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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Unverified Claim
3,221 comments
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
Presents specific fabricated statistics ($82,000 annual payments) without evidence and frames immigrants as hostile threats.
unacceptablefullsender1878
Aug 26, 2025
The Russians made contact with Trump in Czechoslovakia over 40 years ago and probably invested in him. Search for Trump Czechoslovakia Guardian. ‼
The Russians made contact with Trump in Czechoslovakia over 40 years ago and probably invested in him. Search for Trump Czechoslovakia Guardian. ‼
Makes a specific factual claim about Russian contact with Trump in Czechoslovakia without evidence, presented as conspiracy theory.
Unverified Claim
0.85
@richardsl.2491
Mar 4, 2025
Your Canadian biker gang network. Is the people who collaborated with the Mexican cartels and Chinese mafia to bring pre curser chemicals into USA to make fentanyl. The FBI knows all about it. It’s well …
Your Canadian biker gang network. Is the people who collaborated with the Mexican cartels and Chinese mafia to bring pre curser chemicals into USA to make fentanyl. The FBI knows all about it. It’s well known that the 3 criminal enterprises are working together and the Canadian biker gangs are responsible for not only transporting the drugs but also illegal weapons.
Makes specific factual claims about criminal collaboration between Canadian biker gangs, Mexican cartels, and Chinese mafia without evidence, framed as known facts.
@TRAVIESO_NA
Mar 4, 2025
CANADA IS SLIGHTLY CONTROL BY CHINA ?? that's why the leaders of canada is out of mind because they are run by China so that they receive a lot of money from China
CANADA IS SLIGHTLY CONTROL BY CHINA ?? that's why the leaders of canada is out of mind because they are run by China so that they receive a lot of money from China
Makes an unsubstantiated conspiracy claim that China controls Canada's leadership for financial gain.
@PhUs-143
Mar 4, 2025
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF …
This is intentional and WEF 101, destabalize the white, lower standard of living for all, make home owner ship impossible, control, control, control. Now mainstream media is announcing we should not own dogs, again WEF 101, educate yourself Canadians, WHITE PEOPLE MATTER !!!!!
Makes specific conspiratorial claims about WEF intentionally destabilizing living standards and controlling homeownership without evidence, combined with identity-based framing.
KathyLemire
Aug 26, 2025
Donald Trump is a Russian asset crashing the US on purpose so American and Russian oligarchs can buy up all of the shares of all of the major companies for pennies on the dollar and …
Donald Trump is a Russian asset crashing the US on purpose so American and Russian oligarchs can buy up all of the shares of all of the major companies for pennies on the dollar and turn the USA into a Russian-style Duginist oligarchy and kleptocracy.\n\nThey are doing everything to you that they claimed that the Democrats were trying to do to you. They are playing out the ultimate plan of “you will own nothing and you will be happy” except they don’t care about you being happy, they’re just going to make you poor and that’s the end of it.
Presents specific conspiratorial claims about Trump being a Russian asset and oligarchs' plans without evidence, combined with threat framing.
@elbowstrike
Mar 4, 2025
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Makes specific factual claims about immigrants taking jobs and driving recklessly without evidence, combined with expressions of threat/concern.
alisongagne8898
Aug 26, 2025
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are doing that are crossing at the border
Presents specific unsubstantiated claim about migrants' border-crossing tactics ('throw your id away, make up a new name') without evidence.
Unverified Claim
0.85
Lakeboii70
Aug 26, 2025
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
Makes specific unverified claim about hiring discrimination based on ethnicity without evidence, framed as economic grievance.
