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
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and …
We are being culturally destabilized on purpose.
It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and new immigrants then obviously there is a huge problem.
Makes specific unfounded claims about deliberate cultural destabilization and a 'globalization agenda' without evidence, combined with fear-based framing.
DrewLove777
Aug 27, 2025
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a
Came Canada
Makes specific unfounded claims about Indian immigrants being 'scammers' and draining social services without evidence, combined with economic and security concerns.
ahmadbazargan
Aug 27, 2025
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on!
The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement.
Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"?
Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Presents conspiracy theories (WEF, Kalergi plan, great replacement) as fact without evidence, combined with alarmist framing.
RJS0507
Aug 28, 2025
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that …
The responses by these people is typical of the Bullshit answers that people get when questioning in the USA. Do all of these morons go to the same Stupid school !! The reality is that Canada has been screwed and abused by Indians and they should be BANNED from all Canadian schools!
Makes specific unsubstantiated claims that Indians have 'screwed and abused' Canada and should be banned from schools.
Ricy-i9y
Oct 10, 2025
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for going against the political agenda, as we just saw, I think we're worse off than Russia right now, Canada is disgusting me. And II am born and raised here and a veteran, what the fuck is going on here?😮
Makes specific factual claims about differential sentencing for refugees vs. Canadians without evidence, presenting anecdotal allegations as fact.
DBR777productions
Aug 29, 2025
They stop our world for there religious beliefs yet they are nothing but terrorist
They stop our world for there religious beliefs yet they are nothing but terrorist
Makes unsubstantiated claim equating religious practice with terrorism, presenting inflammatory assertion without evidence.
howardsmaldon8453
Sep 7, 2025
Trudeau lied. He called Trump a smart guy
Trudeau lied. He called Trump a smart guy
Makes a specific factual claim about Trudeau's statements without evidence, presented as contradiction.
Unverified Claim
0.85
@malachi_perry
Mar 4, 2025
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
Makes an unsubstantiated claim about birth rates of a specific group to suggest demographic replacement threat.
schwiftyflaps
Oct 5, 2025
Kick immigrants out they destroyed everything trucking industry, there scamers, they cause crime they cant speak fing English kick em out
Kick immigrants out they destroyed everything trucking industry, there scamers, they cause crime they cant speak fing English kick em out
Makes specific factual claims about immigrants causing crime, destroying industries, and being scammers without evidence.
tomcalvirt9391
Sep 8, 2025
There has been immigrants in Canada for decades but in Last 4 years Canada let many Indian immigrants which ended diversity and now indian culture is dominant, Canadians n other immigrants are not getting jobs …
There has been immigrants in Canada for decades but in Last 4 years Canada let many Indian immigrants which ended diversity and now indian culture is dominant, Canadians n other immigrants are not getting jobs
Canada is no more ideal for immigration other than indians
Makes specific factual claims about Indian immigration causing job loss and cultural dominance without evidence, combined with identity-based framing about cultural change.
fahimakbar123
Aug 31, 2025
elections are rigged. no one asked for any of this.
elections are rigged. no one asked for any of this.
Makes an unsubstantiated factual claim that elections are rigged without evidence.
Unverified Claim
0.85
ENKii_45
Sep 9, 2025
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding …
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding somewhere else to be when the local guy made a call and twenty plus guys showed up and advised these men that they were outnumbered and might want to remember that in the future, As they were leaving one of them said, you'll find out when we are the majority in this country. They don't want integration, they want to conquer the country and bring in sharia law and their religion based government.
Presents an anecdotal story as evidence for broader unsubstantiated claims about immigrant intentions to conquer Canada and impose religious law.
Grimm117-z6y
Sep 8, 2025
Even Indians don't want themselves there
Even Indians don't want themselves there
Makes a sweeping, unsubstantiated generalization about Indian nationals without evidence or context.
Unverified Claim
0.85
Doomers-2025
Jan 27, 2026
Well..when you put a good ammount of Indians in charge of key immigration positions...THIS 8s what you get. Sadly its already way beyond repair..welcome to Canindia!!
Well..when you put a good ammount of Indians in charge of key immigration positions...THIS 8s what you get. Sadly its already way beyond repair..welcome to Canindia!!
Asserts without evidence that Indians in immigration positions caused the problem, implying conspiracy and ethnic favoritism.
rodsofgod6863
Aug 28, 2025
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the …
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the roads almost weekly.
Makes specific factual claims about Indian drivers lacking licenses, causing insurance hikes and road accidents without evidence; also contains ethnic stereotyping.
CorporateShill66
Oct 4, 2025
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Indians abuse all systems available to them across the world. They try to change the new country that they are in back into the old country that they left, namely India.
Presents a generalized, unverified claim about Indian immigrants' behavior and intentions without supporting evidence.
whoknowstrand732
Oct 6, 2025
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Indian students go to Western countries but never attend school. Start cash job and apply for PR.
Makes a specific factual claim about Indian students' behavior (not attending school, working cash jobs) without evidence.
Unverified Claim
0.85
jamessnow221
Oct 3, 2025
a friend of Canada is not Trudeau. who is a lying corrupt china communist. he has a huge Chinese spy-ops role to play to fool the use
a friend of Canada is not Trudeau. who is a lying corrupt china communist. he has a huge Chinese spy-ops role to play to fool the use
Makes specific conspiracy-theory claims about Trudeau being corrupt, a communist, and involved in Chinese spy operations without evidence.
Unverified Claim
0.85
@FILIPFROMSALMO
Mar 4, 2025
Canada/Population 2022 - 38.9 million, 2025 - 41.6 million Canada/GDP 2022 - $2.33 trillion, 2025 - $2.23 trillion OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Canada/Population
2022 - 38.9 million, 2025 - 41.6 million
Canada/GDP
2022 - $2.33 trillion, 2025 - $2.23 trillion
OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Presents GDP statistics with causal claim blaming immigrants for economic decline without establishing correlation or causation.
goolooggg9005
Aug 30, 2025
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do …
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do all kinds of fraud to get work permit.
They have a Bible written in their language but they're not Christians.
Makes specific factual claims about refugee fraud and religious deception without evidence, presenting them as established fact.
maricelaaltamirano6967
Oct 5, 2025
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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)