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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: "As an American, I just …" 470 comments · Page 2 of 19
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...
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Identity Attack0.6458014
Insult0.5723624
Profanity0.6750904
Threat0.053330876
Severe Toxicity0.30763787
Toxic 0.76523775 Moderate Con 0.417 Identity Attack Insult Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I am going to buy American and boycott Shawarmas now 🤣 Seriously, Toronto is a complete shithole
I am going to buy American and boycott Shawarmas now 🤣 Seriously, Toronto is a complete shithole
Identity Attack0.46028158
Insult0.6051471
Profanity0.6983885
Threat0.032695748
Severe Toxicity0.20678867
Toxic 0.75208336 Moderate Con 0.323 Insult
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Identity Attack0.55044734
Insult0.6306599
Profanity0.70864636
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.528 Identity Attack Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 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...
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
I hate foreigners. They do nothing but destroy American history and now they're doing it to Canada. Deport all of them!!
Identity Attack0.7778623
Insult0.46625584
Profanity0.22429734
Threat0.19229786
Severe Toxicity0.17315048
Toxic 0.72028047 Moderate Con 0.332 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
as a Native American (indigenous, whatever the fuck ppl call us), being born and raised in Canada, i want these Indians, OUT of Canada.
as a Native American (indigenous, whatever the fuck ppl call us), being born and raised in Canada, i want these Indians, OUT of Canada.
Identity Attack0.6853638
Insult0.5678696
Profanity0.6242122
Threat0.05203775
Severe Toxicity0.35148153
Toxic 0.7105462 Moderate Con 0.392 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a …
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a western country , north america , that should only have native americans , arctic natives and white people in it!!!!! But yeah, you know only one s*** from an Indian person.On a public boss isn't a big deal that the numbers of public s**** have gone down!!!!! 🙄😮‍💨🤢!!!! Fuk those people. But raping, people. And being dumb AF . Is completely of.!¡! 😌
Identity Attack0.5135796
Insult0.5678696
Profanity0.6001929
Threat0.5140729
Severe Toxicity0.51028454
Toxic 0.7105462 Moderate Con 0.332 Identity Attack Insult Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the …
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the truth Black people always staring forcing there presence on people think it’s funny to harass people can never mind there business or respect peoples preferences or beliefs. They all need to be sent back to Africa ect. Let’s do a American poll and world and go on that for ice to get them
Identity Attack0.6649212
Insult0.57787937
Profanity0.43669638
Threat0.36820486
Severe Toxicity0.35368225
Moderate 0.6989911 Moderate Con 0.429 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is fucked yet they look at us Americans who have regained our country back and tell us there’s something wrong with us. Look inward Canadians. You lost your beautiful country, your Canadian identity, your …
Canada is fucked yet they look at us Americans who have regained our country back and tell us there’s something wrong with us. Look inward Canadians. You lost your beautiful country, your Canadian identity, your housing, your benefits to all those you let into your county from places like India, Pakistan, God knows what else.
Identity Attack0.55044734
Insult0.49151286
Profanity0.6242122
Threat0.011767523
Severe Toxicity0.2391185
Moderate 0.687436 Moderate Con 0.355 Identity Attack
Oct 2, 2025 1 likes IRCC Names India in Study …
It's true that American and Canadian don't know how to wiped their asses?
It's true that American and Canadian don't know how to wiped their asses?
Identity Attack0.38208112
Insult0.46774593
Profanity0.5365423
Threat0.075531214
Severe Toxicity0.16960317
Moderate 0.6863638 Low Con 0.2 Humor_Satire
Feb 5, 2026 5 likes 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...
hahhaa loving this. This is exactly what white people did to the native Americans. Karma's a bitch ain't it?
hahhaa loving this. This is exactly what white people did to the native Americans. Karma's a bitch ain't it?
Identity Attack0.55044734
Insult0.5130944
Profanity0.6321197
Threat0.013579931
Severe Toxicity0.16960317
Moderate 0.681338 Moderate Con 0.371 Identity Attack Insult
Aug 28, 2025 Why Canadians Are Turning Against …
CANADIAN AND US THINKING THAT THIS IS THEIR LAND THEN WHAT SHOULD NATIVE AMERICANS SAYYY!!!!! THESE MFS HAVE KILLED A WHOLE GEN OF NATIVE PEOPLE , !!!!! STFU
CANADIAN AND US THINKING THAT THIS IS THEIR LAND THEN WHAT SHOULD NATIVE AMERICANS SAYYY!!!!! THESE MFS HAVE KILLED A WHOLE GEN OF NATIVE PEOPLE , !!!!! STFU
Identity Attack0.4508763
Insult0.5130944
Profanity0.40929472
Threat0.34804323
Severe Toxicity0.3494667
Moderate 0.681338 Low Con 0.18 Insult
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Identity Attack0.71678543
Insult0.48228607
Profanity0.27747265
Threat0.029069828
Severe Toxicity0.20984669
Moderate 0.6744087 Moderate Con 0.353 Identity Attack Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Invasion...
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Identity Attack0.55044734
Insult0.65231085
Profanity0.14754629
Threat0.029587816
Severe Toxicity0.023645958
Moderate 0.6744087 Low Con 0.234 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even …
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46222726
Threat0.021472665
Severe Toxicity0.17315048
Moderate 0.6744087 Moderate Con 0.397 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a more disirable place to live than the US, ignorant American's... Google it bud you sound like Trump
Canada is a more disirable place to live than the US, ignorant American's... Google it bud you sound like Trump
Identity Attack0.57554024
Insult0.65129566
Profanity0.12551236
Threat0.008556974
Severe Toxicity0.027833538
Moderate 0.6667219 Low Con 0.22 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are the biggest thieves & Invaders in Human History... Truth is Truth.
Identity Attack0.5948528
Insult0.6370372
Profanity0.26621178
Threat0.09623027
Severe Toxicity0.23225316
Moderate 0.6611249 Low Con 0.256 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is …
Number one she's a complete f****** liar. Number two she's using stats that are not verified by any government agency anywhere. But you didn't notice they get the same benefits as Canadian citizens. Which is all the welfare that can digest. Here in the United States they get permanent residency and citizenship right away. Once they get refugee status they never have to work a day in their life in this country they will be funded in full by the American taxpayer. Then they will sponsor all the relatives. They're five sisters which are really their wives. This is what people are not understanding what's going on. Looking what's happening in Dearborn Michigan cured in 10 years the population has quadrupled. It does not even look like an American city anymore
Identity Attack0.24293575
Insult0.64537907
Profanity0.5013569
Threat0.018710058
Severe Toxicity0.19455661
Moderate 0.6588125 Constructive 0.569 Insult
May 22, 2019 1 likes How much do refugees and …
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Identity Attack0.43896464
Insult0.6798578
Profanity0.24818924
Threat0.010239923
Severe Toxicity0.02514347
Moderate 0.6588125 Low Con 0.209 Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
hails to the average whyte guy with the bike!!!!!!!! american blkks are below down syndrome level too, they can't even make a burger.
Identity Attack0.6458014
Insult0.5270482
Profanity0.33808854
Threat0.04524883
Severe Toxicity0.23224801
Moderate 0.6588125 Low Con 0.149 Identity Attack Insult Unverified_Claim
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.