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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

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Active: "So when all the white …" 1,674 comments · Page 9 of 67
Africans, hates the illiterate white Canadian too! His ignorance statements are very shameful.
Africans, hates the illiterate white Canadian too! His ignorance statements are very shameful.
Identity Attack0.6413409
Insult0.6370372
Profanity0.1352073
Threat0.0100069
Severe Toxicity0.06225512
Moderate 0.6863638 Low Con 0.194 Identity Attack Insult Moral_Argument
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world …
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world but confusion.
Identity Attack0.6458014
Insult0.56997263
Profanity0.39409557
Threat0.012906751
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.191 Identity Attack Insult Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u …
I got bad news for you braindead fake vaccinated sheep; canada has ALWAYS been a brown country for tens of thousands of years. White people never owned this land and still dont. The entitlemtn u feel is brainwashing from the jews because u are a dumbass goy that's easy to manipulate.. and now they are manipulatinf you to fight other cultures when EVERYONE knows what group is responsible for all the of worlds problems. The deepstate.
Identity Attack0.57150364
Insult0.6798578
Profanity0.3866461
Threat0.03649433
Severe Toxicity0.23226175
Moderate 0.6852916 Moderate Con 0.308 Identity Attack Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You can't make this shite up. A nigerian telling immigrants to leave their culture at the door. I guess he's no longer a Nigerian. Is it because his white wife told him to leave his …
You can't make this shite up. A nigerian telling immigrants to leave their culture at the door. I guess he's no longer a Nigerian. Is it because his white wife told him to leave his culture at the door?
Identity Attack0.58743036
Insult0.5015486
Profanity0.6370159
Threat0.014220826
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.303 Identity Attack Insult Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Can take the guy on the bike too seriously... He's obviously very ignorant and also addressed himself as white trash which he sure isAt least he knows he's place.
Can take the guy on the bike too seriously... He's obviously very ignorant and also addressed himself as white trash which he sure isAt least he knows he's place.
Identity Attack0.5203519
Insult0.7065844
Profanity0.29984993
Threat0.01119791
Severe Toxicity0.0475607
Moderate 0.6852916 Moderate Con 0.432 Identity Attack Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
u da real racist, just join kkk already bro i actually used to repect you but your just another white supremacist
u da real racist, just join kkk already bro i actually used to repect you but your just another white supremacist
Identity Attack0.57554024
Insult0.5678696
Profanity0.352205
Threat0.13815513
Severe Toxicity0.29050803
Moderate 0.6852916 Low Con 0.293 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
Identity Attack0.6728028
Insult0.5130944
Profanity0.20016506
Threat0.34804323
Severe Toxicity0.31905776
Moderate 0.6852916 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating, i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing …
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating, i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing in on the Indian or immigrant hate
Identity Attack0.6458014
Insult0.6099415
Profanity0.570067
Threat0.032005094
Severe Toxicity0.34950548
Moderate 0.6852916 Low Con 0.263 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Kinda funny because stupid white colonialists came HERE 400 years ago in search of INDIA!!!! It took a few years but you found it😂😂😂😂.
Kinda funny because stupid white colonialists came HERE 400 years ago in search of INDIA!!!! It took a few years but you found it😂😂😂😂.
Identity Attack0.5983441
Insult0.6261769
Profanity0.42709363
Threat0.026997874
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.194 Identity Attack Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the …
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the kinds of people living here, you’re more than welcome to get your white smelly ass out of here and go to your original countries most likely in Europe. This country was never yours, indigenous community were the ones who discovered it. So OUT with your racist druggie white asses. At least CURRY smells better than your weeds that stink like SKUNK!
Identity Attack0.6007182
Insult0.6308392
Profanity0.5150164
Threat0.13346854
Severe Toxicity0.35368225
Moderate 0.6852916 Moderate Con 0.343 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Buddy on the bike just confirmed the white trash he is ❤
Buddy on the bike just confirmed the white trash he is ❤
Identity Attack0.57150364
Insult0.65129566
Profanity0.34536663
Threat0.01119791
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.291 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites means = racist and rasicm other race
Whites means = racist and rasicm other race
Identity Attack0.7028837
Insult0.47630358
Profanity0.29209393
Threat0.033386398
Severe Toxicity0.30192792
Moderate 0.6852916 Low Con 0.213 Identity Attack Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Identity Attack0.57554024
Insult0.6308392
Profanity0.43900812
Threat0.050744623
Severe Toxicity0.34954423
Moderate 0.68408644 Moderate Con 0.322 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trailer trash white people can't find a job now they are blaming Africans for their failures . Make it make sense. Sounds like a loser to me.
