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
It's time to put a cap on countries for immigration.
It's time to put a cap on countries for immigration.
Direct call for policy change to restrict immigration by implementing country-based caps.
Policy Critique
0.85
mp8317
Oct 2, 2025
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason …
@rocanews - Why did you have to say "more original immigrants" @ 06:11 ? Why can't you just say white european ? That's what you meant right ? You do realise that the ONLY reason the "more original immigrants" were white was because nonwhite immigration into Canada was BANNED till 1962 right ?
Commenter critiques the video creator's language choice ('more original immigrants') as coded racial terminology, while asserting historical facts about immigration policy and racial exclusion.
RKTRZ
Oct 2, 2025
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a …
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a war torn country. Highschoolers must be given priority in local jobs, it's up to the franchise owners to work their schedules up. It's ok if the cost of the product increases. This will help wages keep up with inflation. No free pregnancy trips, if you want to have your child born here make sure you pay up.
Detailed critique of immigration policies with specific reform proposals (cash jobs, student fees, job priority) combined with economic reasoning about wages and inflation.
ramumasankaran4588
Oct 3, 2025
Finally some accountability
Finally some accountability
Expresses approval of government accountability measures related to immigration.
Policy Critique
0.85
louieGfree
Oct 1, 2025
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Criticizes Canadian policy allowing study visa holders to work, comparing it unfavorably to India's stricter approach and questioning the logic of the system.
hirdaybhinder8967
Oct 1, 2025
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Expresses criticism of government (Liberal/NDP) policies and their outcomes, framed as political failure.
Policy Critique
0.85
AndrewFetterman-h6b
Oct 1, 2025
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting them?!?
Criticizes government immigration enforcement and calls for stricter action, framed as crisis management.
terry_swd
Oct 1, 2025
Liberals government are the problem 🙄
Liberals government are the problem 🙄
Direct criticism of the Liberal government's handling of immigration policy, framed as the root problem.
Policy Critique
0.85
elisapetaludlow3888
Oct 1, 2025
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
Critiques the source of the problem (study permit issuance) rather than addressing symptoms.
Policy Critique
0.85
aaron2001911
Sep 30, 2025
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become a liability on the tax payers now.... economy is doldrums
Criticizes government immigration policy and Liberal handling while making unverified claims about vote-bank manipulation and economic burden.
dolly7426
Oct 1, 2025
sad to see canada going down the drain thank you liberals
sad to see canada going down the drain thank you liberals
Criticizes government (Liberals) for national decline due to immigration policy, blaming political leadership.
reyznbran9586
Oct 1, 2025
Justin Destroyed Canada with his unending foolish spending, taxes and corruption,, said he would step down, shut down the government instead and continued acting as Prime Minister while opposition has been muted. He is not …
Justin Destroyed Canada with his unending foolish spending, taxes and corruption,, said he would step down, shut down the government instead and continued acting as Prime Minister while opposition has been muted. He is not a legitimate leader and his words are empty. He is a drama teacher with a script and does the only thing he knows how. He acts. And now he's acting like the tough guy and that he cares about Canada when after nine years in power, it is clear he didn't. Time to get rid of the globalist and all the others. He is not a decent man.
Criticizes government spending, taxes, and leadership legitimacy while framing the PM as unfit; includes identity-laden language ('globalist') suggesting us-vs-them framing.
@joniro3372
Mar 4, 2025
student VISA is BROKEN
student VISA is BROKEN
Direct criticism of the student visa system as broken, targeting government policy/regulation.
Policy Critique
0.85
xaviknox781
Oct 1, 2025
Liberals really screw up Canada
Liberals really screw up Canada
Direct criticism of Liberal government's handling of Canada, framed as policy failure.
Policy Critique
0.85
imtiazboss
Sep 30, 2025
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and …
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and canadians safety security
Argues for prioritizing Canadian citizens in education funding while expressing security concerns about immigrants' intentions, framed as national interest.
yyzRider
Sep 30, 2025
I like how he said everything has never been safer and more secure, yet pledges billions to solve the problem
I like how he said everything has never been safer and more secure, yet pledges billions to solve the problem
Points out contradiction in government claims about safety while simultaneously allocating resources to address security problems.
Policy Critique
0.85
@kalez7783
Mar 4, 2025
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community.
There are those that are taking advantage while there are many that are productive and positive members of the community.
The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Commenter acknowledges balanced journalism and argues for tightened immigration policy to filter out criminals while accepting productive members, combining policy analysis with fairness principles.
ChrisKasper-s4q
Oct 1, 2025
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, …
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, is the proportion of the people who is dishonest is same in all international students regardless of their country or not? These people spends tonnes of money not for the non value diploma Canada offers but the chance of permanently staying in Canada and will be dishonest to make that happen.
Critiques institutional practices and student visa policies while comparing proportional dishonesty across nationalities, questioning whether selection bias or systemic incentives drive violations.
user-gu4mr2yd4d
Sep 30, 2025
Lazy officials or big corruption.
Lazy officials or big corruption.
Criticizes government officials and bureaucratic effectiveness in handling immigration matters.
Policy Critique
0.85
Artificialinnocence0101
Sep 29, 2025
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing classes 😂 hallelujah God save u.. they will track u down and deport ..
Criticizes the visa/admission system as exploitable while using humor to mock enforcement disparities between countries.
Asangamitra
Sep 30, 2025
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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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