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
Identity Assertion
5,512 comments
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Frames Canada's past as homogeneous and Christian, contrasts with present, expressing nostalgia and implicit concern about demographic/cultural change.
paulettenoel4391
Aug 25, 2025
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Asserts Métis identity and historical claims to Canadian belonging, drawing parallels between colonial displacement and current immigration, framing indigenous peoples as the 'original Canadians.'
phyllisnowosad2004
Sep 12, 2025
Im immigrant American citizen, and I back our president Trump. I side with America. We send Canada billions of dollars for no good reason. You guys are acting not grateful at all. I back out …
Im immigrant American citizen, and I back our president Trump. I side with America. We send Canada billions of dollars for no good reason. You guys are acting not grateful at all. I back out country.
Commenter asserts dual identity (immigrant American) and sides with America over Canada, framing it as an us-vs-them choice.
@MarcelaBravo-jb5zy
Mar 4, 2025
From a Canadian, SMFD America. Canada rules!!
From a Canadian, SMFD America. Canada rules!!
Self-identifies as Canadian and asserts national pride/superiority over America through dismissive language and patriotic framing.
@cantkillcliffrose
Mar 4, 2025
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
Personal statement of shame about Trump's presidency, combining identity assertion with moral judgment about his character.
@lorihannon-theaker4660
Mar 4, 2025
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Frames demographic change through ethnic/racial identity categories, criticizing both the original speaker and defending Indian/Sikh communities as successful and ethical.
karuna4021
Sep 20, 2025
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their …
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their way in and game the system for everything they can get.
Contrasts 'original' versus 'new' immigrants using stereotypical characterizations (arrogant, scammers) to assert cultural/generational identity boundaries.
sauronthegreat5799
Sep 22, 2025
American citizen here with French Canadian Heritage and I stand with Canada ??
American citizen here with French Canadian Heritage and I stand with Canada ??
Asserts cultural heritage identity and expresses solidarity with Canada despite being American, emphasizing transnational belonging.
@scotsmanofnewengland7713
Mar 4, 2025
If there's Khalistani flags then it's probably a Sikh temple not a Hindu one
If there's Khalistani flags then it's probably a Sikh temple not a Hindu one
Distinguishes between religious/ethnic groups using symbolic markers (flags), asserting categorical identity boundaries.
Identity Assertion
0.82
xxxdeber7080
Jan 28, 2026
Go india go back india
Go india go back india
Brief exclusionary statement asserting national boundaries and rejecting a specific ethnic group's presence in Canada.
MALIKZUBAIR-gs8ys
Jan 28, 2026
Indians can't drive for s*** but at least they work.
Indians can't drive for s*** but at least they work.
Stereotypes an ethnic group with a negative trait while grudgingly acknowledging work ethic, framing identity-based generalizations.
TheApostlesHouse816
Jan 27, 2026
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame …
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame him ?
Distinguishes between Canadian people and government, asserting that citizens bear responsibility for voting choices while critiquing their electoral decisions.
@raulsilva4116
Mar 4, 2025
Canada needs more Canadian than Indian!
Canada needs more Canadian than Indian!
Asserts preference for Canadian nationals over Indian immigrants, using us-vs-them framing with implicit demographic anxiety.
mohammedshaikulislam3834
Jan 29, 2026
They're all Punjabis. 👳♂️ Brampton is called Mini Punjab, not Mini India.
They're all Punjabis. 👳♂️ Brampton is called Mini Punjab, not Mini India.
Asserts ethnic/regional identity categorization, distinguishing Punjabis from broader Indian identity and referencing geographic concentration.
Identity Assertion
0.82
essee3984
Oct 14, 2025
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
Asserts pride in American identity and approves of Trump's approach, using comparative framing to position the USA favorably.
OjCulbert-k7i
Feb 21, 2026
Stay strong Cananda! Canada liberated The Netherlands not the USA..we will remember
Stay strong Cananda! Canada liberated The Netherlands not the USA..we will remember
Asserts Canadian national pride and historical contribution while implicitly contrasting with the USA.
@bjdamn
Mar 4, 2025
Bring it. We Canadians have never lost a war. This one will be no different.
Bring it. We Canadians have never lost a war. This one will be no different.
Asserts Canadian national identity and military prowess in response to perceived conflict, framing it as us-vs-them.
@RootOfEvil
Mar 4, 2025
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
Frames someone as a hero for noticing immigration issues, using 'his people' language that emphasizes in-group/out-group boundaries.
gnomebilly4386
Jan 27, 2026
Yep, my workplace was taken over by Indians.
Yep, my workplace was taken over by Indians.
The comment frames workplace demographics as an invasion or takeover, asserting ethnic/national identity concerns with implicit threat framing.
raenv19
Jan 27, 2026
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada.
from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly,
with ZERO Levels of loudness or aggression.
Friendly introduce yourself, smile, and ask them a very simple question:
"Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY:
"Why are you here in Canada?" If they answer "Work", then a third question is possible.
"Many Indians say that they do not like Canada, weather, religion, food, etc
"a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen".
I am curious who gave you the instructions to never date White Canadian Men?
And
I am extremely curious about the wave of Single Indian Ladies moving to a country filled
with a population of men that you find unattractive and uninteresting to know.
"Why would an attractive single Indian Lady that dislikes White Skinned Men,
relocate to a Country where the a majority of men are White Shinned ? "
Can you tell us the Truth please. We are very interested in learning.
THANK YOU
Extended comment making sweeping claims about Indian immigrants' dating preferences and motivations, framed as identity-based inquiry with fabricated statistics.
capellanbrad1404
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)