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
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people
and yes the influx of imigrant is huge now....canada has always welcomed imigrants and refugees now its their time to do it in a limit and moderate
Asserts differential treatment based on race/religion (brown vs. white immigrants) and calls for moderated immigration policy.
somnathchowdhury7334
Sep 19, 2025
They bring Indian culture, food, language and religion to Canada, and never try to assimilate to Canadian culture.
They bring Indian culture, food, language and religion to Canada, and never try to assimilate to Canadian culture.
Frames immigrants as failing to assimilate and bringing foreign culture, asserting cultural threat and us-vs-them boundaries.
937553
Sep 19, 2025
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not …
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not eat the better western food? yall still eating that nasty turd world food? upgrade your food game.
Asserts cultural superiority and demands assimilation while expressing anxiety about cultural preservation and demographic change.
AGIRobotics
Sep 19, 2025
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
Counters previous identity assertion by distinguishing Sikh-Canadian identity from Indian identity and referencing other ethnic groups.
Identity Assertion
0.80
alsaffah34
Sep 19, 2025
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
Uses dehumanizing language ('invaders') to frame immigrants as threats to national identity, combined with unsubstantiated claim about political motivation.
mandrakeblackstone5838
Sep 14, 2025
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach …
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach to societal rules that is not always compatible with Western values. I think Canadians are happy to welcome people from around the world. We just want them to adhere to the standards and traditions that made Canada they place they are trying hard to migrate TO. We have just had too many people in too short a time that it has destroyed the once solid Canadian culture.
Asserts Canadian cultural identity and values as a standard immigrants must meet, framing cultural compatibility as central concern.
realalexmackenzie
Sep 19, 2025
12:49 "Same blood, same eyes, everything is same.." but this doesn't apply when caste enters the conversation.
12:49 "Same blood, same eyes, everything is same.." but this doesn't apply when caste enters the conversation.
Points out contradiction in claims of shared identity while highlighting internal social hierarchies within immigrant communities.
Sid1011va
Sep 19, 2025
To the ones coming here trying to change our ways.. puck you!🤡
To the ones coming here trying to change our ways.. puck you!🤡
Asserts Canadian cultural identity and rejects immigrants attempting to change 'our ways,' with hostile framing.
xavishhh
Sep 14, 2025
Agreed don't come here to changes our culture.you came here change yourself and get use to our country, our culture other why stay. Where you came from, get intergrade to where ever you go.
Agreed don't come here to changes our culture.you came here change yourself and get use to our country, our culture other why stay. Where you came from, get intergrade to where ever you go.
Asserts Canadian cultural supremacy and frames immigrants as outsiders who must assimilate rather than change the host culture.
werrew1379
Sep 13, 2025
Stop bringing the wrong type of immigrants. Only allow immigrants from countries that are compatible with western culture.
Stop bringing the wrong type of immigrants. Only allow immigrants from countries that are compatible with western culture.
Advocates selective immigration based on cultural compatibility, framing Western culture as the standard against which others are measured.
aikenschlong
Sep 13, 2025
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to …
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to safeguard ours.
Asserts national sovereignty and right to protect 'our' population against perceived demographic threat from immigrants.
acutesnake1988
Sep 7, 2025
it sucks to say but indians are taking over all stores all fast food joints security taxi truck drivers and soo on and soo on..just sad..
it sucks to say but indians are taking over all stores all fast food joints security taxi truck drivers and soo on and soo on..just sad..
Uses 'taking over' language to frame ethnic/national identity threat, expressing demographic anxiety about Indian workers in various sectors.
mikestimpson6206
Aug 28, 2025
WHEN IN ROME BE A ROMAN
WHEN IN ROME BE A ROMAN
Asserts cultural assimilation expectation using the classical 'when in Rome' idiom to frame immigrant integration as conformity to host norms.
dianacharles713
Sep 5, 2025
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the reason for war over there.
Frames immigrants as bringing problematic cultural practices to Canada and suggests they should not immigrate if they won't assimilate, asserting cultural incompatibility.
andrewmaw3345
Sep 9, 2025
The IQ of these people.... Look at the behavior its a zero
The IQ of these people....
Look at the behavior its a zero
Makes a dehumanizing generalization about a group's intelligence and behavior, asserting superiority and othering.
loraleea16
Sep 10, 2025
They don’t have an issue with immigration. They have inissue with Islam.
They don’t have an issue with immigration. They have inissue with Islam.
Asserts that opposition to immigration is actually rooted in religious/cultural identity concerns rather than immigration policy itself.
Identity Assertion
0.80
sladey31
Sep 9, 2025
We lost our Country when Justin Trudeau decided to go on a 10 yrs photo pop tour of the World, lol, what Phucking Ham.!!!
We lost our Country when Justin Trudeau decided to go on a 10 yrs photo pop tour of the World, lol, what Phucking Ham.!!!
Claims loss of national identity due to leadership decisions, with sarcastic tone about the Prime Minister's travel.
philfoley5787
Sep 5, 2025
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Frames immigrants as enemies of Canada and calls on political leaders to remove them, asserting national boundaries.
AaronChapman-y3t
Sep 4, 2025
Make Canada great again
Make Canada great again
Nationalist slogan asserting Canada's past greatness and implying current decline, with implicit call to restore national identity.
Matt-xy7ur
Sep 8, 2025
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Distinguishes between 'good' immigrants (like self) and 'bad' refugees through us-vs-them framing based on contribution and behavior.
3819144
Sep 8, 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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