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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Unverified Claim
3,221 comments
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
Makes a sweeping factual claim about immigrants working in specific retail/service sectors without evidence, presented as observation.
angeloaquinovlog1754
Sep 28, 2025
This is all apart of the agenda
This is all apart of the agenda
Asserts a vague conspiracy theory ('agenda') without providing evidence or specifics.
Unverified Claim
0.72
@TRUTHabouttheagenda2024
Mar 4, 2025
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
Asserts that fentanyl is merely an excuse for tariffs without evidence, while critiquing Trump's motives.
@Lovechinesefood2025
Mar 4, 2025
Yall, they ain’t trumps friends, how do you still not get this???? Trump is allied with Putin, Trump is friends with Putin.
Yall, they ain’t trumps friends, how do you still not get this???? Trump is allied with Putin, Trump is friends with Putin.
Makes specific factual claims about political alliances (Trump-Putin friendship) presented without evidence.
@geleanora1
Mar 4, 2025
Lemme guess, the felon will bribe the farmers again just like he did during his first term.
Lemme guess, the felon will bribe the farmers again just like he did during his first term.
Makes a specific factual assertion ('the felon will bribe the farmers') presented without evidence as a prediction.
@mannym1171
Mar 4, 2025
We are with you Trudeau! America is being hijacked by our oligarchy and they are obviously targeting your country for resources to take willingly or unwillingly
We are with you Trudeau! America is being hijacked by our oligarchy and they are obviously targeting your country for resources to take willingly or unwillingly
Expresses support for Trudeau while making an unsubstantiated claim about American oligarchy targeting Canada for resources.
@ParagonShepard
Mar 4, 2025
Seeing it clearly now, Trump is doing this to kneecap canadian businesses so american billionaires can come in and buy them which in a recession economy will be super easy
Seeing it clearly now, Trump is doing this to kneecap canadian businesses so american billionaires can come in and buy them which in a recession economy will be super easy
Presents a conspiracy theory about Trump's motives to deliberately harm Canadian businesses without evidence.
@adampaterson8384
Mar 4, 2025
I hate every culture has a under 18 it’s gross
I hate every culture has a under 18 it’s gross
Vague, inflammatory claim about cultural groups and minors that appears to be a fabricated or exaggerated generalization without evidence.
pophome969
Jan 28, 2026
New world order baby hahaha fn enjoy
New world order baby hahaha fn enjoy
References conspiracy theory ('new world order') with sarcastic tone, blending unsubstantiated claim with satirical delivery.
dennismatthews8570
Aug 25, 2025
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads up on projects (413 highway) before the public knows so Italians can buy up all the land. Check out the companies that received funding from the Skills and Development fund. Mostly Italian companies and donors to his government.
It's also ironic, because this government lobbied for more and more immigrants and opened up scam colleges to bring immigrants in and exploit them for low wages.
But na, let's ignore all that and blame immigrants for everyone's problems.
Presents conspiracy-theory-like allegations about Italian government capture and corruption without evidence, though framed as policy critique.
Dholi1
Mar 1, 2026
Maybe Trump is a russian spy as a Trump double.. he supports Russia and goes against all historic friends.. or he is a fkn genius .
Maybe Trump is a russian spy as a Trump double.. he supports Russia and goes against all historic friends.. or he is a fkn genius .
Presents unsubstantiated conspiracy theory about Trump being a Russian spy, with sarcastic hedging ('or he is a fkn genius') suggesting satirical intent.
@gus1252
Mar 4, 2025
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Makes unsubstantiated claims that 'all' are scammers and scattered throughout Canada without evidence.
joehustler7277
Sep 29, 2025
Trump is Putins greatest creation ! Trump supporters how do you still pretend he stands for MAKE AMERICA GREAT. we look weak, stupid and risky investment !
Trump is Putins greatest creation ! Trump supporters how do you still pretend he stands for MAKE AMERICA GREAT. we look weak, stupid and risky investment !
Unsubstantiated claim that Trump is Putin's creation, combined with moral critique of Trump supporters.
@knightwarffxi5252
Mar 4, 2025
Trump is trying to justify invading Canada. Putin is teaching him.
Trump is trying to justify invading Canada. Putin is teaching him.
Makes a specific factual claim about Trump's invasion intentions and Putin's influence without evidence, presented as fact.
@shaunnashandro
Mar 4, 2025
Dick dump Putin puppet total asshole who cannot run anything but his depends mouth GOP has NEVER been worth a shit CROOKS
Dick dump Putin puppet total asshole who cannot run anything but his depends mouth GOP has NEVER been worth a shit CROOKS
Makes unsubstantiated claims about Trump being a Putin puppet and the GOP being corrupt, framed as moral condemnation.
@thomasbogenschutz4180
Mar 4, 2025
Welcome to the Idiot's War... Word War Idiot... Whatever we call it, Putin has something on Trump... Whatever it is, it's gotta be something that even his legion of devout followers would be ashamed of... …
Welcome to the Idiot's War... Word War Idiot... Whatever we call it, Putin has something on Trump... Whatever it is, it's gotta be something that even his legion of devout followers would be ashamed of... What could do that?
Makes unsubstantiated claims about Putin having compromising information on Trump without evidence.
@mrspaceman2764
Mar 4, 2025
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Makes a vague, unsubstantiated claim about arrest for 'being honest' with sarcastic tone, likely referencing a conspiracy theory or false narrative.
Craig-777
Jan 29, 2026
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when …
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when he got arrested, his bag had 3 bundles of rope, 2 carving knives, and 2 rolls of duck tape. Make sure people learn the actual truth, this surface level journalism always leaves these questions unanswered. I will tell you the answer, and it is a Yes!
Presents specific anecdotal evidence of a crime and makes unsubstantiated claims about media cover-ups and systemic patterns without evidence.
azurespectrum1985
Jan 27, 2026
Trump has got to be in deep with Russia. This makes no sense except to please our adversaries.
Trump has got to be in deep with Russia. This makes no sense except to please our adversaries.
Makes an unsubstantiated claim about Trump's relationship with Russia without evidence.
@spaceshantynow1851
Mar 4, 2025
We got a dictator here too and the biggest lair in Canadian history
We got a dictator here too and the biggest lair in Canadian history
Makes inflammatory unsubstantiated claims calling Canadian leadership a 'dictator' and 'liar' without evidence.
@NicholasPittman-n4k
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)