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
Who gave them permission to drive He should be fired
Who gave them permission to drive He should be fired
Demands punitive action (firing) against an individual, implying they should not have been permitted to work.
AlexisGroupHealth-y5o
Feb 7, 2026
Make 50percent tariffs for canada President trump 4 this kind of leaders,Maga?????
Make 50percent tariffs for canada President trump 4 this kind of leaders,Maga?????
Commenter urges Trump to impose tariffs on Canada while invoking MAGA rhetoric, combining a call for action with nationalist framing.
@KingKing-dy5vu
Mar 4, 2025
Send this to the Donald war with Canada is going to happen.
Send this to the Donald war with Canada is going to happen.
Appears to reference a political figure and suggests escalation to conflict, combining alarmism with a call to action.
jimplimkin4026
Jan 28, 2026
Another referendum question to add would be: “Do you support defunding the main stream media?”
Another referendum question to add would be: “Do you support defunding the main stream media?”
Proposes adding a referendum question about defunding mainstream media, suggesting a policy action.
Call to Action
0.70
@ToonieCollector
Feb 20, 2026
Living in mtl... pls bust these mfers out !
Living in mtl... pls bust these mfers out !
Urges action ('bust these mfers out') with implied threat/removal language directed at a group in Montreal.
trxash3039
Jan 27, 2026
Expand to the entire country.
Expand to the entire country.
Brief directive to expand a policy (likely immigration restrictions) nationwide.
Call to Action
0.70
Justaperson717
Nov 21, 2025
Tyler this is great journalism but you need to report this to the police !
Tyler this is great journalism but you need to report this to the police !
Praise for the journalist combined with urging escalation to law enforcement authorities.
Silvio360
Jan 28, 2026
elect bike guy to parliament please
elect bike guy to parliament please
Urges political action (electing someone to parliament) with a humorous/sarcastic tone.
nfhgjkuioukytyumghfjtfghmtggyh
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
We need ICE, ICE works
We need ICE, ICE works
Advocates for ICE (immigration enforcement) as a solution, framed as a direct call for policy implementation.
jtomtl
Nov 21, 2025
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , …
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , Be honest and DO NOT BE A SHEEP
Uses a historical quote to urge critical thinking and warns against conformity ('DO NOT BE A SHEEP'), functioning as a call to independent action.
AlexMcQueen-ce9tz
Oct 9, 2025
#STANDCAN #FckTRUMP
#STANDCAN #FckTRUMP
Hashtag-based call to support Canada and opposition to Trump, with potential satirical tone in the hashtag format.
@MettaYetta
Mar 4, 2025
time to bring I.C.E. to Canada yes
time to bring I.C.E. to Canada yes
References ICE (Immigration and Customs Enforcement) as a call to implement similar enforcement in Canada, combining threat rhetoric with advocacy for action.
FrankDiscussion-y1o
Feb 4, 2026
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
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
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
You have to investigat the driver inc epidemic and all the dead related to it….
You have to investigat the driver inc epidemic and all the dead related to it….
Urges investigation into a specific epidemic and related deaths, combining a request for action with implicit concern about a public health threat.
atary099
Jan 27, 2026
Trudeau you’re finished bye bye
Trudeau you’re finished bye bye
Dismissive statement urging departure of political figure, functioning as a call for political change.
Call to Action
0.70
@julietcopeland5230
Mar 5, 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
Annex Canada.
Annex Canada.
Cryptic statement 'Annex Canada' appears to be a call for political action, though meaning is ambiguous.
Call to Action
0.70
woollygoat8921
Jan 28, 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)