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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Call to Action
2,768 comments
Canada wide hunt for all of them!
Canada wide hunt for all of them!
Calls for organized action ('hunt') against a group, combining mobilization with threat rhetoric.
edwinanzaldo2979
Sep 29, 2025
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Proposes specific border closure policy targeting Indians, mobilizes Indian-Canadian citizens as enforcers, and compares Canada unfavorably to UK.
jayp9059
Sep 29, 2025
It's easy. You have their local and international address. Just place them on a wanted list and arrested when caught. All business found to be sheltering them will be charged and business closed.
It's easy. You have their local and international address. Just place them on a wanted list and arrested when caught. All business found to be sheltering them will be charged and business closed.
Proposes enforcement actions (arrest, business closure) as a solution to illegal immigration.
Perserk1120
Sep 29, 2025
Shut down diploma mills such as Conestoga College
Shut down diploma mills such as Conestoga College
Demands action to shut down specific educational institutions accused of being diploma mills.
Kevin-sq1fk
Sep 29, 2025
How people responsible for this mess think they can continue to sweep it under the rug while our nation deteriorates, is beyond me. Canada needs our own ICE agents out there in full force!
How people responsible for this mess think they can continue to sweep it under the rug while our nation deteriorates, is beyond me. Canada needs our own ICE agents out there in full force!
Criticizes government handling of immigration issues and explicitly calls for enforcement action ('ICE agents').
pavel0900
Sep 28, 2025
Anita Anand, jagmeet Singh, harjit Sajjan and all Indian decent MPs in the last ten years should be investigated
Anita Anand, jagmeet Singh, harjit Sajjan and all Indian decent MPs in the last ten years should be investigated
Calls for investigation of specific MPs of Indian descent without providing evidence of wrongdoing.
rafaelchowdhury1822
Sep 28, 2025
Shut down All the private colleges , schools including fake truck driving schools
Shut down
All the private colleges , schools including fake truck driving schools
Urges shutdown of educational institutions, framing them as problematic, combining policy critique with a direct call for action.
Onthe1582
Sep 28, 2025
Do Surrey BC next then Richmond BC
Do Surrey BC next then Richmond BC
Requests the creator produce content about other Canadian cities, urging specific action from the video creator.
Call to Action
0.80
davidmansoor1364
Sep 22, 2025
Ban Sikh and Hindu students from Punjab India they are the only ones defrauding Canada
Ban Sikh and Hindu students from Punjab India they are the only ones defrauding Canada
Calls for banning specific religious/ethnic student groups based on unsubstantiated fraud allegations.
Shahminummah
Sep 27, 2025
I think what people should do, especially that gentleman that knew that fourteen people were living in a household.There is legal limitations of how many people can live in a household, and they are most …
I think what people should do, especially that gentleman that knew that fourteen people were living in a household.There is legal limitations of how many people can live in a household, and they are most definitely probably in violation of that.And the ministry should come in and shut them down
Urges enforcement action against housing violations while critiquing current enforcement of housing regulations.
naui1980
Sep 20, 2025
We need a moratorium on immigration and these foreigners need to go back.
We need a moratorium on immigration and these foreigners need to go back.
Calls for policy action (immigration moratorium) and deportation, framing foreigners as outsiders who don't belong.
redensign2025
Sep 22, 2025
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
Proposes educational intervention to address intergroup tensions, urging systemic action based on fairness and social cohesion principles.
jamesmatheson9624
Sep 20, 2025
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
Combines personal experience of avoiding the area with explicit call to stop immigration immediately.
truedoulos
Sep 20, 2025
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
Demands immediate deportations as a solution, framed as reversing perceived destruction, combining action demand with alarmism.
jamesdylan3178
Sep 19, 2025
Keep voting liberals and it's going to get worse.
Keep voting liberals and it's going to get worse.
Urges voters to stop supporting the Liberal party, implying they should vote differently to prevent worsening conditions.
denisphilipov3678
Sep 9, 2025
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Urges Canadians to stop voting for the Liberal party, framed around unsubstantiated claims about corruption and WEF control.
astronaut8917
Sep 7, 2025
Send everyone back to where they came from. If their not with us there against us .
Send everyone back to where they came from. If their not with us there against us .
Calls for mass deportation and frames immigrants as ideological opponents ('if not with us, against us').
RickWalsh-x7n
Sep 9, 2025
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections!
There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change!
But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind.
Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy?
I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for!
I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything.
I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Urges voting for alternative political parties and calls for citizen accountability and activism to demand change and protect freedoms.
Drollmos
Sep 10, 2025
Im sick of the Liberal government they all need to go and dont care how
Im sick of the Liberal government they all need to go and dont care how
Expresses dissatisfaction with Liberal government and implicitly urges removal of current leadership through unspecified means.
clairenieves8743
Sep 10, 2025
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
Urges Canadians to unite and fight to protect their country before it's 'too late,' framing immigration as an existential threat requiring collective action.
kevinsloan8902
Sep 9, 2025
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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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Discourse Quality (Perspective API)