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 183 of 299
Temporary foreign workers. The term temporary means not permanent!! You have to go, you have to go. Of the system wasn’t so abused by millions in the country illegally this might not be happening. Mass …
Temporary foreign workers. The term temporary means not permanent!! You have to go, you have to go. Of the system wasn’t so abused by millions in the country illegally this might not be happening. Mass migration is not working. You can’t just let anyone in.
Critiques temporary foreign worker program and claims millions are in country illegally without evidence, while opposing mass migration.
tinaubaldi7759 Nov 22, 2025
What a bunch of rederick. He is so full of it. He has no idea what he is talking about. \nI guess Canadian can do business with China, and buy thier high tech from them. …
What a bunch of rederick. He is so full of it. He has no idea what he is talking about. \nI guess Canadian can do business with China, and buy thier high tech from them. Good luck.\nWhat is funny? \nWe have enough cattle ranchers in this country that can provide furtalizer for the farmers.
Criticizes Canadian government policies and trade decisions, with comparative reference to China and domestic agricultural capacity.
@jessievoynow1105 Mar 4, 2025
As a Canadian i havent forgotten what Trudeau done to us. Trump did not ruin our economy Trudeau and his liberal government did. Remember Trudeau stepped down for a reason NO ONE WANTS HIM IN …
As a Canadian i havent forgotten what Trudeau done to us. Trump did not ruin our economy Trudeau and his liberal government did. Remember Trudeau stepped down for a reason NO ONE WANTS HIM IN POWER
Canadian commenter critiques Trudeau's economic policies and government performance, referencing personal experience and his resignation.
@CloneARK Mar 4, 2025
Trump is still telling the same lies. He rambles on and on and speaks nonsensical words. He is friends with Putin , he wants to make the USA his personal monopoly game. He threatens republican …
Trump is still telling the same lies. He rambles on and on and speaks nonsensical words. He is friends with Putin , he wants to make the USA his personal monopoly game. He threatens republican congressmen with harm and even death so he can control them. He is mentally unstable and ready to be committed in a mental facility. What will it take to get our congressmen to stand up for the good hardworking people of the USA instead of for a man who is hell bent on making the usa his oersonsl dictatorship.
Detailed criticism of Trump's leadership, mental fitness, and authoritarian tendencies, with calls for congressional accountability.
@ildaquintanilla9186 Mar 4, 2025
Americans need to understand: this is an *existential* threat to Canada. We cannot forget this, even if the tariffs go away tomorrow. We now *have* to diversify away from the US to the extent possible. …
Americans need to understand: this is an *existential* threat to Canada. We cannot forget this, even if the tariffs go away tomorrow. We now *have* to diversify away from the US to the extent possible. This is a permanent change.
Critiques US tariff policy as an existential threat and calls for Canada to strategically diversify away from US dependence.
@owd200 Mar 4, 2025
Trump is a G , Trump wants a even playing field with all countries ripping off America due to them taking advantage of a corrupt , incompetent Biden administration. Trudeau doesn't practice what he preaches. …
Trump is a G , Trump wants a even playing field with all countries ripping off America due to them taking advantage of a corrupt , incompetent Biden administration. Trudeau doesn't practice what he preaches. Its alright when they do it, its a problem when Trump does it.
Critiques domestic political leadership and trade policy while comparing approaches between leaders and administrations.
@steviet3995 Mar 4, 2025
It looked like a scam ! Good to end it rather than misleading people. ,
It looked like a scam ! Good to end it rather than misleading people. ,
Evaluates a program as fraudulent and supports its termination as the appropriate policy response.
bertlilley4988 Nov 22, 2025
Wish my own U.S. government would protect the hard working federal employee!
Wish my own U.S. government would protect the hard working federal employee!
US commenter critiques their own government's treatment of federal employees while implicitly praising Canada's approach.
@susangendron6096 Mar 4, 2025
If we thinks donald trump wants peace we are dumb too… he is walking into autocrat ideology, will u trust him with peace…?
If we thinks donald trump wants peace we are dumb too… he is walking into autocrat ideology, will u trust him with peace…?
Questions Trump's trustworthiness regarding peace, critiquing his movement toward autocratic ideology and warning against trusting him.
@deborahmeghan5583 Mar 4, 2025
Completely unprepared to answer basic questions. These bureaucrats show the bland nature of evil.
Completely unprepared to answer basic questions. These bureaucrats show the bland nature of evil.
Criticizes government bureaucrats' competence and characterizes their behavior as morally wrong.
MB-cv6qn Sep 30, 2025
Trump is only for Trump!
