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
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
References a specific factual claim about a Nazi in Canadian parliament without evidence, framed as identity/national criticism.
@spaceoddity2485
Mar 4, 2025
Poopjeet💩💩💩💩💩💩💩💩💩💩💩💩
Poopjeet💩💩💩💩💩💩💩💩💩💩💩💩
Derogatory slur targeting Indian immigrants, presented as crude humor but primarily functioning as hateful stereotyping.
aliReza-f2i5l
Jan 29, 2026
Poop eating 😂😂
Poop eating 😂😂
Uses crude ethnic stereotype humor that relies on false cultural tropes.
sapiens6875
Jan 29, 2026
The worst is, timmys get subsidized for each Indian it hires...
The worst is, timmys get subsidized for each Indian it hires...
Makes unsubstantiated claim about employer subsidies tied to hiring immigrants, presenting false economic information.
anndeeraney5401
Jan 29, 2026
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Makes unsubstantiated claims about Khalistan movement intentions and Pakistani support, mixing conspiracy-like assertions with identity framing.
FrankMir1234
Jan 29, 2026
Sing Horton is bought by Indians with black money.
Sing Horton is bought by Indians with black money.
Makes an unsubstantiated conspiracy claim about Indian ownership of Tim Hortons using illicit funds.
MullBatoora-kf6cj
Jan 29, 2026
80% of America voted for this, no more taking advantage of hardworking Americans
80% of America voted for this, no more taking advantage of hardworking Americans
Claims '80% of America voted for this' without evidence, framed within nationalist identity rhetoric about protecting American workers.
@pizza11536
Mar 4, 2025
200 billion American taxpayer dollars to Canada each year? What for? Have Canadians already forgot Trudeau tyranny during covid when he shut down peaceful protests from truck drivers by stealing their Bank accounts?
200 billion American taxpayer dollars to Canada each year? What for? Have Canadians already forgot Trudeau tyranny during covid when he shut down peaceful protests from truck drivers by stealing their Bank accounts?
Makes specific unsourced factual claim about '$200 billion annual US taxpayer dollars to Canada' and references unverified allegations about Trudeau's COVID-era actions.
@kimrice5907
Mar 4, 2025
Alot are trafficking here in canada including corrupt police but they doing it mostly too homeless and disabled
Alot are trafficking here in canada including corrupt police but they doing it mostly too homeless and disabled
Makes unsubstantiated claims about trafficking and police corruption without evidence, combining alarmism with false assertions.
christwoodtree
Jan 29, 2026
Shhh we're not supposed to talk about the college scam....
Shhh we're not supposed to talk about the college scam....
Comment alludes to an alleged 'college scam' without evidence while suggesting suppression of discussion, implying a conspiracy narrative.
neckcuttaxxx1632
Jan 29, 2026
Imported liberal party voters. US tried to do the same during the last administration
Imported liberal party voters. US tried to do the same during the last administration
Makes an unsubstantiated claim that immigrants are deliberately imported to influence voting patterns, suggesting a conspiracy theory.
Unverified Claim
0.75
FA-cm9ef
Jan 28, 2026
“I will go next month” let’s be honest…. No you will not…. You’ll overstay like a lot of them 🙂
“I will go next month” let’s be honest…. No you will not…. You’ll overstay like a lot of them 🙂
Implies immigrants systematically overstay visas without evidence, expressing demographic anxiety through unverified generalization.
josh.r.k
Jan 28, 2026
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
References a conspiracy theory ('klageri plan') and expresses unfounded fear of retaliation against the video creator.
WallahWallah271
Jan 28, 2026
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Makes unsubstantiated claim about immigrants' wealth relative to homeless Canadians, framed as economic and political grievance.
jack.bquick557
Dec 26, 2025
Iv seen multiple fake colleges in the gta
Iv seen multiple fake colleges in the gta
Claims about fake colleges are presented as fact without evidence, characteristic of misinformation, though could relate to policy concerns.
oouziii4679
Jan 28, 2026
Canada is a communist nation with a falling IQ and a weak psychology.....there that is it in a nutshell.
Canada is a communist nation with a falling IQ and a weak psychology.....there that is it in a nutshell.
Makes sweeping unsubstantiated claims about Canada's political system and population characteristics without evidence.
@Canadiancromagnon
Mar 4, 2025
It is very simple. Trump loyalty is with Putin not any of our allies?
It is very simple. Trump loyalty is with Putin not any of our allies?
Makes a specific factual assertion about Trump's loyalty allegiances without supporting evidence.
Unverified Claim
0.75
@annyacosta1
Mar 4, 2025
Guess they were sending fentanyl
Guess they were sending fentanyl
Makes a specific factual assertion about fentanyl smuggling without evidence, presented as an explanation for border tensions.
Unverified Claim
0.75
@JohnSouthern-m5b
Mar 4, 2025
Coming from a man who gave two standing ovations in the canadian parliament to a nazi SS ukrainian soldier in ww2 for his service committing atrocity. Disgusting .
Coming from a man who gave two standing ovations in the canadian parliament to a nazi SS ukrainian soldier in ww2 for his service committing atrocity. Disgusting .
References a specific historical incident (standing ovation to Nazi soldier) presented as fact to delegitimize a political figure's credibility.
@damonkemp2032
Mar 4, 2025
The term "Racism" doesn't exist anymore.
The term "Racism" doesn't exist anymore.
Demonstrably false claim that racism no longer exists, contradicted by extensive evidence and social reality.
Unverified Claim
0.75
BasedMisatoSpeaks1488
Jan 28, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)