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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: "How can you tell when …" 431 comments · Page 1 of 18
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay …
Bullshit you telling people who don't live here it's all lie what he is talking we living the best life in Canada so this guy talking garbage to get like subscrib so YouTube can pay him but he doesn't know what shit he is talking believe me we have the best life here
Identity Attack0.006708707
Insult0.8489667
Profanity0.9074042
Threat0.0041362476
Severe Toxicity0.00054126716
Toxic 0.98801804 Insult Meta_Commentary
Jan 19, 2026
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country …
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country like it's fucking india this is canada assimilate to our culture and values or get the fuck out
Identity Attack0.53446084
Insult0.71120167
Profanity0.8802007
Threat0.17016006
Severe Toxicity0.51028454
Toxic 0.9209984 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
You know your driving sucks when an Asian lady tells you it sucks 😂
You know your driving sucks when an Asian lady tells you it sucks 😂
Identity Attack0.5485698
Insult0.5678696
Profanity0.6528205
Threat0.01698343
Severe Toxicity0.4011458
Toxic 0.8629672 Moderate Con 0.308 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You fucking tell us 😡
You fucking tell us 😡
Identity Attack0.040745795
Insult0.4302003
Profanity0.83974665
Threat0.016465442
Severe Toxicity0.35368225
Toxic 0.8629672 Low Con 0.262 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂 Please rush to claim and kick them out 😂😂😂 Uhmm, who said America is the greatest country in the world?😂😂😂 Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Identity Attack0.6487889
Insult0.7804726
Profanity0.64460015
Threat0.4902736
Severe Toxicity0.48355904
Toxic 0.85333383 Low Con 0.264 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
oh ffs 99.99% of indians do not eat poo. someone should tell that white prick that there is a sheep shit spitting festival in ireland and the uk
oh ffs 99.99% of indians do not eat poo. someone should tell that white prick that there is a sheep shit spitting festival in ireland and the uk
Identity Attack0.6649212
Insult0.71027446
Profanity0.7107322
Threat0.12996206
Severe Toxicity0.45895407
Toxic 0.8403191 Low Con 0.242 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
4:47 This guy is smart. Good on him! Welcome to Canada. Now tell your roomates who come here and abuse it to fuck off.
4:47 This guy is smart. Good on him! Welcome to Canada. Now tell your roomates who come here and abuse it to fuck off.
Identity Attack0.36273825
Insult0.5130944
Profanity0.7785769
Threat0.13853464
Severe Toxicity0.35368225
Toxic 0.8115627 Constructive 0.531 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't spread hatred brother i am unfollowing you but i want to just tell you one thing hindus are the most peaceful people evere there is so don't do this stupid bullshit just for money
Don't spread hatred brother i am unfollowing you but i want to just tell you one thing hindus are the most peaceful people evere there is so don't do this stupid bullshit just for money
Identity Attack0.31892163
Insult0.56997263
Profanity0.7092837
Threat0.048481647
Severe Toxicity0.34938923
Toxic 0.8115627 Constructive 0.551 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Call Me Over you smart lady i tell you who is accountable for what. Nothing more a dogshit ur
Call Me Over you smart lady i tell you who is accountable for what. Nothing more a dogshit ur
Identity Attack0.16159154
Insult0.6798578
Profanity0.7673477
Threat0.03165977
Severe Toxicity0.3476075
Toxic 0.8115627 Low Con 0.158 Insult
Sep 30, 2025 IRCC Names India in Study …
What's bullshit is letting homeless white people tell you the brown people aren't paying taxes.
What's bullshit is letting homeless white people tell you the brown people aren't paying taxes.
Identity Attack0.6458014
Insult0.54471385
Profanity0.70864636
Threat0.0138755
Severe Toxicity0.29621798
Toxic 0.78711975 Low Con 0.266 Identity Attack Insult Moral_Argument
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
This reporter keeps going to the EYE OF THE FUCKING STORM and lives to tell the tale over and over again
This reporter keeps going to the EYE OF THE FUCKING STORM and lives to tell the tale over and over again
Identity Attack0.045901958
Insult0.42881694
Profanity0.764141
Threat0.023026628
Severe Toxicity0.34997055
Toxic 0.78207105 Low Con 0.235 Meta_Commentary
Feb 7, 2026 7 likes Inside Canada's Indian Invasion...
