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
This kind of scam cannot happen without support on both ends.
This kind of scam cannot happen without support on both ends.
Makes vague allegation of systemic corruption and fraud without specific evidence or details.
Unverified Claim
0.75
paevents8064
Oct 2, 2025
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Makes unsubstantiated claims about immigrants harming the country and calls for deportation without evidence.
cmssinc214
Oct 3, 2025
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Makes a specific factual claim about Indian immigrants' ideological tendencies without evidence, presented as established fact.
JFL.Productions
Aug 25, 2025
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
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Makes specific claims about scammers and illegal immigrants without supporting evidence while critiquing visa policies.
mariacarreiro5770
Jul 5, 2025
Trump uses drugs as the reason we all know that is not true. Trump has to be the feared leader, as he cosy up to Putin. Trump likes isolation he wants America to be Russia …
Trump uses drugs as the reason we all know that is not true. Trump has to be the feared leader, as he cosy up to Putin. Trump likes isolation he wants America to be Russia allied We the people will survive but know that gaining our trust back will not be easy but we are up for the fight. We will not get in bed with a country that is siding with Putin
Makes unverified claims about Trump's motives and alleged alignment with Putin, presenting conspiracy-like assertions without evidence.
@bonnierobinson9993
Mar 4, 2025
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Presents a specific numerical claim about migration numbers without evidence and implies negative consequences without substantiation.
madjoe8622
Aug 25, 2025
Trump is KGB
Trump is KGB
Makes a specific factual claim (Trump is KGB) without evidence, presented as assertion.
Unverified Claim
0.75
@donnafennell6739
Mar 4, 2025
Trudeau is the lying murderous son of Castro
Trudeau is the lying murderous son of Castro
Makes inflammatory factual claims about Trudeau without evidence (lying, murderous, Castro connection).
@johnstewart150
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
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
Makes a conspiracy-theory claim that Western nations are coordinating 'civilizational suicide' through immigration without evidence.
mclager88
Jun 20, 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
Jagmeet Singh brought in his kind and ruined the country!!
Jagmeet Singh brought in his kind and ruined the country!!
Makes a specific factual claim that Jagmeet Singh brought in 'his kind' and caused national harm without evidence.
anildaita
Oct 15, 2025
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Makes an unsubstantiated conspiracy claim about Putin and Trump dividing the world without evidence.
Unverified Claim
0.75
@michelwillems50
Mar 4, 2025
may be just for election, I do not trust Liberal will enforce after Apr 28 because they brought in junk immigrant to get votes
may be just for election, I do not trust Liberal will enforce after Apr 28 because they brought in junk immigrant to get votes
Makes unsubstantiated claims that the Liberal government brought in 'junk immigrants' for electoral purposes without evidence.
charlie-52-63
Apr 15, 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
Non sensical….trade waar…..fentanyl distributor for North America
Non sensical….trade waar…..fentanyl distributor for North America
Makes vague accusations about trade war and fentanyl distribution without specific evidence, combining criticism with unsubstantiated claims.
@Sssamaa-c8w
Mar 5, 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
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
Democrats !!! Are behind all of this trying to destroy Trump
Democrats !!! Are behind all of this trying to destroy Trump
Asserts without evidence that Democrats are orchestrating events to destroy Trump, presenting a conspiracy theory.
@rafealrafeal6716
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)