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
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Makes a specific factual claim about gender-neutral policies sterilizing children without evidence, framed as demographic threat.
LidisUnleashed
Aug 25, 2025
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Makes inflammatory, unsubstantiated accusations about race and pedophilia while criticizing Western racism.
sholmes_ttyy
Feb 28, 2026
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to …
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to try and Genocide the Canadian born Citizens. 🧐 💔🙏 ✝️ 👨👩👧👦🇨🇦
Makes a specific factual claim (government conspiracy with WEF/UN for genocide) presented without evidence, combined with demographic anxiety.
debragour1150
Aug 25, 2025
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
Makes inflammatory, unsubstantiated claims linking race to criminal behavior while conflating unrelated issues.
shruti890-o5b
Feb 28, 2026
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists taking over with their terrorist activities
Makes unsubstantiated claims about infiltration by specific nationality groups in government and security positions, framed as terrorism threat.
mySummer2004
Aug 6, 2025
80% are khalist*ni terrors*ts.
80% are khalist*ni terrors*ts.
Makes a sweeping, unsubstantiated claim labeling a religious/ethnic group as terrorists.
JP_Houlu
Feb 28, 2026
I’ve seen them go poo in the shower at the gym.
I’ve seen them go poo in the shower at the gym.
Presents an anecdotal, likely fabricated claim designed to demean immigrants through crude stereotyping.
Moore91_burb
Feb 28, 2026
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
Makes specific unverified claim about hiring discrimination based on ethnicity without evidence, framed as economic grievance.
AyvahVonNavidas
Aug 26, 2025
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are doing that are crossing at the border
Presents specific unsubstantiated claim about migrants' border-crossing tactics ('throw your id away, make up a new name') without evidence.
Unverified Claim
0.85
Lakeboii70
Aug 26, 2025
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Makes an unverified claim about mass deportations presented as secret, combining false information with alarmist framing.
skellyhed
Feb 24, 2026
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Makes specific factual claims about immigrants taking jobs and driving recklessly without evidence, combined with expressions of threat/concern.
alisongagne8898
Aug 26, 2025
Remember also the sis attempt to build methlab that could provide entire America. That also was them.
Remember also the sis attempt to build methlab that could provide entire America. That also was them.
Makes a cryptic, unsubstantiated claim about a methlab construction attempt attributed to Canada without evidence or context.
Unverified Claim
0.85
@SamuelFoster666
Mar 4, 2025
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF …
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF 101, educate yourself Canadians, WHITE PEOPLE MATTER !!!!!
Makes specific conspiratorial claims about WEF intentionally destabilizing living standards and controlling homeownership without evidence, combined with identity-based framing.
KathyLemire
Aug 26, 2025
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
Contains fabricated generalizations about religious groups and false historical claims presented as fact, with identity-based framing.
topvideo44
Feb 27, 2026
I heard in Canada government kill disabled people n children why not law sport public do the disabled are with out life 🧬 you talk 🦜 humans rights
I heard in Canada government kill disabled people n children why not law sport public do the disabled are with out life 🧬 you talk 🦜 humans rights
Makes unsubstantiated claims about government killing disabled people and children, combining false allegations with incoherent rhetoric about human rights.
gardengrandpa9787
Feb 27, 2026
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
Presents specific fabricated statistics ($82,000 annual payments) without evidence and frames immigrants as hostile threats.
unacceptablefullsender1878
Aug 26, 2025
Replacement theory
Replacement theory
References 'replacement theory,' a debunked conspiracy theory about demographic change, combining fear-mongering with demonstrably false claims.
mikejarmoluk3523
Feb 27, 2026
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
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Makes sweeping, unsubstantiated claims about Hindu immigrants engaging in fraud and conspiracy, combining false generalizations with ethnic stereotyping.
Kas.Ali25
Feb 24, 2026
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)