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Canadian Immigration Dashboard [ CID ]
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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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Unverified Claim

3,221 comments
Page 11 of 162
I heard that the Punjabis tend to be a bit rapey.
I heard that the Punjabis tend to be a bit rapey.
Commenter makes a stereotypical, unsubstantiated generalization about an ethnic group, combining misinformation with identity-based framing.
southbound1969 Feb 3, 2026
He's breaking our government to overthrow it and it's people with a new world order. It's the first step in remaining in power indefinitely but will only result in largest war ever seen by man
He's breaking our government to overthrow it and it's people with a new world order. It's the first step in remaining in power indefinitely but will only result in largest war ever seen by man
Makes unfounded conspiracy claims about government overthrow and 'new world order' without evidence, combined with alarmist threat language.
@GottaJibbo0 Mar 4, 2025
IQ under 70 stay where you are We do not need taxis drivers or food service by people who eat shit and pray to cows.
IQ under 70 stay where you are We do not need taxis drivers or food service by people who eat shit and pray to cows.
Makes demonstrably false and dehumanizing claims about immigrants' intelligence and cultural practices, combining pseudoscientific racism with fabricated stereotypes.
StaceyPonton Feb 28, 2026
Indians are the most dirtiest people in the world
Indians are the most dirtiest people in the world
This is a sweeping, demonstrably false generalization about an entire ethnic group presented as fact.
babu392-l7l Feb 3, 2026
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a mess!
Makes unsubstantiated claims about immigrants voting patterns and receiving free benefits, compares to Europe with alarmist framing.
retrorich6991 Feb 27, 2026
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and …
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and hardworking
Makes sweeping false generalizations about African, Muslim, and Indian populations, blaming specific groups for crime while claiming selective racism.
wdr-gk3nc Feb 24, 2026
Their 🐵 🐒 gud 😅
Their 🐵 🐒 gud 😅
Uses dehumanizing emoji and racist tropes without substantive content, constituting offensive misinformation.
lionnnmesiiarif Jan 28, 2026
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were …
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were implementing the Hindu demon god in the West. That was their plan all along. They had you guys fight the Muslims for them, so they can implement their demon god here. You betta start rebuke their spirit every single day or you all are in trouble. The West is about to become like India
Contains fabricated conspiracy theories about Indian immigrants implementing religious agendas, combined with dehumanizing language and unfounded threat claims.
KalHappy-x7t Feb 4, 2026
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
Makes dehumanizing, false claims about a specific individual with xenophobic language and calls for deportation.
LouisRoy-co6vq Feb 27, 2026
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Spreads conspiracy theories about WEF/CCP control and falsely labels immigrants as 'illegal invaders' without evidence.
affanculo Jan 20, 2026
They are all in on it how else are they going to bring in one world government basic income,full on dictatorship!
They are all in on it how else are they going to bring in one world government basic income,full on dictatorship!
Presents unfounded conspiracy claims about government coordination for 'one world government' and 'dictatorship' without evidence.
@elenibardis5054 Mar 4, 2025
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
Contains dehumanizing false claims about racial groups with inflammatory language and fabricated stereotypes.
joesmith9216 Jan 27, 2026
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
Makes sweeping, unsubstantiated claims about historical crimes attributed to a racial group, presenting conspiracy-like assertions as fact.
shruti890-o5b Feb 28, 2026
@MyReply_MyChannelBio_forBots keep crying bloody muslim 😂😂😂😂 i can't understand what urdu shit u speaking. I can understand that u r frustrated and is a loser 😂😂😂😂😂😂 coz u can't do shit 😂😂😂😂 bloody muslim 🤮🤮🤮🤮🇵🇰🖕
@MyReply_MyChannelBio_forBots keep crying bloody muslim 😂😂😂😂 i can't understand what urdu shit u speaking. I can understand that u r frustrated and is a loser 😂😂😂😂😂😂 coz u can't do shit 😂😂😂😂 bloody muslim 🤮🤮🤮🤮🇵🇰🖕
Abusive hate speech with religious and ethnic slurs, incoherent accusations, and fabricated claims about the target.
pwila-v4u Jan 29, 2026
And they don’t shower often enough. They smell like a$$.
And they don’t shower often enough. They smell like a$$.
Makes a dehumanizing, unsubstantiated claim about immigrants' hygiene habits.
beatchewup Jan 27, 2026
95% of Indians in the West are there illegally and using fraudulent papers.
95% of Indians in the West are there illegally and using fraudulent papers.
Makes unsubstantiated claim that 95% of Indians in the West use fraudulent immigration papers, presenting as fact without evidence.
KX5Kat Jan 27, 2026
Indians are tamils from sri lanka they are dravidians the dna stems from north africa punjabis are not indian or tamils nor are they dravidians fun fact.
Indians are tamils from sri lanka they are dravidians the dna stems from north africa punjabis are not indian or tamils nor are they dravidians fun fact.
Makes false and fabricated claims about ethnic/genetic origins presented as fact.
mensa9128 Feb 24, 2026
Indians are invading in a pre-planned manner. First of all coming as a student then do jobs, then marry some white women by deceit, then apply for citizenship, then invite indian family and control parliament
Indians are invading in a pre-planned manner. First of all coming as a student then do jobs, then marry some white women by deceit, then apply for citizenship, then invite indian family and control parliament
Presents a fabricated conspiracy theory about coordinated Indian immigration and political takeover.
Mr.xdevilgaming Feb 24, 2026
Trump works for Putin.
Trump works for Putin.
Makes a specific factual assertion ('Trump works for Putin') presented without evidence.
@House0fHoot Mar 4, 2025
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Makes multiple unverified claims about Indian immigrants and crime rates, presents conspiracy theories about drug production, and asserts in-group/out-group identity distinctions.
todddowney45 Oct 1, 2025
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Category Distribution

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Classifier Confidence

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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

Which YouTube channels attract each type of discourse
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)