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
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
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
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
Please peaple Trudeau and Trump have plan dis tu distroy bot economy wi new world order criminal organizations program datt de reel reason Trudeau and Trump have plan dis for de Las meeting in Trump …
Please peaple Trudeau and Trump have plan dis tu distroy bot economy wi new world order criminal organizations program datt de reel reason Trudeau and Trump have plan dis for de Las meeting in Trump golf club hit a conspiracies du distroy canada and USA ?? liberty de new world order criminal organizations program his about taking peaple liberty wake upp peaple
Makes specific conspiratorial claims about Trudeau, Trump, and a 'new world order' without evidence, combined with alarmist framing.
@YvonDucap
Mar 4, 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
All of them are scammers
All of them are scammers
Makes a sweeping, unsubstantiated factual claim that all immigrants are scammers without evidence.
Unverified Claim
0.85
james1981mmm
Nov 24, 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
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
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
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
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
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
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
Sikh made Canada sick
Sikh made Canada sick
Makes an inflammatory, unsubstantiated claim blaming a specific religious/ethnic group for national problems.
sabareesan7708
Nov 24, 2025
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
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
It’s not about fentanyl. It’s not about the two or three people that across their borders. It’s all about his crazy idea that Canada should be the 51st state. And in his warped mind, he …
It’s not about fentanyl. It’s not about the two or three people that across their borders. It’s all about his crazy idea that Canada should be the 51st state. And in his warped mind, he thinks by doing this, he’s going to ruin Canada, and that they’re gonna come begging on their hands and knees to be accepted into the United States and I am dead serious. This is what his goal is, and this is what he thinks he’s going to accomplish.
Presents unsubstantiated conspiracy theory about Trump's hidden goal to make Canada the 51st state.
@RamonaRayTodosSantosBCS
Mar 4, 2025
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
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in …
How many of the Chinese and Indian residents are Intelligence Operatives of India and China?
How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in one country virtually everyone is corrupt and the other is a closed-doors system?
Makes specific unfounded claims about intelligence operatives and corruption rates without evidence, combined with security anxiety about vetting procedures.
laurentlong7324
Aug 25, 2025
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the …
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the country.
Makes specific unfounded claims about Indian immigration conspiracy involving IRCC, fake documents, and political takeover without evidence.
falconhunt786
Jun 30, 2025
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)