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 should have Atomic ka-blammied InDiA instead of Japan....
We should have Atomic ka-blammied InDiA instead of Japan....
Inflammatory reference to nuclear weapons targeting India, combining false/extreme rhetoric with xenophobic sentiment.
Tier1Norseman
Jan 27, 2026
Angry streetshitters incoming
Angry streetshitters incoming
Uses a dehumanizing slur and fabricated stereotype to spread xenophobic misinformation about immigrants.
FinalCrusad3
Jan 27, 2026
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
Makes false comparative claims ranking ethnic/religious groups by work ethic and morality, promoting harmful stereotypes and discriminatory framing.
markmegan8535
Jan 27, 2026
Only one thing can explain Trump behavior, secret obligations to putin.
Only one thing can explain Trump behavior, secret obligations to putin.
Presents unsubstantiated conspiracy theory linking Trump's behavior to secret obligations to Putin.
Unverified Claim
0.85
@timshal2
Mar 4, 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
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
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
Trump has a deal done with Putin,all the raw materials he wants,and the kgb and mossad know all about the little visits to the island,that is what it was there for
Trump has a deal done with Putin,all the raw materials he wants,and the kgb and mossad know all about the little visits to the island,that is what it was there for
Presents conspiracy theory claims about Trump-Putin dealings and alleged blackmail without evidence, combining unsubstantiated allegations with threat framing.
@johnmeyler7402
Mar 4, 2025
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual claim that Trump is a Russian asset without providing supporting evidence.
Unverified Claim
0.85
@MrDanielemg
Mar 4, 2025
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
Putin is a lying dictator just like you who welcomes terrorists from all over the world to take shelter in Canada
Putin is a lying dictator just like you who welcomes terrorists from all over the world to take shelter in Canada
Makes a specific factual claim (Canada welcomes terrorists) without evidence, combining it with inflammatory rhetoric.
@john-fr5yd
Mar 4, 2025
I just noticed something. WHY IS IT ONLY WHITEs and blacks THAT ARE HOMELESS. NONE OF THE IMMIGRANTS ARE HOMELESS !!!!!!
I just noticed something. WHY IS IT ONLY WHITEs and blacks THAT ARE HOMELESS. NONE OF THE IMMIGRANTS ARE HOMELESS !!!!!!
Makes a specific factual claim (only whites and blacks are homeless, no immigrants are homeless) presented without evidence, implying preferential treatment.
doobydude420
Aug 28, 2025
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the …
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the weapon they could. This weapon attacked fertility for those who took it. Also attacked health on an extremely high scale. How many are not breathing now because they got it?
Makes multiple unsubstantiated claims about government as 'death cult,' vaccines as weapons, and fertility attacks.
sherrywest4493
Aug 25, 2025
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under …
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under the pretence of studying
Makes unsubstantiated claims about immigrant crime rates and student visa fraud across multiple countries, presented as established fact without evidence.
sahil_patanwala
Oct 2, 2025
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out …
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out the white people and make it another india. We aren't loosing our culture, we have LOST itl too late, son of castro and carnage carney were both placed in their position by the WEF to kill this country so that Claus Schwab can come in and buy it up it is ALL planned and going very well for them. 817,000 people coming into this country is an INVASION not immigration and the majority of them are cochroaches. IMPO
Makes multiple unsubstantiated claims about immigration as invasion, demographic replacement, and conspiracy involving WEF, combined with dehumanizing language.
grumpymedik
Sep 8, 2025
Most of Punjabi people destroy Canada education sector
Most of Punjabi people destroy Canada education sector
Makes an unsubstantiated claim that Punjabi people are destroying Canada's education sector without evidence.
RoyalMax-k7l
Oct 3, 2025
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
Makes unsubstantiated claim that government immigration policy is deliberately designed to impoverish and control citizens, presenting conspiracy theory without evidence.
LenTube25
Aug 28, 2025
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
Asserts without evidence that the government deliberately imports Indians to displace native workers, combining conspiracy framing with economic grievance.
sauronthegreat5799
Sep 22, 2025
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Makes unsubstantiated claims about fraudulent Indian students and implies government conspiracy without evidence.
Harry8989-d9z
Oct 27, 2025
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Makes unsubstantiated claim about international students attending trucking schools while criticizing the guest for not acknowledging this alleged fact.
OTRUSCAN
Jan 20, 2026
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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)