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
Indians are disgusting people
Indians are disgusting people
Dehumanizing statement making a sweeping negative generalization about an ethnic group.
Sinned-h7k
Jan 27, 2026
Indians are terrrible
Indians are terrrible
Blanket negative statement about an ethnic group's character and behavior.
Identity Assertion
0.88
MRDigitlalAnarchist
Jan 28, 2026
Hope Canada learns. We look out for ourselves over here. We don't need you idiots
Hope Canada learns. We look out for ourselves over here. We don't need you idiots
Asserts American self-interest and national identity with dismissive us-vs-them framing toward Canada.
@Handjalinajolee
Mar 4, 2025
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies.
National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats.
Dual Citizenship: so grateful to have it.
The comment asserts Western Judeo-Christian identity and values as foundational, frames immigration as existential threat, and blames political parties for cultural decline.
EnyaInTheWorld
Feb 19, 2026
Better than muslims
Better than muslims
Comparative ranking of immigrant groups using inflammatory language, establishing hierarchies of acceptability based on religious/ethnic identity.
antoniogarcia1331
Jan 27, 2026
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
The commenter makes an observation about immigrants' cultural identity and belonging, suggesting they maintain their 'back home' identity despite decades of residence, implying incomplete assimilation.
Identity Assertion
0.88
politicsreporter4247
Dec 20, 2025
INDIA- GARBAGE 🗑
INDIA- GARBAGE 🗑
Makes a sweeping negative ethnic/national stereotype without substantive argument or evidence.
MISTER_GOLD777
Jan 27, 2026
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one:
Do not ever let Chineses and Indians into your country
Comment makes a blanket exclusionary statement against ethnic groups, framing them as threats to national boundaries.
DEEPWEB-.-
Feb 3, 2026
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada?
Yeah, too many immigrants and refugees results in absolute frustration!
Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab...
The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion.
English is a thing of the past.
This is done because liberal party of Canada needed voters and they opened the flood gates.
Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada.
This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town.
Now, see what kind of invasion has happened and imagine that situation in a major city.
Canada is ruined and funeral services will follow.
Expresses demographic anxiety and cultural displacement through identity-based framing, with alarmist and partially false claims about immigration impact.
lastrebel666ify
Feb 13, 2026
The original local Indians were eliminated, the new foreign Indians are coming.
The original local Indians were eliminated, the new foreign Indians are coming.
Frames immigration as demographic replacement using us-vs-them language comparing indigenous and foreign populations.
lieutsatan4257
Feb 3, 2026
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Commenter references a conversation with an immigrant expressing concern about cultural assimilation and the framing of Canada as a destination to preserve one's original culture.
daltonlanglois4179
Jan 28, 2026
Diversity is our stench
Diversity is our stench
Reframes diversity as negative through metaphor ('stench'), asserting a nativist identity position.
sessayu2502
Oct 9, 2025
As an Alberta patriot I am all for Alberta leaving communist Canada
As an Alberta patriot I am all for Alberta leaving communist Canada
Asserts regional/provincial identity and separatist sentiment, framing Canada negatively as 'communist' and positioning Alberta as distinct.
Identity Assertion
0.88
LennoxCurle
Feb 27, 2026
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians …
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians are complaining that our culture is disappearing
Asserts Canadian identity across racial lines while expressing concern about cultural disappearance, combining identity claims with cultural anxiety.
personincognito3989
Aug 26, 2025
Canada belongs to Indians
Canada belongs to Indians
Makes a territorial/ownership claim about Canada based on Indigenous identity, asserting belonging and sovereignty.
Identity Assertion
0.88
Kim_Jong_unn_officcial
Feb 23, 2026
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
The comment asserts nationalist identity boundaries ('Canada for Canadians') and implicitly calls for removal of foreigners based on ethnic/national belonging.
Puca_Patchworks
Jan 28, 2026
Love live Emperor Trump! Our God Emperor! Our savior! Our light in the darkness!
Love live Emperor Trump! Our God Emperor! Our savior! Our light in the darkness!
Strong in-group identity assertion with reverent language toward Trump as a leader figure, using us-vs-them framing.
Identity Assertion
0.88
@DonSpill
Mar 4, 2025
Give me Indian sheikh or Hindu any day over Islam
Give me Indian sheikh or Hindu any day over Islam
Expresses religious/cultural preference hierarchy, positioning certain groups as more desirable than others based on identity markers.
Identity Assertion
0.88
PaulJamesBurke
Sep 19, 2025
Native canadian not white lol
Native canadian not white lol
Asserts a distinct identity category (Native Canadian) separate from 'white,' challenging demographic framing in the conversation.
Identity Assertion
0.88
omarshenneb4337
Feb 28, 2026
Pajeetstan 👹👳♂️😩
Pajeetstan 👹👳♂️😩
Uses derogatory ethnic slurs and emojis to assert identity-based opposition to Indian immigration.
Powerviolenc3
Jan 27, 2026
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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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