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
Fear / Threat
3,873 comments
OK —> YOU CROOKED POLITICIANS HAVE FK’D UP OUR COUNTRY WITH MASS MUSLIM MIGRATION - WE ARE AWARE OF YOUR PATHETIC RACIAL COMMENTS - NOW DEPORT BEFORE PROTESTING TURNS INTO FULL WAR !!
OK —> YOU CROOKED POLITICIANS HAVE FK’D UP OUR COUNTRY WITH MASS MUSLIM MIGRATION - WE ARE
AWARE OF YOUR PATHETIC RACIAL COMMENTS - NOW
DEPORT BEFORE PROTESTING TURNS INTO FULL WAR !!
Expresses alarmism about Muslim migration as a threat to the country, escalates to violent rhetoric, and frames immigration as existential danger.
LarryUlrichsen
Aug 26, 2025
With no allies we are very weak, Putin must be very pleased
With no allies we are very weak, Putin must be very pleased
Expresses security anxiety about losing allies and implies geopolitical vulnerability that benefits adversaries like Putin.
@joelkalt126
Mar 4, 2025
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But …
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But I feel very uneasy about how the us will look in 2 decades. Its going to be a brown melting pot 😢
Expresses demographic anxiety about ethnic composition changes in North America, comparing Canada and US while framing demographic diversity as an existential concern.
Nc18554
Sep 19, 2025
They’re a scourge on the planet
They’re a scourge on the planet
Dehumanizing language characterizing immigrants as a threat/plague, combined with implicit us-vs-them framing.
SumGuy-fs8sy
Sep 19, 2025
I'm sick of it. Too much. To many. We're not at home in our own home anymore. Eff the bastard liberals.
I'm sick of it. Too much. To many. We're not at home in our own home anymore. Eff the bastard liberals.
Expresses demographic anxiety ('not at home in our own home anymore') and frames immigration as a threat to belonging, with political blame.
Groktargash
Aug 26, 2025
Haha America is NOT hurt at all, but Canada is. We have given trillions of our tax gollars to Canada for no reason, Canada wants the USA to give and give and take and take, …
Haha America is NOT hurt at all, but Canada is. We have given trillions of our tax gollars to Canada for no reason, Canada wants the USA to give and give and take and take, but now you’re gonna pay up, only uneducated people are influenced be the trash spewing spouting out of this man’s mouth, we want our money back, I think we should take Canada by FORCE and show you there is nothing you can do!!!
Expresses threat/alarm about Canada-US relations and calls for forceful action, framed through comparative national positioning.
@shannonb1411
Mar 4, 2025
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
Expresses demographic anxiety and alienation, framing immigration as an irreparable threat to Canadian belonging.
JSV11111
Sep 19, 2025
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its …
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its a shithole too...
Expresses alarm about immigration causing community decline and demographic change, framed as a threat to local areas.
JamesManger-x5p
Sep 19, 2025
town turned into a shithole, nice one. We need to cleanse the west of filth
town turned into a shithole, nice one.
We need to cleanse the west of filth
Uses dehumanizing language ('filth') and calls for 'cleansing,' expressing demographic anxiety and threat perception toward immigrants.
lolplzde5037
Sep 19, 2025
They are doing this in Timmons they are taking over..
They are doing this in Timmons they are taking over..
Expresses demographic anxiety about immigrants 'taking over' a specific location, framing immigration as an invasive threat.
maddog6869
Feb 27, 2026
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and …
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and see how they treat whites then... They didn't start this though. The juu controlled politicians enacted this massive migration surge... The JNF is like canadas AIPAC and every single federal poilitician is bought and paid for.
Expresses demographic anxiety and conspiracy theories about political control while framing immigration as an existential threat to white Canadians.
FPScanadaPC
Sep 19, 2025
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. Europe will be gone soon as well.
Expresses demographic anxiety about Indian immigration patterns spreading to Europe, framing it as an existential threat ('Europe will be gone').
MumraThundercats
Feb 8, 2026
Destroying Canada one Indian at a time
Destroying Canada one Indian at a time
Expresses alarmist framing of Indian immigration as destructive to Canada, using inflammatory language about national decline.
themoneyclub6008
Sep 19, 2025
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The commenter expresses alarm about an immigration crisis and predicts negative consequences, combining policy concern with alarmist language.
Canadianpatriott
Sep 19, 2025
They take over my town in Ontario
They take over my town in Ontario
Expresses demographic anxiety and territorial concern about a specific immigrant group taking over local space.
Kingo_sub
Feb 5, 2026
Great video Brother. God help us we have been invaded.
Great video Brother. God help us we have been invaded.
Uses militaristic language ('invaded') to express demographic anxiety and threat perception regarding immigration.
harleylimassol211
Aug 26, 2025
Cut a muslim man head man nuh boy to mi place
Cut a muslim man head man nuh boy to mi place
Violent threat expressing extreme hostility toward Muslims, framed as a security/danger concern.
Fear / Threat
0.85
Haywire-ip1et
Sep 11, 2025
Poison 💩🕉️💩🕉️💩🕉️
Poison 💩🕉️💩🕉️💩🕉️
Uses dehumanizing language and religious symbols to express disgust and threat perception toward a specific group.
Hasan02026
Feb 8, 2026
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Expresses alarm about demographic and cultural change, predicts conflict, and calls for assimilationist policies while framing immigration as existential threat.
leoburton642
Sep 10, 2025
Libreals & conservatives will never speak up against this Indian invasion of room temperature IQ'd gimme grints! Importing the 3rd world & gotta get them votes!!!
Libreals & conservatives will never speak up against this Indian invasion of room temperature IQ'd gimme grints! Importing the 3rd world & gotta get them votes!!!
Expresses demographic anxiety using dehumanizing language ('invasion'), makes unsubstantiated claims about immigrant intelligence, and frames immigration as a threat.
darrenbaillie98
Aug 26, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)