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Canadian Immigration Dashboard [ CID ]
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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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Question

1,353 comments
Page 17 of 68
Watching this video is sufficient ? or we need to practice more?
Watching this video is sufficient ? or we need to practice more?
Seeks clarification about whether watching the video is sufficient preparation or if additional study is needed.
Question 0.90
osamabinzia5676 Jan 19, 2026
Why would u work with Isreal?
Why would u work with Isreal?
Direct question seeking clarification about Canada's relationship with Israel.
Question 0.90
@bilalbajwa2680 Mar 4, 2025
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after …
IMMIGRATION OPTIONS / TRUTH ABOUT IMMIGRATION & IMMIGRANTS 1. Express Entry (skilled workers) • No settlement cash on arrival • Eligible for provincial health insurance (after waiting period) • Eligible for employment insurance (EI) after working • Access to free settlement services (language training, job help) • Eligible for social assistance (welfare) only if unemployed and meeting provincial rules 2. Provincial Nominee Programs (PNP) • Same benefits as Express Entry once PR is granted • Free settlement and employment services • Provincial welfare only if financially eligible • No free housing or tickets 3. Quebec immigration programs • Quebec health insurance (RAMQ) • Free French language courses (often with small allowances) • Settlement services • Social assistance if eligible • No free tickets or housing by default 4. Family sponsorship • Sponsored person gets PR benefits (health care, settlement services) • Sponsor is financially responsible (government usually does NOT pay welfare) • No free housing or travel • Parents/grandparents have limited access to benefits initially 5. Work permit → PR • No welfare while on work permit • Employer-paid salary only • Health insurance varies by province • After PR: same benefits as other permanent residents • No accommodation or tickets 6. Study → work → PR • No welfare for students • Students pay tuition and living costs • Limited work income allowed • After PR: eligible for health care, settlement services, welfare if needed 7. Business / Start-Up Visa / entrepreneur programs • No welfare or housing support • Must prove sufficient funds • Access to public health care after PR • No tickets, no accommodation 8. Caregiver and sector-specific programs • Paid employment (salary) • Health insurance coverage • Settlement services • Welfare only after PR and if eligible • No free housing unless employer provides it 9. Refugee and humanitarian programs • Government-assisted refugees may receive: • Temporary income support • Temporary housing or housing assistance • Basic living allowance • Health coverage (IFHP) • Settlement services • Sometimes travel loans (not free tickets; must be repaid) • Privately sponsored refugees supported by sponsors, not government
Informational breakdown of immigration programs and benefits eligibility, presented as educational clarification of immigration options and rules.
JithinJose-z5v Dec 25, 2025
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
Viewer seeks information about a specific video timestamp and topic for academic purposes.
@ElnathanMalachiNcube Mar 4, 2025
I dont see the problem though....
I dont see the problem though....
Expresses uncertainty and seeks clarification or disagreement with the video's premise.
Question 0.90
Onerealnanagala Dec 18, 2025
Does this same scrutiny apply at airports?
Does this same scrutiny apply at airports?
Seeks clarification about whether the same immigration procedures apply in other contexts.
Question 0.90
valf6854 Dec 11, 2025
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Seeks clarification about exam passing requirements and score interpretation.
Question 0.90
Maria-o3z8d Dec 22, 2025
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
They are talking about any Canadians that are snowbirds going down or others PAST 30 days. If you are going for less time to visit or go on vacation your passport is sufficient.
Provides clarification about passport requirements for different travel durations, addressing informational confusion.
Question 0.90
michaelholmes5150 Dec 10, 2025
Why is this allowed?
Why is this allowed?
Brief question seeking clarification or expressing disapproval about an unspecified policy or practice.
Question 0.90
Sparrow-q2m Nov 25, 2025
Take your tax information?? Is that what he said?
Take your tax information?? Is that what he said?
Seeks confirmation/clarification about what was stated in the video regarding tax information requirements.
Question 0.90
crocadoodle7101 Dec 10, 2025
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question 0.90
GleicianyMatias Dec 5, 2025
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Direct information-seeking question about Trump's motivations and Canada-US relations.
Question 0.90
@user-gy4lq1id1z Mar 4, 2025
why tf would you wanna go to america if your already in canada. insanity
why tf would you wanna go to america if your already in canada. insanity
Rhetorical question expressing confusion about migration decisions from Canada to the USA.
Question 0.90
GhostlyTekk Jan 27, 2026
What immigrants are coming from Canada in large numbers?
What immigrants are coming from Canada in large numbers?
A direct factual question seeking clarification about immigration patterns.
Question 0.90
@Mr.TeETH78 Mar 4, 2025
How much will this referendum cost taxpayers?
How much will this referendum cost taxpayers?
Direct information-seeking question about the financial cost of a referendum to taxpayers.
@renatobarros729 Feb 21, 2026
Why Canadiens are worried about Americans?
Why Canadiens are worried about Americans?
Direct information-seeking question about Canadian concerns regarding Americans, formatted as an inquiry.
Question 0.90
@claudiuserban6164 Mar 4, 2025
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Seeks factual clarification about Trudeau's resignation status, explicitly marked as a genuine question.
Question 0.90
@jsun3639 Mar 4, 2025
Canadian Punjabi are all Hindus? 🤔
Canadian Punjabi are all Hindus? 🤔
Direct question seeking clarification about religious identity of a specific ethnic group.
Question 0.90
CosmicUncle-xx4lu Feb 17, 2026
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
Genuine information-seeking question about the meaning of 'assimilation' in Canadian context.
Question 0.90
heartman2013 Oct 6, 2025
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Direct information-seeking question about legal mechanisms for deportation of non-citizens.
Question 0.90
jordanb8909 Oct 15, 2025
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Category Distribution

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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)