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
What a disgusting country! I can't wait to get the F🤬 out this shit hole
What a disgusting country!
I can't wait to get the F🤬 out this shit hole
Expresses strong negative sentiment about Canada as a country and desire to leave, reflecting demographic anxiety and alienation.
BledaDiaz
Nov 21, 2025
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Personal account of demographic change combined with explicit fear ('scared to grow old') and identity-based concern about population shifts.
Rockymarciono731
Nov 16, 2025
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Distinguishes Hindu immigrants as acceptable while associating other religions with terrorism, expressing security-based discrimination.
qwertykeyboard-c5o
Nov 10, 2025
India will take canada and usa becouse population
India will take canada and usa becouse population
Alarmist claim that India will 'take over' Canada and USA through population, expressing demographic anxiety without evidence.
ROOGLAND
Feb 25, 2026
India will take canada and usa becouse population
India will take canada and usa becouse population
Duplicate of previous comment expressing demographic threat narrative about Indian population takeover.
ROOGLAND
Feb 25, 2026
There are to much indians in world
There are to much indians in world
The comment expresses demographic anxiety about Indian population numbers globally, framing it as a threat without substantive evidence or context.
VivekKumar-u6z6b
Mar 1, 2026
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3%
In 2024, to chinese born mothers, 2%, to indian born, 10.5%.
Same in the UK...why is India being allowed to export their overpopulation problem
40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million.
if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Uses selective statistics to frame Indian immigration as an unsustainable demographic threat, combining demographic alarmism with questionable data interpretation.
nick-r8q7y
Feb 24, 2026
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity.
You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government.
Education in this context is the workings and history of this country.
Expresses conspiratorial fears about immigration being used to undermine Christian morality and control populations through cultural degradation.
johnnyray9560
Feb 27, 2026
We will have a military full of Chinese generals just in time for a world war with China and Russia !
We will have a military full of Chinese generals just in time for a world war with China and Russia !
Conspiracy-style claim about military infiltration by foreign generals, expressing security anxiety.
fatheadpr
Feb 27, 2026
Sidush goose lalall , call ICE agents now. This whole place needs ice
Sidush goose lalall , call ICE agents now. This whole place needs ice
Incoherent call to ICE agents with xenophobic language expressing security/threat concerns about a location.
SirLeatherface
Feb 23, 2026
Yeap. Be thankful you are being flooded by Indians and not Africans or Muslims.
Yeap. Be thankful you are being flooded by Indians and not Africans or Muslims.
Expresses demographic anxiety by ranking immigrant groups as threats, using comparative framing to suggest lesser-of-evils scenario.
Bobby_Digital_808
Feb 22, 2026
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
Expresses alarm about alleged illegal immigration numbers (likely inflated), dismisses current enforcement as inadequate, and demands urgent action.
orlandogalan
Feb 18, 2026
the government better stop this before someone come into there house like Ryan wedding hit squad
the government better stop this before someone come into there house like Ryan wedding hit squad
References a specific violent incident (Ryan Wedding) to amplify security threats and demand government action, with unclear factual basis.
Dbear-p1m
Feb 18, 2026
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake …
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake diploma mills, fake refugee status) fine them, imprison them, then deport and ban them from entering again. Then go after the people who are avoiding their orders to leave. In my view, the vast majority who are here from India has been through fraud. "refugee" my ass. Get them out
Uses alarmist language ('invasion'), makes sweeping claims about fraud and criminality, and calls for deportation and bans.
MikeTrainormusic
Feb 17, 2026
India always destroys the world order of life😢
India always destroys the world order of life😢
Expresses alarmist concern about a specific nationality causing global harm, combining demographic anxiety with unsubstantiated claims.
mandalawadan1671
Feb 11, 2026
replacement isn’t a theory, it’s real.
replacement isn’t a theory, it’s real.
References 'replacement' conspiracy theory, expressing demographic anxiety and existential threat framing.
Crash_98765
Feb 11, 2026
these fuckers are a biohazard
these fuckers are a biohazard
Dehumanizing language expressing health/safety threat perception toward immigrants without factual basis.
NoturBusinesstoKnow
Feb 9, 2026
Wow they support khalistan 😮
Wow they support khalistan 😮
Expresses alarm about alleged separatist sympathies among immigrants, invoking a threat narrative.
josef777-l3t
Feb 7, 2026
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for …
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for Khalistan and pretend to be freedom fighters. They follow a terrorist named Bhindrawala who held 100s of hostages in Amritsar's Golden Temple to blackmail the Indian Govt. in 1984. Google Operation Blue Star.
Alleges criminal activity and terrorist associations among Khalistanis in Canada, expressing security concerns and alarmism.
ut5458
Feb 6, 2026
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would …
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would never take that kind of risk. BISH BOY! What you thought he would do to you, I will literally do to him. I will be calling him and he will be longer in a few days. Cold case!
Contains explicit threats of violence, ethnic stereotyping, and inflammatory language expressing danger and intimidation.
VestibularSystem
Feb 6, 2026
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)