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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: "They come into our country …" 588 comments · Page 1 of 24
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
Identity Attack0.55044734
Insult0.83943826
Profanity0.844891
Threat0.05430072
Severe Toxicity0.45510182
Toxic 0.93383175 Low Con 0.171 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
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...
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
Identity Attack0.5135796
Insult0.6306599
Profanity0.85672
Threat0.0113014765
Severe Toxicity0.3735507
Toxic 0.88599813 Low Con 0.244 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Come to Brantford Ontario if you really wanna hear some honesty about these F**ks coming to our country! Havent heard one good thing about them. Their Ignorant stink F**ks!
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.02492592
Severe Toxicity0.4195425
Toxic 0.8540474 Moderate Con 0.329 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Brampton.... yeah no shit. Shit hole of this country. Come to Calgary or something and see how bad it is even in a conservative area.
Identity Attack0.3043136
Insult0.5497792
Profanity0.85672
Threat0.0130621
Severe Toxicity0.33047765
Toxic 0.8460273 Low Con 0.28 Insult Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
They come to our country and abuse our system and then they cry racism if anyone says anything. Fucking liberal government did this to Canada
They come to our country and abuse our system and then they cry racism if anyone says anything. Fucking liberal government did this to Canada
Identity Attack0.46028158
Insult0.57566804
Profanity0.71218073
Threat0.03235042
Severe Toxicity0.33047765
Toxic 0.82048255 Moderate Con 0.301 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop …
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop doing this shit if we dont come to your country you guys are done look how many universities and colleges are being closed you guys are so stupid you wanna become us use our stuff but hate indians you guys need to learn the history or did guys skip the class go and search how many indian ceo's are out there of many big companies
Identity Attack0.6227552
Insult0.69164425
Profanity0.55356324
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.354 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
Indians don't wanna live in India, wanna criticize Canadian values while implementing Indian ones yet refuse to go back. If you aren't gonna fully assimilate, please stay where you are. If you are coming to …
Indians don't wanna live in India, wanna criticize Canadian values while implementing Indian ones yet refuse to go back. If you aren't gonna fully assimilate, please stay where you are. If you are coming to another country respect THEIR values, THEIR culture and THEIR laws. There's a reason u left your country, think abt that shit bro. I'm Indian I was brought up in Ontario and Alberta and holy shit Im embarrassed of what Indians have become.
Identity Attack0.6487889
Insult0.5723624
Profanity0.70864636
Threat0.02250864
Severe Toxicity0.35040274
Toxic 0.7761081 Constructive 0.65 Identity Attack Insult Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Identity Attack0.61901736
Insult0.66500133
Profanity0.57236236
Threat0.06238277
Severe Toxicity0.35368225
Toxic 0.7701451 Moderate Con 0.358 Identity Attack Insult Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
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...
Okay.. but why do we have so many here in the first place??? Who is allowing them to come here and fully enter our country without having any rights at all of being here??? Our …
Okay.. but why do we have so many here in the first place??? Who is allowing them to come here and fully enter our country without having any rights at all of being here??? Our government is stupid!!
Identity Attack0.23846684
Insult0.7657292
Profanity0.32965264
Threat0.008492245
Severe Toxicity0.023270357
Toxic 0.7675452 Moderate Con 0.334 Insult
Dec 25, 2025 Deportations From Canada at Their …
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)
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...
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
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...
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
Identity Attack0.46028158
Insult0.71551245
Profanity0.2664882
Threat0.053330876
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.392 Insult Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you …
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you smile and say "we need this diversity". Just remember canada: once they start forming r@pe gangs and banging your innocent children, just remember: you wanted this.
Identity Attack0.6649212
Insult0.6407567
Profanity0.5865656
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.743089 Low Con 0.288 Identity Attack Insult Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
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 …
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...
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
Identity Attack0.6728028
Insult0.6149945
Profanity0.42185885
Threat0.44942492
Severe Toxicity0.349738
Toxic 0.718943 Low Con 0.175 Identity Attack Insult Fear_Threat
Jan 27, 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 …
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Identity Attack0.44690517
Insult0.58196646
Profanity0.5365423
Threat0.013010317
Severe Toxicity0.10702737
Moderate 0.6989911 Moderate Con 0.348 Insult Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Fk that . Stay in your country. Don't come to America.
Fk that . Stay in your country. Don't come to America.
Identity Attack0.49584505
Insult0.46327567
Profanity0.64080805
Threat0.023371955
Severe Toxicity0.2733782
Moderate 0.6863638 Low Con 0.204 Call_To_Action
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.