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
Trudeau is a moron that is desperate to cause a crisis whether it be World War III in Europe or a massive trade war against the US just so he has an excuse to suspend …
Trudeau is a moron that is desperate to cause a crisis whether it be World War III in Europe or a massive trade war against the US just so he has an excuse to suspend democracy and keep the liberal party and power by getting rid of those pesky elections
Makes specific factual claims about Trudeau's motivations and alleged conspiracy to suspend democracy without evidence.
@5857521ManitobaInc
Mar 4, 2025
better believe they will commit fraud ~ they have no shame
better believe they will commit fraud ~ they have no shame
Makes a specific factual assertion ('they will commit fraud') without evidence, combined with a threat-based framing.
tonisylviamallette1601
Oct 21, 2025
Trump mentioned before that integrating Canada into a part of US and it seems the plan didn't work so it might be normal to see worse tariff for Canada in the future
Trump mentioned before that integrating Canada into a part of US and it seems the plan didn't work so it might be normal to see worse tariff for Canada in the future
Presents an unsubstantiated claim about Trump's alleged plan to integrate Canada into the US and predicts future tariffs based on this assertion.
@ag-52
Mar 5, 2025
It’s time Canada calls in the 400 billion marker it owns on USA debt. Maybe save it for later, maybe coordinate with China to call in their own 1 trillion marker. Now that will hurt- …
It’s time Canada calls in the 400 billion marker it owns on USA debt. Maybe save it for later, maybe coordinate with China to call in their own 1 trillion marker. Now that will hurt- and I don’t think/ hope it’ll get there. But, if it comes to it…….?
Presents specific unsubstantiated claims about debt figures and geopolitical leverage without evidence, framed as hypothetical economic threat.
@drcarlsberg3658
Mar 4, 2025
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Presents specific fabricated statistics (20,000 absences, fake letters) and demands mass expulsion based on nationality.
bff1586
Oct 23, 2025
Trump is putins puppet
Trump is putins puppet
Makes a specific factual claim about Trump's relationship to Putin without supporting evidence.
Unverified Claim
0.75
@Linda-l6z8r
Mar 4, 2025
Trudeau allowed millions of Indians in and fast tracked them
Trudeau allowed millions of Indians in and fast tracked them
Makes a specific factual claim about Trudeau fast-tracking Indian immigration without evidence, presented as an assertion of fact.
mrbobo86
Jan 19, 2026
0:32 Trump is a Russian asset kind of makes sense to me, Putin's manchurian candidate or rather Moscow candidate
0:32 Trump is a Russian asset kind of makes sense to me, Putin's manchurian candidate or rather Moscow candidate
Makes an unsubstantiated claim that Trump is a Russian asset/Putin's candidate without evidence.
@jizziejustin
Mar 4, 2025
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Makes specific numerical claims about future Canadian population and immigration without evidence, expressing demographic anxiety.
OD22A
Dec 25, 2025
Go to any grocery store in gta, no customers speak english
Go to any grocery store in gta, no customers speak english
Makes a specific factual claim about language use in GTA grocery stores without evidence, implying demographic change concerns.
LuminousState
Dec 24, 2025
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
Makes a causal chain assertion (Americans fleeing → illegal migration uptick → deportation uptick) presented without evidence or sources.
pabloottawa
Dec 27, 2025
This clown was sending safe garbage in the Philippines those trash were hazardous mr Duterte's told him to get them back to Canadian soil the trash is back in Canada
This clown was sending safe garbage in the Philippines those trash were hazardous mr Duterte's told him to get them back to Canadian soil the trash is back in Canada
References a specific incident about hazardous waste shipment presented as fact without evidence, though details are vague and potentially fabricated.
@kidmanila2160
Mar 4, 2025
Is Trump a Russian agent?
Is Trump a Russian agent?
Presents a specific factual claim (Trump being a Russian agent) without evidence, though phrased as a question.
Unverified Claim
0.75
@Qstastron
Mar 4, 2025
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
Makes a specific factual claim about Trump's intentions and alleged secret agreement with Putin without evidence, presented as conspiracy theory.
@JavierComitre-ql4yr
Mar 4, 2025
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is …
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is not the same country it was a month and a half ago
Makes an unsubstantiated claim that 'we are all allied with Russia' and that Trump orchestrated this, presented as fact without evidence.
@aronkormout9014
Mar 4, 2025
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
No one in India eat cow poop that's old man is lier thats the only one person in village of gaumatipura in the video of cow poop festival
Disputes a specific factual claim about cow dung consumption practices with a counter-claim about a single village incident.
Unverified Claim
0.75
DeepakKumar-tp5sz
Jan 27, 2026
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Trump is breaking his own trade deal his administration previously negotiated! Someone is on the Russian payroll here and it’s pretty obvious who!
Makes specific factual claim about Trump breaking trade deals and unsubstantiated allegation about Russian payroll without evidence.
@PhilLevesque-g6u
Mar 4, 2025
18K peeps deported?! That's not even half of the actual - that is a joke
18K peeps deported?! That's not even half of the actual - that is a joke
Asserts that 18K deportations are insufficient and implies hidden actual numbers without evidence, combined with criticism of government action.
BocaAtractivo82
Dec 24, 2025
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
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
??? Canada is hurting ..De dollarisation script in play..US doesn’t have extra money at all
Makes unsubstantiated claims about de-dollarization and U.S. financial capacity without evidence.
@AshishBagade-hv4el
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)