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
152 countries voted in favor of the United Nations migration pact, while 5 countries (the United States, Hungary, Israel, Czech Republic, and Poland) voted against it, citing concerns over national sovereignty & security. Our wicked …
152 countries voted in favor of the United Nations migration pact, while 5 countries (the United States, Hungary, Israel, Czech Republic, and Poland) voted against it, citing concerns over national sovereignty & security. Our wicked political leaders betrayed us. Islamisation of Europe is not accidental.
Presents specific UN voting statistics and makes unsubstantiated claims about 'Islamisation' and political betrayal.
brightsides9400
Jan 27, 2026
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Makes a specific factual claim about hiring discrimination without evidence, implying preferential hiring of immigrants.
pst8342
Oct 26, 2025
4:15 thousands of vehicles ate being carnap in canada every year and ended in Africa and Trudeau and his government is doing nothing
4:15 thousands of vehicles ate being carnap in canada every year and ended in Africa and Trudeau and his government is doing nothing
Commenter makes specific factual claim about vehicle theft statistics in Canada without evidence and criticizes government inaction.
@williamalmanon
Mar 4, 2025
when they are in INDIA they hate every other community and the lower casts in their own community.........IN CANADA THEY SPEAK DIFFERENTLY.
when they are in INDIA they hate every other community and the lower casts in their own community.........IN CANADA THEY SPEAK DIFFERENTLY.
Makes a sweeping factual claim about Indian immigrants' behavior changing between countries without evidence.
skariaa.v2835
Oct 26, 2025
Microsoft shipped in so many Indians to Redmond WA its ruined this area.
Microsoft shipped in so many Indians to Redmond WA its ruined this area.
Makes a specific factual claim about Microsoft hiring practices and their impact on a region without evidence, framed as demographic threat.
AmalgamationofMan
Jan 27, 2026
It’s all the plan to erase culture in North America
It’s all the plan to erase culture in North America
Asserts a vague conspiratorial claim about planned cultural erasure in North America without substantiation.
Stonesour1
Aug 25, 2025
asians want to replicate what they left ut wasnt that why they left? OR IS THIS AN INVASIAN 17:01 LOOK AT THE CONTRADITION
asians want to replicate what they left ut wasnt that why they left?
OR IS THIS AN INVASIAN
17:01 LOOK AT THE CONTRADITION
Makes unsubstantiated claim about Asian immigrants replicating their home countries and frames immigration as an 'invasion' without evidence.
MemeYouyou-dz4yk
Aug 27, 2025
CNN ,you didn't mention the real real that Trudeau believes the Trump administration has put terrifs is that they want to cripple the Canadian economy to be able to annex Canada as a 51st state!!!
CNN ,you didn't mention the real real that Trudeau believes the Trump administration has put terrifs is that they want to cripple the Canadian economy to be able to annex Canada as a 51st state!!!
Presents an unsubstantiated conspiracy theory that Trump's tariffs aim to annex Canada as a 51st state.
@suebishop5485
Mar 4, 2025
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual …
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual civilized, well educated, assimilated and caring Indians look bad. Just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles.
Makes sweeping claims about Indian immigrants bringing 'bad habits' and rejecting Western values without evidence, while asserting cultural hierarchy.
Vandicoup
Jan 27, 2026
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Makes an unsubstantiated causal claim that importing people from developing nations causes national decline, presented as fact.
orlandomontfort5101
Oct 9, 2025
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Makes a specific factual claim about Trudeau making violent threats/declaration of war without evidence, presented as fact.
@thetaburnmusic
Mar 4, 2025
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Makes multiple unsubstantiated claims about government protection of criminals, election funding conspiracies, and secret arrangements without evidence.
kamito961
Oct 9, 2025
I believe Trump has expressed interest in annexing Canada, possibly in collaboration with Putin. I think it’s a possibility worth considering given the geopolitical landscape. Canada’s valuable resources make it a desirable target. \nMoreover, I …
I believe Trump has expressed interest in annexing Canada, possibly in collaboration with Putin. I think it’s a possibility worth considering given the geopolitical landscape. Canada’s valuable resources make it a desirable target. \nMoreover, I believe Canada’s indirect involvement in the conflict with Russia puts Canada in a vulnerable position.
Presents unverified claims about Trump's annexation intentions and Canada's vulnerability without substantiating evidence, combined with threat framing.
@orangesun3030
Mar 4, 2025
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro is Israeli content. However, when you look at Indians in Canada, look how they transformed a robust city into a shit hole.
Makes specific unverified claims about Indian disinformation campaigns and fake accounts, while asserting that Indians have 'transformed a robust city into a shit hole' without evidence.
chubbydudu
Oct 14, 2025
I thought the felon Trump was going to bring prices down.?
I thought the felon Trump was going to bring prices down.?
Comment makes a factual assertion about Trump's campaign promise versus actual price outcomes without evidence, questioning the validity of a specific claim.
Unverified Claim
0.80
@jcrewzak9409
Mar 4, 2025
Mr President of Canada common Donald Trump know exactly what he's doing ‼️ he works for Russia he's here to destroy the United States and make it part of Russia or an ally of russia! …
Mr President of Canada common Donald Trump know exactly what he's doing ‼️ he works for Russia he's here to destroy the United States and make it part of Russia or an ally of russia! And if America doesn't stand up he's going to succeed ‼️?????????????
Makes specific factual claims about Trump working for Russia and plotting to destroy the US without evidence, presenting conspiracy-like assertions.
@JoePhantom-t3e
Mar 4, 2025
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question
And that is
These are indoctrinated EXTREMIST
Himdutva nationalist are by any definition are extremist
You don’t want AZOV,
RED SECTOR , MEK, HTS, …
In the number Indians are moving abroad
Just imagine if there were a million azov were in Canada
💀
Makes unsubstantiated claims that Indian immigrants are 'indoctrinated extremists' and compares them to designated terrorist organizations without evidence.
robinhoog3916
Oct 12, 2025
Trump wants to be a dictator like Putin and grow his Empire, he wants Canada as 51st state to grow his empire. That is what it’s about, not fentanyl.
Trump wants to be a dictator like Putin and grow his Empire, he wants Canada as 51st state to grow his empire. That is what it’s about, not fentanyl.
Presents specific conspiratorial claim about Trump's territorial ambitions without evidence, framed as hidden motivation behind stated policy.
@cathy1672
Mar 4, 2025
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal …
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal immigrants, and CCP infiltration! Goo bless America and Canada!
Presents unverified claims about fentanyl, Chinese organized crime, CCP infiltration, and illegal immigrants without evidence.
@huntingtonjimmy2999
Mar 4, 2025
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
Makes unverified claims about immigrants' intelligence and economic contribution without evidence.
MercuryDIY
Jan 27, 2026
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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)