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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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Call to Action

2,768 comments
Page 69 of 139
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Directly urges the Prime Minister to deport immigrants characterized as enemies and threats to Canada.
AaronChapman-y3t Sep 4, 2025
Dear Americans! We love you! Please come out to the street and protest against “Dictator and Bully Donald Trump”. He will be the reason for the THIRD WORLD WAR!
Dear Americans! We love you! Please come out to the street and protest against “Dictator and Bully Donald Trump”. He will be the reason for the THIRD WORLD WAR!
Urges Americans to protest against Trump while expressing existential threat concerns about war.
@DipKD Mar 4, 2025
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Urges voters to change their voting behavior while framing multiculturalism as a negative outcome of left-wing politics.
KB24601 Aug 31, 2025
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Urges others to share content and 'wake up' to reject the Liberal government, framing it as a call to political action.
brendabeland8806 Aug 28, 2025
You people dont get it. Trump wants to piss people off. Being polite wont change the outcome. Best you can do is take the megalomaniac trump head on and empower the resistance here in america.
You people dont get it. Trump wants to piss people off. Being polite wont change the outcome. Best you can do is take the megalomaniac trump head on and empower the resistance here in america.
Urges confrontational resistance against Trump rather than politeness, framing it as strategic action.
@EveryoneIsAmelak Mar 4, 2025
It's about time we wake up , remove them NOW 🤬
It's about time we wake up , remove them NOW 🤬
Urges immediate removal of immigrants with emotional intensity, combining a direct call to action with expressions of alarm.
PaulBurley-m2d Aug 28, 2025
Dont talk if you want canada we should go revolution. Stupid Trudeau
Dont talk if you want canada we should go revolution. Stupid Trudeau
Calls for revolutionary action against the government and criticizes Prime Minister Trudeau's immigration policies.
esthermattar4912 Aug 28, 2025
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Calls for removal of migrants while citing economic concerns about job displacement from automation.
ramonalee1832 Aug 26, 2025
The government needs to do something about it or we should do something about it we need a change fast
The government needs to do something about it or we should do something about it we need a change fast
Urges government action or public action to address problems, emphasizing urgency for change.
wisshez5961 Aug 27, 2025
Take back your country. Immigrants dont give a shit about yall. 🚨☝️
Take back your country. Immigrants dont give a shit about yall. 🚨☝️
Urges Canadians to reclaim their country with dismissive characterization of immigrants' commitment, combining action call with identity framing.
samfoster4463 Aug 26, 2025
I have no problem saying it.....SEND THEM BACK!.
I have no problem saying it.....SEND THEM BACK!.
Direct imperative urging deportation of immigrants, framed as a policy action to take.
bisaiah9797 Aug 26, 2025
Canada First! Enough is enough!
Canada First! Enough is enough!
Nationalist slogan ('Canada First') paired with imperative ('Enough is enough') urging action to prioritize national interests over immigration.
007D3VIN Aug 26, 2025
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Urges accountability for political leaders and frames a specific group (truckers) as persecuted, combining demands for action with identity-based framing.
varkeyabraham-gz9uk Aug 26, 2025
I just shared this all over X. Hopefully, some of the sheep that don't understand why life is so difficult might wake up 😊
I just shared this all over X. Hopefully, some of the sheep that don't understand why life is so difficult might wake up 😊
Urges others to share content and 'wake up' the uninformed, with dismissive framing of those who disagree ('sheep').
terilynn_from_canada Aug 26, 2025
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Urges immigrants to speak up and calls for petitioning leaders, framing some immigrants as 'disrespectful' and undeserving.
darrenbaillie98 Aug 26, 2025
Shut the borders
Shut the borders
A direct imperative calling for border closure, functioning as a demand for policy change.
frankclivio5464 Aug 25, 2025
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
Compares Canada to the US and urges citizens to vote for change to restore the country.
jerrywalls-q8i Aug 25, 2025
Yup! It's time to fight back and not let it get to the point the UK found themselves in before they finally clued in.
Yup! It's time to fight back and not let it get to the point the UK found themselves in before they finally clued in.
Urges action against immigration by referencing UK's experience, framing it as a cautionary tale requiring preventive 'fight back' response.
IsabelleKislig Aug 25, 2025
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Urges others to take drastic action ('revolution') while criticizing inaction, combining alarmism about the severity of the situation with a call to mobilize.
Krizzz-p1z Aug 26, 2025
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
Urges voters to stop supporting Liberals and implicitly vote differently, framed as a call to action.
danielprice7521 Aug 25, 2025
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Discourse Taxonomy

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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)