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
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Makes unfounded apocalyptic claims about national collapse based on biblical interpretation, presenting conspiracy-like reasoning without evidence.
1186wolf
Feb 19, 2026
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
Makes a sweeping, stereotypical claim about a national group's driving abilities based on ethnic origin, presenting anecdotal bias as fact.
Olimpusmoons4real
Feb 19, 2026
Poopjeets 💩🇮🇳🍆🐷🕉️🤣
Poopjeets 💩🇮🇳🍆🐷🕉️🤣
Uses a dehumanizing slur with emojis targeting a specific ethnic/national group, constituting hate speech and misinformation.
randomdude58821
Feb 17, 2026
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm
Thats why theh both control the most of the place,
Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians
As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦
Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Makes fabricated historical and religious claims linking Zionism, Brahmanism, and caste systems to justify negative stereotyping of immigrant communities.
ytOz_AlexDan
Oct 1, 2025
Zelensky was willing to pay Trump $500 billion dollars (or 50%) out of Ukraine’s minerals. And was willing to allow Russia to occupy 20% of Ukraine’s territory. Trump and JD Vance are chastising Zelensky when …
Zelensky was willing to pay Trump $500 billion dollars (or 50%) out of Ukraine’s minerals. And was willing to allow Russia to occupy 20% of Ukraine’s territory. Trump and JD Vance are chastising Zelensky when all Zelensky wants in exchange of the mineral and territorial deal is a security guarantee that Putin will stop invading the rest of Ukraine.
Presents specific factual claims about negotiations between Trump, Zelensky, and Ukraine's minerals/territory without evidence.
Unverified Claim
0.90
@willburns9282
Mar 4, 2025
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
Makes a specific factual claim about Trump being a Russian asset since 1987 without providing evidence.
Unverified Claim
0.90
@danielvest9602
Mar 4, 2025
Trudeau is a CCP plant….
Trudeau is a CCP plant….
Conspiracy theory claiming Trudeau is a Chinese Communist Party agent without evidence.
@AmericaFirst1981
Mar 4, 2025
Im really suprised you people cant see, Putin is blackmailing Trump because he has plenty of evidence against him. Sexual deviance and other illegal actions. open your eyes
Im really suprised you people cant see, Putin is blackmailing Trump because he has plenty of evidence against him. Sexual deviance and other illegal actions. open your eyes
Presents specific factual claim about Putin blackmailing Trump with alleged evidence of illegal actions without substantiation.
Unverified Claim
0.90
@franklarson5604
Mar 4, 2025
Trump doesn’t have a choice in the matter because of the sex tape.
Trump doesn’t have a choice in the matter because of the sex tape.
Makes an unsubstantiated conspiracy claim about Trump being coerced by a 'sex tape' without evidence.
Unverified Claim
0.90
@rogermartinez78
Mar 4, 2025
All part of WEF plan!
All part of WEF plan!
Makes an unsubstantiated conspiracy claim attributing events to a WEF plan without evidence.
Unverified Claim
0.90
@markdickinson-pd4ip
Mar 4, 2025
“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
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
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
Great Replacement is Great Actually ✌🏾.
Great Replacement is Great Actually ✌🏾.
References the 'Great Replacement' conspiracy theory, a demonstrably false and alarmist narrative.
akeel6328
Jan 28, 2026
"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
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
Implies Indian and Pakistani immigrants commit more sexual assaults than African immigrants/Canadians, presenting unverified statistical claim as fact.
Firstslavee
Jan 28, 2026
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
Promotes the 'great replacement' conspiracy theory while dismissing media fact-checking as false.
poorfinnishpeasant911
Jan 27, 2026
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Fabricated ethnic/religious stereotype linking Punjabis to separatist movements, presented as fact with dismissive humor.
mehulpatil221
Feb 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)