government is way past due ... is there still time to prevent the end of Canada as an independent democracy? It's very doubtful!
Calls for government change while expressing existential concern about Canada's future as a democracy.
bryandickinson3180
Feb 28, 2026
You need to do one exposing fraud in Canada. I’m sure it’s huge
You need to do one exposing fraud in Canada. I’m sure it’s huge
Requests the video creator expose alleged fraud in Canada, urging investigative action on a specific topic.
mitchellcloudnine
Feb 28, 2026
Need to stop immigration
Need to stop immigration
Direct call to action urging cessation of immigration policy.
-niceday-9117
Feb 11, 2026
STOP ALL IMMIGRATION INCLUDING REFUGEES AND ASYLUM SEEKERS UNTIL THE DEBT IS GONE
STOP ALL IMMIGRATION INCLUDING REFUGEES AND ASYLUM SEEKERS UNTIL THE DEBT IS GONE
Demands a halt to all immigration with an economic justification (national debt), framed as a direct call to action.
JohnMackay-kn3rl
Feb 24, 2026
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
Demands immediate policy action (English language testing requirement) with urgent tone and capitalization.
user-ix5wr5vf1v
Feb 24, 2026
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights for the safely of kids . Fighting against SOGI and Transgender mutilation. Fighting for the rights of Parents. Fighting against mainstream media. Fighting to protect law abiding citizens for standing up to government corruption and the health care authority that continues to spread false information . Fight for gun owners. Pushing for Castle Law . Fighting the corruption in the legal system that allows the prosecution of innocent Canadians and the violation of their charter of rights. If the Conservative Party isn't willing to fight, really fight, then we are still being governed by one big Uniparty playing politics.
Urges the Conservative Party to fight harder on multiple policy fronts, combining critique with demands for action.
johnd9024
Feb 27, 2026
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS …
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS YOU RACIST ... Get even.
Urges others to resist accusations of racism and 'get even,' framing political opposition as a moral duty against perceived enemies.
wz890
Feb 27, 2026
Please always have two MPs on your show at all times to show both sides of the argument.
Please always have two MPs on your show at all times to show both sides of the argument.
Requests the video creator take specific action (invite two MPs) to improve content balance and representation.
nueloblack
Feb 24, 2026
CSIS needs to put these liberals in handcuffs
CSIS needs to put these liberals in handcuffs
Calls for arrest of political opponents, framing them as threats requiring law enforcement action.
Gumms55
Feb 26, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)