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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: "Just a few days more …" 493 comments · Page 1 of 20
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
Identity Attack0.000577213
Insult0.9369179
Profanity0.0007279682
Threat0.00031577723
Severe Toxicity0.00002373469
Toxic 0.9538872 Insult Policy_Critique
Dec 9, 2025
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Identity Attack0.3043136
Insult0.71120167
Profanity0.71218073
Threat0.6601249
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.403 Insult Threat Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
This is Colonization and ill fight these fuckers any day
This is Colonization and ill fight these fuckers any day
Identity Attack0.2949366
Insult0.6051471
Profanity0.8086746
Threat0.5003284
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.248 Insult Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
Identity Attack0.3817989
Insult0.6051471
Profanity0.5722072
Threat0.100830056
Severe Toxicity0.44787344
Toxic 0.85173553 Low Con 0.273 Insult Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
What is this dick all talking about? Why does he want the government to do something about one guy transporting people we have DHC up in our asses all day?, murdering people on the street
What is this dick all talking about? Why does he want the government to do something about one guy transporting people we have DHC up in our asses all day?, murdering people on the street
Identity Attack0.109318495
Insult0.57787937
Profanity0.70864636
Threat0.3993542
Severe Toxicity0.35368225
Toxic 0.8460273 Low Con 0.269 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
if the Canadians could get off their lazy butts and do something, canada wont be needing any migrants, but they do do need them so that your lazy ass can order a pizza and an …
if the Canadians could get off their lazy butts and do something, canada wont be needing any migrants, but they do do need them so that your lazy ass can order a pizza and an indian can deliver to you while your fat butt siting all day watching netflex...
Identity Attack0.54996765
Insult0.6798578
Profanity0.5865656
Threat0.03407705
Severe Toxicity0.35368225
Toxic 0.82048255 Low Con 0.226 Identity Attack Insult Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last day of my probation, then call me back a month after trying to pay me $21/hr now its mostly Asians working now. Shit is crazy the Libs are fucking us without lube.
Identity Attack0.46028158
Insult0.5101222
Profanity0.7673477
Threat0.021300001
Severe Toxicity0.20067264
Toxic 0.75208336 Constructive 0.504 Insult Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Identity Attack0.05976611
Insult0.4710501
Profanity0.570067
Threat0.5195707
Severe Toxicity0.21596274
Toxic 0.7510937 Low Con 0.264 Threat Call_To_Action
Sep 9, 2025 1 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...
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so …
the guy on the bike is full of shit. you're far more likely to be raped in Canada by a cacausian male than an African. the africans are trying to be on good behaviour so that they can keep their visas. duh. And re: the number of Tims employees who are white: how many white Gen-Z Canadians do you see hoping to get a job at Tims vs. the number you can see who spend their entire day on their phones in their parents' basement?
Identity Attack0.6007182
Insult0.6149945
Profanity0.6001929
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.743089 Moderate Con 0.476 Identity Attack Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. …
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. FOOLS!
Identity Attack0.06522302
Insult0.7497506
Profanity0.22105443
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.6989911 Low Con 0.204 Insult
Dec 23, 2025 1 likes Deportations From Canada at Their …
3:57 No way this Pigger on bike calling us dirty while they literally live on street and smoke crack all day. Whites are generally filthy too. They literally have 2 Girl 1 Cup culture 😭
3:57 No way this Pigger on bike calling us dirty while they literally live on street and smoke crack all day. Whites are generally filthy too. They literally have 2 Girl 1 Cup culture 😭
Identity Attack0.5948528
Insult0.56997263
Profanity0.4098025
Threat0.077831104
Severe Toxicity0.34981552
Moderate 0.687436 Low Con 0.257 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My wife can't get a job because all the places she applies are full of student worker immigrants. It's all on me to work 6 days a week and I'm fucking breaking. I've become full …
My wife can't get a job because all the places she applies are full of student worker immigrants. It's all on me to work 6 days a week and I'm fucking breaking. I've become full of hate and racism.
