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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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Unverified Claim

3,221 comments
Page 150 of 162
Canada has 30 million people and each state has that population and ur trying to tell me USA doesn’t have more fentynal than Canada and we’re supplying them?.. lmfao
Canada has 30 million people and each state has that population and ur trying to tell me USA doesn’t have more fentynal than Canada and we’re supplying them?.. lmfao
Makes an unsubstantiated claim about fentanyl supply dynamics between Canada and the US, delivered with sarcastic tone.
@undergroundgettingheard8472 Mar 4, 2025
Driving is bad because they are scamming people with insurance fraud.
Driving is bad because they are scamming people with insurance fraud.
Makes a sweeping, unsubstantiated claim linking a group to insurance fraud without evidence.
1211. Feb 5, 2026
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Suggests the video provided actionable intelligence to immigration enforcement (I.C.E), implying conspiracy or fabricated connection.
JosephCapo-m5h Jan 28, 2026
USA government is looking for revenue to put into the federal crypto reserves to make the oligarchs richer
USA government is looking for revenue to put into the federal crypto reserves to make the oligarchs richer
Makes unsupported conspiratorial claim about US government motives (crypto reserves, oligarch enrichment) without evidence.
@patriciapanone940 Mar 4, 2025
MAGA Russian puppets
MAGA Russian puppets
Unsubstantiated accusation linking Trump supporters to Russia without evidence.
@scottishtwin8809 Mar 4, 2025
Canadians have been fooled. Trudeau is still the prime minister.
Canadians have been fooled. Trudeau is still the prime minister.
Makes an unsubstantiated claim that Canadians have been deceived about Trudeau's status as prime minister.
@lc8850 Mar 4, 2025
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
Makes a specific factual claim that immigrants comprise 'most' workers in named Canadian businesses without providing evidence.
mikk-s7h Oct 15, 2025
Russia is not the enemy. US started this war!
Russia is not the enemy. US started this war!
Makes a factual assertion about geopolitical causation without evidence.
@tagimirzoyeva80 Mar 4, 2025
What a striking contrast between a real leader and someone who is only concerned with bilking an entire country for his own benefit. Follow the $$$. Somehow tRump is benefitting from the downturn in the …
What a striking contrast between a real leader and someone who is only concerned with bilking an entire country for his own benefit. Follow the $$$. Somehow tRump is benefitting from the downturn in the stock market. I'm sure he and his cronies shorted and are reaping the benefits. I'm sure they sold at a high and will wait for the lowest low to get back in. I'm not a conspiracy theorist, but this has to be the rub.
Makes specific unsubstantiated claims about Trump profiting from stock market downturns through coordinated financial manipulation.
@caseydog237 Mar 4, 2025
They dont want your cars
They dont want your cars
Cryptic assertion about tariffs/trade ('They dont want your cars') presented without evidence or context.
@boatlifelife Mar 4, 2025
Well Canada is already talking about cancelling their election. Also Home Builders’ Association just said that Canada’s own counter TARIFFS will have a greater negative impact on Canada.
Well Canada is already talking about cancelling their election. Also Home Builders’ Association just said that Canada’s own counter TARIFFS will have a greater negative impact on Canada.
Presents specific factual claims (election cancellation, tariff impacts) without evidence, mixed with policy criticism.
@ChrisCommenting Mar 4, 2025
He is just lieing we don't need shit from canada
He is just lieing we don't need shit from canada
Makes an unsubstantiated factual claim ('we don't need shit from canada') presented without evidence.
@benshreve9683 Mar 4, 2025
Trump only attacks America’s allies like a true Russian agent.
Trump only attacks America’s allies like a true Russian agent.
Makes an unsubstantiated claim that Trump acts as a Russian agent without evidence.
@billyrubin3108 Mar 4, 2025
In 2022, the CDC reported over 90,000 drug overdose deaths, with a large portion linked to prescription medications—mainly opioids.\n\nIn 2022, there were about 73,000 fentanyl-related overdose deaths in the U.S., according to the National Institute …
In 2022, the CDC reported over 90,000 drug overdose deaths, with a large portion linked to prescription medications—mainly opioids.\n\nIn 2022, there were about 73,000 fentanyl-related overdose deaths in the U.S., according to the National Institute on Drug Abuse \n\nTobacco kills approximately 480,000 people per year in the U.S.\n\nThis includes 41,000 deaths from secondhand smoke exposure.\n\nWith these numbers you’re think we’d be going after big pharmaceutical companies and tobacco companies if Trump is so concerned with the health of Americans! ??‍♂️ \n\nThere’s no way these tariffs are about fetanyl ! He’s INTENTIONALLY crashing the market so he can buy low
Commenter presents specific factual claims about drug deaths and tobacco mortality, then makes an unsubstantiated conspiracy claim that tariffs are intentionally designed to crash markets.
@Thereallyjonez Mar 4, 2025
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Makes a specific factual claim that Trump's actions prioritize Russia over America without providing evidence, suggesting hidden allegiances.
@rrw-qk1xk Mar 4, 2025
They are HUGE fraudsters here
They are HUGE fraudsters here
Makes a sweeping, unsubstantiated claim about fraud targeting a specific ethnic group without evidence or context.
ivorypoacherplays Jan 28, 2026
Missing, or ALLOWED/INVITED to come in on Fake Visas?
Missing, or ALLOWED/INVITED to come in on Fake Visas?
Presents an unsubstantiated claim that immigrants are entering on fake visas with government permission, framed as a rhetorical question to suggest conspiracy.
sajanim Oct 1, 2025
Agent Krasnov belongs in prison.
Agent Krasnov belongs in prison.
Makes a specific factual claim about an individual's criminal culpability without evidence or context.
@cagedgreed Mar 4, 2025
Have you noticed that the Nickelodion logo is shaped like a certain island whose files Trump is currently unveiling?\nEp__ein...
Have you noticed that the Nickelodion logo is shaped like a certain island whose files Trump is currently unveiling?\nEp__ein...
Presents a conspiracy theory connecting corporate logos to alleged government cover-ups without evidence, though tone suggests some ironic intent.
@nyfb Mar 4, 2025
I think we should all be keeping a close look at the stock portfolios of Donald and his family. He is either smart enough to understand the consequences of this and fully expects to cash …
I think we should all be keeping a close look at the stock portfolios of Donald and his family. He is either smart enough to understand the consequences of this and fully expects to cash in on the instability in the market, or he is a lot dummer than the WSJ thinks.
Makes a specific factual assertion about Trump's stock portfolio motivations without evidence, framed as speculation about hidden financial interests.
@zestynotions Mar 4, 2025
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Discourse Taxonomy

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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)