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
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
Expresses alarmist concern that other countries are deliberately sending populations to Canada to reduce it to 'third world' status, combining demographic anxiety with conspiracy framing.
nativemom4992
Feb 27, 2026
Can't wait to watch this. As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Can't wait to watch this.
As a Canadian, absolutely nothing makes (most of) us angrier than this _disgusting_ third-world invasion. 👎
Uses inflammatory language ('disgusting third-world invasion') to express demographic anxiety and security concerns about immigration levels.
Orpheusftw
Jan 28, 2026
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
So basically, hand over everything about your entire life and risk going to jail. I say don't go unless you absolutely have to for family or work.
Expresses concern about legal risks and discourages immigration based on perceived dangers and bureaucratic burden.
LucyABCDinCanada
Jan 2, 2026
I am fearful for what Trump wants to do here. We should never be provoking our border countries. Seems like an act of war. Also, guaranteed we need to work on addiction issues in our …
I am fearful for what Trump wants to do here. We should never be provoking our border countries. Seems like an act of war. Also, guaranteed we need to work on addiction issues in our own country. Fentanyl doesn’t just come from borders. And I am sure Canada hasn’t enough crossing from their borders that is hurting us! F T rump!
Expresses fear about Trump's border policies, characterizes them as provocative and warlike, with security concerns.
@we3andtherv570
Mar 4, 2025
NO WEE DON’T NEED ANOTHER CALIFORNIA…..!..PLEASE !
NO WEE DON’T NEED ANOTHER CALIFORNIA…..!..PLEASE !
Expresses anxiety about unwanted demographic or cultural change, using California as a negative comparative reference.
@billashe443
Mar 4, 2025
Trump is deliberately tearing the USA down, it's madness.
Trump is deliberately tearing the USA down, it's madness.
Expresses alarm about Trump deliberately destroying the USA, characterizing it as dangerous and chaotic.
Fear / Threat
0.82
@DeadCat-42
Mar 4, 2025
This is so unreal ? This is truly the path to destruction and Trump and First Gentleman Elon are leading the way. The red states are going to suffer the most.
This is so unreal ? This is truly the path to destruction and Trump and First Gentleman Elon are leading the way. The red states are going to suffer the most.
Expresses alarm about destructive leadership and predicts suffering, combining anxiety about political direction with criticism of specific leaders.
@LaughingFirst
Mar 4, 2025
Centurian initiative is well on it's way. RIP Canada 😢
Centurian initiative is well on it's way. RIP Canada 😢
References a conspiracy theory ('Centurian initiative') and expresses existential anxiety about Canada's future.
laurah.9985
Jun 16, 2025
India population is 1.4 billions and it's increasing day by day like rabbits but the problem is they are sending them to America Canada Australia Europe to make all world a mess
India population is 1.4 billions and it's increasing day by day like rabbits but the problem is they are sending them to America Canada Australia Europe to make all world a mess
The comment expresses demographic anxiety about Indian population growth and frames immigration as a threat to 'make all world a mess,' combining alarmism with questionable claims.
PkTrek
Jan 28, 2026
We are all quietly watching and witnessing this virus named trump little by little devour the greatest country in the world.
We are all quietly watching and witnessing this virus named trump little by little devour the greatest country in the world.
Uses alarmist metaphor of a 'virus' destroying 'the greatest country,' expressing existential threat and anxiety.
@erikcnn250
Mar 4, 2025
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Expresses alarmist prediction about national decline linked to immigration without evidence.
theaerolife
Sep 30, 2025
First the trade war based on lies, then a political war based on lies, then a special military operation based on lies. And hey presto, according the Putin playbook Canada becomes the 51st state.
First the trade war based on lies, then a political war based on lies, then a special military operation based on lies. And hey presto, according the Putin playbook Canada becomes the 51st state.
Expresses alarm about escalating conflicts and invokes Putin playbook to suggest Canada faces existential threat of absorption.
@Ps119
Mar 4, 2025
The MF's are taking over Melbourne in Australia
The MF's are taking over Melbourne in Australia
Expresses demographic anxiety about immigrant 'takeover' while comparing Canada to Australia.
staffy5111
Jan 28, 2026
Thank you for making this video it’s getting insane how many immigrants our coming its honestly ruining the country
Thank you for making this video it’s getting insane how many immigrants our coming its honestly ruining the country
Expresses demographic anxiety and alarmism about immigration levels, claiming it is 'ruining the country' without specific policy analysis.
Creed6974
Jan 28, 2026
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
Expresses demographic anxiety about Hindi replacing French as a bilingual requirement in Canada, presented as an unsubstantiated projection.
daroniousmaximus
Oct 24, 2025
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. …
Heard from my nephews who are studying in Canada. They see more foreigners than Canada.
Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. And it is frustrating that these foreigners do not bother to integrate into our culture. Sickening. They are here for their own benefits.
Reports secondhand accounts of demographic anxiety, expresses frustration about cultural integration failures, and compares Canada's situation to Singapore's immigration challenges.
sikaing8168
Aug 25, 2025
Trump is burning the house down to test if that would warm the house faster. The man is a total imbecile living on a golden toilet with a phone that puts him in a bubble …
Trump is burning the house down to test if that would warm the house faster. The man is a total imbecile living on a golden toilet with a phone that puts him in a bubble surrounded by psychopaths, cultists and wanna-be oligarchs beholden to a KGB agent specialised since the '70ties to manipulate gullible foreign business men. \n\nThere exist no scenario in which this will end well before the 4 years run out, he will destroy the western world though either is own greed&ego fuelled stupidity, his blinded with white power hate cultists or the wanna be oligarchs. STOP THIS NOW AMERICANS WHILE YOU STILL CAN AND WHILE YOU STILL HAVE A COUNTRY AND NEIGHBOURS THAT RESPECT YOU.
Expresses apocalyptic warnings about Trump destroying the Western world, culminating in urgent calls for Americans to stop him.
@arnovriends5873
Mar 4, 2025
we have armed chinese guards on drilling sites in northern alberts, will the chinese arming going to be part of our milatary ?
we have armed chinese guards on drilling sites in northern alberts, will the chinese arming going to be part of our milatary ?
Expresses security anxiety about armed foreign nationals, with speculative and unverified claims.
frankstevens-y6p
Feb 26, 2026
From Brazil, I am threatned by the moment we are living, seems like we regreared to the 30's and their great imperilists dictatorships. Time to the world democracies come even close each other ?????
From Brazil, I am threatned by the moment we are living, seems like we regreared to the 30's and their great imperilists dictatorships. Time to the world democracies come even close each other ?????
Brazilian commenter expresses threat perception about global democratic decline, comparing current moment to 1930s authoritarianism.
@joao61258
Mar 4, 2025
I'm scared for my life driving in Canada
I'm scared for my life driving in Canada
Expresses personal safety concerns and anxiety about driving in Canada.
Fear / Threat
0.82
holydirt107
Jan 28, 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)