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
At least someone is talking about this issue. Our immigration department seems so stupid that they don't track any information yet, still bringing more and more people with fake/tailored profile.
At least someone is talking about this issue.
Our immigration department seems so stupid that they don't track any information yet, still bringing more and more people with fake/tailored profile.
Makes specific claims about immigration department incompetence and fake profiles without evidence, presented as factual assertions.
waseem99
Oct 1, 2025
He forgot to mention that what has really happened is that the U.S. has surrendered to Russia...
He forgot to mention that what has really happened is that the U.S. has surrendered to Russia...
Makes a specific factual claim about U.S. surrender to Russia without evidence, presented as an unstated fact.
@awesomevideochannel75
Mar 4, 2025
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Makes specific factual claim that migrants are brought in to influence elections without evidence, combining conspiracy theory with policy criticism.
Pixelchicc
Jan 27, 2026
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
why always african are no 1 in making these videos,
canadian people concern i can understand,
but these people have some different agenda
Commenter makes an unsubstantiated claim about African people's video-making prevalence and implies a hidden agenda without evidence.
Unsteady12
Aug 25, 2025
If life in India is easier GO THE FUCK BACK! THEY DON'T HELP OUR ECONOMY AT ALL, THEY DON'T BORROW FROM OUR BANKS, THEY WORK FOR THIER OWN THOSE EMPLOYER GET 30% SUBSIDY ON THEIR …
If life in India is easier GO THE FUCK BACK! THEY DON'T HELP OUR ECONOMY AT ALL, THEY DON'T BORROW FROM OUR BANKS, THEY WORK FOR THIER OWN THOSE EMPLOYER GET 30% SUBSIDY ON THEIR WAGES AND THEY HELP THEIR OWN CLAIM LESS ON INCOME TAX SO THEY DON'T PAY TAXES. THE GOVERNMENT JUST HAS TO SEE THEIR HOMES,CARS AND BUSINESSES AND WONDER HOW SOMEONE MAKING 20K A YEAR CAN AFFORD ALL THAT.
Makes specific unsubstantiated claims about immigrant economic behavior (tax evasion, subsidy exploitation, wealth accumulation) presented as fact without evidence.
Ashley-ry4we
Oct 2, 2025
they did big things together at Jeffrey Epstein‘s island 7:26
they did big things together at Jeffrey Epstein‘s island 7:26
Makes an unsubstantiated conspiracy theory claim linking political figures to Jeffrey Epstein without evidence.
Unverified Claim
0.80
@pnwdissident
Mar 4, 2025
Don't worry every one working in cash and taking job from Canadian people
Don't worry every one working in cash and taking job from Canadian people
Makes specific factual assertion about immigrants working cash jobs and displacing Canadian workers without evidence.
JimmyGill-l5e
Oct 2, 2025
Trump...the Orange wrecking ball is acting like an agent for Russia
Trump...the Orange wrecking ball is acting like an agent for Russia
Makes an unsubstantiated conspiracy claim that Trump is a Russian agent without evidence.
@jonathanstein5049
Mar 4, 2025
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
Makes unsubstantiated claim about work type and calls for deportation to an incorrect country.
nouin12
Oct 2, 2025
In the U.S. Patels own 85% of all hotels. They operate tax-free for 5 years, then sell it to a family member, then the scam begins again. Same for Dunkin Donuts. The hotels are notoriously …
In the U.S. Patels own 85% of all hotels. They operate tax-free for 5 years, then sell it to a family member, then the scam begins again. Same for Dunkin Donuts. The hotels are notoriously filthy.
Presents specific unverified claims about Patel ownership percentages and alleged tax evasion schemes without evidence.
mattp4079
Jan 27, 2026
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
Makes a sweeping factual claim about immigrant work ethic ('laziest group') presented without evidence, framed as personal observation.
bananasandwiches1493
Oct 3, 2025
looks like an inside job
looks like an inside job
Vague conspiracy theory assertion ('inside job') presented without evidence or elaboration.
Unverified Claim
0.80
RS-sc2zr
Oct 2, 2025
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts …
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts out of there. Dodgy people they will corrupt this gorgeous country. I know few of them and have e posed them to the immigration too. Where is the bloody immigration now
Makes specific factual claims about work permit holders' behavior (rotating families, working abroad, corruption) without evidence, presented as personal knowledge.
HAASMALIK_1975
Oct 2, 2025
The greatest scammers in the world are Indians from India not natives in North America
The greatest scammers in the world are Indians from India not natives in North America
Presents an unsubstantiated claim about a specific ethnic group being 'the greatest scammers' while making identity-based generalizations.
SPACEMAN_2.0
Oct 1, 2025
There all working under the table..
There all working under the table..
Makes a sweeping factual claim about immigrant employment practices without evidence.
Unverified Claim
0.80
Mayalove2069
Oct 1, 2025
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. i've gotten 5 phone calls in the last week from scammers in India and other countries who get called out and hang up right away.
Combines unsubstantiated claims about immigrant criminality with fear-based rhetoric and calls for deportation.
zaonis4209
Oct 1, 2025
They are also taking free transit and leeching off ppl who actually pay for their fares.
They are also taking free transit and leeching off ppl who actually pay for their fares.
Makes a specific factual claim that immigrants are using free transit and not paying fares without evidence, framed as a threat to legitimate taxpayers.
cutiemegumi
Oct 1, 2025
Canada has been saturated with illegal immigrants
Canada has been saturated with illegal immigrants
Asserts a factual claim about saturation levels without evidence, framing it as a problem.
jacquelinebarnard649
Aug 26, 2025
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
Makes a specific conspiratorial claim linking immigrants to government gun control policy without evidence.
MegaBruceC
Aug 26, 2025
This isnt Justin talking. Its Klaus Schawb.\n\nGlobalist are *SCARED*
This isnt Justin talking. Its Klaus Schawb.\n\nGlobalist are *SCARED*
Makes unsubstantiated claim that Trudeau is a puppet of Klaus Schwab and globalists, presenting conspiracy theory without evidence.
@douglasjay9561
Mar 5, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)