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
When the globalist said they wanted a “one world order” this is how they’re doing it. They import people from all over the world to disrupt and disturb the common folk who created a system …
When the globalist said they wanted a “one world order” this is how they’re doing it. They import people from all over the world to disrupt and disturb the common folk who created a system that worked for them and is now being destroyed by the 3rd world.
Invokes conspiracy theory ('globalist one world order') to express demographic anxiety and threat perception about immigration disrupting established systems.
astro88girl
Jan 27, 2026
Infestation
Infestation
Single dehumanizing word characterizing immigration as an infestation, expressing existential threat perception.
gravyship5058
Feb 27, 2026
how to fix the world, nuke india, nuke pakistan, jail every globalist
how to fix the world, nuke india, nuke pakistan, jail every globalist
Expresses extreme alarmism and violent rhetoric framed as a solution to perceived threats.
dontfearrr
Jan 27, 2026
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
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Expresses desire for deportation of immigrants framed as 'trash' and 'burdens,' combining dehumanizing language with demographic threat perception.
BigHoneyDrip
Feb 19, 2026
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
Frames immigration as an invasion and religious takeover, using militaristic language to express existential threat perception.
GanonGerudo
Jan 27, 2026
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous!
Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system?
The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country.
Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever.
Once that’s accomplished then the mass deportations can start immediately.
Expresses demographic anxiety, ethnic resentment, and advocates for violent action and mass deportations, combining alarmism with explicit calls for extremism.
georgewebb7142
Feb 27, 2026
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Expresses 'great replacement' conspiracy theory, government destabilization fears, and economic anxiety about immigration policy.
Ninetailedfox5
Jan 27, 2026
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
Uses dehumanizing slur and falsely equates immigration with terrorism, expressing extreme xenophobic threat perception.
whiteandfaded
Jan 27, 2026
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Uses alarmist language and conspiracy-like framing ('biological weapons') to express demographic anxiety about immigrant populations.
userAndrew5
Jan 27, 2026
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
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
Expresses demographic anxiety about Muslim takeover and urges action based on alarmist framing.
elliotto7865
Jan 27, 2026
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
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Personal account mixed with unsubstantiated stereotypes about Indian immigrants (predatory behavior, illegal property purchases, hygiene claims) and expressions of infuriation and demographic anxiety.
auti_yt
Jan 27, 2026
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
Trump is a Moron. We are so screwed.
Trump is a Moron. We are so screwed.
Expression of anxiety and alarm about negative consequences from Trump's actions.
Fear / Threat
0.88
@phyllislloyd392
Mar 4, 2025
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Extended xenophobic narrative expressing demographic anxiety, economic grievances, and dehumanizing language toward South Asian immigrants with unsubstantiated claims.
Aonyx222
Jan 27, 2026
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our …
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our ports.
At this point, we can only pray that Trump sends the Apache negotiation team to the Hill.
Expresses security concerns and demographic anxiety about Indian gangs and cartels, mixing anecdotal claims with alarmist rhetoric and conspiracy-adjacent framing.
IdeaPants365
Jan 27, 2026
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
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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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