Trailer trash white people can't find a job now they are blaming Africans for their failures . Make it make sense. Sounds like a loser to me.
Identity Attack0.6106996
Insult0.64537907
Profanity0.34536663
Threat0.01238892
Severe Toxicity0.16960317
Moderate 0.68408644 Low Con 0.129 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white …
What a hypocrite these white candian are😂😂😂 even those white Canadians are not native they migrated from europe and now they have problem with other non white people coming to canada😂 at-least these non white Canadian didn’t massacred the natives and converted forcefully to christianity ✝️ 😂😂 By the way i am not Indian 🙃
Identity Attack0.6728028
Insult0.6109131
Profanity0.19524631
Threat0.050098058
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.41 Identity Attack Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
Identity Attack0.5135796
Insult0.40243408
Profanity0.542788
Threat0.0475118
Severe Toxicity0.23226175
Moderate 0.68408644 Low Con 0.223 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
An AIDs infested drug dealing Brazilian Mongrel Junkie speaking of Invasion. Brazilians are mixed including the ones who look 'white' which is why even other 'White' South Americans look down on them. Stay away from …
An AIDs infested drug dealing Brazilian Mongrel Junkie speaking of Invasion. Brazilians are mixed including the ones who look 'white' which is why even other 'White' South Americans look down on them. Stay away from HIV Junkie Oliveira.
Identity Attack0.61901736
Insult0.6261769
Profanity0.33453682
Threat0.0475118
Severe Toxicity0.3525603
Moderate 0.68408644 Low Con 0.283 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped …
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped the land of others, complaining about the presence of other cultures and peoples who came peacefully, unlike some of his white ancestors. This channel is blatantly racist and the channel owner is a hypocrite. Ultimately, every country and every state has its own system; don't take your anger out on the residents or distorts certain races and cultures if there's a loophole in your region's system. There are criminals and ignorance in every race, in every culture. Generalization is the language of the ignorant. I hope you learn from some polite and educated white people who spread peace instead of inciting hatred, This includes good people of other races. Peace.
Identity Attack0.46050715
Insult0.65231085
Profanity0.39670458
Threat0.19862294
Severe Toxicity0.29050803
Moderate 0.6827122 Constructive 0.569 Insult Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Identity Attack0.6007182
Insult0.6336687
Profanity0.36230123
Threat0.018882722
Severe Toxicity0.21902075
Moderate 0.6827122 Moderate Con 0.315 Identity Attack Insult Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
That’s racist white man says Africans has a low IQ of 70 sir get a life!!
That’s racist white man says Africans has a low IQ of 70 sir get a life!!
Identity Attack0.6227552
Insult0.5270482
Profanity0.29209393
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.181 Identity Attack Insult Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
Poor whites piss me off like how you poor but then I realize its Canada so never mind please keep all the africans and Indians please Canada you're doing gods work for use lol
Poor whites piss me off like how you poor but then I realize its Canada so never mind please keep all the africans and Indians please Canada you're doing gods work for use lol
Identity Attack0.6649212
Insult0.5678696
Profanity0.39842105
Threat0.018019408
Severe Toxicity0.3361876
Moderate 0.6827122 Moderate Con 0.373 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
Identity Attack0.6458014
Insult0.5678696
Profanity0.39409557
Threat0.13363713
Severe Toxicity0.35368225
Moderate 0.6827122 Moderate Con 0.348 Identity Attack Insult Unverified_Claim
Feb 28, 2026 Inside Canada's Indian Invasion...
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
Identity Attack0.6649212
Insult0.54471385
Profanity0.3778404
Threat0.04686524
Severe Toxicity0.29621798
Moderate 0.6827122 Low Con 0.255 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
LOL, IT IS STOLEN LAND. STOLEN BY WHITE MEN. SO STFU
LOL, IT IS STOLEN LAND. STOLEN BY WHITE MEN. SO STFU
Identity Attack0.6320481
Insult0.5130944
Profanity0.39409557
Threat0.021472665
Severe Toxicity0.20984669
Moderate 0.681338 Low Con 0.134 Identity Attack Insult Humor_Satire
Feb 23, 2026 2 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.