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
Trump is claiming that it's illegal for any Americans to protest him and Elon.
Trump is claiming that it's illegal for any Americans to protest him and Elon.
Makes a specific factual claim about Trump's statements regarding protest rights without evidence or context.
Unverified Claim
0.75
@TheNewsGaru
Mar 4, 2025
Trump is doing precisley what Putin has ordered him to do: create as much chaos and division among western democracies as he can.
Trump is doing precisley what Putin has ordered him to do: create as much chaos and division among western democracies as he can.
Presents a specific conspiratorial claim about Trump following Putin's orders without evidence, framed as established fact.
@garyplunkett3246
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
Don't forget, Trump is Putins friend for long. He follows Putins advice.
Don't forget, Trump is Putins friend for long. He follows Putins advice.
Asserts Trump follows Putin's advice without evidence, presenting a specific factual claim about political influence.
@andreachristiansen7135
Mar 4, 2025
Ik they like to do a lot of fraud
Ik they like to do a lot of fraud
Makes a sweeping, unsubstantiated claim about fraudulent behavior attributed to a group, combining false generalization with identity-based targeting.
Yourhfulpenis
Jan 27, 2026
It appears like Trump is working FOR Russia. His stupid actions are doing nothing but weakening this country.
It appears like Trump is working FOR Russia. His stupid actions are doing nothing but weakening this country.
Makes an unsubstantiated claim that Trump works for Russia, framed as a security threat to the country.
@mbaker8492
Mar 4, 2025
@pwilla I can't do shit lol Now keep crying bot bloddy pjeet my channelbio is yho reply forever 😂 Your mom and you just got greped and ahh frooked pjeet 😂😂sure yho can't read english …
@pwilla I can't do shit lol Now keep crying bot bloddy pjeet my channelbio is yho reply forever 😂
Your mom and you just got greped and ahh frooked pjeet 😂😂sure yho can't read english it sounds urdu to him😂
Incoherent abusive content with ethnic slurs and fabricated accusations, characteristic of misinformation and hate speech.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
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
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Makes unsubstantiated conspiracy claim equating the USA with Russia and alleging a political figure is a foreign agent.
@st_zeno9489
Mar 5, 2025
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Asserts unsubstantiated conspiracy claim about a data-collection scam, with self-aware irony about conspiracy theorist label.
monicaamsterdam7427
Feb 26, 2026
Open borders still exist.
Open borders still exist.
Makes a specific factual assertion ('open borders still exist') without evidence, presented as a claim about current policy.
Unverified Claim
0.75
suzanchizen575
Dec 24, 2025
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Makes unsubstantiated conspiracy claim about Russia developing UFO technology without evidence.
Unverified Claim
0.75
@Fat_Fish_Cant_Swim
Mar 4, 2025
You can go get a crack pipe at a vending machine in Canada shut up
You can go get a crack pipe at a vending machine in Canada shut up
Specific factual claim about drug vending machines in Canada presented without evidence as criticism.
@alexocasio7150
Mar 4, 2025
For me, discovering this channel was amazing! First, he exposed false megachurch preachers, then he exposed the New York welfare jews, and now this!? I love this guy!
For me, discovering this channel was amazing! First, he exposed false megachurch preachers, then he exposed the New York welfare jews, and now this!?
I love this guy!
References stereotypical conspiracy framing ('welfare jews') alongside praise for the channel's exposés.
ConcordiaNinten
Jan 27, 2026
Trump is Putin's asset. Putin wants to destroy Western democracy. He is succeeding. \n\nTime to wake up or be forgotten.
Trump is Putin's asset. Putin wants to destroy Western democracy. He is succeeding. \n\nTime to wake up or be forgotten.
Makes unsubstantiated claim that Trump is Putin's asset and that Putin is destroying Western democracy, presented as fact without evidence.
@DimaZheludko
Mar 4, 2025
Send s it to China. Owned by china
Send s it to China. Owned by china
Makes an unsubstantiated claim that something is owned by China without evidence.
Unverified Claim
0.75
@davidnelson5891
Mar 4, 2025
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
Comment makes a specific factual claim about an Air India crash and alleged government cover-up without evidence.
@aroonv2000
Mar 4, 2025
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
A convicted criminal drug Prime Minister look up his charges! Public record! Facts
Makes a specific factual claim about criminal charges against the Canadian PM without providing evidence or context.
Unverified Claim
0.75
@jeffreyskinner7167
Mar 4, 2025
don’t be fool peasants they all in on it all the governments about the tariff wars just to raise prices on all of you don’t play the games
don’t be fool peasants they all in on it all the governments about the tariff wars just to raise prices on all of you don’t play the games
Presents conspiracy theory that governments are coordinating tariff wars to manipulate prices without evidence.
@Yourmama225
Mar 4, 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
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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)