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
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Makes an unsubstantiated claim in Hindi/Urdu that immigrants will cause disruption, without evidence.
@theslayer794
Mar 5, 2025
Remember. \n\nTRUMP have only bankruptcy behind him , USA is next. \n\nOnly thing keeping him alive is his SUGARDAD Elon. ??
Remember. \n\nTRUMP have only bankruptcy behind him , USA is next. \n\nOnly thing keeping him alive is his SUGARDAD Elon. ??
Makes specific factual claims about Trump's bankruptcy and financial dependence on Elon Musk without evidence, presented as established fact.
@shamselv7458
Mar 4, 2025
Russia was never our enemy. Its fukcing NATO
Russia was never our enemy. Its fukcing NATO
Asserts Russia was never America's enemy and blames NATO, presenting geopolitical claims without supporting evidence.
@Hellspawn1212
Mar 4, 2025
16:51 he is not speaking Punjabi thats Hindi . This whole operation thing is fake
16:51 he is not speaking Punjabi thats Hindi . This whole operation thing is fake
The commenter makes a factual claim about language identification and dismisses the video's authenticity without clear evidence.
udaysingh-wr2kw
Jan 29, 2026
Millions are NOT leaving Canada.
Millions are NOT leaving Canada.
Presents a specific factual assertion ('Millions are NOT leaving Canada') without supporting evidence, contradicting a claim.
Unverified Claim
0.70
bradellison2759
Apr 16, 2025
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Presents a speculative scenario about Canada cutting electricity as a 'demonstration' without evidence, mixing unverified claim with threat framing.
@rajdhaliwal7646
Mar 4, 2025
Follow the money... Somalia Scam 2.0
Follow the money... Somalia Scam 2.0
Vague conspiracy theory reference ('Follow the money... Somalia Scam 2.0') suggesting fraudulent immigration schemes without evidence.
Unbiased-z8f
Jan 29, 2026
Working cash jobs through agency
Working cash jobs through agency
Makes a specific factual assertion about immigrants working cash jobs through agencies without supporting evidence.
Unverified Claim
0.70
bishowtamu9659
Oct 3, 2025
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Makes a specific factual claim about visa fraud (students using BC visas in Alberta) without evidence, implying suspicious intent.
SuperMadGenius_
Oct 3, 2025
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
Makes unsubstantiated claims about Indian immigrants' religious agendas and suggests scale-based concerns without evidence.
dave23720
Oct 23, 2025
Canadian gov has opened much of the international students for Indians, if only they did a fair ratio between other nationalities that issues now would have been controlled, if I am not mistaken, they let …
Canadian gov has opened much of the international students for Indians, if only they did a fair ratio between other nationalities that issues now would have been controlled, if I am not mistaken, they let 250k per yr for India, rest of the international students are just 25k per yr each coming from different countries.
Makes specific factual claims about international student quotas (250k from India vs 25k per other country) presented without evidence.
wilsontelig
Oct 12, 2025
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
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Makes an unsubstantiated conspiracy claim comparing Trump to a fictional foreign agent, implying hidden control.
@robertspivey4631
Mar 4, 2025
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
Makes unsubstantiated claims about Trudeau and elites controlling Canada, framed through religious/moral language without evidence.
@rosemarieloop6257
Mar 4, 2025
Trump la marionnette de poutine
Trump la marionnette de poutine
Makes a specific factual assertion (Trump is Putin's puppet) without evidence.
Unverified Claim
0.70
@gaetanogiambarresi9967
Mar 4, 2025
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote that Canada has seen since September 2022. The timing of this event was significant — it came as Canadian PM Mark Carney met his Indian counterpart Narendra Modi on the sidelines of the G20 Summit in Johannesburg
Presents specific factual claims about banned groups, referendums, and slogans without evidence, and contains a factual error (Mark Carney as PM), suggesting unreliable sourcing.
PiyushKiChannel
Nov 25, 2025
This was done on purpose
This was done on purpose
Vague conspiracy-adjacent claim that housing/immigration crisis was intentional without evidence, suggesting deliberate malice.
ShanoA-t3c
Jan 19, 2026
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community …
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around??
Plus look at who is filling the majority of the Canadian government jobs and what community they belong to. 😮 no no that wouldn’t be possible!! would it!! Maybe you should be doing a better job at supervising the government employees.
We all know that the expectations are those of just having a warm body to work in the Government and not ask any questions, all else is secondary.
Makes unsubstantiated claims about government hiring practices and community representation without evidence, while critiquing government oversight.
maxxnorthamericagroup3586
Nov 13, 2025
Don’t search up the trucking industry scandles in canada👀
Don’t search up the trucking industry scandles in canada👀
Vague insinuation about unspecified 'scandals' in trucking industry without evidence, appearing to suggest hidden information supports a particular narrative.
HappyTabbyCats
Jan 27, 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)