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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: "I was not raised to …" 196 comments · Page 1 of 8
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
Identity Attack0.7895903
Insult0.7827088
Profanity0.8086746
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.93383175 Moderate Con 0.441 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations …
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations in their fields. Fuck off with your racist bullshit.
Identity Attack0.6007182
Insult0.72756535
Profanity0.89909166
Threat0.03787563
Severe Toxicity0.44860926
Toxic 0.9061063 Constructive 0.559 Identity Attack Insult Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
im born and raised in brampton it now a shit hole
im born and raised in brampton it now a shit hole
Identity Attack0.10221587
Insult0.48569724
Profanity0.80158395
Threat0.012181788
Severe Toxicity0.16960317
Toxic 0.78711975 Moderate Con 0.302 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
All these Indians that moved in recently ruined things for all Indians that came before. I was born and raised in Canada and only started dealing with racism recently. It's fucked.
All these Indians that moved in recently ruined things for all Indians that came before. I was born and raised in Canada and only started dealing with racism recently. It's fucked.
Identity Attack0.6007182
Insult0.5130944
Profanity0.70864636
Threat0.018364733
Severe Toxicity0.26195827
Toxic 0.7761081 Constructive 0.548 Identity Attack Insult Personal_Narrative
Mar 3, 2026 1 likes 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)
Business owners need to FKN STOP SELLING THEIR BUSINESSES TO THESE PIECES OF 💩…. THEY NO NOTHING ABOUT CUSTOMER SERVICE & are RUDE AS HELL 🤯🤬‼️ YES I AM A CANADIAN BORN & RAISED & …
Business owners need to FKN STOP SELLING THEIR BUSINESSES TO THESE PIECES OF 💩…. THEY NO NOTHING ABOUT CUSTOMER SERVICE & are RUDE AS HELL 🤯🤬‼️ YES I AM A CANADIAN BORN & RAISED & I AM OUTRAGED ‼️‼️‼️‼️‼️
Identity Attack0.23998553
Insult0.6370372
Profanity0.541926
Threat0.048481647
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.419 Insult
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
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 …
I was as raised in Brampton during the 70’s - 90’s. It’s a shit hole now.
I was as raised in Brampton during the 70’s - 90’s. It’s a shit hole now.
Identity Attack0.052035484
Insult0.47020787
Profanity0.80158395
Threat0.009204263
Severe Toxicity0.15706694
Toxic 0.7510937 Moderate Con 0.474
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s about damn time immigration officers do their damn job. They should’ve started 10 years ago and don’t give them a raise because they haven’t done anything for 10 years and now they’re starting to …
It’s about damn time immigration officers do their damn job. They should’ve started 10 years ago and don’t give them a raise because they haven’t done anything for 10 years and now they’re starting to work they will be looking far a raise. Don’t they dare give them a raise make them do their damn job that they haven’t been doing for 10 years.
Identity Attack0.35948995
Insult0.5130944
Profanity0.70864636
Threat0.015429466
Severe Toxicity0.17926651
Toxic 0.743089 Moderate Con 0.448 Insult Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
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...
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara? Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the …
What if the Punjabi people decided to live only in a few places? like Chestermere (in Alberta)?—simply because of the fact there is a Gurudwara? Imagine building a Gurdwara in Stetler, Alberta—the brow raises, the stares etc. You should interview successful white people, no the homeless ones, ofcourse they are going to blame the visbily succesful ones—but then just like he said he does not give a shit, the punjabis to does not give a shit,
Identity Attack0.55044734
Insult0.54471385
Profanity0.6919765
Threat0.016120117
Severe Toxicity0.18538254
Moderate 0.6989911 Moderate Con 0.487 Identity Attack Insult Identity_Assertion
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Identity Attack0.5075293
Insult0.57566804
Profanity0.6370159
Threat0.019228047
Severe Toxicity0.23340854
Moderate 0.687436 Constructive 0.557 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Ship the immigrants out who don't want to leave their crap behind and bring their residue here!! Blend or get out!!! I was born and raised here and now i'm a minority!!! We have no …
Ship the immigrants out who don't want to leave their crap behind and bring their residue here!! Blend or get out!!! I was born and raised here and now i'm a minority!!! We have no jobs because of the immigrants that will work for nothing, low wages because they came from nothing, even crumbs look good to them. Look at the crime!!! Ship them out!!!
