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
BUY CANADIAN ??
BUY CANADIAN ??
Urges people to purchase Canadian products as an economic response.
Call to Action
0.75
@LevelUp1111
Mar 4, 2025
you should stay out of this country, fraud ass reporter
you should stay out of this country, fraud ass reporter
Directs someone to leave the country while making a derogatory accusation, combining exclusionary framing with a demand for action.
Schizoposter5000
Jan 29, 2026
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Calls for deportation of illegal immigrants and criticizes government handling, mixing policy critique with a demand for action.
Raju-ql5fh
Sep 29, 2025
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Urges the Canadian government to initiate diplomatic talks with multiple countries, framed as a policy recommendation.
@yvanpimentel9950
Mar 4, 2025
#SecedeCalifornia before it's too late! \nAlly with Canada, Mexico, and the U.N
#SecedeCalifornia before it's too late! \nAlly with Canada, Mexico, and the U.N
Urges political action (secession) and frames Canada as an ally in comparison to current US governance.
@mindoftheoldone1743
Mar 4, 2025
Join the Dominion Society. Re-Migration now!!!
Join the Dominion Society. Re-Migration now!!!
Urges others to join an organization and adopt a political position ('Re-Migration'), combining recruitment with identity-based framing.
Teadrinker-ox3pz
Feb 7, 2026
Trudeau should be in jail for a long time for the crap he pulled.
Trudeau should be in jail for a long time for the crap he pulled.
Calls for legal action against a political figure, framing it as a moral imperative based on alleged wrongdoing.
chrmartube
Jun 21, 2025
Yes DUMB DONALD!! If I'm a Canadian, I'm not buying any thing made in AMERICA PERIOD!!!
Yes DUMB DONALD!! If I'm a Canadian, I'm not buying any thing made in AMERICA PERIOD!!!
Urges boycott of American products as a response to Trump, framed through Canadian identity assertion.
@byronstansberry1638
Mar 4, 2025
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Sarcastically calls for investigative journalism on European immigration while asserting indigenous identity claims.
Dev-qs2yb
Jan 27, 2026
Canada should put in place mega projects using Canadian materials. Such a project would be to place pill boxes along the 49th with the best air defence systems put in place. Build millions of attack …
Canada should put in place mega projects using Canadian materials. Such a project would be to place pill boxes along the 49th with the best air defence systems put in place. Build millions of attack drones.
Urges Canada to implement specific military infrastructure projects using domestic materials.
@rodneythur8754
Mar 4, 2025
RESIGN ALREADY YOU GLOBALIST SHILL
RESIGN ALREADY YOU GLOBALIST SHILL
Demands resignation while using unsubstantiated label ('globalist shill'), combining action demand with conspiracy-adjacent framing.
@DanielFreeMan365
Mar 4, 2025
MAKE CANADA GREAT AGAIN
MAKE CANADA GREAT AGAIN
Political slogan implying Canada needs restoration, functioning as a rallying cry with nationalist undertones.
nowornever9327
Mar 3, 2026
I pray that reasonable REPUBLICAN'TS hear this.
I pray that reasonable REPUBLICAN'TS hear this.
Appeals to Republicans to listen/act, with implicit identity framing of political alignment.
@offthegridgreco
Mar 4, 2025
Let them Leave
Let them Leave
Brief statement urging departure of immigrants or immigration programs, functioning as a directive statement.
Call to Action
0.75
JohnDera-i3s
Apr 14, 2025
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identical to first comment; calls for deportation of illegal immigrants and criticizes government policy.
Raju-ql5fh
Sep 29, 2025
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Urges Canadians to act against government leadership, with unverified conspiracy claim about WEF involvement in country destruction.
bking9226
Sep 23, 2025
No more liberals
No more liberals
Brief partisan statement urging rejection of Liberal party, functioning as a political call-to-action with identity-based framing.
rockhardlyable
Feb 17, 2026
Our government in the US is embarrassing. Americans need to rise up.
Our government in the US is embarrassing. Americans need to rise up.
US commenter urging Americans to take action against their government.
@kathyhayden3653
Mar 4, 2025
Great work, need more magas to step out and step up.
Great work, need more magas to step out and step up.
Urges political supporters ('magas') to take action and step up, framed as encouragement.
@f1wilk
Mar 4, 2025
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand …
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand strong those who were born here and love this country.
Urges people to resist fear-mongering media and stand strong for their country, with nationalist framing.
@WileyHeaton
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)