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
Unverified Claim
3,221 comments
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
Makes unsubstantiated claims about deliberate sabotage and includes personal attacks with sarcastic tone, blending conspiracy and mockery.
frankinstein9509
Feb 27, 2026
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Makes specific factual claims about government spending and media coverage without evidence.
blobtv7444
Aug 27, 2025
canada goverment wants this to happen
canada goverment wants this to happen
Makes an unsubstantiated claim that the Canadian government intentionally caused immigration issues without providing evidence.
ShitboxNation
Jan 27, 2026
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Makes a specific factual claim that Trump's actions prioritize Russia over America without providing evidence, suggesting hidden allegiances.
@rrw-qk1xk
Mar 4, 2025
More fentanyl comes from china than anywhere else
More fentanyl comes from china than anywhere else
Asserts a specific factual claim about fentanyl sources without providing supporting evidence.
Unverified Claim
0.70
@ZoeFluidArt
Mar 4, 2025
Canada joining the EU will be amazing. ??
Canada joining the EU will be amazing. ??
Makes a factual assertion ('Canada joining the EU') that is geopolitically implausible and presented without evidence or context.
Unverified Claim
0.70
@grish1u927
Mar 4, 2025
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Makes an unsubstantiated claim that 'there is NO going back now' and references Trump's immigration enforcement without evidence, comparing approaches across countries.
Antidotetocrackthecode
Sep 9, 2025
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Makes an unsubstantiated claim about what 'old stock Indians' would support regarding mass deportations without evidence.
ericyuan9718
Sep 19, 2025
Trump will shut down the tariffs, and call it a success.
Trump will shut down the tariffs, and call it a success.
Speculative prediction about Trump's tariff strategy presented as factual assertion without evidence.
Unverified Claim
0.70
@jamesnini8475
Mar 4, 2025
OMG THE ONLY MORONS THAT DO NOT KNOW ABOUT THE SCAM ARE CANADIAN POLITICIANS.
OMG THE ONLY MORONS THAT DO NOT KNOW ABOUT THE SCAM ARE CANADIAN POLITICIANS.
Makes an unsubstantiated claim that politicians are unaware of an unnamed 'scam' without providing evidence.
tillyburton5402
Dec 24, 2025
Trump doesn’t represent me. I did not vote for him and it seems like they used underhanded voter suppression tactics to get him elected. He is a fraud, a bully, and a traitor.
Trump doesn’t represent me. I did not vote for him and it seems like they used underhanded voter suppression tactics to get him elected. He is a fraud, a bully, and a traitor.
Makes unsubstantiated claims about 'underhanded voter suppression tactics' while asserting non-identification with Trump.
@Pistachio_mini_hotdog
Mar 4, 2025
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He ifs a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He ifs a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab
Makes unsubstantiated claims about Trudeau's character and alleged connections to Klaus Schwab without evidence.
@AstarteDevi
Mar 4, 2025
US supporting the red commies is unheard of
US supporting the red commies is unheard of
Makes an unsubstantiated claim about US support for communism without evidence, framed as alarming.
@andy-ht4ts
Mar 4, 2025
promoted because he dresses as a women- people with bad hearing cannot serve
promoted because he dresses as a women- people with bad hearing cannot serve
Makes unsubstantiated claims about someone's qualifications based on appearance and hearing ability.
@leminpudding6512
Mar 4, 2025
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Makes a specific factual claim about illegal Indian immigration in Canada without providing evidence or context.
Unverified Claim
0.70
santigodelaTorre
Jan 27, 2026
Throw out your Russian stooges. They are stealing your country for Putin.
Throw out your Russian stooges. They are stealing your country for Putin.
Makes unsubstantiated claim about Russian agents stealing the country, framed as a conspiracy theory without evidence.
@cameronbrown575
Mar 4, 2025
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA...
STOP SENSATIONALIZING and turning people against us
Asserts unsubstantiated claims about Indian immigrants' financial contributions and non-compliance rates, while urging against sensationalism.
Mandeep_D
Sep 27, 2025
Ok but all your Canadian citizens hate you lol
Ok but all your Canadian citizens hate you lol
Makes a sweeping factual claim ('all your Canadian citizens hate you') without evidence, presented as established fact.
@The_Emotionals
Mar 4, 2025
TRUMP, the Russian guy till the 1srt January 1987 when he went to Moscow, invited by Russians guys.
TRUMP, the Russian guy till the 1srt January 1987 when he went to Moscow, invited by Russians guys.
Makes specific factual claims about Trump's past (Moscow visit in 1987, Russian connections) presented without evidence.
Unverified Claim
0.70
@fofofullero
Mar 4, 2025
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
Makes an unsubstantiated claim about media funding ('yearly payouts for propagandist media') without evidence while critiquing government spending.
alweedo8377
Dec 30, 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)