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
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
Makes specific factual claims about Toronto's demographics and alleged behavior of a group without evidence, presented as established fact.
dr.decker3623
Jan 27, 2026
Thanks to justin and mark carney!!! 2030 agenda
Thanks to justin and mark carney!!! 2030 agenda
Makes conspiratorial claims linking Trudeau and Mark Carney to the UN's 2030 Agenda without substantiation.
ShitboxNation
Jan 27, 2026
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
Makes vague, unsubstantiated claims about surveillance networks and Indian nationals without factual basis.
Unverified Claim
0.75
JoshGaz-dp6hy
Jan 27, 2026
USA CIA should pay the punjabis to incite a revolution in Brampton
USA CIA should pay the punjabis to incite a revolution in Brampton
Makes an unsubstantiated conspiratorial claim about CIA involvement in inciting revolution, presenting fabricated geopolitical narrative.
davidkosman9179
Jan 27, 2026
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Racist stereotype and mock language presented as commentary, combining false claims with dehumanizing satire.
Burneygames
Jan 27, 2026
Democrats !!! Are behind all of this trying to destroy Trump
Democrats !!! Are behind all of this trying to destroy Trump
Asserts without evidence that Democrats are orchestrating events to destroy Trump, presenting a conspiracy theory.
@rafealrafeal6716
Mar 4, 2025
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
Presents a specific factual claim about Khalistan separatists controlling border infrastructure without evidence, framed as personal experience.
QuinnDonaldson
Jan 27, 2026
No doubts \nDemocrats are all behind this
No doubts \nDemocrats are all behind this
Makes unsupported factual assertion that Democrats are unified behind a specific position without evidence.
Unverified Claim
0.75
@rafealrafeal6716
Mar 4, 2025
Well now trump can buy the Russia gas and oil they will be happy well done.
Well now trump can buy the Russia gas and oil they will be happy well done.
Makes a specific factual assertion about Trump's trade intentions with Russia without evidence, presented as a claim about future policy.
@madeleinegybels5389
Mar 4, 2025
200 billion American taxpayer dollars to Canada each year? What for? Have Canadians already forgot Trudeau tyranny during covid when he shut down peaceful protests from truck drivers by stealing their Bank accounts?
200 billion American taxpayer dollars to Canada each year? What for? Have Canadians already forgot Trudeau tyranny during covid when he shut down peaceful protests from truck drivers by stealing their Bank accounts?
Makes specific unsourced factual claim about '$200 billion annual US taxpayer dollars to Canada' and references unverified allegations about Trudeau's COVID-era actions.
@kimrice5907
Mar 4, 2025
I was told they are taking Taxis to cross the border...
I was told they are taking Taxis to cross the border...
Presents a specific factual claim about border crossing methods without evidence.
Unverified Claim
0.75
SINGULARSEEKER
Nov 13, 2025
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Uses deflection and makes unsubstantiated claims about scamming/looting by a nationality, mixing sarcasm with false generalizations.
jonas19999
Jan 28, 2026
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple …
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple times that Target isn't the Bazaar, I can't just negotiate paying tax lol.
Makes a generalized factual claim about Indian customers' behavior without evidence, stereotyping an ethnic group.
thebasedpotato
Nov 12, 2025
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Makes specific factual claim about crime rates by religious/ethnic groups without evidence, presented as basis for immigration policy discussion.
theurbanmonkss4743
Nov 11, 2025
You can go get a crack pipe at a vending machine in Canada shut up
You can go get a crack pipe at a vending machine in Canada shut up
Specific factual claim about drug vending machines in Canada presented without evidence as criticism.
@alexocasio7150
Mar 4, 2025
Trump is Putin's asset. Putin wants to destroy Western democracy. He is succeeding. \n\nTime to wake up or be forgotten.
Trump is Putin's asset. Putin wants to destroy Western democracy. He is succeeding. \n\nTime to wake up or be forgotten.
Makes unsubstantiated claim that Trump is Putin's asset and that Putin is destroying Western democracy, presented as fact without evidence.
@DimaZheludko
Mar 4, 2025
Send s it to China. Owned by china
Send s it to China. Owned by china
Makes an unsubstantiated claim that something is owned by China without evidence.
Unverified Claim
0.75
@davidnelson5891
Mar 4, 2025
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems …
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems and spreading lies to keep the division going!!! That is the whole plan with this whole Ukraine deal!!! Stop funding the wars and we could all move forward not with this BS!!!
Makes unsubstantiated claims about Trudeau spreading lies and a hidden agenda involving Ukraine funding, framed as conspiracy.
@JoseLopez-md6lx
Mar 4, 2025
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business!
If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Makes unsubstantiated claim about immigration lawyers coaching migrants with fabricated statements, presented with sarcastic tone.
davidmartin7931
Nov 21, 2025
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Makes an unverified causal claim connecting the PM's appointment to a trip to the UK without evidence.
Unverified Claim
0.75
LindaPavelka
Nov 21, 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)