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
Its 🇮🇳 fault
Its 🇮🇳 fault
Makes an unsubstantiated claim blaming India for Canada's immigration issues without evidence or explanation.
RichardLiquidPepstein
Aug 30, 2025
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
Makes an unsubstantiated claim that the US President should be in federal prison, presented as factual assertion.
@MS-wb5mf
Mar 5, 2025
This is on some next level Manchurian Candidate type _ _ _ _
This is on some next level Manchurian Candidate type _ _ _ _
Invokes conspiracy theory language ('Manchurian Candidate') suggesting hidden manipulation without evidence.
@elastronata
Mar 5, 2025
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
Presents a specific factual claim about an individual (Nicol Suarez) without evidence or context, appearing to be an unsubstantiated assertion.
Unverified Claim
0.75
@johndunlavey8927
Mar 5, 2025
This can all be explained so easily, The Donald has changed sides, easy as can be.
This can all be explained so easily, The Donald has changed sides, easy as can be.
Makes a vague conspiratorial claim that Trump 'has changed sides' without providing evidence or explanation for this assertion.
Unverified Claim
0.75
@CecilJRhodes
Mar 5, 2025
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
Makes a specific factual assertion about fentanyl flows between countries without evidence, while also comparing Canada-US drug trafficking patterns.
@edubeast-g9m
Mar 4, 2025
I wonder what deal he made (Trump) with American armaments industry.
I wonder what deal he made (Trump) with American armaments industry.
Presents an unsubstantiated claim about Trump making a secret deal with the armaments industry without evidence.
@pascaleoffe9411
Mar 5, 2025
Chinese think this is a great thing
Chinese think this is a great thing
Makes unsubstantiated claim about Chinese approval of tariffs without evidence or explanation.
@hulililili
Mar 5, 2025
recently i saw the job posting on indeed where hindi was a mandatory language..
recently i saw the job posting on indeed where hindi was a mandatory language..
Presents a specific anecdotal claim about a job posting requiring Hindi language without verification or context.
diana-ptl-zj7cm
Sep 10, 2025
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Asserts specific unverified claims about welfare recipients not working while receiving benefits, presented as factual observation without evidence.
angelefigueira3986
Sep 11, 2025
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
Presents unsubstantiated conspiracy theory linking Russia alignment to US territorial ambitions without evidence.
@LatinSlav
Mar 4, 2025
President Musk is pulling the strings of Dirty Donald
President Musk is pulling the strings of Dirty Donald
Makes an unsubstantiated factual claim about political manipulation without evidence.
@cliffmanty4113
Mar 4, 2025
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Makes unsubstantiated claims linking immigration policy to drug problems without evidence.
@jasonthecontractor9470
Mar 4, 2025
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Makes unsubstantiated claims about India's geopolitical alignment and alleged conspiracy against Canada, frames Indian immigrants as security threats based on home country relations.
Wesley-td3he
Sep 19, 2025
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
Makes a specific conspiratorial claim about Republican coordination with Russia to destroy the US without evidence.
@W45Jasper
Mar 4, 2025
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Presents unsubstantiated claims about Trump's motivations and alleged desire to become a dictator without evidence.
@SallyBalfort
Mar 4, 2025
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Presents unsubstantiated claim that Elon Musk controls Trump's tariff decisions without evidence.
@solstyles1038
Mar 4, 2025
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Presents a specific historical comparison claim without citation or evidence to support the assertion.
Unverified Claim
0.75
Achintyanath
Sep 19, 2025
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big …
What this gentleman Justinder trudsingh is talking about Pres Putin, Justinder himself is a terrorist as he supports terrorism ,now US kicked hin in his ass ??? & look this shameless person is talking big about US. My dear fellow Canadians kick this man out of office if you want peace peace in your life
Makes unsubstantiated accusations of terrorism and calls for removal from office based on unsupported claims.
@pankajbharali94
Mar 4, 2025
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Presents a specific unsubstantiated claim about immigrants' motivations and refusal to identify as Canadian without providing evidence.
IanH-u8l
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)