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
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Policy Critique
5,980 comments
They have a massive country why don’t they fix their country before jumping ship and making everywhere else where they left. It’s not racist or xenophobic to ask why people would rather make a new …
They have a massive country why don’t they fix their country before jumping ship and making everywhere else where they left. It’s not racist or xenophobic to ask why people would rather make a new country into their home country as opposed to fixing their problems at home.
Critiques immigration policy by questioning why people immigrate rather than fix home countries, framed as a legitimate policy question.
NikolasSerpanos
Jan 28, 2026
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Critiques selective journalism and distinguishes between immigration and asylum seekers as policy categories, with personal identity context.
GurloveKahlon
Jan 28, 2026
Don’t be fooled, Trudeau has made the opposition in Canada much more popular with his “good talk/ opposite results. The Dems lost for this exact reason in the US America will be strong either way. …
Don’t be fooled, Trudeau has made the opposition in Canada much more popular with his “good talk/ opposite results. The Dems lost for this exact reason in the US America will be strong either way. Canadians are much stronger without Trudeau no matter what they decide to do. I am sure many would agree no matter what side of the political spectrum they’re on.
Critiques Trudeau's governance and popularity while comparing Canadian and US political outcomes.
@tytyty55ty
Mar 4, 2025
All the Liberal governments fault, yet everybody voted Liberal again…
All the Liberal governments fault, yet everybody voted Liberal again…
Blames Liberal government policy while critiquing voter behavior, implying need for political change.
dpkts
Jan 27, 2026
Welcome to the Liberal's Canada. We're cooked!
Welcome to the Liberal's Canada. We're cooked!
Blames Liberal government for immigration policy while expressing existential concern ('we're cooked'), combining political criticism with alarmism.
hockeyAAAA
Jan 27, 2026
This is Canada. You can't carry a knife to defend yourself.
This is Canada. You can't carry a knife to defend yourself.
Commenter critiques Canadian law restricting knife carrying for self-defense purposes.
Policy Critique
0.80
TwoWheelWarrior
Jan 27, 2026
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian …
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian government needs to take right steps.
Self-identified Indian commenter criticizes both Indian immigrants and Canadian visa policy, calling for government restrictions.
littleencounters
Jan 27, 2026
just don’t give them HGV licenses!
just don’t give them HGV licenses!
Proposes a specific policy restriction targeting a particular immigrant group's access to commercial driving licenses.
Policy Critique
0.80
shaun4443
Jan 27, 2026
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton.
Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard!
Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Critiques immigration policy and government priorities while expressing demographic anxiety and selective preference for certain immigrant groups, framed as policy analysis.
connarvangrant6141
Jan 27, 2026
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that …
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that the blue plates are reaping what they sow. Ps come to Alberta @tyler give ya some more perspective and see why Alberta is separating. This is a huge part of it
Criticizes Ontario's immigration policy as self-inflicted, compares provinces, and frames issue along political lines.
2012darkey
Jan 27, 2026
The liberal goverment only wanted their money, it is and was a scam all along. Shame on Trudeau and Carney. The housing crisis is not the amount of people but the insane regulations to gain …
The liberal goverment only wanted their money, it is and was a scam all along. Shame on Trudeau and Carney. The housing crisis is not the amount of people but the insane regulations to gain more money for a substandard tiny houses.
Criticizes government immigration policy as financially motivated scam while attributing housing crisis to regulations rather than immigration volume.
rarts2000
Nov 21, 2025
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
Criticizes Canadian voters and government policy decisions, warning of consequences.
LucasJackson_37
Jan 27, 2026
Trudeau was, before Trump's second term, deeply unpopular and on his way out.\n\nOnly a numptie like Trump can make Canada's most unpopular PM in decades popular again.
Trudeau was, before Trump's second term, deeply unpopular and on his way out.\n\nOnly a numptie like Trump can make Canada's most unpopular PM in decades popular again.
Critiques Trudeau's unpopularity while comparing his standing relative to Trump's influence.
@Conn30Mtenor
Mar 4, 2025
He's forcing people to say something nasty about Indians but for most part the localities seemed fine
He's forcing people to say something nasty about Indians but for most part the localities seemed fine
Critiques the video's editorial approach for potentially manipulating subjects into negative statements while noting actual conditions seemed acceptable.
Vinnnnnnnnnn123
Jan 27, 2026
Trump is practicing the business of the fist. He tries to hide his incompetence throwing the guiltiness on allies. You really have to ask yourself if this idiot works for the interest of America or …
Trump is practicing the business of the fist. He tries to hide his incompetence throwing the guiltiness on allies. You really have to ask yourself if this idiot works for the interest of America or against.
Analyzes and criticizes Trump's political strategy and competence in handling international relations.
Policy Critique
0.80
@silviuvarzaru9664
Mar 4, 2025
What trump is doing is sheer hurtful lunacy. He’s just bullying. Why? Some republican sanewasher said on CNN Taiwan was building a chip factory in America because of tariffs. That’s bs. It will take YEARS …
What trump is doing is sheer hurtful lunacy. He’s just bullying. Why? Some republican sanewasher said on CNN Taiwan was building a chip factory in America because of tariffs. That’s bs. It will take YEARS for industries to move to America because of tariffs. And there’s just no need. Wonder if trumps new hairdo is hiding horns because he is doing evil, hurtful stuff and helping nobody but the rich. LOVE YA CANADA!!
Criticizes Trump's tariff policy as harmful and bullying, includes unsubstantiated claim about Taiwan chip factory, and expresses solidarity with Canada.
@jesss3725
Mar 4, 2025
Canada’s government should be ashamed
Canada’s government should be ashamed
Commenter is expressing disapproval of government actions regarding immigration policy.
TJames69
Jan 27, 2026
Unbelievable. There's statues idek existed here. MY COUNTRY & MY GOVT FKN SUCKS!! 😑 💀 *God Help Us*
Unbelievable. There's statues idek existed here. MY COUNTRY & MY GOVT FKN SUCKS!! 😑 💀
*God Help Us*
Commenter expresses strong disapproval of government and country, criticizing immigration-related policies and national direction.
Kerify
Jan 27, 2026
I call this the poverty pimp industry, its main purpose is to privide a bunch of govt hacks with a good well paying govt job. Why do we need more immigrants or govt hacks? Google …
I call this the poverty pimp industry, its main purpose is to privide a bunch of govt hacks with a good well paying govt job. Why do we need more immigrants or govt hacks? Google poverty pimp industry to understand this better. Canada has become an ecofacsist,socialist basket case govern by the village idiots.
Critiques government immigration and bureaucratic systems as self-serving, with unverified claims about 'poverty pimp industry' and governance failures.
brianmcintyre8563
Jan 23, 2026
We not invaded Canada.... Canada government allow them to come in....
We not invaded Canada.... Canada government allow them to come in....
Argument that the Canadian government is responsible for immigration policy decisions, deflecting blame from immigrants themselves.
Policy Critique
0.80
worldtraveller1095
Jan 27, 2026
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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)