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
TRUMP = KRASNOV
TRUMP = KRASNOV
Makes an unsubstantiated equation between Trump and Krasnov (likely referencing a fictional villain), presenting it as factual comparison.
Unverified Claim
0.85
@patricebernard3910
Mar 4, 2025
Brampton will be the capital of a future Khalistan.
Brampton will be the capital of a future Khalistan.
Makes a specific conspiratorial claim about Brampton becoming capital of Khalistan without evidence, expressing separatist threat narrative.
hopsingsareaplague
Sep 19, 2025
It looks like the US has a medium to longer term plan to forcefully acquire Canada and Greenland in pursuit of their large quantities of natural resources.
It looks like the US has a medium to longer term plan to forcefully acquire Canada and Greenland in pursuit of their large quantities of natural resources.
Presents a specific factual assertion about US plans to forcefully acquire Canada without evidence, framed as a conspiracy theory.
@robertdavie1221
Mar 4, 2025
Donald trumpsky and comrade Vancsky are detirmed to destroy allies in favour of cosying up to Putin because Russia has something on trump that will come out and shock the world
Donald trumpsky and comrade Vancsky are detirmed to destroy allies in favour of cosying up to Putin because Russia has something on trump that will come out and shock the world
Commenter makes unsubstantiated conspiracy claims about Trump-Putin connections and alleged blackmail without evidence.
@clarkegable3622
Mar 4, 2025
So Canada stands with Child traffickers, rapists, murders and drug runners got it. And look at all the communist Americans that take that side. Thank God Trump Won ! Kick all Canadian businesses out of …
So Canada stands with Child traffickers, rapists, murders and drug runners got it. And look at all the communist Americans that take that side. Thank God Trump Won ! Kick all Canadian businesses out of US. Stop all Aid and military funding shut Canada down. Deport all illegals to Canada.
Makes unsubstantiated claims that Canada harbors criminals and traffickers, expresses threat/fear, and calls for punitive action against Canada.
@keepout-x7x
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
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
I think TRUMP is a Russian spy planted LONG TIME AGO.
I think TRUMP is a Russian spy planted LONG TIME AGO.
Presents a conspiracy theory claiming Trump is a Russian spy without evidence.
Unverified Claim
0.85
@gundarvar5717
Mar 4, 2025
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans …
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans contribute to their communities.
Makes specific unverified claims about Somali immigrants not contributing to communities while comparing them unfavorably to Mexicans, mixing factual assertions with xenophobic framing.
Spencer859
Jan 27, 2026
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
HES TOLD HIS RICH BUDDIES INSIDE INFO ABOUT MARKETS SO THEY SELL HIGH THEN WHEN STOCKS TANK TO BUY BACK LOW SO THEY GET DOUBLE MONEY ONCE STOKS EVEN OUT!!!! Would you please REPORT THIS …
HES TOLD HIS RICH BUDDIES INSIDE INFO ABOUT MARKETS SO THEY SELL HIGH THEN WHEN STOCKS TANK TO BUY BACK LOW SO THEY GET DOUBLE MONEY ONCE STOKS EVEN OUT!!!! Would you please REPORT THIS CORRECTLY PLEASE cause Trump IS A CONMAN!!!! WAKE UP??????????
Commenter makes specific unverified claims about Trump's insider trading scheme without evidence, then calls for media to report it correctly.
@chrisunderhill2832
Mar 4, 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 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
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
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
Russia and the US are going to invade Canada soon. Hard to explain, but be prepared for Canada to no longer exist as a government.
Russia and the US are going to invade Canada soon. Hard to explain, but be prepared for Canada to no longer exist as a government.
Makes a specific unfounded claim about imminent invasion and Canada's government ceasing to exist.
@Karoke77
Mar 4, 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
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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)