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
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Blames Liberal party for immigration-related problems, framing it as partisan political failure.
readinggorilla6365
Sep 10, 2025
More like fed-up with Liberal idiots which they need to be kicked out.
More like fed-up with Liberal idiots which they need to be kicked out.
Criticizes Liberal government handling of immigration and implicitly calls for their removal from office.
oliveriomedeiros4830
Sep 11, 2025
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and …
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and places to stay" is absurd that's misinformation, they neve get free hotels those are for europe and african refugees the indians temporarily move into overcrowded houses or apartments until they familiarize with the new country so they can minimize sky high rents and find friends and support but eventually move to their own condos as soon as they finish their courses and land jobs. Funniest of all 8:59 He says "they roam naked?" never saw indians naked here the only person naked is you man. Get well soon.
Detailed critique of misinformation and contradictions in video content, debunking specific claims about immigrant behavior and access to services.
lantherpagdi
Sep 19, 2025
The sad part is our politicians are weak and corrupt ! Liberals or Conservatives they are the same 💩 just a different pile !! Mass deposition and tough criminal justice system are the only solution …
The sad part is our politicians are weak and corrupt ! Liberals or Conservatives they are the same 💩 just a different pile !! Mass deposition and tough criminal justice system are the only solution to get our country back.
Criticizes political leadership as weak and corrupt, calling for mass deportation and criminal justice reform as solutions.
JellyDoughnuuuuut
Sep 8, 2025
I certainly don’t have any problems with most of these people on an individual level. However when the demographic radically change and there is not enough infrastructure to support people and assimilation is not happening …
I certainly don’t have any problems with most of these people on an individual level. However when the demographic radically change and there is not enough infrastructure to support people and assimilation is not happening it becomes a severe impediment to a flourishing nation.
Expresses concern about demographic change, infrastructure strain, and lack of assimilation as impediments to national flourishing, balancing individual acceptance with systemic concerns.
GeraldMillner
Sep 19, 2025
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them in again
Proposes specific policy reform requiring international students to return home before reapplying, with stricter credential verification.
ranjitbatth2365
Sep 13, 2025
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Calls for mass deportation of immigrants from the past 50 years, framing it as necessary 'cleanup' with underlying threat rhetoric.
koolbean2034
Sep 10, 2025
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. So people started keep practicing their own culture instead of adopting the Canadian culture. It's not their fault. That's human nature. Government should have controlled the immigration not letting large ethnic groups created within Canada.
Critiques government for insufficient cultural assimilation controls and argues policy should restrict ethnic community formation.
kg94837
Sep 7, 2025
Doesn't matter if a person is an immigrant, what matters is the quality of immigrants Canada permits to come. I am proud most Filipinos immigrate and work and blend in with the society. We try …
Doesn't matter if a person is an immigrant, what matters is the quality of immigrants Canada permits to come. I am proud most Filipinos immigrate and work and blend in with the society. We try not to be a burden to the government. True too with other nationalities that come over but unfortunately not all.
Argues for selective immigration policy based on immigrant quality and integration outcomes, with comparative reference to Filipino immigrants.
gracianomendoza8671
Aug 30, 2025
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses.
Nothing should be paid by the host country...NOTHING.
I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY.
SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT.
THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere.
If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA.
People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland.
Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting.
JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM.
Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence.
Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN.
From Canada 🇨🇦 ❤❤❤❤i subscribed, and love your message ❤️ on your channel.
From Canada 🇨🇦 ❤️❤️❤️
Critiques immigration policy regarding financial support, social services, and language accommodation; includes comparative framing and anecdotal claims about immigrant behavior.
dianelalonde544
Aug 29, 2025
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses.
Nothing should be paid by the host country...NOTHING.
I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY.
SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT.
THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere.
If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA.
People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland.
Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting.
JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM.
Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence.
Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN.
From Canada 🇨🇦 ❤❤❤❤
Identical to previous comment: critiques immigration policy, social benefits, and language services with comparative framing and anecdotal claims.
dianelalonde544
Aug 29, 2025
Trudeau needed votes.
Trudeau needed votes.
Brief criticism of government immigration policy motivation, implying political calculation rather than principled decision-making.
Policy Critique
0.80
redtyde76
Sep 8, 2025
Justin Trudeau's dangerous legacy
Justin Trudeau's dangerous legacy
Characterizes Trudeau's immigration legacy as dangerous, a direct critique of government policy direction.
Policy Critique
0.80
cedude69
Sep 8, 2025
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Criticizes government for differential treatment favoring immigrants over Canadian citizens, framing as unfair policy implementation.
claudette9428
Sep 8, 2025
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try to take over the country and transform it to something else nobody wants. The illegals continue to come in courtesy of Carney carrying the socialist torch from Trudeau.
Critiques immigration policy and assimilation failures while expressing anxiety about cultural transformation and loss of control.
NickLazar-i2f
Aug 30, 2025
Im fully in support of immigrants. However, if you come for school? You leave when you're done. Then come back properly. If you think Canada is free? Its not. DO YOUR PART... PROPERLY.
Im fully in support of immigrants. However, if you come for school? You leave when you're done. Then come back properly. If you think Canada is free? Its not. DO YOUR PART... PROPERLY.
Expresses conditional support for immigration while critiquing current policy on student visas and integration expectations.
JSSKA73
Aug 29, 2025
Important to remember conservatives are on record support this shit, none of them have your best interest at heart
Important to remember conservatives are on record support this shit, none of them have your best interest at heart
Critiques both Liberals and Conservatives as equally unsupportive of public interests, offering comparative political analysis without supporting either party.
Policy Critique
0.80
andrewhansen1785
Sep 4, 2025
Says the man who took the trucker’s jobs, the truckers trucks, and their life’s saving accounts.
Says the man who took the trucker’s jobs, the truckers trucks, and their life’s saving accounts.
Criticizes government policy (trucker-related actions) with reference to affected individuals' losses.
@derrickbronson3099
Mar 4, 2025
Canada needs to close the door for a few years
Canada needs to close the door for a few years
Advocates for a temporary moratorium on immigration as a policy position, framed as a direct call for government action.
GailBurfoot
Aug 30, 2025
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A change all this being. Said this they want you to toe the line and not thinku sweat the narrative as Marxism totalitarian covered in communism destroys our country.culture and rights Our birthright as peacekeepers even at stake they all say and do nothing tell lies and do nothing giving everything to everyone else while not taking of there own u know we all bleed red our fathers and mother s of all colours sacrificed and died for our freedoms and choices.as they say " if we don't learn from history we are bound to it again
Critiques government policies as eroding rights and freedoms while invoking national identity and historical sacrifice; rambling but primarily policy-focused.
RichardBrown-xn3pz
Aug 30, 2025
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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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