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
Search & Filter
Unverified Claim
3,221 comments
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Makes an unsubstantiated conspiratorial claim about government spending on asylum rejectees, presented with sarcastic tone.
Saint_Sade
Feb 27, 2026
Did you hear the guy on the bicycle said about African? That is worse than Hitler
Did you hear the guy on the bicycle said about African? That is worse than Hitler
References an unverified claim about someone's statement and makes an extreme comparison to Hitler without clear context or evidence.
asmane73
Feb 26, 2026
WEF agenda. We need to break up this nation.
WEF agenda.
We need to break up this nation.
References conspiracy theory (WEF agenda) and calls for national dissolution, mixing unsubstantiated claims with radical rhetoric.
christianrobertdemassy900
Feb 26, 2026
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
Incoherent statement with apparent misspellings making unsubstantiated claims about deaths and refugee policy, combining false information with threat framing.
jeremiekasongo300
Feb 26, 2026
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Asserts unsubstantiated conspiracy claim about a data-collection scam, with self-aware irony about conspiracy theorist label.
monicaamsterdam7427
Feb 26, 2026
300? I bet there is 30000
300?
I bet there is 30000
Suggests official statistics are drastically underestimated without evidence, implying hidden numbers.
SiriasisBand
Feb 18, 2026
Probably wanted in India
Probably wanted in India
Makes an unsubstantiated claim that someone is 'wanted in India,' suggesting criminal status without evidence.
Thedogsarehungry
Feb 18, 2026
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Posts a religious text quote seemingly to support discriminatory views about women, using selective/decontextualized religious authority as false evidence.
Unverified Claim
0.75
GrambanglaRestaurant
Feb 23, 2026
Индия дермо канада дермо америка дермо вас надо всех раз бомбить чтоб воздух в планете чииши стало и еврейв тоже
Индия дермо канада дермо америка дермо вас надо всех раз бомбить чтоб воздух в планете чииши стало и еврейв тоже
Contains inflammatory, incoherent statements with hateful rhetoric and conspiracy-like language that appears to be misinformation or extremist content.
варабек
Feb 22, 2026
i don't see Indians asking for money and begging
i don't see Indians asking for money and begging
Makes a sweeping, unsubstantiated generalization about Indian immigrants' behavior that appears designed to contrast them favorably with other groups, combining stereotype with false claim.
Chano601
Feb 23, 2026
farting to ISLAM and INDIA with wrapped thier head
farting to ISLAM and INDIA with wrapped thier head
Contains incoherent, inflammatory language targeting religious/ethnic groups with no factual basis, combining misinformation with identity-based framing.
kjo68
Feb 22, 2026
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
Makes inflammatory and false generalizations about Indian religious practices, combining misinformation with hostile framing.
paula_koo
Feb 21, 2026
They will change their name and come back.
They will change their name and come back.
Makes an unsubstantiated claim about immigrants evading restrictions through identity changes, combining conspiracy-like thinking with security anxiety.
@jackg5094
Feb 20, 2026
They find a way to comeback....... Election chair for extortion and violent home invasion. THE END!
They find a way to comeback.......
Election chair for extortion and violent home invasion. THE END!
Makes unsubstantiated criminal allegations (extortion, violent home invasion) without evidence, combining false claims with alarmist framing.
@rsabha1
Feb 20, 2026
Follow the $ MONEY ! !
Follow the $ MONEY ! !
Vague conspiratorial insinuation about hidden financial motives without substantive evidence, suggesting corruption.
@johnemorrison-kj3ox
Feb 21, 2026
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
The cops. Are. Corrupt
The government's been committing. TREASON...
🤬🙈⚖️💵🕳️
Makes inflammatory accusations of government treason and police corruption without evidence, using symbolic language.
@Laura-he4ds
Feb 19, 2026
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Speculates about media suppression and institutional cover-ups without evidence, suggesting conspiratorial thinking.
@emporergrimes
Feb 19, 2026
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work for Indian trucking companies that paid them as contractors so the company pays them as contractors and it's up to that employee whether or not they file their taxes while they can't even they don't even have a social insurance number
Makes unsubstantiated claims about Indian immigrants overstaying visas and tax evasion, presenting speculation as fact without evidence.
@bergenjohan1920
Feb 19, 2026
Rcmp is complicit in these crimes.
Rcmp is complicit in these crimes.
Makes an unsubstantiated claim about RCMP complicity in crimes without evidence, suggesting a conspiracy.
@mitchyagel
Feb 19, 2026
The intentional destruction a controlled decline began with Trudeau continues with Carney
The intentional destruction a controlled decline began with Trudeau continues with Carney
Makes unsubstantiated claim of intentional destruction and controlled decline by named officials.
phillip4742
Feb 17, 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)