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
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
Makes specific factual claims about Indian immigration demographics and government visa selection without evidence, mixed with sarcastic tone.
yogeshbhatt9126
Aug 25, 2025
? sorry but this is fake news we are not divided
? sorry but this is fake news we are not divided
Dismisses the video as 'fake news' and makes a blanket false claim about national division without evidence.
Unverified Claim
0.70
MarisB-o1w
Feb 13, 2026
5:42 so they harboring grapist???
5:42 so they harboring grapist???
Makes an accusatory claim about harboring criminals based on a video timestamp, likely a false or unsubstantiated allegation.
pistowp
Jan 28, 2026
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Makes specific unverified spending claims (70 billion, 20 billion) presented as fact without evidence, framed as 'invasion.'
speediesthesquirrel
Aug 25, 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
MAGA Russian puppets
MAGA Russian puppets
Unsubstantiated accusation linking Trump supporters to Russia without evidence.
@scottishtwin8809
Mar 4, 2025
Bcoz god and criminals are friends and both do crimes with help of each other
Bcoz god and criminals are friends and both do crimes with help of each other
Cryptic statement making unfounded claims linking religious/moral concepts to criminal activity without clear context.
Unverified Claim
0.70
rohit2432g
Feb 10, 2026
Tim Hortons is all about Visa business
Tim Hortons is all about Visa business
The claim that Tim Hortons operates primarily as a visa business is an unsubstantiated conspiracy-like assertion without supporting evidence.
CTRLEverythinggg
Feb 8, 2026
Driving is bad because they are scamming people with insurance fraud.
Driving is bad because they are scamming people with insurance fraud.
Makes a sweeping, unsubstantiated claim linking a group to insurance fraud without evidence.
1211.
Feb 5, 2026
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
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
Yeah, Russia fault?.
Yeah, Russia fault?.
Presents a rhetorical question implying Russia is responsible for something, without evidence or context.
Unverified Claim
0.70
@alexandersokolov6376
Mar 4, 2025
100% tariffs on Teslas from US and 0% from China.
100% tariffs on Teslas from US and 0% from China.
Presents a specific factual claim about tariff rates without evidence or context.
Unverified Claim
0.70
@Tuga75-p2b
Mar 4, 2025
Thanks Chump! ? \nChump is a Russian asset!
Thanks Chump! ? \nChump is a Russian asset!
Makes an unsubstantiated claim that Trump is a Russian asset, presented with sarcastic tone.
@SethKettlebell
Mar 4, 2025
Trudeau lied, he said Trump is smart.
Trudeau lied, he said Trump is smart.
Makes a specific factual claim (Trudeau said Trump is smart) presented without evidence, framed as a contradiction.
Unverified Claim
0.70
@tommysnello
Mar 4, 2025
I believe that he is seeking vengeance for his failed Canadian hotels, one in Vancouver and one in Toronto at least. such a small minded person, unable to take a world view, its all about …
I believe that he is seeking vengeance for his failed Canadian hotels, one in Vancouver and one in Toronto at least. such a small minded person, unable to take a world view, its all about him and how things affect him personally.
Commenter asserts a specific factual claim (Trump's failed Canadian hotels motivated his tariffs) without evidence, framed as personal vendetta.
@jenniferstreetcounselling6362
Mar 4, 2025
Yes it doesn’t make sense , Putin suport and against allies
Yes it doesn’t make sense , Putin suport and against allies
Asserts without evidence that a political figure supports Putin and opposes allies, a conspiracy-adjacent claim.
@davidgg8462
Mar 4, 2025
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
Presents unsubstantiated claim about Trump's personal motivations and alleged plan to hand over the USA.
@rockylucero937
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
Could the unthinkable be true? Trump is on Putin's payroll?
Could the unthinkable be true? Trump is on Putin's payroll?
Presents a specific factual claim (Trump on Putin's payroll) framed as a question, but the claim itself is unverified conspiracy-adjacent assertion.
@stevet6676
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)