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
Indians dont pay taxes?
Indians dont pay taxes?
Phrased as a question but functions as an unverified claim implying Indians don't pay taxes.
raispeakseasy
Nov 16, 2025
When will Justinder Singh and Hugmeet Singh sent
When will Justinder Singh and Hugmeet Singh sent
Incomplete statement appears to make an unsubstantiated claim about specific individuals without evidence.
Unverified Claim
0.70
Arander-c8e
Dec 25, 2025
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Makes an unsubstantiated conspiracy claim comparing Trump to a fictional foreign agent, implying hidden control.
@robertspivey4631
Mar 4, 2025
Follow the money... Somalia Scam 2.0
Follow the money... Somalia Scam 2.0
Vague conspiracy theory reference ('Follow the money... Somalia Scam 2.0') suggesting fraudulent immigration schemes without evidence.
Unbiased-z8f
Jan 29, 2026
He gives no Fs about fentanyl he wants your land gonna squeeze you in hopes that you will join the US and if you like Healthcare I would say dont do it no matter what
He gives no Fs about fentanyl he wants your land gonna squeeze you in hopes that you will join the US and if you like Healthcare I would say dont do it no matter what
Makes a conspiracy-like claim that Trudeau wants Canadian land and is pushing annexation, presented without evidence.
@npg117
Mar 4, 2025
Welcome to Revelation chapter 18 . Buckle UP!
Welcome to Revelation chapter 18 . Buckle UP!
Makes an apocalyptic/conspiratorial claim referencing biblical prophecy without substantive evidence or explanation.
Unverified Claim
0.70
@cereid85cr
Mar 4, 2025
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
Challenges a claim about Punjab's freedom of speech with dismissive language, suggesting the video contains false information.
hrithikchaudhary2331
Jan 28, 2026
7:37 no they are draining it
7:37 no they are draining it
Makes a specific factual assertion ('they are draining it') without evidence, referencing a video timestamp.
Unverified Claim
0.70
kendalarley2277
Jan 27, 2026
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
Makes an unsubstantiated factual claim about someone's mental fitness without evidence, presented as definitive fact.
Unverified Claim
0.70
@edwardbaker192
Mar 5, 2025
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed …
Dumb Drumpf! So obsessed with fentanyl as an excuse for imposing tariffs on Canada -then tell me why did he release the America's kingpin from jail after serving less than 10 years after being handed down a sentence of 80 years! Max Butler was a master at drug dealings of any kind you could imagine making 1.2 billion dollars including 4-5 murders. This was cyber crime in the dark web used as a tool to commit these crimes which had eluded authorities. How many other people had died because of him. Now he's free!
Makes specific factual claims about a released criminal (Max Butler) without verification, using it to critique Trump's drug policy rhetoric.
@alharmonica546
Mar 4, 2025
Donald youve just givin up on your friends here in Canada and likely the EU after their tarifs come in April. I hope your alliance with Putin is worth it because if you keep going …
Donald youve just givin up on your friends here in Canada and likely the EU after their tarifs come in April. I hope your alliance with Putin is worth it because if you keep going on like this, he'll be your only friend
Makes unsubstantiated claims about Trump abandoning allies and forming alliances with Putin without evidence.
@pkraatz36
Mar 4, 2025
Are you sure that Putin are not pay millions to Trump ? I'm not sure
Are you sure that Putin are not pay millions to Trump ? I'm not sure
Presents an unsubstantiated factual claim (Putin paying Trump millions) framed as a question to express doubt.
@gianluigirupel7957
Mar 5, 2025
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has …
American here. It's obvious Trump is a traitor and a Russian agent who is following orders from Putin to dismantle the US government, and destabilize/destroy all Western alliances. It shouldn't be a surprise: Trump has had dealings with Russian oligarchs for the past 40 years. Trump is a clear and present danger to the US, the West, and the world. He will probably be the cause of World War 3 since he has put the US on the side of Russia - which destabilizes the entire world order.
Makes specific unsubstantiated claims about Trump being a Russian agent and traitor, combined with apocalyptic threat language about World War 3.
@ets5697
Mar 4, 2025
They are HUGE fraudsters here
They are HUGE fraudsters here
Makes a sweeping, unsubstantiated claim about fraud targeting a specific ethnic group without evidence or context.
ivorypoacherplays
Jan 28, 2026
That blue statue is that of Shiva Hindoos worship the ling (d! Ck) of shiva with hindu women and men massaging it with milk and honey during worship.
That blue statue is that of Shiva
Hindoos worship the ling (d! Ck) of shiva with hindu women and men massaging it with milk and honey during worship.
Provides crude, misleading religious commentary designed to mock Hindu worship practices with vulgar mischaracterization.
Unverified Claim
0.70
sounakbanerjee1892
Jan 27, 2026
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
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Suggests the video provided actionable intelligence to immigration enforcement (I.C.E), implying conspiracy or fabricated connection.
JosephCapo-m5h
Jan 28, 2026
Working cash jobs through agency
Working cash jobs through agency
Makes a specific factual assertion about immigrants working cash jobs through agencies without supporting evidence.
Unverified Claim
0.70
bishowtamu9659
Oct 3, 2025
How many of them are actually from India and not Pakistan or Bangladesh? 🙄
How many of them are actually from India and not Pakistan or Bangladesh? 🙄
Questions the national origin of immigrants with skeptical tone, implying misrepresentation or conflation of South Asian nationalities.
Saddam-m6x5w
Jan 28, 2026
Your lies do not make sense. Ukraine is looking for volunteers for the Russian front. We are not at Canada's mercy. Trump is not Biden.
Your lies do not make sense. Ukraine is looking for volunteers for the Russian front. We are not at Canada's mercy. Trump is not Biden.
Makes multiple unsubstantiated claims about Ukraine recruitment and dismisses Canadian leverage without evidence.
@davidhayes7596
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)