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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Fear / Threat
3,873 comments
wtf is happening!!! They are trying to destroy us all!
wtf is happening!!! They are trying to destroy us all!
Expresses alarm and existential threat ('destroy us all') without specific evidence, characteristic of demographic anxiety.
@mitchybee8258
Mar 4, 2025
TRUMP IS DOING EXACTLY WHAT PUTIN WANTS HIM TO DO!!! HE IS DESTROYING ALL OUR ALLIANCES WITH CANADA AND EUROPE ITS FUCKING INSANE AND IT WILL DESTROY OUR COUNTRY AND EVERYTHING WILL BE SKY HIGH!!!
TRUMP IS DOING EXACTLY WHAT PUTIN WANTS HIM TO DO!!! HE IS DESTROYING ALL OUR ALLIANCES WITH CANADA AND EUROPE ITS FUCKING INSANE AND IT WILL DESTROY OUR COUNTRY AND EVERYTHING WILL BE SKY HIGH!!!
Expresses alarm about Trump's foreign policy destroying alliances and causing economic/national catastrophe, with comparative reference to Putin's interests.
@Red-Robin4
Mar 4, 2025
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
Threatening language warning of U.S. military/political consequences and annexation if Canada continues current path.
@estebansaldana3397
Mar 4, 2025
This guy has no clue what is about hit him .. America will destroy you with a blink of an eye..
This guy has no clue what is about hit him .. America will destroy you with a blink of an eye..
Expresses threat perception, warning that America poses a military danger to Canada.
Fear / Threat
0.88
@jerseyrotaries
Mar 4, 2025
Canada is spineless and thus deserves to be taken over.
Canada is spineless and thus deserves to be taken over.
Expresses existential threat narrative that Canada will be 'taken over,' combining demographic anxiety with national vulnerability.
topkekkatsudonburi
Feb 25, 2026
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany …
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany did the same with Austria 3 days. Trump über alles.
Expresses escalating security and military threat concerns about Trump's actions, with a historical comparison to Nazi Germany.
@MM22272
Mar 4, 2025
Trudeau is gonna start a war and America will wipe its ass with Canada.
Trudeau is gonna start a war and America will wipe its ass with Canada.
Expresses alarm that Trudeau will start a war and warns of military dominance by the US over Canada, framing an existential threat.
Fear / Threat
0.88
@OCWord
Mar 4, 2025
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets.
Who post on traffic light? meant to get attention of motorists.
They don't believe in obeying bylaws.
And city councilors do nothing about it .
Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Expresses concerns about immigrants changing cities and creating safety hazards, combining demographic anxiety with threat perception.
CharlesClinton-bt6nl
Apr 16, 2025
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Expresses demographic anxiety and security concerns about immigrants, with unverified claims about government support and immigrant behavior, framed as threat to 'real Canadians.'
dianaladder2355
May 6, 2025
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the …
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the ruin and bane of their societies for thousands of years to Canada and Co that will change the country for the worse.
Expresses demographic anxiety and threat perception about immigrants bringing corruption that will harm Canada, with us-vs-them framing.
leftjab276
Jul 13, 2025
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Expresses demographic anxiety and cultural threat ('changing our country'), makes unverified claims about immigrant benefits and origin statistics, and warns of social conflict.
ourlittleadventures519
Aug 25, 2025
Madness... invaded
Madness... invaded
Brief expression of alarm and threat perception using the word 'invaded' to characterize immigration.
Fear / Threat
0.88
Parodox6
Aug 25, 2025
When you beat someone make sure you leave no witnesses!
When you beat someone make sure you leave no witnesses!
Cryptic statement suggesting violence or harm, expressing threat or danger in response to immigration context.
Fear / Threat
0.88
agarcia4680
Aug 25, 2025
Purge is coming soon
Purge is coming soon
Vague apocalyptic threat prediction ('Purge is coming soon') expressing existential danger without evidence.
shaneash1598
Aug 25, 2025
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
Expresses demographic anxiety and existential concern about national identity being 'replaced' by immigration.
muddypaws2616
Feb 27, 2026
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t …
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t even like Canada they assume they don’t need to assimilate they just wanna take over and change it they took over the Main Street completely no English stores I could barely go to the corner store cuz they did t know what I was saying it’s just insane asf they hate and ruin and take over with. No care for us
The comment expresses anxiety about cultural displacement, language barriers, and perceived takeover by immigrant communities, framing immigration as a threat to native-born Canadians.
kellyroyal9579
Feb 7, 2026
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
Expresses existential threat ('under attack') and mobilizes action ('stand up and fight'), framing immigration as an ongoing danger.
woodsman2540
Aug 25, 2025
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
Expresses violent threat and dehumanizing language ('rats') toward immigrants, indicating fear-based hostility.
Fear / Threat
0.88
IndependentIndigenousNews
Aug 25, 2025
Infestation
Infestation
Single dehumanizing word characterizing immigration as an infestation, expressing existential threat perception.
gravyship5058
Feb 27, 2026
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun …
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun point . We are all in danger as they are flooding this sacred land with criminals.
Combines personal identity assertion with unsubstantiated claims about criminal activity and violence, expressing existential threat to indigenous people.
Wolftribe-l2l
Aug 25, 2025
Compare Videos
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)