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
Their Bollywood Hindu actors and politicians drink cow urine and poop and admitted publicly. That’s normal for them. You can smell sh— when you go to their grocery stores in US and Canada.
Their Bollywood Hindu actors and politicians drink cow urine and poop and admitted publicly. That’s normal for them. You can smell sh— when you go to their grocery stores in US and Canada.
Contains fabricated stereotypes and false claims about cultural practices paired with xenophobic sensory disgust rhetoric.
Sam-m5b5q
Feb 7, 2026
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs forming there’s so many guys now.
Fabricated claim linking immigration to gang recruitment with partisan blame, combining false statistics with alarmist rhetoric.
oneeyedwilly65
Feb 25, 2026
The biggest biological weapons on earth
The biggest biological weapons on earth
Dehumanizing conspiracy theory comparing people to biological weapons without evidence or context.
jesusonXTC
Feb 8, 2026
The gov created fentinyl
The gov created fentinyl
Makes a specific factual claim about government creation of fentanyl without evidence.
Unverified Claim
0.90
@nomadbarka7407
Mar 4, 2025
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Presents demonstrably false stereotypes and sweeping generalizations about an entire nationality as fact.
thetruth392
Jan 29, 2026
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
References the debunked 'Kalergi Plan' conspiracy theory about European demographic replacement, combining false claims with antisemitic imagery.
rafi_rfk
Mar 1, 2026
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Contains demonstrably false and inflammatory claims ('bioweapons', 'invaded & destroyed') that are conspiracy-like and factually baseless.
DanWolverine
Mar 1, 2026
U dont make movie about pedo jews
U dont make movie about pedo jews
This contains a fabricated, inflammatory claim that conflates ethnicity with criminal behavior, representing both misinformation and identity-based attack.
idontknowname-rl8yb
Feb 9, 2026
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
Contains dehumanizing slurs and fabricated claims about immigration policy, combining conspiracy-like rhetoric with ethnic stereotyping.
jolly-rancher
Jan 27, 2026
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place.
If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Presents conspiracy theories about white replacement, Israel, and global control alongside demonstrably false claims about demographics and birth rates.
descentmvm
Mar 2, 2026
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Makes false claims about parallel societies and fabricated comparisons to India's treatment of white people while expressing civilizational decline anxiety.
6530517
Jan 29, 2026
Sundar Pichai blocked this video for 5 days
Sundar Pichai blocked this video for 5 days
This is a conspiracy theory claiming that a Google executive censored the video, presenting an unfounded claim as fact.
Unverified Claim
0.89
shredderz3w
Feb 4, 2026
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
Conflates 'foreign nationals' with 'illegal migrants' and invokes conspiracy theory about WEF agenda without evidence.
diannemcbeth7428
Feb 18, 2026
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Makes unsubstantiated claims linking Canadian immigrants to terrorism and separatism, presenting conspiracy-like allegations without evidence.
bhanupratapsharma7350
Jan 27, 2026
I don't blame them. We are not importing the best anymore. 7500 criminals have been intentionally brought in by criminals since 2015. Plus we also have 400 hamas operators here.
I don't blame them. We are not importing the best anymore. 7500 criminals have been intentionally brought in by criminals since 2015. Plus we also have 400 hamas operators here.
Presents specific unsubstantiated claims ('7500 criminals intentionally brought in', '400 Hamas operators') as factual assertions without evidence.
jasonplante191
Dec 7, 2025
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Incoherent message combining false claims with dehumanizing language and calls for deportation.
kosovoalbanian
Jan 27, 2026
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Makes a false causal claim linking driving problems to specific ethnic groups without evidence, promoting harmful stereotypes.
P_R_I_N_C_3
Jan 27, 2026
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Asserts specific factual claims about 'millions of illegal/not eligible people from India' without evidence, presented as fact rather than opinion.
JacobAdam-l9k
Dec 24, 2025
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
"ra** is not against their culture" 😂😂
indian and african are the same😂
both is a 🥷🏽🥷🏽🥷🏽
Makes false generalizations equating ethnic groups and uses dehumanizing language to spread inflammatory stereotypes.
MrBombastic_007
Jan 27, 2026
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and …
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and destroy everything and make it ugly.
Unsubstantiated claims about cultural attitudes, caste-based discrimination, and destructive behavior presented as fact without evidence.
jeremysmith5919
Jan 27, 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)