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
Welcome to Revelation chapter 18 . Buckle UP!
Welcome to Revelation chapter 18 . Buckle UP!
Makes an apocalyptic/conspiratorial claim referencing biblical prophecy without substantive evidence or explanation.
Unverified Claim
0.70
@cereid85cr
Mar 4, 2025
Donald youve just givin up on your friends here in Canada and likely the EU after their tarifs come in April. I hope your alliance with Putin is worth it because if you keep going …
Donald youve just givin up on your friends here in Canada and likely the EU after their tarifs come in April. I hope your alliance with Putin is worth it because if you keep going on like this, he'll be your only friend
Makes unsubstantiated claims about Trump abandoning allies and forming alliances with Putin without evidence.
@pkraatz36
Mar 4, 2025
Israel is their closest “friend” you will never see tariffs hit them
Israel is their closest “friend” you will never see tariffs hit them
Asserts a specific factual claim about tariff policy toward Israel without evidence, suggesting hidden favoritism.
@lovetheprophets
Mar 4, 2025
Cleaner yet they are still dirty
Cleaner yet they are still dirty
Makes a derogatory and unsubstantiated generalization about a group of people without evidence or context.
Unverified Claim
0.70
NOTabugspy
Feb 18, 2026
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
Makes a specific factual claim about 1 million Ukrainian temp visas issued at a particular time without providing evidence or context.
Unverified Claim
0.70
dhagos
Jun 20, 2025
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Makes claims about ISIS fighters and immigration minister approval that require verification; blames liberal government for security failures.
krism1815
Feb 18, 2026
Trump is leaking Poutin's ass, to have a feather in his cap... and to provoke the whole world...
Trump is leaking Poutin's ass, to have a feather in his cap... and to provoke the whole world...
Makes unsubstantiated claim about Trump's alleged relationship with Putin and motivations without evidence.
@martindespiegeleer4571
Mar 4, 2025
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
Presents unsubstantiated claim about Trump's personal motivations and alleged plan to hand over the USA.
@rockylucero937
Mar 4, 2025
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Makes a specific factual claim about Trudeau's immigration intentions ('turn Canada into a tropical country') presented without evidence.
kevinl7173
Apr 15, 2025
Canada is a failing ponzi scheme
Canada is a failing ponzi scheme
Makes a sweeping factual claim about Canada's economic system without evidence, presented as alarming assertion.
Dicky_Weiner
Aug 25, 2025
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
Makes specific factual claims about Indian immigration demographics and government visa selection without evidence, mixed with sarcastic tone.
yogeshbhatt9126
Aug 25, 2025
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Makes a sweeping, unsubstantiated comparison between India and Israel using inflammatory language.
IvanCuex
Feb 23, 2026
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Makes specific unverified spending claims (70 billion, 20 billion) presented as fact without evidence, framed as 'invasion.'
speediesthesquirrel
Aug 25, 2025
There are too many people who are oblivious to the end game.
There are too many people who are oblivious to the end game.
Vague reference to an unspecified 'end game' conspiracy without evidence, suggesting hidden agenda.
Unverified Claim
0.70
sherrywest4493
Aug 25, 2025
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Posts another religious text quote out of context, appearing to support caste-based discrimination through selective scriptural citation.
Unverified Claim
0.70
GrambanglaRestaurant
Feb 23, 2026
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
Asserts a conspiracy ('by design') without evidence and makes unsubstantiated claims about systemic neglect of white people.
SpiritJuiceSyphon
Aug 26, 2025
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Makes specific factual claims about government spending and media coverage without evidence.
blobtv7444
Aug 27, 2025
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Presents specific statistics about deportation warrants that appear fabricated or unverified, designed to amplify security concerns.
davidimrie9548
Feb 26, 2026
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Makes an unsubstantiated claim that 'there is NO going back now' and references Trump's immigration enforcement without evidence, comparing approaches across countries.
Antidotetocrackthecode
Sep 9, 2025
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Makes an unsubstantiated claim about what 'old stock Indians' would support regarding mass deportations without evidence.
ericyuan9718
Sep 19, 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)