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
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Makes unsubstantiated claims about government conspiracy (UBI, digital ID, 'plandemic') without evidence, framed as inevitable threat.
underwaves75
Sep 10, 2025
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face when being called out by people so obvious
Makes unsubstantiated claim that Jagmeet Singh enabled Trudeau's immigration policy and attributes it to his Indian ethnicity, combining conspiracy thinking with identity-based criticism.
mko1768
Sep 19, 2025
How about ban all immigrant protesting??? What bs. They collect refugee money to fund themselves... wtf is this Canada??
How about ban all immigrant protesting??? What bs. They collect refugee money to fund themselves... wtf is this Canada??
Makes specific factual claim that immigrants collect refugee money to fund protests without evidence, combined with policy criticism.
Pamlynn-no9lp
Sep 4, 2025
I agree something has to be done. No one seems to be less than a and they are dangerous
I agree something has to be done. No one seems to be less than a and they are dangerous
Makes an incomplete but clearly unsubstantiated claim about a group being dangerous without evidence or specifics.
pumakittymeow7434
Sep 8, 2025
Our government knows exactly what they are doing, it’s a plan in the making
Our government knows exactly what they are doing, it’s a plan in the making
Asserts government intentionality in immigration without evidence, presenting as conspiracy theory.
Gremalan
Aug 30, 2025
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Makes multiple unverified claims (specific hiring discrimination by ethnicity, refugees collecting benefits, criminals entering unvetted) presented as fact without evidence.
seetaangel5610
Aug 26, 2025
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per …
A friend of mine who immigrated here recently needed help looking for a place and I asked what her budget was for rent and she told me the government will cover up too $5,000 per month rent payments. I was blown away and this is a single young woman who barely speaks English friend or not this is ridiculous.
Presents anecdotal claim about government rent subsidies ($5,000/month) without verification, framed as evidence of unfair policy.
unacceptablefullsender1878
Aug 26, 2025
This is a great example of where feminism has gotten society, the social engineers targeted and destroyed the nuclear family. It's working as planned.
This is a great example of where feminism has gotten society, the social engineers targeted and destroyed the nuclear family. It's working as planned.
Makes conspiratorial claim that feminism and 'social engineers' deliberately destroyed the nuclear family as part of a plan, without evidence.
CAPTAINHOOK-33
Aug 25, 2025
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Makes specific factual claims about visa fraud as 'back door illegal immigration' and MP influence without evidence, while also critiquing policy.
albertleal5950
Aug 25, 2025
It is normal be against immigrant because is ONLY shi... ILLEGALS came to suck the system
It is normal be against immigrant because is ONLY shi... ILLEGALS came to suck the system
Makes unsubstantiated claim that illegal immigrants come to 'suck the system' without evidence, framed as justification for anti-immigrant stance.
manuelcastro449
Aug 25, 2025
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
Makes an unsubstantiated claim that government immigration policy is motivated by exploitative labor needs, framed as a conspiracy.
YoItssMe
Aug 25, 2025
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this …
And they wonder why India is so filthy, I've even seen them throw trash on the ground while they're walking and I pick up the garbage and tell them put this in the garbage this is not your dumping Ground.
Makes a generalized factual claim about Indian immigrants' behavior regarding littering without evidence, framed as stereotype.
brianthecanadianadventure8946
Aug 25, 2025
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in canada being men. This of course makes the birth rate issue much worse and will have future consequences.
Presents specific demographic statistics (56% male, 35 and under) and causal claims without evidence, framed as factual assertions.
zachadolphe3633
Jun 17, 2025
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Presents specific unverified claims about immigrant benefits ($8500/month, $3000 furniture) and foreign interference without evidence.
Tree74-b3s
Jun 18, 2025
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
Makes unsubstantiated claims about homelessness among immigrants and specific groups 'creating problems' without evidence.
JohnBe-d2j
Apr 15, 2025
CNN is covering this because Trump told them that their figures are going down!
CNN is covering this because Trump told them that their figures are going down!
Makes an unsubstantiated claim about CNN's motivations for coverage without evidence.
@jedilady4485
Mar 5, 2025
They're doing the ON/OFF tariffs for insider trading purposes ??? they're all in on the coins and now they're all in on insider trading, they raking in billions, the NEWS outlets are loving it, big …
They're doing the ON/OFF tariffs for insider trading purposes ??? they're all in on the coins and now they're all in on insider trading, they raking in billions, the NEWS outlets are loving it, big ratings and viewership for them❤❤❤
Makes specific factual allegations about insider trading and corruption without evidence, presenting conspiracy-like claims as fact.
@XerxezsX
Mar 5, 2025
All Planned , from Both sides ,,,,,, WEF UN WHO run the Show ... but the Dumm kanadians will be Happy again paying 20% more Carbon Tax Apr 1st lol Deserved and do not forget …
All Planned , from Both sides ,,,,,, WEF UN WHO run the Show ... but the Dumm kanadians will be Happy again paying 20% more Carbon Tax Apr 1st lol Deserved and do not forget to get your Boosters , Safe and Effective ....
Makes unsubstantiated conspiracy claims about WEF/UN/WHO control and presents fabricated assertions about carbon tax and vaccines without evidence.
@darylhodkinson5369
Mar 4, 2025
GLOBALIST NEVER REVEAL WHAT FAIR TRADE MEANS,NO DETAILS, JUST NARRATIVES TO FAVOR A ONE SIDED TRADE DEAL.,,, PRECIPITATION AL TRADE TRUEDOEW
GLOBALIST NEVER REVEAL WHAT FAIR TRADE MEANS,NO DETAILS, JUST NARRATIVES TO FAVOR A ONE SIDED TRADE DEAL.,,, PRECIPITATION AL TRADE TRUEDOEW
Makes unsubstantiated claims about globalists hiding trade details and one-sided deals without evidence.
@arnoldmullins8475
Mar 4, 2025
This is what happens when the US President is a Russian puppet.
This is what happens when the US President is a Russian puppet.
Makes a specific factual assertion ('US President is a Russian puppet') presented without evidence.
Unverified Claim
0.78
@benhur070
Mar 4, 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)