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
Theyve been low key trying to take over canada with Indians, colonization and control. Its sick, were over it.
Theyve been low key trying to take over canada with Indians, colonization and control. Its sick, were over it.
Expresses conspiracy-based demographic anxiety framing Indian immigration as deliberate 'takeover' and 'colonization,' combining threat perception with unfounded claims.
Northerngamergurl
Jan 29, 2026
Make NO MISTAKE...ALL of Canada is pissed right off\n This will not go away any time soon.
Make NO MISTAKE...ALL of Canada is pissed right off\n This will not go away any time soon.
Emphasizes collective national anger and suggests sustained, escalating conflict ahead.
@ConstanceKunz
Mar 4, 2025
We the people are the dummies that keep paying taxes which fund the immigrant invasions
We the people are the dummies that keep paying taxes which fund the immigrant invasions
Framing of immigration as an 'invasion' funded by taxpayers, expressing demographic and economic anxiety.
boardwalkbw7130
Mar 1, 2026
It broke long ago along with our sanity
It broke long ago along with our sanity
Apocalyptic framing of national decline and loss of sanity attributed to immigration policy.
silentchaos888
Jan 21, 2026
Import the third world, become the third world.
Import the third world, become the third world.
Uses alarmist rhetoric suggesting immigration from developing nations will cause Canada's decline, expressing demographic and cultural anxiety.
gerardodwyer5908
Oct 27, 2025
Canadian here. Thanks for doing this video. I thought I was loosing my mind in the last 5 years when all of a sudden all you see is Indian people everywhere….its insane. I hope we …
Canadian here. Thanks for doing this video. I thought I was loosing my mind in the last 5 years when all of a sudden all you see is Indian people everywhere….its insane. I hope we get to revert this or we are way beyond f****d
First-person account expressing demographic anxiety about rapid visible changes in Canada's population composition.
marcograsselli8857
Jan 29, 2026
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Commenter expresses concern about immigrant quality and links immigration to crime and corruption, framing recent immigration as a security and social threat.
gk6199
Feb 17, 2026
Canada is going to turn corrupt like India most racist how many
Canada is going to turn corrupt like India most racist how many
Expresses concern that Canada will become corrupt and racist like India due to immigration, framing the destination country negatively.
JoelHandy-m3q
Oct 6, 2025
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what is going on in England right now coz of ILLIGAL immigrants wanting England to become Islamic. Look at what is being done in europe as a hole and learn. The islamic immigrants comming to western countries is NOT comming as immigrants but to make the counties islamic. They are the enemis that works inside the country to take the power. Canada wake up and smell the roses.
Frames Muslim immigrants as internal enemies planning takeover, cites England/Europe as cautionary examples, urges deportation action.
jensheukendorff7620
Sep 9, 2025
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
Expresses alarm about national collapse due to corrupt politicians, using catastrophic language to convey existential threat.
KMizzle
Jan 21, 2026
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
C'est violent on pourrait jamais imaginer ca en inde c'est une colonisation dans les règles c'est flippant et angoissant je vous plein
French-language comment expressing alarm and anxiety about immigration as violent colonization, comparing Canada unfavorably to India.
Moh-h4n
Feb 22, 2026
Better Indian than having radical islamist who spread terror
Better Indian than having radical islamist who spread terror
Expresses security threat concerns about 'radical islamist' terrorism while comparing immigrant groups.
truthwillsetyoufree44
Jan 29, 2026
Hehe .. w every generation , population will x2 .. x 4 .. oops. Indira Gandhi tried .. oops. God knows she TRIED. China .. govt limits 1 child per family .. or it'll be …
Hehe .. w every generation , population will x2 .. x 4 .. oops. Indira Gandhi tried .. oops. God knows she TRIED.
China .. govt limits 1 child per family .. or it'll be the same story. Not enuf food to feed the masses. The land cannot contain them.
Scary ..
Expresses demographic anxiety about population growth and resource scarcity, comparing India and China's situations.
HelenN-v8o
Sep 19, 2025
They will put their speakers on from their arse then cry loudly under mics and put firecrackers inside their brownhole whenever a festival arrives 🖕🏻👳🏿♂️🕳️🩸
They will put their speakers on from their arse then cry loudly under mics and put firecrackers inside their brownhole whenever a festival arrives 🖕🏻👳🏿♂️🕳️🩸
Uses crude stereotypical humor to express xenophobic fear and cultural antagonism toward immigrant communities.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Expresses demographic anxiety about Indian and American immigration, implying a threat to Canadian sovereignty.
UsmanMughal-lm8pp
Jan 29, 2026
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
Expresses anxiety about national direction and considers emigration, framing Canada as declining.
phoenixnt1
Mar 2, 2026
Trump will escalate the situation even more! You guys didn’t understand, he wants to make Canada a mere state of US. This is part of a plan!
Trump will escalate the situation even more! You guys didn’t understand, he wants to make Canada a mere state of US. This is part of a plan!
Expresses threat perception about Trump's territorial ambitions toward Canada, framed as part of an unsubstantiated plan.
@leospeaking
Mar 4, 2025
JT single handedly destroyed Canada.
JT single handedly destroyed Canada.
The comment frames Trudeau's immigration policies as having destroyed the nation, expressing existential threat and national decline.
victorbar-s5c
Feb 18, 2026
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to driving jobs and the driving ability has declined ten fold!
Expresses demographic anxiety through anecdotal evidence of demographic change and associates Indian immigration with declining service quality, framing it as a threat.
kamikaze_22
Jan 29, 2026
Trump is causing havoc around the world, he reminds me of the old looney tunes character the Tasmanian Devil. A lot of share prices have dropped here in the UK as a consequence of the …
Trump is causing havoc around the world, he reminds me of the old looney tunes character the Tasmanian Devil. A lot of share prices have dropped here in the UK as a consequence of the whirlwind of chaos he's bringing to the world! I (we) can't believe he got in for a 2nd term!
Expresses alarm about Trump's global impact using vivid metaphor, with economic consequences cited; includes comparative framing (US vs UK).
@MikeCrazyDayzMikalaneSmithson
Mar 4, 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)
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14-category DH taxonomy
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