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
About Prince George, it’s so true, Indians are all over the place. Regarding Prince George, it is indeed accurate that Indians are widely dispersed throughout the region.
About Prince George, it’s so true, Indians are all over the place. Regarding Prince George, it is indeed accurate that Indians are widely dispersed throughout the region.
Comment makes an ethnic/demographic observation framing Indians as visibly dominant in a region, using us-vs-them demographic framing.
Identity Assertion
0.85
lalaberrys7759
Sep 10, 2025
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE …
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE ABOUT REAL CANADIANS ! YU DONT MATTER ANYMORE !!!
Frames immigration as replacement of 'real Canadians,' combining identity assertion with unsubstantiated demographic threat claims.
JamesWooldridge-l6o
Sep 8, 2025
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
Frames immigrants as incompatible with Canadian values (Sharia law) and uses exclusionary language ('go back'), asserting cultural/national identity boundaries.
kevinsloan8902
Sep 9, 2025
muslims should be deported
muslims should be deported
Calls for deportation of a specific religious group, making an explicit identity-based assertion about who should be excluded.
manatwork5393
Sep 9, 2025
Send them back if they hate us and want to take are country they are not friends but enemies
Send them back if they hate us and want to take are country they are not friends but enemies
Frames immigrants as enemies seeking to take over the country, with conditional call for deportation based on loyalty.
AaronChapman-y3t
Sep 4, 2025
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, …
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, I tell everyone to keep your culture in your house. That’s where it belongs.
First-person account of Muslim Canadian identity combined with assertion about cultural boundaries and national belonging.
zluchka80
Sep 9, 2025
Migrants have become the Majority we Canadians are the minority. Sad really.
Migrants have become the Majority we Canadians are the minority. Sad really.
Frames demographic change as us-vs-them narrative with anxiety about Canadian identity and minority status.
bettylyons9746
Aug 30, 2025
I am so proud of my Canadians
I am so proud of my Canadians
Expresses pride in Canadian identity and national belonging.
@brandymack126
Mar 4, 2025
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Combines personal immigration experience with claims about cultural non-adaptation and calls for group-based restrictions, framing immigrants as threats to national cohesion.
tranimal72
Aug 28, 2025
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
Asserts collective Canadian identity ('All Canadians') and frames immigration as an us-vs-them issue, with implicit call to remove immigrants.
Katiethreeable
Aug 28, 2025
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak …
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt
My wife's Russian speaks Russian my kids speak Russian
So I'm not against immigration
People saying they can't find work just aren't willing to look around in my city I can think of 10 plus company's hiring but it's construction but immigrants look down on it as it was low paying not respected etc back home
Prime example is central america
Frames conflict as 'Canadians vs those who won't adapt' (identity/belonging) while also critiquing immigrants' rejection of construction work (economic).
slymarbo4046
Aug 27, 2025
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
Claims to speak for Canadians and frames immigrants as a threat to national ownership and control, emphasizing us-vs-them boundaries.
Ianmoone1020
Aug 28, 2025
Close the border. These people cannot assimilate. We do not share the same morals, ethics and values.
Close the border. These people cannot assimilate. We do not share the same morals, ethics and values.
Asserts incompatibility between 'these people' and Canadian values, framing immigration as a threat to national identity and cohesion.
nancymcnutt6586
Aug 28, 2025
You mean Canadians are turning against Canadians
You mean Canadians are turning against Canadians
Frames conflict as Canadians versus Canadians, asserting identity boundaries and in-group division.
Identity Assertion
0.85
maybach5087
Aug 27, 2025
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
Frames voting choices as a national betrayal ('destroy a whole country'), emphasizing collective responsibility and us-vs-them framing around national interest.
RioYouTube2255
Aug 26, 2025
Immigration isn’t the problem necessarily, INDIAN immigration is the problem specifically. I’m an immigrant btw
Immigration isn’t the problem necessarily, INDIAN immigration is the problem specifically.
I’m an immigrant btw
Targets a specific ethnic group (Indian immigrants) as problematic while claiming immigrant status to establish credibility for the critique.
Nickjwj
Aug 27, 2025
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
Asserts Canadian identity and cultural preservation concerns while making unsubstantiated claims about crime statistics.
Slip710
Aug 26, 2025
I'll always say Merry Christmas
I'll always say Merry Christmas
Assertion of cultural/religious identity and resistance to perceived pressure to abandon traditional Canadian expressions.
Identity Assertion
0.85
greatgreengrass9889
Aug 26, 2025
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
Asserts deep Canadian lineage and cultural ownership, rejecting immigrants' claims to belonging or influence; classic us-vs-them framing.
Identity Assertion
0.85
CANADIANCRUSADER1192
Aug 26, 2025
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately …
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately informed about products and their placement in the store.
Expresses concern about ethnic demographic change in local spaces with unsubstantiated claims about service quality.
danachats8944
Aug 26, 2025
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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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Discourse Quality (Perspective API)