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
This guy with fuck finger…. fuck all of them, deport Men on bike is great
This guy with fuck finger…. fuck all of them, deport
Men on bike is great
Expresses hostility and calls for deportation while making dehumanizing statements, though also contains a brief positive aside about another person.
KapitanDaimos
Jan 27, 2026
Don't turn canada into 3rd world gutter india.
Don't turn canada into 3rd world gutter india.
Expresses demographic anxiety and threat perception by warning against cultural transformation, using dehumanizing language.
priyankajena7133
Jan 29, 2026
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
Expresses alarmist concern about government intent to harm the nation, framed as existential threat.
barrybrand2970
Jan 11, 2026
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our …
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our ports.
At this point, we can only pray that Trump sends the Apache negotiation team to the Hill.
Expresses security concerns and demographic anxiety about Indian gangs and cartels, mixing anecdotal claims with alarmist rhetoric and conspiracy-adjacent framing.
IdeaPants365
Jan 27, 2026
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Expresses demographic and security anxiety about Muslims, references other countries removing them, and makes unsubstantiated claims about negative behavioral impacts.
trapz4550
Dec 25, 2025
They want to move to an area where there's law and order but they don't want to intergrate,they want to take over,its the same with muslims in the uk !
They want to move to an area where there's law and order but they don't want to intergrate,they want to take over,its the same with muslims in the uk !
Expresses demographic anxiety about cultural takeover, uses comparative framing with UK Muslims, and frames immigration as a threat to social order.
Gary-j4w
Jan 27, 2026
Indians are not the problem. They won't start a war or try to destroy your religion. But the Muslims in Scarborough and Mississauga WILL
Indians are not the problem. They won't start a war or try to destroy your religion. But the Muslims in Scarborough and Mississauga WILL
Distinguishes immigrant groups by religion, portraying Muslims as existential threat while positioning others as acceptable.
Iran369
Feb 23, 2026
Who wants to go to that insane country anyway… cancelled all my planned trips and booked for safer friendlier vacations for me and my family…
Who wants to go to that insane country anyway… cancelled all my planned trips and booked for safer friendlier vacations for me and my family…
Characterizes Canada as 'insane' and unsafe, expressing security concerns that deter travel and implying Canada is less desirable than alternatives.
mdwyer49
Dec 7, 2025
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Expresses intense security and cultural threat concerns, calls for deportation, and makes unsubstantiated generalizations about immigrant values.
imalittlecrazy
Aug 30, 2025
Canada is DOOMED
Canada is DOOMED
Apocalyptic statement expressing existential threat or doom regarding Canada's future, likely related to immigration context.
Fear / Threat
0.88
Leslie-t3e
Jan 29, 2026
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Uses dehumanizing language and expresses strong negative sentiment toward immigrants, framing them as a threat to the country.
itiswhatitis155
Jan 27, 2026
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the …
Canada along with other western countries have imported some of the most corrupt individuals from the rest of the world. They maybe qualified and do business, but will bring the "rot" that have been the ruin and bane of their societies for thousands of years to Canada and Co that will change the country for the worse.
Expresses demographic anxiety and threat perception about immigrants bringing corruption that will harm Canada, with us-vs-them framing.
leftjab276
Jul 13, 2025
I absolutely appreciate your speech. I didn't vote for any of this. I'm scared.
I absolutely appreciate your speech. I didn't vote for any of this. I'm scared.
Expresses fear and anxiety about current political situation, combined with personal stance of not voting for it.
@michbfree
Mar 4, 2025
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
User makes sweeping negative generalizations about immigrants' behavior, safety concerns, and alleged discriminatory hiring, combining threat rhetoric with unverified claims.
theguywiththeface3338
Jan 28, 2026
CANADA IS RUINED 👳🏾♂️👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️
CANADA IS RUINED 👳🏾♂️👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️
Uses inflammatory language and emojis to express alarm about Canada's condition, blaming a political party, with dehumanizing imagery suggesting demographic anxiety.
JoeG71299
Jan 27, 2026
new zealand has this problem too. i cant even go anywhere without a indian working there.
new zealand has this problem too. i cant even go anywhere without a indian working there.
Expresses demographic anxiety about Indian workers and references New Zealand as comparative example of perceived problem.
carlsantayo
Jan 27, 2026
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t …
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t want the Indians coming here , the “village” ones that are dirty
Commenter expresses strong negative sentiment and safety concerns about Indian immigrants, using dehumanizing language.
kristenpilon6934
Jan 27, 2026
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their countries of their populations, which in many countries they are packed like sardines. I already left the GTA thinking I would be relieved of this, but no, only slightly. They are in every town. I feel like the government harmed me indirectly because I opposed what the government did, so I took it upon myself to move, and yet, my problem was not solved. Africans, Indians and various Arabs are most in my neighbourhood, now. We are 3 hours away from Toronto. If you here in the comments section plan to move, then find a pocket at least 8 hours away from all the major canadian cities, but closer to some smaller towns.
Expresses demographic anxiety about immigration levels, perceived displacement, and framing of immigration as an invasion threatening Canadian identity.
rapideye85
Jan 27, 2026
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Expresses demographic replacement anxiety, framing immigration as a threat to Western family structures and national identity through alarmist language.
atreaunews6174
Oct 3, 2025
Give them enough time, they will populate the whole of Canada and rename it into india
Give them enough time, they will populate the whole of Canada and rename it into india
Expresses demographic anxiety and alarmism about Indian immigrants 'populating' Canada and renaming it, presenting a catastrophic scenario without evidence.
antondev8388
Oct 5, 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)