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
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians living on streets as immigrants refugees get checks at tax payers expense and homeless get ignored as more seniors are living on streets.
Criticizes government policy for prioritizing immigration over housing crisis and social support, with unsubstantiated claims about resource allocation.
watchdog5678
Aug 27, 2025
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
Blames a specific political leader for Canada's problems; focuses on government accountability rather than immigrants directly.
Policy Critique
0.80
abkostik
Aug 26, 2025
Our government fk’d up big time!!! Those officials should be shipped out with the garbage!!!
Our government fk’d up big time!!! Those officials should be shipped out with the garbage!!!
Condemns government officials and policy decisions, with implicit call for their removal from office.
MrsG-2u
Aug 26, 2025
That is the reason I think AI should rule the country, not the politicians. Politicians clearly make wrong decisions one after the other. Their only concern is to save their seats. 😊
That is the reason I think AI should rule the country, not the politicians. Politicians clearly make wrong decisions one after the other. Their only concern is to save their seats. 😊
Critiques politicians' decision-making and suggests AI governance as an alternative, expressing dissatisfaction with current political leadership.
kymelezeus4409
Aug 26, 2025
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which …
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which saw a significant increase especially after mid-2022. About over one quarter of the new immigrants are from India and Pakistan. This likely explains how Brampton became the fastest growing city in Canada (ninth most populous municipality in Canada) and the third largest city in Ontario surpassing Mississauga at the start of 2025 behind Toronto and Ottawa.
Trudeau preached immigration diversity but this is not diversity when over a quarter came from 2 countries.
Criticizes Trudeau's immigration policy and presents specific statistics about immigrant origins; the claim about 'over a quarter from 2 countries' lacks verification.
PS-383
Aug 26, 2025
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Distinguishes between opposition to immigration policy ('the scam') versus immigrants themselves, framing this as a systemic problem rather than xenophobia.
greysea1614
Aug 25, 2025
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Criticizes the government and Prime Minister through derisive language ('libtard'), mixing political critique with sarcastic tone.
barbsaw7002
Aug 26, 2025
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Critiques government policy (Liberal government) as the root cause of social division rather than immigration itself.
Policy Critique
0.80
rick9525-f6m
Aug 25, 2025
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let …
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let people with no education and no wealth into this country. We are doomed
Distinguishes between immigration and refugee policy (critique), but includes unverified claims about selectivity and qualifications without evidence.
Sartech-f2k
Aug 25, 2025
Why did you people reward the liberals for this dangerous incompetence
Why did you people reward the liberals for this dangerous incompetence
Criticizes government handling of immigration as 'dangerous incompetence,' with partisan framing against a specific political party.
jay_kay709
Aug 4, 2025
By voting liberal over and over
By voting liberal over and over
Blames the Liberal party for immigration system failure through repeated electoral support.
Policy Critique
0.80
damienchall8297
Jun 19, 2025
Close the borders and keep our tax dollars here!!! This government *ucks!
Close the borders and keep our tax dollars here!!! This government *ucks!
Demands border closure and criticizes government spending priorities, framed as a policy position.
Amber-s7u2p
Aug 25, 2025
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Blames Canadian voters and progressive policies for national decline, compares Canada unfavorably to the US under Trump.
xcloud777
Aug 25, 2025
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Criticizes government immigration policy and media narratives as propaganda, calling for transparent documentation of immigrant benefits.
true3d
Aug 25, 2025
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having …
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having enough money and depending on your food banks helped strain the system
Critiques government economic policy as primary cause of cost-of-living crisis while acknowledging immigrants' strain on social services.
Tshy-2025
Aug 25, 2025
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we …
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we need to have Per Country Quota.
Compares Canada to India's identity politics problems and proposes per-country quota policy solution.
Ash-hz7nc
Jun 29, 2025
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years.
That is sad!!! People just walking across the border claming refugees status or silent seekers get money, housing, eyewear. Healthcare for free.
What the f.... is wrong with people running the government .
Criticizes government policy for allegedly providing refugees more benefits than seniors, framed as unfair resource allocation.
user-gm2ih8ro8e
Jun 29, 2025
someone and a lot of people voted for this and look what we have FREE RIDE
someone and a lot of people voted for this and look what we have FREE RIDE
Criticizes voters and government for immigration policy, implying immigrants receive undeserved benefits ('FREE RIDE').
GREEEZY7737
Aug 25, 2025
Shut up Ford you helped break it.?
Shut up Ford you helped break it.?
Commenter criticizes Ford's policy decisions and implicitly calls for accountability or change.
LizBennett-qq4lx
Aug 25, 2025
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Criticizes government immigration policy as illegitimate and harmful, with underlying fear about national destruction.
speediesthesquirrel
Aug 25, 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)