Skip to content
Canadian Immigration Dashboard [ CID ]
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

Search comment text, filter by category or video
Clear all

Policy Critique

5,980 comments
Page 75 of 299
I'm all for referenda, the trouble is when government picks the issue, they are usually doing so for political reasons, not legislative ones. Harper pulled the same thing when he took a first nations treaty …
I'm all for referenda, the trouble is when government picks the issue, they are usually doing so for political reasons, not legislative ones. Harper pulled the same thing when he took a first nations treaty agreement that had been twenty years in the making between THREE levels of government and threw it to a referendum of a population that had NO idea what it was about, so they just reacted along racist lines thinking 'first nations are taking over'. But in any case, a referenda is better than not, sure as hell wish we had Citizens Initiatives in my province to stop some of the horrible public policy decisions.
Analyzes referendum mechanisms critically, provides historical example of government misuse, and argues for better democratic processes like citizen initiatives.
@mikearchibald744 Feb 20, 2026
Hey Danielle, do these people you are trying to kick out of our social programs pay taxes and contribute to these programs? Why should they have to pay twice? I have a better idea, how …
Hey Danielle, do these people you are trying to kick out of our social programs pay taxes and contribute to these programs? Why should they have to pay twice? I have a better idea, how about you implement responsible fiscal policy instead of fear mongering against immigrants. It may be a good idea to regain the revenue you lost when you cut corporate taxes.
Critiques government policy on immigration and social programs while arguing for responsible fiscal policy instead of fear-mongering.
@campbellssoup7870 Feb 20, 2026
Still 45k too much…
Still 45k too much…
Expresses opposition to immigration numbers, suggesting even the stated figure is too high, critiquing immigration policy volume.
Pkle_Rick Dec 6, 2025
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their …
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their cases and their unfair treatment with their files, and it is a big dilemma. I hope that the government of Canada forms a fair community and ask them to audit the immigration ministry, and they will find huge corruption.
Criticizes immigration ministry procedures and treatment of immigrants, calling for government audit and reform due to alleged corruption and unfair practices.
makradi Nov 25, 2025
Lieberals ruined Canada….
Lieberals ruined Canada….
Blames a political party for national decline, combining partisan criticism with implicit identity-based framing about who belongs in Canada.
noblewarrior4776 Feb 27, 2026
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Primarily critiques Canadian immigration policy and the point system as too lenient, with embedded unverified claims about fake universities and agent scams, plus comparative framing about historical immigration patterns.
dishanthakur8570 Dec 3, 2025
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Criticizes Trudeau's policies as responsible for Quebec's problems, attributing blame to federal government decisions.
denlec6455 Nov 21, 2025
Hey did you not steal your people's money from there bank accounts ? I will wait for your response Justin! Hey thought you said you had no interest in baning gun in your country also.
Hey did you not steal your people's money from there bank accounts ? I will wait for your response Justin! Hey thought you said you had no interest in baning gun in your country also.
Combines accusations of financial misconduct and gun policy criticism, with unverified claims presented as fact.
@gruffsbadmojo Mar 4, 2025
Worst president ever.Shame for America
Worst president ever.Shame for America
Harsh criticism of the U.S. president's performance and leadership.
@I.M.Mitrovski Mar 4, 2025
Trump's so called art of deal is backfiring tremendously and the one who suffers are people like us who are only trying to get by
Trump's so called art of deal is backfiring tremendously and the one who suffers are people like us who are only trying to get by
Criticizes Trump's trade policy as harmful to ordinary people trying to survive, combining policy analysis with personal impact.
@fieradrake7855 Mar 4, 2025
Shut that website down we don't need anymore we need to help our own
Shut that website down we don't need anymore we need to help our own
Criticizes immigration policy and calls for prioritizing domestic citizens over immigration programs.
makingityummilli1976 Nov 24, 2025
This trumps leadership only billionaires will survive not poor americans
This trumps leadership only billionaires will survive not poor americans
Criticism of Trump's leadership policies with focus on economic inequality and class impact.
@CatherineSakala-ej5os Mar 4, 2025
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
Criticizes unfair immigration policy practices that disadvantage skilled workers seeking permanent residency.
BRUSEMISSIONTRAVEL Nov 24, 2025
How I wish we had a sane decent leader. Who knows, maybe we'll have a military coup at this point. Thank you Canada for being sane and rational, hopefully we will recover and get a …
How I wish we had a sane decent leader. Who knows, maybe we'll have a military coup at this point. Thank you Canada for being sane and rational, hopefully we will recover and get a Biden type who cares about all citizens and our place in the world again...
Criticizes current leadership as insane/irrational and expresses desire for different governance, with comparative framing to Biden and implicit national identity concerns.
@elizabethheyenga9277 Mar 4, 2025
Voter restriction in Canada, really??? Last time I checked there’s a board called Election Canada and a piece of paper called “voter cards”. What about married women who have their names changed? Or ppl living …
Voter restriction in Canada, really??? Last time I checked there’s a board called Election Canada and a piece of paper called “voter cards”. What about married women who have their names changed? Or ppl living in rural areas with missing paperwork???
Challenges voter restriction policy by questioning its practical implementation and raising concerns about marginalized groups (married women, rural residents), combining policy critique with implicit questions about fairness.
@mabel6664 Feb 20, 2026
Trudea is bankrupting his own middle class.\nWho cares what he thinks.
Trudea is bankrupting his own middle class.\nWho cares what he thinks.
Criticizes government policy (Trudeau's economic management) and dismisses his authority on the issue.
@thedude9199 Mar 4, 2025
TRUDEAU YOU IDIOT YOU SHOULD HAVE BEEN ON THE DRUGS PROBLEM LONG AGO AND THE IMPORTING OF CRIMINALS AND TERRORISTS,YOU ARE THE PROBLEM, YOU DID NOTHING BUT HAND OUT FREE OPIODS, YOU ARE A DRUG …
TRUDEAU YOU IDIOT YOU SHOULD HAVE BEEN ON THE DRUGS PROBLEM LONG AGO AND THE IMPORTING OF CRIMINALS AND TERRORISTS,YOU ARE THE PROBLEM, YOU DID NOTHING BUT HAND OUT FREE OPIODS, YOU ARE A DRUG DEALER KILLING THOUSANDS, THE TRUDEAU CARNAGE CLIMATE CARTEL
Attacks Trudeau's handling of drug and immigration policy while expressing security/safety concerns about criminals and terrorists.
@gerrycooper8118 Mar 4, 2025
I wish Canada would serious about their border!
I wish Canada would serious about their border!
Criticizes Canadian government's border policy as insufficiently strict, calling for stronger enforcement.
thomaselliott9485 Dec 8, 2025
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Critiques immigration policy management, assimilation approaches, and broader government policies (privatization, pipeline planning) while discussing economic impacts on working Canadians.
abobaing Dec 6, 2025
This trade war is a betrayal. 150years of good will thrown down the drain. This hurts both sides and is unnecessary and based off a complete lie
This trade war is a betrayal. 150years of good will thrown down the drain. This hurts both sides and is unnecessary and based off a complete lie
Criticizes the trade war as unnecessary and based on false premises, framing it as a betrayal of historical goodwill.
@dustinbrown7248 Mar 4, 2025
« Prev 75 / 299 Next »

Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments

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

Which YouTube channels attract each type of discourse
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)