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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Rape is not in African …" 23 comments
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and …
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and laugh smh…! lol go on “EDP WATCH” see what “American are doing” fucking dumb ass!
Identity Attack0.57150364
Insult0.71027446
Profanity0.764141
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
That guy with the bike is an idiot. He said Indians the people known for rape are ok but Africans are rapists like ok dumbass
Identity Attack0.6320481
Insult0.71120167
Profanity0.64460015
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.83334327 Low Con 0.237 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
What does this guy on a bike know about Africa? Sounds like a racist trash to me. Saying it's OK to rape in the "African culture"? What is African culture? Africa is not a country …
What does this guy on a bike know about Africa? Sounds like a racist trash to me. Saying it's OK to rape in the "African culture"? What is African culture? Africa is not a country you dumb fuck.
Identity Attack0.6007182
Insult0.68668073
Profanity0.7181329
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.83334327 Low Con 0.242 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
What the fuck this guy literally said rape is part of Africans culture
What the fuck this guy literally said rape is part of Africans culture
Identity Attack0.5135796
Insult0.48484445
Profanity0.67055607
Threat0.40348873
Severe Toxicity0.44787344
Toxic 0.7998551 Low Con 0.237 Identity Attack Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
Identity Attack0.5913144
Insult0.67254376
Profanity0.40670946
Threat0.13815513
Severe Toxicity0.23225145
Toxic 0.74954444 Low Con 0.219 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so …
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so that they can keep their visas. duh. And re: the number of Tims employees who are white: how many white Gen-Z Canadians do you see hoping to get a job at Tims vs. the number you can see who spend their entire day on their phones in their parents' basement?
Identity Attack0.6007182
Insult0.6149945
Profanity0.6001929
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.743089 Moderate Con 0.476 Identity Attack Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men …
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men didn’t rape black women for hundreds of years. I hate he gives ignorant bums like that such a large platform to express their racism. As an African American I find his comments highly offensive. Although I know he’s not educated enough to know any better because he considered himself “white trash” that was the only accurate thing he said
Identity Attack0.5948528
Insult0.71120167
Profanity0.541926
Threat0.2836219
Severe Toxicity0.457266
Toxic 0.73663366 Moderate Con 0.419 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans …
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans because he believes that rape is normal in their African culture!!! What?? He has no idea that India has highest rape rate in a year and brutality including regular lynching... my goodness... this guy will not open his eyes yet. And why he hates muslims? He is ignorant. What a crazy racist is that guy. Hate and racism is going to burn our lovely beloved safest country Canada. This is not right. Alarm. Whoever we are, we all must live together in peace and unity. Multiculturalism is not bad but Candian common culture must be adopted, respected and lived.
Identity Attack0.55044734
Insult0.69164425
Profanity0.37993968
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.7252971 Constructive 0.556 Identity Attack Insult Moral_Argument
Feb 6, 2026 4 likes Inside Canada's Indian Invasion...
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact …
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact over 50% of rapes are white male aggressors
Identity Attack0.6413409
Insult0.6308392
Profanity0.4840093
Threat0.15276608
Severe Toxicity0.34950548
Toxic 0.7252971 Moderate Con 0.398 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be …
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be taught a lesson, he's being rude towards Africans...
Identity Attack0.57150364
Insult0.5393265
Profanity0.49259362
Threat0.4352635
Severe Toxicity0.35368225
Moderate 0.6852916 Low Con 0.272 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
Identity Attack0.5135796
Insult0.4339631
Profanity0.4131548
Threat0.40348873
Severe Toxicity0.35368225
Moderate 0.6342749 Low Con 0.228 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
5:15 this mfer said African culture is in favor of rape😂😂
5:15 this mfer said African culture is in favor of rape😂😂
Identity Attack0.4911651
Insult0.29383746
Profanity0.3778404
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.60152835 Low Con 0.187 Humor_Satire
Jan 27, 2026 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...
"Rape is an African culture"... lol He's tripping
"Rape is an African culture"... lol He's tripping
Identity Attack0.55044734
Insult0.37279442
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.203 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Identity Attack0.55044734
Insult0.48627716
Profanity0.28938356
Threat0.29519764
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.26 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa in cities even countries e.g. Cape Verde the trace of his ancestor rape culture is visible there today. As far intelligence, I will leave him with the so called African homeless, that i am sure they out smart him in his town every day.
Identity Attack0.50515443
Insult0.47384647
Profanity0.2813443
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.265 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Rape is not in African culture??? Jeez this guy needs to travel
Rape is not in African culture??? Jeez this guy needs to travel
Identity Attack0.44690517
Insult0.3388922
Profanity0.32120174
Threat0.27243137
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.209 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming …
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming someone that says Indians eat poo and rape is part of the African culture…I get the feeling this comment section is full of Pierre and Trump fan boys. You get my well deserved dislike Tyler
Identity Attack0.43896464
Insult0.46476576
Profanity0.31043148
Threat0.09623027
Severe Toxicity0.052940834
Moderate 0.50503236 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
Identity Attack0.44690517
Insult0.25404143
Profanity0.2661081
Threat0.13815513
Severe Toxicity0.034110364
Moderate 0.47323486 Low Con 0.234 Moral_Argument
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
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...
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very …
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very punishable offense out here and you can be in prison for 14 years if convicted. Those who have committed crimes should be arrested at first sight and deported, wondering if Brian Redding was African looking at the magnitude of his crimes, however you welcome to visit here as we dont discriminate. 😂
Identity Attack0.50917345
Insult0.35161978
Profanity0.18786818
Threat0.13815513
Severe Toxicity0.038593806
Moderate 0.45703048 Constructive 0.623 Identity Attack Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As an African I don’t think there is any culture in the whole of Africa that condones, promotes or in any way allows rape.
As an African I don’t think there is any culture in the whole of Africa that condones, promotes or in any way allows rape.
Identity Attack0.37432748
Insult0.10587067
Profanity0.22602804
Threat0.07323132
Severe Toxicity0.022452017
Moderate 0.36095104 Moderate Con 0.429 Moral_Argument
Jan 27, 2026 4 likes 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.