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Identity Attack0.6458014
Insult0.5362655
Profanity0.71218073
Threat0.11002964
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.297 Identity Attack Insult Unverified_Claim
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
Identity Attack0.6649212
Insult0.6308392
Profanity0.6750904
Threat0.026479885
Severe Toxicity0.35022295
Toxic 0.7675452 Moderate Con 0.387 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. …
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. Ohh That idiot can’t afford to live with same “Good white people” because it’s expensive and they throw away trash like him out on streets.
Identity Attack0.5124616
Insult0.7775208
Profanity0.36302176
Threat0.034422375
Severe Toxicity0.16960317
Toxic 0.76523775 Low Con 0.217 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike is a Zio*nist MF. You can tell from him comments. I bet you that you don't clean your sefl after rest room and I can see that yiou smell like pi*g.
Guy on the bike is a Zio*nist MF. You can tell from him comments. I bet you that you don't clean your sefl after rest room and I can see that yiou smell like pi*g.
Identity Attack0.43256098
Insult0.7344449
Profanity0.5318404
Threat0.027688526
Severe Toxicity0.24482845
Toxic 0.76523775 Moderate Con 0.319 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me …
OMG,like today, i was in the park, and this old white man told me my music is too loud .He was like really,really old.He was like between 35 and 40. He was like telling me my music is too loud.So i tell him to go "FUCK HIM HIMSELF." It's so rude to tell someone to turn their music down.OMG ,like raaalley!!!!
Identity Attack0.39677486
Insult0.47630358
Profanity0.70864636
Threat0.09929679
Severe Toxicity0.35368225
Toxic 0.76197964 Constructive 0.509 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
7:48 Isn't that obvious? Are you so dumb that someone had to tell you that for u to figure out lmao
7:48 Isn't that obvious? Are you so dumb that someone had to tell you that for u to figure out lmao
Identity Attack0.068465814
Insult0.6370372
Profanity0.41503602
Threat0.019055385
Severe Toxicity0.15706694
Toxic 0.7308154 Low Con 0.263 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably any other province or city you got homeless white canadian's smoking phentanyl. I hope that's not canadian culture. Blame your system and not only immigrants. A lot of people from outside are the reasons you guys are surviving today, infact 90% of your country's economy based on immigration. Canada only has false hopes, joblessness and homelessness for everybody because the government has completely failed and is only running sham schemes to fill their pockets.
Identity Attack0.55011386
Insult0.6051471
Profanity0.64657205
Threat0.045572113
Severe Toxicity0.3532795
Toxic 0.7252971 Constructive 0.524 Identity Attack Insult Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
Identity Attack0.6007182
Insult0.5497792
Profanity0.4177144
Threat0.1575099
Severe Toxicity0.34977677
Toxic 0.718943 Low Con 0.188 Identity Attack Insult Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
5:38 100% that guy is telling the truth that so many morons are to blind to see or care 😢
5:38 100% that guy is telling the truth that so many morons are to blind to see or care 😢
Identity Attack0.27759558
Insult0.6149945
Profanity0.44366163
Threat0.017846745
Severe Toxicity0.16960317
Toxic 0.718943 Moderate Con 0.314 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
@5:00 that Gentleman— is just telling the Truth -The Blacks+ the Muslims, are the worse—
@5:00 that Gentleman— is just telling the Truth -The Blacks+ the Muslims, are the worse—
Identity Attack0.7895903
Insult0.5332045
Profanity0.2882351
Threat0.039256934
Severe Toxicity0.23225832
Toxic 0.718943 Low Con 0.272 Identity Attack Insult Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
Identity Attack0.44690517
Insult0.71120167
Profanity0.29168049
Threat0.009929225
Severe Toxicity0.023076924
Toxic 0.718943 Constructive 0.519 Insult Unverified_Claim
Oct 9, 2025 IRCC Names India in Study …

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.