Identity Attack0.58743036
Insult0.6149945
Profanity0.46460027
Threat0.13768311
Severe Toxicity0.23224801
Moderate 0.6852916 Moderate Con 0.472 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Identity Attack0.10221587
Insult0.69164425
Profanity0.22522148
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.681338 Low Con 0.234 Insult Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for going against the political agenda, as we just saw, I think we're worse off than Russia right now, Canada is disgusting me. And II am born and raised here and a veteran, what the fuck is going on here?😮
Identity Attack0.5135796
Insult0.5130944
Profanity0.5643384
Threat0.33294448
Severe Toxicity0.23223428
Moderate 0.6611249 Constructive 0.561 Identity Attack Insult Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction out of fear, good job Canada! I hate my country I couldnt care less anymore, if we became the 51 state or not because who cares, were shit either way! Go ahead block this comment im just another racist right??? keep going down this path I dont mind becomming what you all want me to be... I was raised to believe in equality for all. I havent seen anything but a mass victimization of everything! Migration, Mental Health, Work place orrientation. People just gotta really start being honest with themselves first. in a society where its common to duisguise yourself with a "digital filter", I really think self honesty is going to be a very important tool for the future. learning to live with the "ugly truth" instead of trying to cover things up all the time, some people just suck no matter the race color or culture more realistically.
Identity Attack0.2964622
Insult0.5739874
Profanity0.596623
Threat0.04686524
Severe Toxicity0.20678867
Moderate 0.6588125 Constructive 0.644 Insult Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As a born Canadian…..I’ve seen a LOT of Canadian raised people disrespecting my country. The amount of trash left behind from born and bred hick Albertans is disgusting. But sure….blame immigrants for Canadian trashy behaviour …
As a born Canadian…..I’ve seen a LOT of Canadian raised people disrespecting my country. The amount of trash left behind from born and bred hick Albertans is disgusting. But sure….blame immigrants for Canadian trashy behaviour 🙄 Hate to break it every, but Canada IS a colony😂😂😂 Of course you’d bring up the Trucker Tantrums. You prejudicial, biased bigots joined forces with a two separatists and a racist 😂 So sick of your whinging.
Identity Attack0.54151535
Insult0.65129566
Profanity0.12903778
Threat0.00967031
Severe Toxicity0.045767322
Moderate 0.6491204 Moderate Con 0.38 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Oh fuck (Born and raised in Brampton 🤦🏻‍♂️)
Oh fuck (Born and raised in Brampton 🤦🏻‍♂️)
Identity Attack0.06567776
Insult0.25205973
Profanity0.8089582
Threat0.009799767
Severe Toxicity0.16960317
Moderate 0.6342749 Low Con 0.298 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if we try to raise our voice
Identity Attack0.60238177
Insult0.5739874
Profanity0.44366163
Threat0.511324
Severe Toxicity0.45895407
Moderate 0.6027529 Moderate Con 0.464 Identity Attack Insult Threat Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people who are sick of this shit raising kids and those kids will grow up to hate. Thats all im gonna say.
Identity Attack0.41222036
Insult0.48228607
Profanity0.57236236
Threat0.03165977
Severe Toxicity0.16233426
Moderate 0.60254884 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
These immigrants have it too good! Wow, a whole four dolllars per prescription. I’m paying more than that in all my co pay and I live below the poverty line! Hell, I have to pay …
These immigrants have it too good! Wow, a whole four dolllars per prescription. I’m paying more than that in all my co pay and I live below the poverty line! Hell, I have to pay seventeen dollars in co pay for Spiriva just so I can breath and these damn asylum seekers get it for four bucks?! These freeloaders have got to go! Born and raised in Canada. Paid taxes since I was sixteen and this is my payback! Then they wonder why Canadians are starting to resent and actually hate these immigrants. Sorry but not sorry!!!!
Identity Attack0.49855098
Insult0.5678696
Profanity0.4662011
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.60152835 Constructive 0.535 Insult Economic_Argument
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Those Indians are very racist to Black Canadians who were born and raised there.
Those Indians are very racist to Black Canadians who were born and raised there.
Identity Attack0.6487889
Insult0.45758462
Profanity0.17101645
Threat0.009929225
Severe Toxicity0.040387187
Moderate 0.5921536 Moderate Con 0.389 Identity Attack Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
As a Canadian-Indian born and raised in Brampton for the majority of my life. This shit is accurate. Alot of the issues stem from international students abusing Canada's immigration. That bike guy is wild btw😭
As a Canadian-Indian born and raised in Brampton for the majority of my life. This shit is accurate. Alot of the issues stem from international students abusing Canada's immigration. That bike guy is wild btw😭
Identity Attack0.36702603
Insult0.46173862
Profanity0.6242122
Threat0.012751401
Severe Toxicity0.059217658
Moderate 0.5921536 Constructive 0.65 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What good is it going to do to raise your elbows when you are up to your eyebrows in the crap and the Liberal government has their foot on your head?
What good is it going to do to raise your elbows when you are up to your eyebrows in the crap and the Liberal government has their foot on your head?
Identity Attack0.06795148
Insult0.5130944
Profanity0.44431314
Threat0.05688698
Severe Toxicity0.023293832
Moderate 0.56269526 Moderate Con 0.315 Insult
Jun 22, 2025 2 likes 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.