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
There’s a significant distinction between immigration and uncontrolled migration without assimilation. The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
There’s a significant distinction between immigration and uncontrolled migration without assimilation.
The difference is evident in the assimilated Indians (now Canadians) and the ignorant newcomers attempting to transform the country that welcomed them into India.
Critiques immigration policy by distinguishing between assimilation and 'uncontrolled migration,' while asserting that newcomers should adopt Canadian identity rather than maintain Indian culture.
Mis_Uszatek
Oct 14, 2025
Immigration and liberals have destroyed the country
Immigration and liberals have destroyed the country
Attributes national decline to immigration policy and the Liberal party, combining policy criticism with catastrophic framing.
kjdj7301
Oct 10, 2025
Disgusting Liberal Government.
Disgusting Liberal Government.
The commenter expresses disapproval of the Liberal government's policies, though without specific details.
Policy Critique
0.80
Mark78c45
Oct 9, 2025
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Yes fraud immigration is problem.
But do you know whats worse?
Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants.
Our government is wrong too.
Acknowledges immigration fraud as a problem but primarily critiques government policy for accepting 5M+ immigrants without adequate infrastructure and resources.
SiriasisBand
Oct 9, 2025
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well …
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well as the people that wish to come in the legal way. Don’t come in under the disguise of education just to become a criminal
Critiques illegal immigration and fraudulent entry while appealing to fairness for legal immigrants and economic harm arguments.
mark-e9c4v
Oct 6, 2025
Ruined the country and I'm of south Asian descent
Ruined the country and I'm of south Asian descent
Claim that immigration has negatively impacted Canada, with identity marker (South Asian descent) establishing credibility for the critique.
TorontoWire
Oct 7, 2025
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Criticizes Ontario voters' electoral choices regarding Liberal governance, implying dissatisfaction with immigration-related policies.
sashastrong9995
Oct 5, 2025
Liberal Policy destroys society!
Liberal Policy destroys society!
Broad critique of Liberal Party policy as destructive, without specific evidence or detailed analysis.
Policy Critique
0.80
CHR1STISRISEN
Oct 3, 2025
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅. - Early immigrants were merely functionally literate...though managed being …
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅.
- Early immigrants were merely functionally literate...though managed being less in numbers. But today Why don't these 1st world countries set criteria for visa just like a strict driving licence which includes more than basic English, how to stand in a line, how to throw garbage in the bin, where to park your vehicle, no loud music, and no public processions if they don't relate to host country. It would have worked fine. Then there's fugitives being granted refuge in UK and Canada. How can they expect social order with ageing demographics?!
Critiques immigration policy by proposing stricter visa criteria and comparing Canada's standards to other countries and India's education levels.
emotionalIntelligence2078
Oct 4, 2025
Don't blame the Indians, blame your stupid politicians
Don't blame the Indians, blame your stupid politicians
Deflects blame from immigrants to politicians, critiquing government decision-making while asserting in-group/out-group distinction.
pvsk10
Oct 3, 2025
Same thing with medical diplomas apparently
Same thing with medical diplomas apparently
Brief critique suggesting credential verification issues extend beyond the video's focus to medical diplomas.
Policy Critique
0.80
vasilykandelaki
Oct 1, 2025
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Critiques government filtering of student visa applicants, claiming some are criminals using student visas as cover, without providing evidence.
thunderbird1855
Oct 2, 2025
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Criticizes government immigration policy for admitting 'scammers' instead of skilled workers, with an unsubstantiated claim about immigrant behavior.
Mrfiji
Oct 2, 2025
Of course they are our government is so dumb they are a bunch of dishonest people
Of course they are our government is so dumb they are a bunch of dishonest people
Criticizes government competence and honesty regarding immigration policy implementation.
chrisophernevitt3603
Oct 2, 2025
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Critiques immigration policy by arguing that concentration from specific countries prevents assimilation.
SumerS-j7e
Oct 2, 2025
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians …
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians to do this PR stunt that will have long term consequences.
Critique of political strategy and policy approach regarding country-specific immigration targeting.
Policy Critique
0.80
vishnupvNB
Oct 2, 2025
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Criticizes government administration as a failure and invokes ethnic identity ('Administration people are Indian') to frame decline.
rickym3
Oct 2, 2025
They don't have a clue. Fantastic civil service we have here.
They don't have a clue.
Fantastic civil service we have here.
Criticizes government civil service competence in handling immigration matters, expressing skepticism about institutional effectiveness.
Policy Critique
0.80
robheggart9624
Oct 1, 2025
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
What kind of fucking idiots think this is partisan?
If the Liberals are found to be commiting treason. Charge them for it.
This is such disgusting behavior that the Liberals can act this way.
Criticizes government behavior as 'disgusting' and calls for legal accountability and enforcement action.
blacksandbroilikedix
Oct 1, 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
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)
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14-category DH taxonomy
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