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
Policy Critique
5,980 comments
Mr. Tiptoe can shove it. Trump didn't start this trade war, Canada has been tariffing USA for decades. The whole world does... Starving out the one country that actually has freedom. Freedom to kick out …
Mr. Tiptoe can shove it. Trump didn't start this trade war, Canada has been tariffing USA for decades. The whole world does... Starving out the one country that actually has freedom. Freedom to kick out government when it becomes corrupt and against the people. The western side of Canada is more than welcome to stop subsidizing the east, and pay like half the taxes. Instead of stars we will throw a couple maple leafs on it and call it a day.... In the interest of international security.
Critiques Canadian government policy on tariffs and subsidies, asserts national identity and autonomy, and implies separatist sentiment.
@artwithdcrockete9909
Mar 4, 2025
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
Attributes immigration problems to Trudeau's personal preferences and claims Canada is 'ruined,' expressing both policy blame and existential threat to national identity.
angelasnyder9718
Sep 4, 2025
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, …
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, in one of Canada's most densely-populated regions.
User fact-checks the video's characterization of Brampton's history and geography, critiquing the accuracy of the narrative presented.
buzzthruwith3193
Jan 28, 2026
Trudeau is only saying what he thinks will get him re-elected. He needs to go
Trudeau is only saying what he thinks will get him re-elected. He needs to go
Criticizes Trudeau's political motivations and implicitly calls for his removal from office.
@TheHeartMadeOfStone
Mar 4, 2025
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Critiques government immigration policy and economic management, arguing that high immigration without infrastructure investment harms both newcomers and citizens, with some unverified claims about student visa abuse.
sherryang2072
Sep 19, 2025
I have less rights as a Canadian in any other country than immigrants who come from those countries have here. In fact, I have less benefits in Canada than immigrants do here.
I have less rights as a Canadian in any other country than immigrants who come from those countries have here. In fact, I have less benefits in Canada than immigrants do here.
Critiques government policy regarding differential rights and benefits between Canadian citizens and immigrants.
rickchase6990
Feb 27, 2026
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Critiques immigration policy and calls for stricter vetting standards while asserting national identity boundaries and urging government action.
EverythingyouliketoseebyDM
Jan 29, 2026
Where is the Trucker money,idiot?
Where is the Trucker money,idiot?
Rhetorical question challenging Trudeau's accountability regarding trucker protest funds, functioning as policy criticism.
@philip.morris
Mar 4, 2025
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
Criticizes immigration policy priorities, arguing resources should focus on citizens rather than immigrants, with implicit us-vs-them framing.
Cn-cc6tr
Nov 22, 2025
Thank a liberal for the mess we are in
Thank a liberal for the mess we are in
Blames the Liberal political party for immigration problems, framing it as a policy failure tied to partisan identity.
whitewater1250
Jan 21, 2026
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
Dismisses Trudeau's characterization of tariffs as a trade war, arguing instead it's about fair competition, while critiquing his understanding of trade policy.
@acw2237
Mar 4, 2025
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦
The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Criticizes government refugee policy and immigration practices while making unverified claims about false claims and security risks, expressing alarm about potential criminals.
shivnaryan9620
Dec 21, 2025
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Criticizes immigration officer competence and processing delays based on lived experience in Toronto.
lightbringer851
Feb 18, 2026
I don't agree with this one single bit. Why is he making trouble for our allies? I am no democrat. Nobody, not even the majority of those that voted Trump wants him to cause trouble …
I don't agree with this one single bit. Why is he making trouble for our allies? I am no democrat. Nobody, not even the majority of those that voted Trump wants him to cause trouble with our friends. They didn't vote for this.
Criticizes the government's approach to U.S. relations and questions the wisdom of creating conflict with allies.
@lifeislife489
Mar 4, 2025
It's not about the drugs its how stupid Trump is
It's not about the drugs its how stupid Trump is
Dismissive criticism of Trump's intelligence and policy approach regarding border/drug issues.
Policy Critique
0.82
@SharonRobertson-f9e
Mar 4, 2025
I’m canadain and Trudea you messed it all up!
I’m canadain and Trudea you messed it all up!
Commenter identifies as Canadian and expresses dissatisfaction with Trudeau's governance, combining personal identity assertion with policy criticism.
@jigga9770
Mar 4, 2025
This guy does not give a crap about the Canadian people. He has been a corporate puppet and has forgotten the rights of his people at every turn!
This guy does not give a crap about the Canadian people. He has been a corporate puppet and has forgotten the rights of his people at every turn!
Criticizes Trudeau's governance and alleged neglect of citizens' rights, framed as both policy failure and moral breach.
@briguy1729
Mar 4, 2025
Bro Canada is a great country ruled by an idiot. Trudeau go away.
Bro Canada is a great country ruled by an idiot. Trudeau go away.
The comment criticizes Trudeau and Canadian government leadership while expressing national pride in the country itself, mixing policy critique with identity framing.
@cryptoproperties
Mar 5, 2025
It's great that the fentanyl problem is being attacked at the border. What about Canada inside the borders? Why did it take Trump to impose tariffs for Canada to respond to the drug problem? And …
It's great that the fentanyl problem is being attacked at the border. What about Canada inside the borders? Why did it take Trump to impose tariffs for Canada to respond to the drug problem? And what about dealing with China? Most of the chemical compounds have been brought in from there...thousands of kids have died and Canada has not addressed China's conspiracy with this. Congrats to Trump for his tough line on this!!
Criticizes Canadian government's drug policy response while making unverified claims about China's involvement and comparing Canada's inaction to Trump's tariff approach.
@VickiColombaris-j9n
Mar 4, 2025
Buy Canadian???....whats Canadian anymore? Like SING HORTONS???? CANADA STRONG??? FOR WHOM???....IMMIGRANTS????? FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Buy Canadian???....whats Canadian anymore? Like SING HORTONS????
CANADA STRONG??? FOR WHOM???....IMMIGRANTS?????
FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Critiques government policies on food programs and questions Canadian identity while challenging policy priorities.
bankscene
Jan 26, 2026
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)