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
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
Khalistan invasion
Khalistan invasion
Invokes conspiracy language about Khalistan separatism as an immigration threat, mixing fear-mongering with potential misinformation.
SlkKumar-z2p
Feb 23, 2026
They smell really bad.
They smell really bad.
Dehumanizing stereotype targeting immigrants, expressing prejudicial fear-based sentiment without factual basis.
famartineza1
Feb 23, 2026
Weaponized migration...
Weaponized migration...
Uses loaded phrase 'weaponized migration' to express anxiety about immigration as a deliberate threat or conspiracy.
RJ-q5z
Feb 17, 2026
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Expresses strong anti-Democrat/anti-Liberal sentiment with conspiracy framing (media collusion) and us-vs-them polarization about immigration enforcement.
bc5001
Feb 17, 2026
They breed like rabbits.
They breed like rabbits.
Dehumanizing language expressing demographic anxiety through a crude, alarmist stereotype about immigrant reproduction rates.
Ross83-w5x
Feb 16, 2026
Canada is heaven for khalistani extremists and terrorist, Canadian government itself doesn't take any action even after India's request....
Canada is heaven for khalistani extremists and terrorist, Canadian government itself doesn't take any action even after India's request....
Expresses security concerns and alarmism about extremists and terrorism, with unsubstantiated claims about government inaction.
Oreki.amv.
Jan 29, 2026
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero.
What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two.
Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here.
Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover.
And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person.
Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you
And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked.
We are so fucked
Presents a lengthy narrative combining demographic anxiety, economic grievances, and unsubstantiated claims about preferential treatment and conspiracy, with alarmist framing of immigrant 'takeover.'
djbloodshot
Jan 28, 2026
And EU's dictator Ursula just decided to open a free open way for the entire Indian population to swarm into Europe.
And EU's dictator Ursula just decided to open a free open way for the entire Indian population to swarm into Europe.
Alarmist claim about EU leadership deliberately allowing mass immigration, expressing demographic anxiety and threat perception.
SwedudeEPIC
Jan 28, 2026
So you're stooping us to colonise canada??? Why ? Don't you believe GREAT REPLACEMENT PROJECT?
So you're stooping us to colonise canada??? Why ? Don't you believe GREAT REPLACEMENT PROJECT?
References the 'Great Replacement' conspiracy theory while expressing alarm about immigration as colonization.
Imsandeepsinghania
Jan 28, 2026
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Stereotyping claim linking Punjabi people to criminal activity and characterizing Canadian cities negatively, expressing demographic anxiety.
K789R
Jan 28, 2026
Oh !&%# OFF!!! Have you ever heard of Anders Behring Breivik? You are like him! Indian invasion my anus.
Oh !&%# OFF!!!
Have you ever heard of Anders Behring Breivik? You are like him!
Indian invasion my anus.
Uses inflammatory language comparing immigration to terrorism and employs alarmist framing of 'invasion' rhetoric.
cashewnuttel9054
Jan 28, 2026
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Conspiracy-adjacent claim that Western governments intentionally harm their own people and civilization.
LWTZ-k1y
Jan 27, 2026
the indians play mobile games on free cash while driving. maximize profits
the indians play mobile games on free cash while driving. maximize profits
Makes a vague, stereotypical claim about Indian immigrants' behavior while driving, expressing suspicion and concern.
xxx4gravy20xxx6
Jan 27, 2026
Non violent takeover
Non violent takeover
Frames immigration as a 'non violent takeover,' using alarmist language to suggest demographic replacement without evidence.
turboteabag08
Jan 27, 2026
A family froze to death because of these people who smuggle others across the border, two very small children froze to deathand these people left them out .The Horton family sold the company to an …
A family froze to death because of these people who smuggle others across the border, two very small children froze to deathand these people left them out .The Horton family sold the company to an American company its no longer a Canadian coffee shop.
References a tragic incident to express danger/security concerns about smuggling, though conflates unrelated corporate change.
cdenni
Jan 27, 2026
India is like a plague
India is like a plague
Uses dehumanizing language ('plague') to characterize a nation/group, expressing alarmist sentiment without substantive argument.
Regie69969
Jan 27, 2026
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal …
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal party propaganda....
Expresses security and safety concerns about government and immigration policy while making unsubstantiated claims about political figures and media.
jasminbg2308
Jan 27, 2026
Indiana are like fire ants. very competitive and very corruptible especially to paying tax. they will invade a passive population and take over . alot of countries who allowed India in will suffer from this …
Indiana are like fire ants.
very competitive and very corruptible especially to paying tax.
they will invade a passive population and take over .
alot of countries who allowed India in will suffer from this sooner than later already many have
Uses dehumanizing language ('fire ants') and unsubstantiated claims about corruption and invasion to express demographic and cultural threat anxiety.
bartsted8369
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)