AyvahVonNavidas
Aug 26, 2025
SHUT UP JUSTIN WHAT DID YOU DO TO YOUR PEOPLE YOU CUT OFF THEIR FOOD FUNDS DURING COVID BECAUSE TRUCK DRIVERS WOULDN'T GET A CALL WITH A TRUCK DRIVERS DON'T NEED A COVID SHOT THEY'RE …
SHUT UP JUSTIN WHAT DID YOU DO TO YOUR PEOPLE YOU CUT OFF THEIR FOOD FUNDS DURING COVID BECAUSE TRUCK DRIVERS WOULDN'T GET A CALL WITH A TRUCK DRIVERS DON'T NEED A COVID SHOT THEY'RE IN THE TRUCK ALONE ALL DAY EVERYDAY, CANADA'S GOVERMENT, U JUSTIN , STOP ? LETTING PEOPLE, INCLUDING WHITE COLLAR CRIMINALS CHANGE THEIR IDENTITY, THEIR LAST NAME IN CANADA , INTO A HINDU , EUROPEAN or even ASIAN LAST NAME,\nBECAUSE \nCriminals plan on coming into the UNITED States and ROBBING USA BLIND BY COMMITTING USA CLASS X FELONY FRAUD AND THEFT OF ALL THE USA BENEFITS PROGRAMS.\nSTOP LETTING CRIMINALS INTO your COUNTRY and HIRE their IDENTITY because CANADA creates a WHOLE NEW IDENTITY CRIMINALS , so they can come into AMERICA and HIDE their CRIMINAL IDENTITY , CAREER CRIMINALS come into your country and CANADA GIVES CRIMINALS NEW FICTITIOUS IDENTITIES AND FACTITIOUS IDS giving them fictitious identities with fictitious IDs, so they can come into the United States and commit massive { USA class X FEDERAL FELONY FRAUD and THEFT of all the USA benefit programs.\nJUSTIN YOU ARE SUCH A LIAR BECAUSE MOST OF THE CRIMINAL MUSLIM TERRORISTS IN THE USA COME FROM CANADA THEY CHANGE THEIR WHOLE IDENTITY IN CANADA, CANADA PRODUCES FICTITIOUS BIRTH CERTIFICATES FICTITIOUS IDS FOR MUSLIM TERRORIST
Makes multiple unsubstantiated claims about criminals obtaining false identities in Canada to commit fraud in the US and allegations about terrorists, presented without evidence.
@LoveMakesWorldGoRound
Mar 4, 2025
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists taking over with their terrorist activities
Makes unsubstantiated claims about infiltration by specific nationality groups in government and security positions, framed as terrorism threat.
mySummer2004
Aug 6, 2025
His 1st three letters is the same as trump 1st 3 letters i don't believe anything he says i believe this is all set up on purpose to start war on the blacks in the …
His 1st three letters is the same as trump 1st 3 letters i don't believe anything he says i believe this is all set up on purpose to start war on the blacks in the USA
Makes a specific factual claim (name-matching as evidence of conspiracy) without evidence to support an alleged setup to start war.
Unverified Claim
0.85
@Lunar_el
Mar 4, 2025
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to …
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to try and Genocide the Canadian born Citizens. 🧐 💔🙏 ✝️ 👨👩👧👦🇨🇦
Makes a specific factual claim (government conspiracy with WEF/UN for genocide) presented without evidence, combined with demographic anxiety.
debragour1150
Aug 25, 2025
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Don't forget, the gender neutral movement has sterilized quite a bit of our children.
Makes a specific factual claim about gender-neutral policies sterilizing children without evidence, framed as demographic threat.
LidisUnleashed
Aug 25, 2025
Moscow must love these tariffs. No doubt that's why Trump imposed them.
Moscow must love these tariffs. No doubt that's why Trump imposed them.
Asserts without evidence that Trump imposed tariffs at Russia's behest, presenting as conspiracy fact.
Unverified Claim
0.85
@benjaminfairless1672
Mar 4, 2025
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in …
How many of the Chinese and Indian residents are Intelligence Operatives of India and China?
How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in one country virtually everyone is corrupt and the other is a closed-doors system?
Makes specific unfounded claims about intelligence operatives and corruption rates without evidence, combined with security anxiety about vetting procedures.
laurentlong7324
Aug 25, 2025
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the …
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the country.
Makes specific unfounded claims about Indian immigration conspiracy involving IRCC, fake documents, and political takeover without evidence.
falconhunt786
Jun 30, 2025
High crime stealing cars , jewelry, houses fraud all over Canada 🇨🇦
High crime stealing cars , jewelry, houses fraud all over Canada 🇨🇦
Makes specific factual claims about crime rates without evidence while expressing security concerns about immigrants.
mariacarreiro5770
Jul 5, 2025
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats …
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats . They will continue to import the vote and place them in key electoral riding's to retain power . And know one is holding them accountable . A Pathetic compliance to the downfall of existence in this country .
Makes specific factual claims without evidence: government 'flooding' nation, 'blatantly lying' about stats, and manipulating electoral ridings through immigration.
conscienceawareness
Jun 20, 2025
Trudeau welcomed back Isis fighters back to Canada. He is a globalist worm and a sex offender.he slept with a student while teaching at West Point grey academy. Trudeau has the moral compass of Harvey …
Trudeau welcomed back Isis fighters back to Canada. He is a globalist worm and a sex offender.he slept with a student while teaching at West Point grey academy. Trudeau has the moral compass of Harvey Weinstein.
Makes specific factual claims about Trudeau's actions (welcoming ISIS fighters, sleeping with a student) presented without evidence, combined with moral condemnation.
@bruceferguson1222
Mar 4, 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)