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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "The irony of all these …" 31 comments · Page 1 of 2
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
The irony of the idiot in helmet preaching about how stupid 'africans' are supposedly 😂
Identity Attack0.6649212
Insult0.8082062
Profanity0.5150164
Threat0.013476364
Severe Toxicity0.25624833
Toxic 0.8778702 Low Con 0.104 Identity Attack Insult Humor_Satire
Feb 3, 2026 Inside Canada's Indian Invasion...
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
Identity Attack0.48915586
Insult0.5678696
Profanity0.68353343
Threat0.029587816
Severe Toxicity0.34969926
Toxic 0.76523775 Low Con 0.272 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike dude self identified as white trash. Oh the irony to call people different from you “low IQ” and dirty. Dude needs to look in the mirror and realize he is just projecting his …
The bike dude self identified as white trash. Oh the irony to call people different from you “low IQ” and dirty. Dude needs to look in the mirror and realize he is just projecting his insecurities on others like a real dumbass.
Identity Attack0.48915586
Insult0.755201
Profanity0.4798129
Threat0.010938995
Severe Toxicity0.17315048
Toxic 0.7570315 Low Con 0.258 Insult Meta_Commentary
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is mocking other ethnicities' intelligence, while not realizing the irony of saying generalized racist shit on camera..
Bike guy is mocking other ethnicities' intelligence, while not realizing the irony of saying generalized racist shit on camera..
Identity Attack0.38200524
Insult0.5739874
Profanity0.70864636
Threat0.013372798
Severe Toxicity0.16960317
Toxic 0.75208336 Low Con 0.208 Insult Moral_Argument
Feb 4, 2026 5 likes Inside Canada's Indian Invasion...
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations have legal penalties for rape. Africans are “stupid” and “can’t keep a job at McDonald’s”? But somehow Nigerians are some of the smartest, most accomplished people I’ve met in my life. The ones I know are doctors, lawyers, engineers, work in tech, living in mansions and driving cars this miserable white trash of a man would only dream of. The irony of someone with such a limited worldview calling other people “low IQ” is wild. Education isn’t just about what you think you know, it’s knowing when you’re completely out of your depth. Instead of blaming entire populations for why you think they’re beneath you, maybe ask yourself why tearing others down is the only way you know how to feel superior.
Identity Attack0.48990932
Insult0.57787937
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.478 Insult Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the …
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the past and it's still happening today but buddy looks like he'd be good friends with epstein😮
Identity Attack0.49855098
Insult0.46774593
Profanity0.39498812
Threat0.20544581
Severe Toxicity0.22513679
Moderate 0.5566829 Moderate Con 0.341 Moral_Argument
Feb 12, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood …
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood boil.
Identity Attack0.48915586
Insult0.36798462
Profanity0.26631543
Threat0.41878307
Severe Toxicity0.16960317
Moderate 0.47119883 Moderate Con 0.401 Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
Identity Attack0.5051609
Insult0.26957804
Profanity0.21997347
Threat0.063352615
Severe Toxicity0.02402156
Moderate 0.46716887 Low Con 0.251 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
This scammer promoting scam apps, the irony
This scammer promoting scam apps, the irony
Identity Attack0.02238941
Insult0.46173862
Profanity0.22562476
Threat0.010628296
Severe Toxicity0.02258113
Moderate 0.45751464 Low Con 0.198 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Identity Attack0.46028158
Insult0.31740165
Profanity0.22572558
Threat0.027343199
Severe Toxicity0.023246882
Moderate 0.4398409 Moderate Con 0.331 Humor_Satire
Jan 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
o the irony of white people complaining about others invading "their" land... hahahaha.
o the irony of white people complaining about others invading "their" land... hahahaha.
Identity Attack0.5108175
Insult0.25800487
Profanity0.09324962
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.172 Identity Attack Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
The irony of the obese guy on the bicycle talking about people's intelligence LOL.
Identity Attack0.2869935
Insult0.4302003
Profanity0.079025
Threat0.00756015
Severe Toxicity0.013995127
Moderate 0.4269174 Low Con 0.205 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
Identity Attack0.37012735
Insult0.37052566
Profanity0.2253223
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.373
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin …
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin is from 🍁Canada dating back to *PRIOR 1970. Yes that will include some white peoples. Everyone intermix OR ELSE 😡💵📉❕ There - I solved the issue.... and probably will be arrested for being a "race supremacist," for suggesting intermarriage😆Oh God the irony is INSANE ❗
Identity Attack0.41222036
Insult0.25205973
Profanity0.1554785
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.474
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Identity Attack0.44690517
Insult0.18480228
Profanity0.10301965
Threat0.00899713
Severe Toxicity0.020127986
Moderate 0.3811502 Low Con 0.191 Moral_Argument
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
Immigrants complaining about other immigrants, in a country that was built on the massacring, genocide, subjugation and theft of land from and of the native peoples. The irony of it.....
Immigrants complaining about other immigrants, in a country that was built on the massacring, genocide, subjugation and theft of land from and of the native peoples. The irony of it.....
Identity Attack0.38699543
Insult0.24767025
Profanity0.020851927
Threat0.049451493
Severe Toxicity0.016771052
Moderate 0.37576625 Moderate Con 0.356 Moral_Argument
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
Identity Attack0.38208112
Insult0.26957804
Profanity0.10178173
Threat0.0089712385
Severe Toxicity0.015092585
Moderate 0.3666224 Low Con 0.248 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
“They walk around naked..” Polish dude 9:00. The irony.
“They walk around naked..” Polish dude 9:00. The irony.
Identity Attack0.104676254
Insult0.15840563
Profanity0.17241211
Threat0.01119791
Severe Toxicity0.013543231
Moderate 0.34757367 Low Con 0.228 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Identity Attack0.28034934
Insult0.1342682
Profanity0.024951037
Threat0.1733226
Severe Toxicity0.013349563
Moderate 0.31686464 Low Con 0.273 Moral_Argument
Oct 13, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in …
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in UK for 4 years and the reason I came back to India is there are just so many immigrants that locals their have developed an anti immigrants sentiment . You don't want to live in a place just for a bit more money where you don't feel you belong. I believe people should be free to go and work in any country but through legal channels and respect that country's culture and try to integrate
Identity Attack0.23998553
Insult0.123407245
Profanity0.1612468
Threat0.021472665
Severe Toxicity0.015673593
Moderate 0.30319387 Constructive 0.842 Personal_Narrative
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
10:42 Irony is most of Punjabi represent India😂
10:42 Irony is most of Punjabi represent India😂
Identity Attack0.31015682
Insult0.11464815
Profanity0.068967216
Threat0.011146127
Severe Toxicity0.016319158
Low Tox 0.29039988 Low Con 0.273 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
The irony of these racist comments is incredible. Many in the US and Canada forget they are also descendants of migrants. If we applied this same logic, Native populations would have every right to say …
The irony of these racist comments is incredible. Many in the US and Canada forget they are also descendants of migrants. If we applied this same logic, Native populations would have every right to say you 'messed up' their culture centuries ago.
Identity Attack0.17536941
Insult0.083112895
Profanity0.018529098
Threat0.0068869707
Severe Toxicity0.0042152405
Low Tox 0.23090743 Constructive 0.583
Jan 27, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.