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
The main stream media let's it go unnoticed,
The main stream media let's it go unnoticed,
Suggests mainstream media is deliberately concealing information, a common conspiracy framing without evidence.
snakinsam7222
Feb 18, 2026
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Presents a specific numerical claim about migration numbers without evidence and implies negative consequences without substantiation.
madjoe8622
Aug 25, 2025
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
Makes unsubstantiated claims linking illegal immigrants to serious crimes and demands deportation action.
NareshMoirangthem-o8r
Aug 25, 2025
These people smells soo much armpits smell
These people smells soo much armpits smell
Makes a dehumanizing, unsubstantiated generalization about a group of people without evidence or context.
Unverified Claim
0.75
bunnyhelper7791
Aug 25, 2025
Trump is under pagan Hindu witchcraft of Modi and team. Don’t worry friends, Lord Jesus will intervene. Trump will be impeached and will go down in history as one of the most foolish Presidents US …
Trump is under pagan Hindu witchcraft of Modi and team. Don’t worry friends, Lord Jesus will intervene. Trump will be impeached and will go down in history as one of the most foolish Presidents US ever had!
Makes unfounded conspiracy claims about Trump being under 'pagan Hindu witchcraft' without evidence, mixed with religious commentary.
@Godloveseventheleast
Mar 4, 2025
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
Makes a conspiracy-theory claim that Western nations are coordinating 'civilizational suicide' through immigration without evidence.
mclager88
Jun 20, 2025
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
References unsubstantiated conspiracy claim about '$45 tril stolen by leaders,' presenting fabricated statistics as fact.
ShivanMahadeo
Feb 18, 2026
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg
Jun 17, 2025
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Makes specific unsubstantiated claims about Indian and Middle Eastern truck drivers' behavior without evidence.
Doofwarrior88
Jan 27, 2026
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Makes vague but specific claim that nation was 'sold out to the enemy' without evidence, framing immigration as consequence of betrayal.
IDIOMRADIO
Jun 20, 2025
Will get fast tracked for Cana citizenship...
Will get fast tracked for Cana citizenship...
Unsubstantiated claim about expedited citizenship processing for specific groups.
sparklessconnectionselectrical
Feb 18, 2026
Non sensical….trade waar…..fentanyl distributor for North America
Non sensical….trade waar…..fentanyl distributor for North America
Makes vague accusations about trade war and fentanyl distribution without specific evidence, combining criticism with unsubstantiated claims.
@Sssamaa-c8w
Mar 5, 2025
To please master Putin, Trump and JD Vance are coercing Zelensky to give away Ukraine’s minerals and territorial sovereignty without security guarantees that Russia will not invade the rest of Ukraine.
To please master Putin, Trump and JD Vance are coercing Zelensky to give away Ukraine’s minerals and territorial sovereignty without security guarantees that Russia will not invade the rest of Ukraine.
Makes specific factual claims about Trump, Vance, and Zelensky negotiations without evidence; appears off-topic to Canadian immigration discussion.
@willburns9282
Mar 4, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3
Mar 5, 2025
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Makes unsubstantiated claims about immigrant education levels and welfare dependency, then adds partisan conspiracy theory about Liberal voting incentives.
joeking7404
Feb 18, 2026
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
Makes an unsubstantiated claim that a political figure is a 'Manchurian' (controlled agent), combining conspiracy theory with threat framing.
@longliveliberty2257
Mar 5, 2025
It all makes perfect sense when you think Donald has russian passport. Very unfortunate to americans.
It all makes perfect sense when you think Donald has russian passport. Very unfortunate to americans.
Makes an unsubstantiated claim about Trump holding a Russian passport without evidence.
@kariknuuttila5796
Mar 5, 2025
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, …
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, doing pee stuff, that he’s willing to tank America and the rest of the western world? \nPutin cannot believe his luck, regardless of why it’s happening.
Presents unsubstantiated conspiracy theory about Trump's alleged compromising video and Russian influence without evidence.
@alainnervedamaged1669
Mar 4, 2025
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
States specific tariff percentages and timeline without citation or evidence, presented as factual assertion.
Unverified Claim
0.75
@JoeCruzRE
Mar 4, 2025
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
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)