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
I cant believe America is going to be communist, the worls turned on it head.
I cant believe America is going to be communist, the worls turned on it head.
Unsubstantiated claim that America is becoming communist, presented as factual assertion without evidence.
@retroghetto7646
Mar 4, 2025
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
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Trudeau liberals NDP only answer to klaus Shwabe WEF SCUM reign and call election you fn parasitic vermin you gave war criminal Zelinskie 25 billion to wage war and wanting World War 3 ,open borders
Makes unsubstantiated conspiracy claims (WEF control, war criminal accusations) mixed with fear-based rhetoric about open borders and world war.
@RobertButt-b6d
Mar 4, 2025
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
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
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
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Trump has a gold card he is peddling, and im guessing the drug cartels will be buying them up ...seems like a money laudering scheme to me .
Makes unsubstantiated claims about Trump's gold card scheme and money laundering without evidence, framed as speculation.
@Rmk4luv61
Mar 4, 2025
Trump hates heads of state that Klaus Schwab trained. Justin works for Globalist not the good Canadians
Trump hates heads of state that Klaus Schwab trained. Justin works for Globalist not the good Canadians
Makes unsubstantiated claims about Trudeau working for globalists and Klaus Schwab, presenting conspiracy-adjacent assertions.
@investwithjeff
Mar 4, 2025
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
Commenter makes unsubstantiated claims about recession as strategy and suggests covert attack without evidence.
@scottphillips2420
Mar 4, 2025
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
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Makes specific factual claims about organized crime connections without evidence, framed as a security threat.
@wilfredopadrojr.8059
Mar 4, 2025
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Makes a specific factual claim about a Nazi war criminal being praised in Canadian courts without evidence, presented as accusation.
@carlbernas1220
Mar 4, 2025
Trump just want destroyed everything to make Putin happy
Trump just want destroyed everything to make Putin happy
Makes an unsubstantiated claim linking Trump's actions to Putin without evidence, framed as conspiracy.
@susanh6217
Mar 4, 2025
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Makes unsubstantiated conspiracy claim about Russia developing UFO technology without evidence.
Unverified Claim
0.75
@Fat_Fish_Cant_Swim
Mar 4, 2025
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
Comment makes a specific factual claim about an Air India crash and alleged government cover-up without evidence.
@aroonv2000
Mar 4, 2025
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
Asserts a specific factual claim ('drug problem in Canada worse than USA') without evidence, combined with policy critique about stopping fentanyl.
@iluvmyJehovahJireh
Mar 4, 2025
Let crystal meth clear you provide 90 percent of all fentanol
Let crystal meth clear you provide 90 percent of all fentanol
Makes a specific factual claim about fentanyl production percentages without evidence; appears to reference China but is unclear.
Unverified Claim
0.75
@KayBaron-v6p
Mar 4, 2025
Putin is not a dictator
Putin is not a dictator
Makes a factual assertion about Putin's political status without evidence, contradicting widely documented information.
Unverified Claim
0.75
@PedroRivadeneira-n5x
Mar 4, 2025
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Makes unsubstantiated claims about globalist conspiracy and propaganda without evidence, combined with name-calling.
@robd5257
Mar 4, 2025
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on …
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on peoples personal accounts and asking for tax for money in the account.
Makes multiple specific factual claims about Canadian taxation (rainwater tax, account monitoring) presented without evidence.
@rimoxbrikha6558
Mar 4, 2025
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)