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
Europe just opened up for Indians to "invade" Europe in new immigran agreement.
Europe just opened up for Indians to "invade" Europe in new immigran agreement.
Uses inflammatory language ('invade') to express demographic anxiety about Indian immigration to Europe, framing it as a threat.
StahlbergRobin
Jan 28, 2026
That town is about to become the Indian version of Minneapolis.
That town is about to become the Indian version of Minneapolis.
Invokes a violent incident (Minneapolis) as an unsubstantiated prediction of social breakdown, expressing demographic and security anxiety.
87manemane
Jan 27, 2026
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in invaders from other countries that are already overpopulated. The West is done until this two-headed snake is stopped, and in some countries, like Canada, it's probably already too late. Too bad, Canada used to have the hottest women.
Expresses apocalyptic concerns about Western decline, demographic replacement, and uses dehumanizing language ('invaders') while citing economic grievances.
foto21
Aug 25, 2025
The 3rd world has been weaponized against the first world. I wish people would wake up.
The 3rd world has been weaponized against the first world. I wish people would wake up.
Conspiratorial claim that the Global South is being 'weaponized' against developed nations, expressing demographic and security anxiety.
tiadruskis2226
Feb 17, 2026
My country has gone to the dark side. I hope temporarily.
My country has gone to the dark side. I hope temporarily.
Expresses concern about national direction deteriorating, with hope for temporary nature of the crisis.
@franlopresti10
Mar 4, 2025
You should live up to your obligation and leave, and I wish you the best of luck in your endeavors. Dont wait leave until the populists get elected, they ask you to leave in a …
You should live up to your obligation and leave, and I wish you the best of luck in your endeavors. Dont wait leave until the populists get elected, they ask you to leave in a much unfriendlier way.
Warns immigrants to leave voluntarily before 'populists' take power, expressing threat and demographic anxiety.
marcethier4362
Jan 22, 2026
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Extended narrative combining unsubstantiated claims about ethnic business practices, tax evasion, and demographic replacement with economic grievance and existential alarm.
SPiTFiRE_JiMMY
Jan 28, 2026
They overpopulate their homeland and then come here and do the same to take jobs, housing and classrooms.
They overpopulate their homeland and then come here and do the same to take jobs, housing and classrooms.
Expresses demographic anxiety about immigrants taking jobs, housing, and classroom spaces, framing immigration as a threat to resource availability.
KM-f5b
Sep 11, 2025
This government ? is okay with pushing us into a great depression... the greatest depression anyone has ever seen.
This government ? is okay with pushing us into a great depression... the greatest depression anyone has ever seen.
Expresses alarm about government policies leading to severe economic crisis, using hyperbolic language about depression.
@cherissenichole702
Mar 4, 2025
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Expresses security concerns and stereotypes a specific ethnic group as dangerous, conflating immigration with crime risk.
sr1304
Feb 14, 2026
Le canada devient l'Inde !!! 🤦 Quelle horreur
Le canada devient l'Inde !!! 🤦 Quelle horreur
French-language comment expressing alarm about Canada becoming like India, framing immigration as demographic threat to national identity.
ines-kr7se
Feb 18, 2026
Wow! How could this ever happen?! Maybe the introduction of One Touch where anyone can just walk right in our open borders! Give your head a shake! Elbows up
Wow! How could this ever happen?!
Maybe the introduction of One Touch where anyone can just walk right in our open borders!
Give your head a shake!
Elbows up
Expresses alarm about open borders and uncontrolled immigration, using rhetorical questions and dismissive language to convey security anxiety.
TaXrCana
Feb 18, 2026
From Europe : America is over ! You have vote for the beast to destruct your country ! No one trust you anymore and for many many many years, and this no matter who the …
From Europe : America is over ! You have vote for the beast to destruct your country ! No one trust you anymore and for many many many years, and this no matter who the next president will be in 4 years. we are fed up with you. \nYou can have all the wealth you want but you will have no friends anymore.
European commenter expresses alarm about US decline and loss of international trust, framing America as a threat to global relationships.
@kokojambo76
Mar 4, 2025
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god...
I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Expresses escalating fear and hatred toward immigrants, using coded language ('cultists', religious slurs) and implying potential violence ('limit people can take').
BOMBFPV
Aug 26, 2025
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY* *YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD* *SAVE …
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY*
*YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD*
*SAVE YOUR NATIONS FROM BARBARIC CULTS*
Sweeping condemnation of entire religions and cultures as incompatible with Western civilization, combining alarmism with dehumanizing rhetoric and unsubstantiated claims.
SIBERIAN-TIGERS
Jan 27, 2026
Your Canadian Companies will leave for US
Your Canadian Companies will leave for US
Expresses concern about Canadian companies relocating due to policy, framing as a threat to national economic interests.
@PeterBoina
Mar 4, 2025
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
Uses alarmist language ('Canada is doomed') and makes sweeping negative claims about government competence and DEI hiring without evidence.
pauljackson8282
Feb 27, 2026
He has sold us out to Putin! Only a matter of time until Russian troops are on our soil.
He has sold us out to Putin! Only a matter of time until Russian troops are on our soil.
Expresses extreme security anxiety about Russian military invasion while making unsubstantiated claims about the PM's alleged betrayal to Putin.
@anjaherrnreiter1571
Mar 4, 2025
Trump wants US to become a true zombie land
Trump wants US to become a true zombie land
Expresses alarm about Trump's leadership creating societal decay and danger.
@rad1x10
Mar 4, 2025
I e lived in india 16 years these people are racist decieclving vipers smill in ur face put it up ur ass why not deport them they will destroy everything and copy everything's then take …
I e lived in india 16 years these people are racist decieclving vipers smill in ur face put it up ur ass why not deport them they will destroy everything and copy everything's then take the credit for it canada and amarica must act now. Before t's ro late modi has se return ties with Russia and xhina
Personal experience claim combined with alarmist rhetoric about cultural destruction, conspiracy-adjacent geopolitical claims, and calls for deportation.
CanUguessMyname
Jan 27, 2026
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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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