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
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Call to Action
2,768 comments
Hold the Line Americans ?????
Hold the Line Americans ?????
Exhortation to Americans to maintain resolve, framed as nationalist rallying cry.
@Princejacoby
Mar 4, 2025
I repeat myself, anyone who voted for the lieberals, really needs to have their heads examined .
I repeat myself, anyone who voted for the lieberals, really needs to have their heads examined .
Urges people to reconsider voting choices while making partisan attacks on the Liberal party.
jamesturcott7339
Feb 27, 2026
Don't let up on the hasidics.
Don't let up on the hasidics.
Urges continued criticism or action against a specific religious/ethnic group, combining targeting language with exhortation.
MartyMacFry
Jan 27, 2026
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
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
American commenter urging Canada to take aggressive economic action (cut electricity) against the US as leverage.
@Johnny53kgb-nsa
Mar 4, 2025
Maybe it's time for Canada to get together with Great Britain and with EU and put economic sanctions on the USA?
Maybe it's time for Canada to get together with Great Britain and with EU and put economic sanctions on the USA?
Suggests Canada coordinate with other nations to take economic action against the USA.
@123Ryanist
Mar 4, 2025
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
Calls for deportation while making contradictory claims about rule-following, with nationalist framing.
cvxbn4167
Sep 30, 2025
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Combines identity assertion (51st State framing) with a call to action urging defiance against federal leadership through funding withdrawal.
@robertjohnston9023
Mar 4, 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
------> everyone that didn't vote liberal
------> everyone that didn't vote liberal
Appears to be directing blame at Liberal voters, implying they should be held accountable, with an us-vs-them framing.
lynsbin
Sep 10, 2025
Trudeau is being kind. tRump is a stupid, self-centered, vengeful spoiled, immature brat, who wants to punish everyone and anyone who may do as little as disagree with him. He will never apologize or admit …
Trudeau is being kind. tRump is a stupid, self-centered, vengeful spoiled, immature brat, who wants to punish everyone and anyone who may do as little as disagree with him. He will never apologize or admit he is wrong, but he will be cruel and heartless. We need to shame him and Vance and impeach them and all the MAGAs who support them.
Criticizes Trump's character while explicitly calling for shaming, impeachment, and action against him and his supporters.
@donnakuba6473
Mar 4, 2025
keep voting liberal,,,,
keep voting liberal,,,,
Sarcastic urging of voters to continue supporting the Liberal party, functioning as a call to political action.
Call to Action
0.75
CFDoutdoors
Sep 8, 2025
Justin ,you need to turn off the electricity NOW ! Don't coddle the pos president. And by the way, Donald is NOT a smart guy and I won't insult a box of rocks with any …
Justin ,you need to turn off the electricity NOW ! Don't coddle the pos president. And by the way, Donald is NOT a smart guy and I won't insult a box of rocks with any comparisons.
Urges the Canadian leader to take specific action (cut electricity) against the U.S. President, combined with criticism of the president's intelligence.
@robertklouman1321
Mar 4, 2025
The rcmp should audit them self
The rcmp should audit them self
Calls for the RCMP to audit itself, combining a demand for institutional accountability with implicit policy critique.
@gcs9350
Feb 20, 2026
#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
You need to talk to Trump..he represents the American people.
You need to talk to Trump..he represents the American people.
Directs the speaker to engage with Trump as the representative of American interests, implying a specific action or dialogue should occur.
Call to Action
0.75
@TjWoods-j7b
Mar 4, 2025
GOOD SPEECH, BURY THOSE CLOWNS\n\nDONT BUY TESLA - THE ELECTRIC KETTLE - THEY SUCK AS CARS ANYWAY\n\nIF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE
GOOD SPEECH, BURY THOSE CLOWNS\n\nDONT BUY TESLA - THE ELECTRIC KETTLE - THEY SUCK AS CARS ANYWAY\n\nIF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE
Urges support for a speech/position ('BURY THOSE CLOWNS') and frames consumer choices along national/identity lines ('IF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE').
@mieszanesztuki
Mar 4, 2025
Please make more scammer videos you could go to Athens praque Copenhagen and many more those are just down places
Please make more scammer videos you could go to Athens praque Copenhagen and many more those are just down places
Requests the creator produce more content on a specific topic (scammer videos in other cities).
Call to Action
0.75
theninjas-y4s
Jan 27, 2026
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Urges boycott of immigrant-owned businesses while making unsubstantiated claims about food safety and hygiene practices.
canadiansfirst3636
Jan 28, 2026
MAKE THAT MAKE SENSE Thank you to all the airheads who voted for this ????????????
MAKE THAT MAKE SENSE Thank you to all the airheads who voted for this ????????????
Expresses frustration with voters and implicitly calls for different political choices, using dismissive language toward opposing voters.
@suheilysilver3223
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)