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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: "Are these people coming in …" 638 comments · Page 1 of 26
White people are so mad, what goes around comes around motherfuckers😂😂😂😂😂😂😂
White people are so mad, what goes around comes around motherfuckers😂😂😂😂😂😂😂
Identity Attack0.7406625
Insult0.72868866
Profanity0.84995824
Threat0.051391184
Severe Toxicity0.50703704
Toxic 0.944597 Low Con 0.168 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has …
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has gone up since they have got here we aren't a free country and more we are not ina flourishing country Canada and nova scotia has gone to hell do not come here our country is fucked it's run by diaper heads
Identity Attack0.6320481
Insult0.6991143
Profanity0.8326356
Threat0.06690872
Severe Toxicity0.50703704
Toxic 0.9061063 Moderate Con 0.392 Identity Attack Insult Fear_Threat
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 …
Why does illegal people coming to our country have any rights in our country Kick them out They are illegal stupid
Why does illegal people coming to our country have any rights in our country Kick them out They are illegal stupid
Identity Attack0.57554024
Insult0.802824
Profanity0.46460027
Threat0.52092457
Severe Toxicity0.34993178
Toxic 0.8629672 Low Con 0.159 Identity Attack Insult Threat Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
Thanks tyler for finally coming to Canada to look into this, I really hate to call Brampton my hometown because this shit is embarrassing because of shitty people
Identity Attack0.3758158
Insult0.68668073
Profanity0.8089582
Threat0.0130621
Severe Toxicity0.34935045
Toxic 0.85333383 Constructive 0.501 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
What the hell this stupid saying Khalistan is needed because people are not free in Punjab.. this stupids seek asylum to settle in Canada...they fight for Sikhs in india while living in Canada wow.. why …
What the hell this stupid saying Khalistan is needed because people are not free in Punjab.. this stupids seek asylum to settle in Canada...they fight for Sikhs in india while living in Canada wow.. why don't they come back and fight here
Identity Attack0.38185352
Insult0.7967344
Profanity0.43781817
Threat0.026652548
Severe Toxicity0.2322463
Toxic 0.85173553 Moderate Con 0.425 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WHITE PEOPLE ARE JUST GONNA HALF TO SUCK IT UP, BOTTOM LINE WHITES NEED IMMIGRANTS BECAUSE YOU CANT BUILD NOTHING ON YOUR OWN AND MOST OF YOU COME FROM IMMIGRANTS, STOP BEING HIPOCRITS
WHITE PEOPLE ARE JUST GONNA HALF TO SUCK IT UP, BOTTOM LINE WHITES NEED IMMIGRANTS BECAUSE YOU CANT BUILD NOTHING ON YOUR OWN AND MOST OF YOU COME FROM IMMIGRANTS, STOP BEING HIPOCRITS
Identity Attack0.6007182
Insult0.65231085
Profanity0.5711371
Threat0.04132889
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.18 Identity Attack Insult Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Ya it’s complete bullshit… we’re all pissed. Bring in a bunch of third worlders who scam the shit out of people, and get a ton of benefits the citizens don’t even get. And then we’re …
Ya it’s complete bullshit… we’re all pissed. Bring in a bunch of third worlders who scam the shit out of people, and get a ton of benefits the citizens don’t even get. And then we’re labeled racist? I left Canada, never coming back. Pretty soon you’ll have raw sewage running down the center of your streets, then you can be just like India.
Identity Attack0.55044734
Insult0.6308392
Profanity0.776286
Threat0.03235042
Severe Toxicity0.35368225
Toxic 0.8299589 Moderate Con 0.408 Identity Attack Insult
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
Identity Attack0.5135796
Insult0.64537907
Profanity0.70864636
Threat0.04686524
Severe Toxicity0.23225832
Toxic 0.7998551 Low Con 0.268 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
First Nations had these rights your talking about, but YOUR people ripped it from them. WHAT GOES AROUND COMES AOUND. PAY BACKS ARE A BITCH.
First Nations had these rights your talking about, but YOUR people ripped it from them. WHAT GOES AROUND COMES AOUND. PAY BACKS ARE A BITCH.
Identity Attack0.18391247
Insult0.6798578
Profanity0.6983885
Threat0.011379151
Severe Toxicity0.20067264
Toxic 0.7998551 Moderate Con 0.338 Insult
Sep 10, 2025 Why Canadians Are Turning Against …
Hahaha stupid people, don’t even know how they come… before it used to be all white now it’s all brown.. nothing changed
Hahaha stupid people, don’t even know how they come… before it used to be all white now it’s all brown.. nothing changed
Identity Attack0.4774257
Insult0.71120167
Profanity0.43781817
Threat0.016638106
Severe Toxicity0.16960317
Toxic 0.78855824 Low Con 0.195 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All I can say is, THANK YOU President Donald Trump for shutting down the borders, I don’t want these people in the USA, why are they coming here and leaving their SHIT hole country?
All I can say is, THANK YOU President Donald Trump for shutting down the borders, I don’t want these people in the USA, why are they coming here and leaving their SHIT hole country?
Identity Attack0.5135796
Insult0.5678696
Profanity0.6983885
Threat0.023889944
Severe Toxicity0.3536391
Toxic 0.7701451 Moderate Con 0.416 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very …
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very vocal and very loud and get very pissed off when we see our beautiful country being treated like garbage by these disgusting and vulgar immigrants. You are FUCKING with the wrong country if you think you can come here and get away with this shit forever. Canada has been through so much bullshit in the last 50 yrs alone, that we will no longer be pushed into silence. We Love our Beautiful Country to fucking much to see this shit continue to go on. We are not a Country to mess with!
Identity Attack0.55044734
Insult0.65129566
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.4379392
Toxic 0.76523775 Constructive 0.543 Identity Attack Insult
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Identity Attack0.5135796
Insult0.71120167
Profanity0.57236236
Threat0.04132889
Severe Toxicity0.44787344
Toxic 0.76197964 Moderate Con 0.354 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
Identity Attack0.7028837
Insult0.6261769
Profanity0.4044591
Threat0.038220957
Severe Toxicity0.35112193
Toxic 0.7570315 Moderate Con 0.395 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people …
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people living on generational welfare
Identity Attack0.6637263
Insult0.6261769
Profanity0.6001929
Threat0.042662576
Severe Toxicity0.35368225
Toxic 0.74954444 Low Con 0.254 Identity Attack Insult Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.722 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.72 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has become trash too many people coming into my country i was born in this country is just become a dump
Canada has become trash too many people coming into my country i was born in this country is just become a dump
Identity Attack0.6007182
Insult0.67254376
Profanity0.2980872
Threat0.009256045
Severe Toxicity0.16960317
Toxic 0.7308154 Moderate Con 0.376 Identity Attack Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
Identity Attack0.40883094
Insult0.7418356
Profanity0.22693542
Threat0.008129764
Severe Toxicity0.02430326
Toxic 0.72028047 Moderate Con 0.473 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …

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.