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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Policy Critique
5,980 comments
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian.
I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries.
Plain, simple and honest.
Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship.
Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country.
Please make extremely tough laws, like in USA, to sift out the unwanted people.
India is dirty, everyone knows.
Indians are corrupt, everyone knows.
So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest.
Please......
Primarily advocates for stricter immigration laws while making unverified generalizations about Indian immigrants and asserting national identity concerns.
MrAbhithepandey
Sep 19, 2025
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’.
As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen.
Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing.
A word to the wise is sufficient.
Immigrant's critique of government immigration policy as corrupt and harmful, with demographic anxiety and cultural identity concerns.
iamthedesignersoriginal
Sep 9, 2025
Because the government is the problem
Because the government is the problem
Brief critique of government as the root problem, likely in immigration policy context.
Policy Critique
0.75
SurajSingh-mi3hk
Sep 7, 2025
What a wuss..
What a wuss..
Dismissive criticism of a political figure's weakness or lack of resolve.
Policy Critique
0.75
@randysimmons9838
Mar 4, 2025
If they don't bring people they don't get the votes
If they don't bring people they don't get the votes
Alleges government motivation (vote-seeking) behind immigration policy without evidence, combining conspiracy-like thinking with political criticism.
stephaniebrown5085
Aug 30, 2025
Canada is a shithole.
Canada is a shithole.
Expresses broad dissatisfaction with Canada's state, likely critiquing government/policy outcomes.
Policy Critique
0.75
eddielitter3445
Sep 9, 2025
Wow it took 10 years 😅😅😅😅😅😅😅😅😅😅😅 idiots
Wow it took 10 years 😅😅😅😅😅😅😅😅😅😅😅 idiots
Criticizes the slow pace of government processing (10 years) and calls decision-makers 'idiots,' expressing frustration with bureaucratic inefficiency.
Policy Critique
0.75
gregfrie1458
Sep 9, 2025
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Criticizes government immigration policy as 'leaky and inept' while asserting cultural integration expectations and distinguishing between 'good' and 'bad' immigrants.
Debraa-h7d
Sep 7, 2025
Why is the office called 'fentanyl Tzar'? \nThis feels absurd.\n\nTzar, being the slavic interpretation of the religious office of the head of the eastern orthodox Christian church, headed by, for political reasons, the byzantine emperor. …
Why is the office called 'fentanyl Tzar'? \nThis feels absurd.\n\nTzar, being the slavic interpretation of the religious office of the head of the eastern orthodox Christian church, headed by, for political reasons, the byzantine emperor. \nThe byzantines being the sucessor of the Roman empire, of which the emperor was unofficially referred to as the sucessor of Caesar, who was not the first or last Dictator of Rome.\n\nWhy does Canada have a Tzar of anything?
Commenter questions the naming and terminology of a government office ('fentanyl Tzar'), expressing skepticism about the appropriateness of the title through historical and etymological analysis.
@dustinpellerin8356
Mar 4, 2025
The Gvmt is trying to divide us and it's working..
The Gvmt is trying to divide us and it's working..
Critiques government strategy as deliberately divisive, with an unsubstantiated claim about intentional division tactics.
danellebeaulieu352
Aug 30, 2025
Trump has just started..with likely hiccups...Canada is doing badly and Trudeau is on the verge of losing his position...Just do the need....stop drugs and illegal immigrants to USA...and show concern for the dissaperances ..and other …
Trump has just started..with likely hiccups...Canada is doing badly and Trudeau is on the verge of losing his position...Just do the need....stop drugs and illegal immigrants to USA...and show concern for the dissaperances ..and other injustices on its native population..The US will take care of itself...
Criticizes Canadian government policy on immigration and drugs while expressing concern about security and social issues, with some alarmist framing about national decline.
@devangerdthori3757
Mar 4, 2025
Trudeau is such a poser.
Trudeau is such a poser.
Dismissive criticism of the prime minister's authenticity and credibility, framed as a character judgment.
Policy Critique
0.75
@top5paranormal254
Mar 4, 2025
parasites. Trudeau caused it.
parasites. Trudeau caused it.
Uses dehumanizing language to criticize immigration policy and blames the Prime Minister for causing it.
Policy Critique
0.75
yesican1571
Aug 27, 2025
The liberal party of Canada is a cancer
The liberal party of Canada is a cancer
Expresses strong disapproval of the Liberal Party's governance, framed as a moral condemnation with implicit identity-based framing.
tipsy09
Aug 28, 2025
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Distinguishes between immigration and illegal/fraudulent entry, critiquing the framing while making unsubstantiated claims about 'hoards' of illegals.
its_destruggle2226
Aug 27, 2025
Corrupt government an mass immagration
Corrupt government an mass immagration
Criticizes government corruption and mass immigration policy as interconnected failures.
Policy Critique
0.75
JimmyDoucette
Aug 26, 2025
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
Critiques government support programs for immigrants and argues they should be self-sufficient like other citizens, implying unfair preferential treatment.
davidhager1593
Aug 27, 2025
Trudeau is a criminal!
Trudeau is a criminal!
Makes a strong accusation against political leadership, functioning as criticism of government rather than a factual claim.
Policy Critique
0.75
Momo-kq9hd
Aug 26, 2025
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Calls for attention to homelessness crisis among Canadians, implicitly critiquing government priorities regarding immigration versus domestic welfare.
RaisingHarmonyRae
Aug 26, 2025
Tag the useless government Canadians are dying
Tag the useless government Canadians are dying
Criticizes government as ineffective and calls for attention to Canadian citizens' welfare, with implicit call to action.
iop-v4u
Aug 25, 2025
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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)