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
Search & Filter
Fear / Threat
3,873 comments
thank you for reporting on the death of my country
thank you for reporting on the death of my country
Expresses existential concern about Canada's decline or 'death' due to immigration, framed as a loss of national identity.
cringewave5807
Jan 27, 2026
there mass populating every country taking over the world
there mass populating every country taking over the world
Expresses demographic anxiety and existential threat framed as mass population replacement.
makingchangeslifechanges4950
Jan 27, 2026
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Expresses demographic anxiety and perceived victimization, framing immigration as ethnic replacement and citing extremist references.
LegendofLovecraft-b7r
Jan 27, 2026
Trump will destroy us all.
Trump will destroy us all.
Expresses existential alarm about Trump's potential destructive impact on multiple nations.
Fear / Threat
0.90
@romellejacinto251
Mar 4, 2025
Smelly filthy Indians
Smelly filthy Indians
Dehumanizing slur expressing xenophobic sentiment and ethnic prejudice against Indian immigrants.
MarkKeane-p8r
Jan 27, 2026
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
Expresses anxiety about immigrant presence with vague alarmist language ('TOOK OVER EVERYTHING') and demographic concern.
kljl2
Jan 28, 2026
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now almost the entire population of the Toronto seems to be Indian.
Expresses demographic anxiety about Indian population growth in Canada using alarmist language about cultural conquest and demographic replacement.
FrankBaluch
Jan 27, 2026
they are all just disgusting
they are all just disgusting
Dehumanizing language expressing strong negative sentiment toward an unspecified group, conveying threat/disgust.
SentryUwU
Feb 3, 2026
Send those repulsive people back to their shithole country
Send those repulsive people back to their shithole country
Dehumanizing language expressing hostility and calling for deportation based on xenophobic sentiment.
smithsecond8572
Jan 27, 2026
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Expresses demographic anxiety and threat perception about immigrant visibility, with dehumanizing language and calls for violent action.
cameronmoar
Feb 3, 2026
go back to where u came from, yall are fucking our county
go back to where u came from, yall are fucking our county
The comment expresses xenophobic sentiment framing immigrants as a threat to the nation, using hostile language.
Mrdumbo7
Jan 27, 2026
The hate against the USA will rise.
The hate against the USA will rise.
Expresses concern about rising anti-American sentiment as a consequence of current events.
Fear / Threat
0.90
@pedrorodrigues12332
Mar 4, 2025
Indians peoples yuck 🤮
Indians peoples yuck 🤮
Dehumanizing statement expressing ethnic prejudice and disgust toward Indian people, functioning as xenophobic threat rhetoric.
shaileshshreshtha9473
Mar 1, 2026
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ Latina owned phone service stores and they were replaced with Indians. That's what our tax dollars are being fed to, and me as a Texan feeling replaced, radicalized, and fed up with the b.s I'm highly considering investing/ building my own compound in the newr future.
I love for Pakistan 🇵🇰
I love Bangladesh 🇧🇩
I love Turkey 🇹🇷
I DO NOT love India 🚫
India 🚫
Expresses demographic anxiety, feeling of replacement, and radicalization driven by perceived ethnic displacement.
Heavy_Lobster
Jan 27, 2026
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday.
CBC is a highly anti Canadians television.
Uses inflammatory language ('invaders,' 'flooded') to express demographic anxiety and frames media as anti-Canadian.
Tara-Wind
Jan 16, 2026
This is what a white genocide looks like. Disgusting.
This is what a white genocide looks like. Disgusting.
Uses white supremacist rhetoric ('white genocide') to express demographic anxiety about immigration.
elliottdavies3528
Jan 27, 2026
This is legitimately an invasion and if you don’t think so, then you are either a liar or being completely intellectually dishonest with yourself
This is legitimately an invasion and if you don’t think so, then you are either a liar or being completely intellectually dishonest with yourself
Frames immigration as an 'invasion' and dismisses opposing views, expressing existential threat perception.
Ninetailedfox5
Jan 27, 2026
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you …
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you smile and say "we need this diversity". Just remember canada: once they start forming r@pe gangs and banging your innocent children, just remember: you wanted this.
Uses inflammatory stereotypes, false crime predictions, and dehumanizing language to express demographic anxiety.
toxin440
Jan 28, 2026
Canadians should pick up arms amd go after these smellies
Canadians should pick up arms amd go after these smellies
Uses dehumanizing slur and explicitly calls for violence against immigrants, expressing extreme threat perception and incitement.
Ecstaticgoat
Jan 27, 2026
I am now a minority in Brampton. Indian s are everywhere, and they're taking all the jobs in Brampton and infact Canada. Stop Indians from taking over our Country, jobs, schools, parks, Tim Hortons, McDonald's, …
I am now a minority in Brampton. Indian s are everywhere, and they're taking all the jobs in Brampton and infact Canada. Stop Indians from taking over our Country, jobs, schools, parks, Tim Hortons, McDonald's, etc. Stop issuing student visas to Indian boys and girls. They have one agenda, stay in Canada.
Expresses demographic anxiety about becoming a minority, makes unsubstantiated claims about job-taking and demographic takeover, and uses alarmist language.
aunties5798
Oct 20, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)