Trump is only for Trump!
Brief critique of Trump's self-interested leadership, framing him as prioritizing personal interests over public good.
@tammyshirley2716 Mar 4, 2025
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. …
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. This has to change. There should be serious filtering done before giving visas. Anyone with even a simple criminal offence in India should be BANNED forever from entering. No excuses. The quality of ppl coming has gone down like crazy. Bad ppl are there everywhere, but seems like the LIberal a-h0les in Ottawa intentionally want to get criminals here in order to create chaos and break the soceity and turn ppl against each other. This is Intentionally done, so that its easy for the to rule and win in Elections.
Critiques visa vetting policy while making unverified claims about criminal backgrounds and conspiracy theories about intentional government sabotage.
vtr5328 Oct 27, 2025
As an American. I don't think it was a good thing to bully other countries, especially allies and neighbors. There are other diplomatic ways to do things. I am not left or right, but I …
As an American. I don't think it was a good thing to bully other countries, especially allies and neighbors. There are other diplomatic ways to do things. I am not left or right, but I felt like Obama and Clinton had better ways with international relationships. I know our leader are trying to do their best for us Americans, and well we have been helping other countries for decades. Maybe, it is time that other countries start paying us back. I don't know why every move has to be on the media though? Especially the bullying with Zelensky? They could have talked over it without showing it to the whole world. What do yo guys think? Was that even necessary?
Commenter critiques diplomatic approach and bullying tactics while seeking others' opinions on whether public confrontation was necessary.
@nick9311 Mar 4, 2025
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning Canadian government policies and why immigration authorities are asleep at the wheel as visas and permits expire and people overstay their visits. Quality of Canadian YT content is being run into the sewage by creators like you.
Criticizes the video creator while advocating for focus on government immigration enforcement failures and visa/permit overstays rather than sensationalism.
asuchit Feb 27, 2026
With politicians like Trump, who needs criminals.
With politicians like Trump, who needs criminals.
Commenter uses sarcastic comparison to criticize Trump, implying his leadership is worse than criminal behavior.
@ew3rivera112 Mar 4, 2025
If you have labour shortage, please hire real Canadian.
If you have labour shortage, please hire real Canadian.
Critiques immigration policy by arguing for prioritizing domestic hiring over immigrant labor.
joeblack888 Feb 11, 2026
Trump will not stop at this! He already said that he wanted to replace IRS with ERS (External Revenue Service). Trump wants to replace Income Tax with Tarrifs !!\nYes! MAGA will laugh and say No …
Trump will not stop at this! He already said that he wanted to replace IRS with ERS (External Revenue Service). Trump wants to replace Income Tax with Tarrifs !!\nYes! MAGA will laugh and say No More Tax for all Americans!\nThey don't know that America raised a total income tax of 3 Trillion Dollars annually. But America also spend 3 Trillion dollars on imports! So to replace Income Tax with Tariffs, America needs to apply 100% tariffs on ALL Imports from All countries around the world!\nSo prices on imported goods will be at least double in America! That will make people buy less. Imports will drop! So even with 100% blanket tariffs it will not raise 3 Trillion dollars for Trump!\nWhat's more? As America tries to make more things in America to avoid tariffs, tariffs will dry up and where does Trump get 3 Trillion dollars? ?
Detailed analysis of proposed tax and tariff policy changes, critiquing the feasibility and economic logic of the proposal.
@MyNTran Mar 4, 2025
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
Questions the legitimacy of someone's permanent residence status based on language proficiency, implying policy enforcement concerns.
ruslanmyavlin4537 Jan 27, 2026
"Why does the government allow this?" Because they are traitors. They will be brought to justice inevitably.
"Why does the government allow this?" Because they are traitors. They will be brought to justice inevitably.
Criticizes government immigration policy as traitorous and implies a call for accountability or justice against government actors.
Issthi Jan 27, 2026
With tariffs being an import tax set up to deter local business from buying outside the country, then why put tariffs on american goods save for the 25% that goes directly to the Canadian government …
With tariffs being an import tax set up to deter local business from buying outside the country, then why put tariffs on american goods save for the 25% that goes directly to the Canadian government ? When we could keep prices down for our businesses and imports, it just seens to bump prices up for the microcosm of businesses and puts money in the hands of our federal government, but directly takes money out of contractors,businesses and so on....\nIf there are no contracts for instance with energy flowing to NY, why not bump the price 5% or 10 % ....
Questions the logic of tariff policy, arguing it raises prices for businesses and benefits only government revenue.
@lynngalibois1937 Mar 4, 2025
« Prev 183 / 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)