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
You quit your job.\nNow go away.
You quit your job.\nNow go away.
Commenter demands the PM leave office, framing resignation as the appropriate action to take.
@garychernugal8583
Mar 4, 2025
We will stand up
We will stand up
A rallying cry expressing commitment to stand together, likely in support of Canada's position.
@sylvainroy9509
Mar 4, 2025
Investigate ICE
Investigate ICE
Calls for investigation of ICE (Immigration and Customs Enforcement), urging action on immigration enforcement matters.
Call to Action
0.70
thierrymanuel4549
Feb 19, 2026
Donald need to set down
Donald need to set down
Brief imperative statement urging a political figure to step down from office.
Call to Action
0.70
@coreydews4469
Mar 4, 2025
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Expresses frustration with Canadian government and citizens, implicitly calling for political change while using derogatory language about Canadians.
beemer1111
Sep 19, 2025
DOUBLE IT IN 2026
DOUBLE IT IN 2026
Urges doubling immigration numbers by 2026, framed as a directive or demand for policy change.
Call to Action
0.70
courtney495
Jan 22, 2026
Axe the tax
Axe the tax
Brief call to eliminate taxes, likely referencing carbon tax or other government levies.
Call to Action
0.70
@timcorkery5023
Mar 4, 2025
Canada needs ICE urgently.
Canada needs ICE urgently.
Advocates for ICE (likely Immigration and Customs Enforcement), framed as an urgent policy need, combining critique with implicit call for action.
BasedMisatoSpeaks1488
Jan 27, 2026
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Proposes a punitive action against the US while using inflammatory language to express hostility and threat.
@PatGolik
Mar 4, 2025
Trump for prison
Trump for prison
Expresses a demand for action (imprisonment) against a political figure, functioning as a call to action despite its brevity.
Call to Action
0.70
@JohnSmith-pg9ns
Mar 4, 2025
Shut up Trudeau
Shut up Trudeau
Dismissive command directed at a political figure, implicitly calling for silence or removal from office.
@desperadopharaoh2361
Mar 4, 2025
then leave.
then leave.
A terse directive urging departure, likely directed at immigrants or those supporting immigration.
Call to Action
0.70
tankian8829
Sep 19, 2025
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Urges readers to check financial portfolios and reconsider their voting decision, linking economic consequences to political choice.
@westhavenor9513
Mar 4, 2025
You should investigate the Canadian gun grab as it is very corrupt
You should investigate the Canadian gun grab as it is very corrupt
Requests the video creator investigate a different policy issue (gun control), attempting to redirect the channel's focus.
Gamersguilty234-tw7vv
Jan 27, 2026
Pay up Justin.
Pay up Justin.
Imperative statement directing action toward the Prime Minister, likely demanding payment or accountability.
Call to Action
0.70
@Nuttyirishman85
Mar 4, 2025
Canadians, Half of Americans do not want this! Little more than half of American citizens subscribed to the FAFO by voting for Trump, ??! Please bring penalties without holding back. 47 and his voters must …
Canadians, Half of Americans do not want this! Little more than half of American citizens subscribed to the FAFO by voting for Trump, ??! Please bring penalties without holding back. 47 and his voters must learn. 47 won't. Our American citizens need to learn. Respect to Canada and Canadians. ?
Urges Canada to impose penalties on Trump and his voters as punishment, framed as a moral lesson.
@emeriscottii409
Mar 4, 2025
WE BLAME TRUMP and nobody else!!!
WE BLAME TRUMP and nobody else!!!
Emphatic statement assigning blame to Trump, implicitly urging others to recognize and hold him accountable.
@charrio2
Mar 4, 2025
Go to Alberta please
Go to Alberta please
Urges the creator to visit Alberta, likely to document immigration issues there.
Call to Action
0.70
gaspasser
Jan 27, 2026
We should bring back the galantine, and put Trump under it for treason
We should bring back the galantine, and put Trump under it for treason
Calls for extreme action (execution) against Trump framed as justice for treason.
@Jlin0012
Mar 4, 2025
BAD is BAD, either know what you are doing or get the hell out.
BAD is BAD, either know what you are doing or get the hell out.
Demands removal of incompetent officials, framed as an ultimatum.
freddimmick5874
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)