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
Follow the $ MONEY ! !
Follow the $ MONEY ! !
Vague conspiratorial insinuation about hidden financial motives without substantive evidence, suggesting corruption.
@johnemorrison-kj3ox
Feb 21, 2026
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
The cops. Are. Corrupt
The government's been committing. TREASON...
🤬🙈⚖️💵🕳️
Makes inflammatory accusations of government treason and police corruption without evidence, using symbolic language.
@Laura-he4ds
Feb 19, 2026
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Speculates about media suppression and institutional cover-ups without evidence, suggesting conspiratorial thinking.
@emporergrimes
Feb 19, 2026
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work for Indian trucking companies that paid them as contractors so the company pays them as contractors and it's up to that employee whether or not they file their taxes while they can't even they don't even have a social insurance number
Makes unsubstantiated claims about Indian immigrants overstaying visas and tax evasion, presenting speculation as fact without evidence.
@bergenjohan1920
Feb 19, 2026
Rcmp is complicit in these crimes.
Rcmp is complicit in these crimes.
Makes an unsubstantiated claim about RCMP complicity in crimes without evidence, suggesting a conspiracy.
@mitchyagel
Feb 19, 2026
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Makes unsubstantiated claims about immigrant education levels and welfare dependency, then adds partisan conspiracy theory about Liberal voting incentives.
joeking7404
Feb 18, 2026
Will get fast tracked for Cana citizenship...
Will get fast tracked for Cana citizenship...
Unsubstantiated claim about expedited citizenship processing for specific groups.
sparklessconnectionselectrical
Feb 18, 2026
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
References unsubstantiated conspiracy claim about '$45 tril stolen by leaders,' presenting fabricated statistics as fact.
ShivanMahadeo
Feb 18, 2026
The main stream media let's it go unnoticed,
The main stream media let's it go unnoticed,
Suggests mainstream media is deliberately concealing information, a common conspiracy framing without evidence.
snakinsam7222
Feb 18, 2026
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his …
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his 3% profit sharing as former director. Totally compromised PM profiting off the backs of Canadians. This woke WEF globalist is continuing to destroy Canada with each annoucement.
Makes unsubstantiated conspiracy claims about WEF influence, government corruption, and profit-sharing schemes without evidence.
wallybartfay56
Feb 17, 2026
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, …
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, look up the prime minister of india calling out the canadian government for welcoming all their criminals into our country. This wont stop when you vote for this to happen🤦🏼♂️
Makes unverified claims about Trudeau welcoming terrorists and references disputed Indian PM statements to mobilize against liberal voters.
johndavid1597
Feb 18, 2026
Canada sheltered Ukrainian SS criminals and much more and now they are surprised that Canada has criminals 😂
Canada sheltered Ukrainian SS criminals and much more and now they are surprised that Canada has criminals 😂
Makes a historically contentious claim about Ukrainian SS criminals in Canada (a conspiracy-adjacent assertion) paired with sarcastic emoji commentary.
viscoreviscore2417
Feb 18, 2026
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
Makes unsubstantiated claims about mass migration from Punjab and lax enforcement, presenting anecdotal observations as systemic evidence.
riturajsingh-q2y
Feb 18, 2026
The New World Order
The New World Order
Vague reference to 'New World Order' conspiracy theory without substantive engagement with immigration policy.
Unverified Claim
0.75
bc5001
Feb 17, 2026
still goes on because the liberal elites have gated communities
still goes on because the liberal elites have gated communities
Asserts a conspiracy theory that elites use gated communities to avoid immigration consequences without evidence.
subdawg1331
Feb 17, 2026
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government certainly has ten times that money But they will use our money our pensions to bury this once great country
Asserts unsubstantiated conspiracy that government was 'bought' by unnamed powerful interests to deliberately harm Canada.
jerryniagara3501
Feb 17, 2026
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Incoherent conspiracy claim about politicians using immigrants for voting purposes, with garbled text suggesting unsubstantiated political manipulation.
montahakarbarani948
Feb 17, 2026
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Makes conspiratorial claims about media representation and racial demographics without evidence, combining unfounded accusations with alarmist framing.
jan4802
Feb 17, 2026
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
Presents vague conspiracy theory framing immigration as an intentional 'experiment' without evidence.
likwidmocean
Feb 17, 2026
The intentional destruction a controlled decline began with Trudeau continues with Carney
The intentional destruction a controlled decline began with Trudeau continues with Carney
Makes unsubstantiated claim of intentional destruction and controlled decline by named officials.
phillip4742
Feb 17, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)