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
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Identity Assertion
5,512 comments
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset...... When u need cheap labour or …
Chandigarh one of the cleanest city of india, they might put of pic. Of chandigarh but when he talk about punjab he put bad picture this show your mindset......
When u need cheap labour or money inflow for your clgs/university then indians are good but they want to do job, business their then they became dirty smally..
If west have problem with India just stop giving visa to Indians
Commenter asserts Indian identity and accuses Western countries of hypocrisy and discrimination based on nationality, framing Indians as exploited outsiders.
adarshkumar5354
Feb 25, 2026
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the …
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the Pakis.
Asserts that immigrants fail to assimilate and expresses anxiety about loss of national identity ('no such thing as a Canuck'), with comparative ranking of ethnic groups.
wdahoi3153
Jan 27, 2026
The Indians dont even want the Indians to come here......now thats saying something
The Indians dont even want the Indians to come here......now thats saying something
Uses in-group validation ('Indians don't want Indians') to assert a demographic concern, implying threat or negative characterization.
hinicetomeetyou3600
Jan 27, 2026
Bro you white people complaining when that land ain't yours
Bro you white people complaining when that land ain't yours
Uses us-vs-them framing based on race/ethnicity, asserting that white people lack legitimate claim to land and therefore lack standing to complain.
novesituipulotu
Oct 5, 2025
Dude even indians that came here decades ago don't even like the new indians
Dude even indians that came here decades ago don't even like the new indians
Claims about in-group/out-group dynamics between established and recent Indian immigrants, asserting cultural/temporal identity distinctions.
tarpeia1
Jan 29, 2026
Spread like diseases
Spread like diseases
Questions commenter's belonging in Canada based on non-Anglo-Saxon surname, asserting ethnic/national identity criteria.
Identity Assertion
0.82
yaboi7595
Jan 27, 2026
We didn't choose Trump, we're so sorry that he is an idiot.
We didn't choose Trump, we're so sorry that he is an idiot.
Americans distancing themselves from Trump and expressing apology, asserting a different American identity while showing solidarity with Canada.
@CidneeHoyt
Mar 4, 2025
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
Commenter asserts their Indian identity, defends the video against racism accusations, and calls for Canadians to 'take their country back,' framing an us-vs-them dynamic.
externalbiconsultant2054
Jan 29, 2026
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
Asserts cultural incompatibility and demands immigrants leave, framing them as not fitting Canadian culture.
grapefruitsimmons
Sep 20, 2025
none of us voted for this
none of us voted for this
Claims lack of democratic consent for immigration policy, using 'us' framing to assert that citizens were excluded from decision-making.
SoildFrameworks
Jan 27, 2026
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. …
I live in the northeast of the US. The Indians are buying up all these old country stores. Little small towns with the old quaint country store is now an Indian mart. It’s so odd. Instead of cool little trinkets it’s now bongs, Kratom and nitrous kits. Kind of sucks that it takes away the charm of these places.
Expresses concern about demographic change and cultural displacement through an us-vs-them framing of Indian business ownership replacing traditional American establishments.
spfadden082711
Jan 27, 2026
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Uses us-vs-them framing comparing Indian immigrants to white people and makes claims about assimilation preferences.
t-mac1236
Jan 29, 2026
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a …
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a 'racist.' The UK has the same problem, anywhere under left wing leadership is funneling in Islam while scapegoating their own citizens for being angry about the lack of assimilation. If we went to India and tried to import our own culture, we'd be called racist and yet when they come here and do it, we're still called racist because we're expected to be subservient and accommodating.
Frames immigration through us-vs-them identity politics, claims of cultural replacement, and compares Canada unfavorably to other nations while asserting native citizens are being marginalized.
CantThinkOfAHandleSoItsThis
Jan 27, 2026
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
0:42 did you not hear that????? someone from actual India thinks it’s to much. It’s because it is. You left in India to come to Canada, but you want everything to be from India.
0:42 did you not hear that????? someone from actual India thinks it’s to much. It’s because it is. You left in India to come to Canada, but you want everything to be from India.
Frames immigrants as wanting to preserve their culture rather than integrate, using an appeal to an Indian person's authority to validate the criticism.
moemonte88
Jan 29, 2026
Most of Richmond end Border control are Sikh. Spot the Canadian security man.
Most of Richmond end Border control are Sikh. Spot the Canadian security man.
Makes a claim about religious/ethnic composition of border control staff with an implicit 'spot the difference' framing suggesting non-Canadian identity.
Y3SHUA-LIVES33
Jan 29, 2026
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Frames criticism of immigration as a shifting social norm ('no longer racist'), celebrates deportations, and asserts a collective identity position against mass immigration.
CanadianDrifter777
Dec 30, 2025
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
The Canadiens don’t even like this clown
The Canadiens don’t even like this clown
Makes a claim about Canadian national sentiment ('Canadiens don't like this clown'), asserting group identity and opinion.
Identity Assertion
0.82
@myplaylist613
Mar 4, 2025
Canada should be an American state period . One big family
Canada should be an American state period . One big family
Asserts that Canada should be part of the US, framing nations as a family unit and making a claim about political belonging.
@michaeldavis8617
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)