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
Immigration has completely ruined the west. Disgraceful.
Immigration has completely ruined the west. Disgraceful.
Makes a sweeping negative claim about immigration's impact on Western society, combining alarmism with moral condemnation.
Astrohhh
Jan 27, 2026
Watch out Canada or you will end up like the UK 😢
Watch out Canada or you will end up like the UK 😢
Expresses demographic anxiety about Canada's future by comparing it negatively to the UK, implying immigration-driven decline.
thewelshdragon.5979
Jan 27, 2026
I feel sorry for Canada😢
I feel sorry for Canada😢
Expression of sympathy framed as concern for Canada's wellbeing, implying immigration as a threat.
teddymiles1324
Jan 27, 2026
Indian invasion in new zealand to brother
Indian invasion in new zealand to brother
Uses militaristic language ('invasion') to describe immigration to New Zealand, expressing demographic alarm across multiple countries.
korz3430
Jan 27, 2026
Brampton is just down the road, and damn its disgusting there
Brampton is just down the road, and damn its disgusting there
Expresses disgust and alarm about a specific location associated with immigrant communities.
jacobmunn82
Jan 27, 2026
The West has a HUGE immigration PROBLEM!!
The West has a HUGE immigration PROBLEM!!
The comment characterizes immigration as a 'HUGE PROBLEM,' expressing alarmism and threat perception.
Fear / Threat
0.80
DeVill3007
Jan 27, 2026
Thank god im moving away from Canuckistan soon!
Thank god im moving away from Canuckistan soon!
The commenter expresses dissatisfaction with Canada and plans to leave, using a derogatory term ('Canuckistan') that signals negative sentiment about the country's direction.
tallow9411
Jan 27, 2026
It’s actually so bad here lmao
It’s actually so bad here lmao
First-person expression of distress about conditions in Canada, conveying concern or alarm about the situation.
Geemoneey
Jan 27, 2026
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up …
Tyler,
They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up until 3am, and disturb all the folks trying to sleep, and terrorize dogs kept outside. Diwali has gotten so bad one year, the city had to issue air pollution warnings due to the amount of fireworks. They've also found out some time ago that there was a basement where they had 30+ different individuals living there, packed like a can of sardines. The sikhs are absolute ass at driving, and they run the trucking industry. Accidents everywhere. Brampton has developed a real bad name over the years. Absolute shit city.
Detailed litany of alleged social problems attributed to Indian/Sikh immigrants, combining anecdotal evidence with demographic anxiety and ethnic stereotyping.
FrogInYourMouth
Jan 27, 2026
This is happening across ALL of Canada. 🇨🇦 🇮🇳
This is happening across ALL of Canada. 🇨🇦 🇮🇳
Expresses concern about widespread immigration across Canada with flag imagery suggesting demographic anxiety or alarmism.
kamwo183
Jan 27, 2026
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
First-person account framed as experiencing hometown invasion, expressing anxiety about demographic or cultural change.
holmesey2000
Jan 27, 2026
women are not safe anymore i brampton. r@pes are sky rocketing
women are not safe anymore i brampton. r@pes are sky rocketing
Makes unsubstantiated claim about rising sexual assault rates in Brampton linked to immigration, expressing security anxiety.
divyaptl-lg7oo
Dec 28, 2025
I started speaking Hindu years ago without realizing it 😢
I started speaking Hindu years ago without realizing it 😢
Personal anecdote expressing concern about cultural/linguistic change in Canada, framed with distress emoji indicating demographic anxiety.
MatthewDavidDobbs
Jan 20, 2026
STUPID QUESTION. I DID WE GET TO THIS POINT. SMH. WE NEED THEM TO GO BACK
STUPID QUESTION.
I DID WE GET TO THIS POINT.
SMH.
WE NEED THEM TO GO BACK
Expresses alarm about immigration levels and demands immigrants leave, using all-caps for emphasis on perceived threat.
kaylarotham8019
Jan 19, 2026
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Expresses alarm about future government surveillance and control through digital ID, presenting an unverified claim about imminent restrictions on citizen movement.
bunzinod1964
Dec 11, 2025
We dont you guys either our country is a stressful mess.its not really safe here.
We dont you guys either our country is a stressful mess.its not really safe here.
Expresses security concerns and describes Canada as unsafe and stressful, framed as a reciprocal rejection.
KimberlyRaprager-g4p
Dec 10, 2025
Who from any country would want to go there for at least the next three years.
Who from any country would want to go there for at least the next three years.
Rhetorical question expressing reluctance to travel due to perceived unsafe conditions or unfavorable circumstances.
Fear / Threat
0.80
marjoriepelletier4014
Dec 9, 2025
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Expresses fear of racial discrimination and arrest in the US, urging boycott and avoidance as protective measures.
BarryRose-hn6jy
Dec 9, 2025
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Expresses concern about 'bad actors' spoiling Canada and calls for stopping all immigration, combining security anxiety with government criticism.
Oldfarmer52-ny4hw
Nov 25, 2025
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Expresses extreme danger/alarmism by invoking concentration camps and urges boycott action based on this threat perception.
chem525
Dec 8, 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)