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
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Mark Miller’s un vetted migrants have increased crime in Canada antisemitism and radical ideology in schools
Makes specific factual claims about migrants increasing crime, antisemitism, and radical ideology without evidence.
Tree74-b3s
Jun 18, 2025
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed to IMMIGRANTS get those jobs now:
Jamaican African South Americans Guyanese caribbeans etc…
When Stephen Harpen was in seat: NO AND NIT ANYONE OR EVERYONE CAN TOUCH CANADIAN SOIL.
I’m a disabled Canadian and cannot get a job over 5yrs now.
Thanks to f’kn JUSTIN Trudeau ..Now Mark Carney
Makes unsubstantiated claims that immigrants have taken top government positions while presenting personal job loss narrative as evidence of immigration impact.
seddydegroot618
Aug 28, 2025
Indians trying to get to the United States as their FINAL DESTINATION.. they use Canada as a Temporary stomping ground..
Indians trying to get to the United States as their FINAL DESTINATION.. they use Canada as a Temporary stomping ground..
Makes a specific factual claim that Indians use Canada as temporary transit to reach the US without evidence, framing them as transient rather than committed immigrants.
Taipan123-z2t
Sep 19, 2025
Only logical reason is that Trump is a Russia agent
Only logical reason is that Trump is a Russia agent
Makes a specific factual claim (Trump is a Russian agent) presented without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.82
@superinsect111
Mar 4, 2025
This is the impoverishment of the middle class and every ordinary citizen of the world in order to bring about the new world order. It's well planned. You will own nothing and be happy.
This is the impoverishment of the middle class and every ordinary citizen of the world in order to bring about the new world order. It's well planned. You will own nothing and be happy.
Presents unsubstantiated conspiracy theory about planned impoverishment and 'new world order' without evidence.
@vocal-hm3yo
Mar 4, 2025
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Challenges a false claim about African IQ with factual corrections, while critiquing flawed reasoning and geographic misconceptions.
leroy1222
Feb 5, 2026
Off course it would be India! The producer of scammers in the world .Indians should be banned Period!
Off course it would be India! The producer of scammers in the world .Indians should be banned Period!
Makes a sweeping unsubstantiated claim that Indians are 'producers of scammers' and calls for a ban on Indian immigration.
2016Islander
Oct 1, 2025
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be …
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be upper middle class, the other are often the sc@mmers ... But it seems like they all own rundown hotels and motels...and mini marts
Makes stereotypical and unsubstantiated claims about ethnic/religious groups and their economic behaviors.
modestoca25
Jan 27, 2026
3:20 that’s because Canada lets in way too many Indians compared to the rest of the world
3:20 that’s because Canada lets in way too many Indians compared to the rest of the world
Makes specific factual claim that Canada admits disproportionately more Indians without evidence, framed as demographic assertion.
pb3
Oct 5, 2025
Trump is NOT an American. He is a self-serving Russian agent.
Trump is NOT an American. He is a self-serving Russian agent.
Makes an unsubstantiated factual claim that Trump is a Russian agent without evidence.
@haroldmachroli7038
Mar 4, 2025
Another area of change besides the face of Brampton has been the increase in crime in Ontario. Recent reports on major car theft rings, etc. Increase in the misuse of food banks.
Another area of change besides the face of Brampton has been the increase in crime in Ontario. Recent reports on major car theft rings, etc. Increase in the misuse of food banks.
Links immigration to crime increases and social service misuse without providing evidence, presenting correlative claims as causal.
kevinhill135
Jan 2, 2026
Sec.gov search Canada it’s just a corporation like the US. The tariffs are to drain us all, and across fake border.
Sec.gov search Canada it’s just a corporation like the US. The tariffs are to drain us all, and across fake border.
Makes unsubstantiated claims about Canada being a corporation and tariffs being a conspiracy to 'drain us all' without evidence.
@honeybee64
Mar 4, 2025
1 the elections are rigged so HOW? 2 WE DON'T HAVE A GOVERNMENT, WE HAVE A DICTATORSHIP. 3 leaving isn't an option.
1 the elections are rigged so HOW?
2 WE DON'T HAVE A GOVERNMENT, WE HAVE A DICTATORSHIP.
3 leaving isn't an option.
Makes unsubstantiated claims about rigged elections and dictatorship without evidence, presented as factual assertions.
BobbyleeDillman
Sep 7, 2025
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Makes multiple unsubstantiated claims (schools are 'total FRAUD', IRCC 'extremely easy to let criminals in', linking immigration to crime waves) alongside fear-based rhetoric about security and cultural change.
ManKhanKhan-i5s
Sep 28, 2025
People who speak of Russia as it were the enemy obviously don't know the reasons why Russia had to defend itself moreover don't know who ZELENKSY really is, and what people your tax dollars is …
People who speak of Russia as it were the enemy obviously don't know the reasons why Russia had to defend itself moreover don't know who ZELENKSY really is, and what people your tax dollars is arming I will give you a clue: Azov.
Makes unsubstantiated claims about Russia's defensive justification and Zelenskyy's identity without evidence, framed as factual assertions.
@epma_2000
Mar 4, 2025
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. …
Trudeau put the calling card out to terrorists, and other undesirables that they are welcome to come to Canada. From that point on as the numbers of migrants increased the crime rate increased even more. He created a number of crises with that one call to the world's worst people.
Makes false causal claims linking Trudeau's immigration stance to terrorism and crime increases without evidence.
SteveLindsayca
Feb 27, 2026
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry . These people are ignorant I agree with the African boy your not here to change or ways but adapt to ours
Presents specific false claim about Muslims receiving '$7 grand a month' without evidence, framed as identity-based criticism.
PrayerWarrior37
Aug 27, 2025
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
Makes specific factual claim about fraudulent school attendance without evidence, alleging systemic deception.
terryortlieb5003
Sep 29, 2025
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian citizenship and the owners of the immigration agencies are involved and all drive G-Wagons.....CRA go look there!!!!!
Makes multiple specific factual claims without evidence (Omar Khadr payment details, immigration agency corruption, citizenship costs) alongside expressions of threat/alarm.
hinicetomeetyou3600
Dec 26, 2025
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
Makes false statistical claims about pedophilia rates while using identity-based accusations to deflect criticism onto white men.
ginmaria117
Jan 28, 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)