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
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Makes unsubstantiated claim that 99.9% of asylum claims are bogus and alleges organized fraud schemes without evidence.
Unverified Claim
0.90
pp_ca_2000
Feb 25, 2026
Guy speakings straigth facts about genetics, IQ, behavior.
Guy speakings straigth facts about genetics, IQ, behavior.
References discredited pseudoscientific claims about genetics, IQ, and behavior as 'facts,' promoting misinformation.
Unverified Claim
0.90
tomeboaventura9054
Jan 27, 2026
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
Promotes a conspiracy theory blaming Jewish people for immigration, combining false claims with alarmist framing.
chrissmith9135
Mar 3, 2026
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS …
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS NEED TO APPLY! NOT HERE TO BUILT BETTER COUNTRY! BUT TO TAKE OVER ! MEXICANS NO SECRET NEVER DO CONSTRUCTION JOBS FOR INDIAN! WHEN FINISH ONLY PAY 10% FOR JOB ! HYGIENE DON'T USE TOILET PAPER INSTEAD LEFT HAND ! IN INDIA THEY POO OPEN AIR ! DON'T BELIEVE IN DEORANT! EVEN DOCTORS! THEY LIVE IN ALMOST MANSION INSIDE LIKE SHACKS ! THERE GOD IS NOT A COW IS MONEY! THERE HUNGRY FOR IT ! FROM EXPERIENCE LEARN THE HARD WAY AND PAY A PRICE! STAY AWAY FROM GAS STATION THERE KNOWN TO HAVE SKIMMERS.! THEY CREATE MAFIAS SELLING CELLULAR TO WORKING IN HOSPITALS!!!
Contains numerous unsubstantiated stereotypes, fabricated claims about cultural practices, and conspiracy-like accusations presented as fact.
JoseCardenas-t6b
Jan 28, 2026
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per cent of the workforce will be Hindu or Pakistani. NO WHITES ALLOWED. Tim Horton's is now hiring.....
Makes specific fabricated claims about Mark Carney approving immigrants and predicts demographic replacement with inflammatory language about exclusion.
AlexusYoung-h6t
Sep 3, 2025
Canadian immigration fraud is extremely common !
Canadian immigration fraud is extremely common !
Makes a specific factual assertion about prevalence of immigration fraud without providing evidence or sources.
Unverified Claim
0.90
Thunderstick-y8h
Jan 1, 2026
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Contains multiple conspiracy theories (Chinese ownership, population replacement) and fabricated claims about government strategy.
InqvisitorMagnvs
Jan 27, 2026
USA Most Advance 👍smart: The man named Jesus Christ teaches people to lick women's genitals with their tongues and to eat and have sex with innocent animals..😂😂😂😂
USA Most Advance 👍smart: The man named Jesus Christ teaches people to lick women's genitals with their tongues and to eat and have sex with innocent animals..😂😂😂😂
Contains demonstrably false and inflammatory claims about religious teachings, appearing to be off-topic spam or trolling.
AjayNagar-y6x
Jan 29, 2026
4.9 million people are going to be deported
4.9 million people are going to be deported
Presents specific factual claim about deportation numbers without evidence or source.
Unverified Claim
0.90
barrroger1162
Dec 26, 2025
Indians are generally dirty people 😅
Indians are generally dirty people 😅
Stereotypical generalization making a false and dehumanizing claim about an ethnic group.
umeshShrestha-vc3qz
Jan 28, 2026
Rags Pickers have started Polluting n populating CANADA coming from India
Rags Pickers have started Polluting n populating CANADA coming from India
Dehumanizing and factually baseless claim about Indian immigrants, combining xenophobic stereotyping with false assertions.
Nobita.nobi.0007
Jan 27, 2026
Canada is a part of India 0:18
Canada is a part of India 0:18
Demonstrably false claim that Canada is part of India, presented as fact.
Unverified Claim
0.90
crichighlights2531
Jan 27, 2026
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Contains dehumanizing language, ethnic slurs, and a call for deportation based on race/religion with inflammatory false characterizations.
HowieHoward-ti3dx
Jan 27, 2026
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be expelled because the population will become the Indians are in control and therefore Canada will not become for the Canadians,,,,, Canada will become a dirty people, they do not like cleanliness, they take a bath once a week, they worship cows and idols.
Comment contains fabricated stereotypes about Indian immigrants (hygiene, religious practices) and false demographic predictions presented as fact.
alihamza9068
Jan 27, 2026
Honestly it's like Trump said,India is a shit hole an they'll turn any other country into a shit hole
Honestly it's like Trump said,India is a shit hole an they'll turn any other country into a shit hole
Cites a dehumanizing Trump quote and makes a sweeping false generalization about Indians causing societal decline.
Albertdiano82
Jan 27, 2026
india very dirty country, bad people,
india very dirty country, bad people,
Makes sweeping, dehumanizing generalizations about an entire country and its people without evidence.
Digybite
Jan 27, 2026
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn …
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn mandi dengan kencing sapi dn mereka merasa bangga dg hal itu , belum LG orng Hindu sangat rasis kepada kaum minoritas terutama muslim dn kristen.
Contains fabricated stereotypes and false generalizations about Indian immigrants and Hindu practices, spreading demonstrably false claims.
Yaumiljannahyumi
Feb 13, 2026
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
Asserts unsubstantiated claims about election rigging and calls for collective action ('wake up') based on conspiracy theory.
DBR777productions
Aug 29, 2025
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever …
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂
beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.@pwila this restard thoight iam pakistani abdul🤮🤮🖕🏻🖕🏻
Abusive, incoherent hate speech with ethnic slurs and fabricated accusations, constituting misinformation and harassment.
Unverified Claim
0.90
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
@pwila bot ahh beatch Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only …
@pwila bot ahh beatch Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.
Abusive hate speech with ethnic slurs and incoherent accusations, characteristic of misinformation and targeted harassment.
Unverified Claim
0.90
MyReply_MyChannelBio_forPjeets
Jan 29, 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)