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
As usual media is lying. I haven't met a single person who does not want less / no immigration.
As usual media is lying. I haven't met a single person who does not want less / no immigration.
Makes a sweeping, unverifiable claim that media is lying and that no one supports immigration, while also critiquing media credibility.
Mordenperson
Feb 11, 2026
it doesnt matter if its 0% fentanyl flowing through from your country. Donald will repeat his lies anyway and his followers will believe him.
it doesnt matter if its 0% fentanyl flowing through from your country. Donald will repeat his lies anyway and his followers will believe him.
Asserts that Trump will repeat lies regardless of evidence (0% fentanyl claim), presenting this as a factual claim about his behavior.
@comedynightsinging521
Mar 5, 2025
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India.
They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government.
This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists.
The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations.
You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Primarily asserts unverified conspiracy claims about a '2030 agenda' to 'flood the White Christian Western world' and implement 'digital identification systems,' though it also contains policy critique and moral framing.
YESHUAisTheONLYTruthWayLife
Oct 12, 2025
Australia is the same, you should look at the port Arthur shooting as some People think the government did it to implement gun laws
Australia is the same, you should look at the port Arthur shooting as some People think the government did it to implement gun laws
Compares Canada to Australia while promoting a conspiracy theory about Port Arthur shooting and gun control.
CharlieK1776
Jan 27, 2026
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
Makes an unsubstantiated claim that the US President should be in federal prison, presented as factual assertion.
@MS-wb5mf
Mar 5, 2025
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
Makes unverified claims about Indian government warnings regarding illegal migration and extremism without credible evidence.
kleejensen8684
Jan 27, 2026
I'm ashamed for my American friends. Hats off to Russia 's intelligence services for managing to get an asset at the top of the American political system. West -Russia 0-1
I'm ashamed for my American friends. Hats off to Russia 's intelligence services for managing to get an asset at the top of the American political system. West -Russia 0-1
Makes unverified conspiracy claim that Russia placed an asset in US government leadership.
@bm8641
Mar 4, 2025
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Yah and we know that they aren't going to leave 😂
This govt supports and funds crime.
Makes unsubstantiated claims that immigrants won't leave and that government supports/funds crime without evidence.
snowguy471
Jan 15, 2026
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
Presents unsubstantiated conspiracy theory linking Russia alignment to US territorial ambitions without evidence.
@LatinSlav
Mar 4, 2025
student visa = uber eats driver pass = financing car = leaving and not paying anything = jalandar citizen
student visa = uber eats driver pass = financing car = leaving and not paying anything = jalandar citizen
Makes a specific factual claim about student visa holders becoming gig workers, financing cars, and leaving without payment—presented as established fact without evidence.
JayMeZe
Oct 21, 2025
President Musk is pulling the strings of Dirty Donald
President Musk is pulling the strings of Dirty Donald
Makes an unsubstantiated factual claim about political manipulation without evidence.
@cliffmanty4113
Mar 4, 2025
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Makes unsubstantiated claims linking immigration policy to drug problems without evidence.
@jasonthecontractor9470
Mar 4, 2025
90% of Americans do not want this we weep for what is being done. ?????
90% of Americans do not want this we weep for what is being done. ?????
Presents an unsubstantiated statistic ('90% of Americans') combined with expressions of distress about policy consequences.
@LeighLong-z1o
Mar 4, 2025
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Presents anecdotal hearsay as evidence of ethnic nepotism without verification, combined with ethnic stereotyping.
zal1389
Oct 9, 2025
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
Makes a specific conspiratorial claim about Republican coordination with Russia to destroy the US without evidence.
@W45Jasper
Mar 4, 2025
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Presents unsubstantiated claims about Trump's motivations and alleged desire to become a dictator without evidence.
@SallyBalfort
Mar 4, 2025
Mark carney makes money by human smuggling and fentanyl!!
Mark carney makes money by human smuggling and fentanyl!!
Makes unsubstantiated conspiracy claim linking a named political figure to human smuggling and drug trafficking.
Mrknowall_re
Feb 3, 2026
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Makes a specific factual claim about Liberals deliberately adding foreign voters without evidence, framed as partisan identity assertion.
dsmtsi
Jan 14, 2026
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big …
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big about US. My dear fellow Canadians kick this man out of office if you want peace peace in your life
Makes unsubstantiated accusations of terrorism and calls for removal from office based on unsupported claims.
@pankajbharali94
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
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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)