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
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
Unverified Claim
0.75
BrutCanada
Sep 19, 2025
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally.
“As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’”
-- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Opens with an unverified factual claim about Indian immigration legality, then pivots to identity-based framing about ethnostates and racial dominance.
AshokeDasgupta
Sep 20, 2025
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. …
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. All Indian immigrants work gard and pay taxes. He is a racist.
Directly contradicts tax-payment claim with assertion that 'all houses are paying taxes' while accusing the video creator of racism.
chelvyVethanayagam
Sep 21, 2025
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Makes specific factual claim about '100,000 more coming' without evidence, framed as demographic threat.
LukePatterson-d9s
Sep 20, 2025
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Makes sweeping, unverified generalization about Islamic doctrine and Muslims as a monolithic group with hostile intent.
globalcitizen7811
Sep 20, 2025
Hindu sabha negates everybody ( all they are good at is lying )
Hindu sabha negates everybody ( all they are good at is lying )
Makes unsubstantiated generalization that Hindu Sabha members are dishonest and dismisses them categorically.
podcatchannels2292
Sep 20, 2025
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Talking about free education and health care, I've heard it's a disaster. Free schools are not as good as private and health care... you don't get to see the doctor physically for a long time
Makes unverified claims about quality of public education and healthcare wait times without evidence.
Rai2175
Sep 19, 2025
14:40 Hindus only hate Dalits 😂
14:40 Hindus only hate Dalits 😂
Makes a sweeping factual claim ('Hindus only hate Dalits') presented without evidence, though the emoji suggests some ironic intent.
TheBhumbak
Sep 19, 2025
Liberal Diversity is importing 86 percent from 1 country.
Liberal Diversity is importing 86 percent from 1 country.
Presents a specific factual claim (86% immigration from one country) without evidence, framed as criticism of Liberal diversity policy.
reneprevost2943
Sep 20, 2025
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Makes an unsubstantiated claim about caste system being applied by Indian HR workers without evidence.
blastermaster5039
Sep 19, 2025
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero …
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero stone worshippers,who are living in South india.Mostly tribals and dravidian believers. Even still they adopted by aryanized religious practices, they never accept karma.
Makes sweeping historical and religious claims about Vedic Brahmanism, caste systems, and Dravidian identity without evidence.
velu1671
Sep 19, 2025
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Makes an unsubstantiated causal claim linking LGBTQ+ relationships to Canada's birth rate decline.
Unverified Claim
0.75
gervanmyers3066
Sep 15, 2025
I asked AI it said 6% but here you say its 60%
I asked AI it said 6% but here you say its 60%
Commenter cites conflicting statistics (6% vs 60%) without evidence, suggesting the video contains unverified claims about immigration figures.
kira991
Sep 19, 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
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Makes an unsubstantiated generalization about second-generation immigrants retaining accents, presented as a notable observation without evidence.
Erik-ms3du
Sep 19, 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
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Makes a specific factual claim (29% Catholics, voting patterns) without evidence, combined with identity-based framing about religious groups influencing Canada.
hantayoscooksjam
Sep 9, 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
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
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
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)