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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Comparative
2,420 comments
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
Compares social practices in India to broader commentary on treatment, with identity-based framing about Sikhs and caste dynamics.
kshitizkumar3279
Jan 23, 2026
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Compares immigrant integration in Canada to Canadian expat behavior abroad, using Spain as example.
MrPharu500
Oct 4, 2025
I remember worse relationships between the US and Canada. Did the Canadians conquer Washington at that time?
I remember worse relationships between the US and Canada. Did the Canadians conquer Washington at that time?
References historical US-Canada relations with a rhetorical question implying current tensions are exaggerated, using comparative framing with subtle irony.
@peterdeplewski6355
Mar 4, 2025
I wish we had a president with this IQ.
I wish we had a president with this IQ.
Compares leadership quality between countries, implicitly ranking national leaders.
@geraldvounas2452
Mar 4, 2025
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Compares Canada's immigration patterns to UK and African countries, providing historical context about colonial-era migration and demographic shifts across nations.
cyasa1926
Oct 11, 2025
They were try to do this in USA 😅
They were try to do this in USA 😅
Compares Canada's immigration situation to the USA with a laughing emoji suggesting ironic commentary.
sladewilson649
Oct 5, 2025
You should have become a member of BRICS+ and BRI long time ago. It's not too late.\nThe West has declared an Economic War with Russia that has Backfired Spectacularly.
You should have become a member of BRICS+ and BRI long time ago. It's not too late.\nThe West has declared an Economic War with Russia that has Backfired Spectacularly.
Recommends Canada align with BRICS+ and criticizes Western economic policy by comparing geopolitical alternatives.
@ArenAurelius
Mar 4, 2025
The new greatest ally of the US is Rusdia
The new greatest ally of the US is Rusdia
Compares Canada's new geopolitical alignment, suggesting Russia has replaced the US as Canada's closest ally.
@janakinb5495
Mar 4, 2025
Trump's not bowing down to Russia!!! WHAT Don't you idiots understand??? Trump's trying to save LIVES Zelinski wants WAR AND every country OVER THERE have been taking More and More OF Russian Land! GET A …
Trump's not bowing down to Russia!!! WHAT Don't you idiots understand??? Trump's trying to save LIVES Zelinski wants WAR AND every country OVER THERE have been taking More and More OF Russian Land! GET A Education and learn what's been going on for years!!
Defends Trump's foreign policy by comparing historical territorial disputes and framing geopolitical context.
@cherylreese3863
Mar 4, 2025
I don't belive what am I watching these days. how Americans can like that i dont know either
I don't belive what am I watching these days. how Americans can like that i dont know either
Expresses disbelief at American political preferences, implicitly contrasting American and Canadian values.
@davidkhergiani6621
Mar 4, 2025
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Oh western capitalism, bad Russians Bad Chinese but Good Americans Good Europe.Now see what happened. Beautiful democracy huh.
Comment compares Western capitalism and different nations' approaches, critiquing perceived hypocrisy in how different countries are judged.
dogacanturan4180
Oct 8, 2025
West turned into Eastern Europe under Soviets they used to laugh about. But with Indians, Subsaharans etc...
West turned into Eastern Europe under Soviets they used to laugh about. But with Indians, Subsaharans etc...
Compares Canada's immigration situation to Soviet Eastern Europe, using comparative framing with implicit threat language about specific ethnic groups.
SM-qo9gr
Jan 27, 2026
Sims to America, Amerca, we are losing the World power, World leadership, mostly our many many years of great friends from Europe, Asia, and all round the world. Even our neighbor Canada and Mexico. World …
Sims to America, Amerca, we are losing the World power, World leadership, mostly our many many years of great friends from Europe, Asia, and all round the world. Even our neighbor Canada and Mexico. World need Peace, World need harmony. Peace and Love!
Comparison of America's position relative to other nations and allies, with appeal to peace and harmony.
@tentersey6363
Mar 4, 2025
haha that why i told to westerner Democracy will never works. Communism is the best system if talk about stability and control. come visit Vietnam we will teach you how to build a nation. not …
haha that why i told to westerner Democracy will never works. Communism is the best system if talk about stability and control.
come visit Vietnam we will teach you how to build a nation. not a market run by many political booth.
Democracy will never work it will fail if the voters are a broken voters, this system are very easy to shaken just hijack the education system it will fall. it was catastrophic design failure.
Compares Canada's democracy unfavorably to Vietnam's system and communism, with sarcastic/ironic tone about Western governance failures.
endtimeslips4660
Nov 6, 2025
why couldn't america get this guy? he's leaving office soon, maybe American could get him...just a thought guys.
why couldn't america get this guy? he's leaving office soon, maybe American could get him...just a thought guys.
Compares Canadian and American leadership, humorously suggesting Americans should recruit Trudeau as their leader.
@chrisbrowne3174
Mar 4, 2025
Come do business with Europe Canada, we are rearming we will happily buy your resources <3
Come do business with Europe Canada, we are rearming we will happily buy your resources <3
Compares Canada favorably to Europe and proposes economic partnership based on resource trade.
@califax007
Mar 4, 2025
Next up Canada will b America least there cost of living will go down and they will have constitutional protections
Next up Canada will b America least there cost of living will go down and they will have constitutional protections
Compares Canada to America and predicts economic benefits (lower cost of living) from political union.
@JohnWood-u6z
Mar 4, 2025
Other countries can see what is going on in America, but our own people can't ?
Other countries can see what is going on in America, but our own people can't ?
Compares international and domestic perspectives on American political situation.
Comparative
0.75
@lindakovacich1671
Mar 4, 2025
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
Comparative demographic argument using exaggerated/false statistics to frame India's population relative to other nations.
coltontheisen01
Jan 27, 2026
In Kahala, the majority of new residents who live in Hawai’i on Oahu are from Canada LoLs ? Like most of the Floridians here their 2nd home is in Hawai’i
In Kahala, the majority of new residents who live in Hawai’i on Oahu are from Canada LoLs ? Like most of the Floridians here their 2nd home is in Hawai’i
Comment compares Canadian residents in Hawaii to Floridians, noting demographic patterns across locations.
Comparative
0.75
@blue4639
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)