Identity Attack0.5135796
Insult0.44802538
Profanity0.68353343
Threat0.021990653
Severe Toxicity0.17926651
Moderate 0.6863638 Constructive 0.561 Identity Attack
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
"I didn't even work a single day of cash" yup.. and that's your registered nurse talking to you... What a fucking discrimination.
"I didn't even work a single day of cash" yup.. and that's your registered nurse talking to you... What a fucking discrimination.
Identity Attack0.04048799
Insult0.47384647
Profanity0.70864636
Threat0.009256045
Severe Toxicity0.11492836
Moderate 0.6863638 Constructive 0.508
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
Identity Attack0.6007182
Insult0.48627716
Profanity0.64657205
Threat0.12076248
Severe Toxicity0.2847981
Moderate 0.6852916 Moderate Con 0.306 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
Identity Attack0.55044734
Insult0.5145894
Profanity0.3051381
Threat0.017846745
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.264 Identity Attack Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT TELL ANYONE YOUR CANADIAN IN JAMAICA PORTO RICO FRANCE IN SPAIN THE CANADIANS WERE VIOLENTLY CONFRONTED BCS THEY WERE CALLED PEDOS BCS NO ONE FOUGHT TO PROTECT KIDS AGAISNT GENDER TEACHING IN SCHOOLS Canada is embarrassing now days
Identity Attack0.45610145
Insult0.6798578
Profanity0.26555094
Threat0.016292779
Severe Toxicity0.09912638
Moderate 0.6744087 Moderate Con 0.409 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
Identity Attack0.47178617
Insult0.6308392
Profanity0.47435758
Threat0.013113883
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.268 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike, in front of Tim hortons, is so dumb. I would rather have people who follow Islam over Indians ANY DAY
The guy on the bike, in front of Tim hortons, is so dumb. I would rather have people who follow Islam over Indians ANY DAY
Identity Attack0.50515604
Insult0.6675394
Profanity0.357228
Threat0.018019408
Severe Toxicity0.029626917
Moderate 0.6667219 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Thats explains why my Tim's orders fck every single day
Thats explains why my Tim's orders fck every single day
Identity Attack0.018068384
Insult0.25205973
Profanity0.70864636
Threat0.0103175985
Severe Toxicity0.1597006
Moderate 0.6611249 Moderate Con 0.385 Personal_Narrative
Feb 22, 2026 Inside Canada's Indian Invasion...
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
what pisses me the most is that when I want to go there I have to comply with a billion visa requirements to stay for 10 days and these dirty bastards get a citizenship for …
what pisses me the most is that when I want to go there I have to comply with a billion visa requirements to stay for 10 days and these dirty bastards get a citizenship for nothing
Identity Attack0.27701542
Insult0.6336687
Profanity0.49576873
Threat0.019573374
Severe Toxicity0.11492836
Moderate 0.65996873 Moderate Con 0.313 Insult Policy_Critique
Jan 27, 2026 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 …
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Identity Attack0.58743036
Insult0.489133
Profanity0.5013569
Threat0.04718852
Severe Toxicity0.34927294
Moderate 0.6588125 Low Con 0.226 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Who even thinks of ‘Indians eat poop’ as a stereotype? That’s not a ‘joke’—that’s straight-up dehumanizing racism. Indians in Canada work, pay taxes, build businesses, and keep essential services running. Why is it so normal …
Who even thinks of ‘Indians eat poop’ as a stereotype? That’s not a ‘joke’—that’s straight-up dehumanizing racism. Indians in Canada work, pay taxes, build businesses, and keep essential services running. Why is it so normal to say disgusting things about us and call it content? I face this hate every fucking day you If you really dislike Indians that much, be honest about it. Put up a sign: ‘Indians not welcome.’ But you won’t—because you still want Indian customers, Indian workers, and Indian money. You can’t profit from a community while disrespecting it
Identity Attack0.57957685
Insult0.5678696
Profanity0.54024357
Threat0.055917133
Severe Toxicity0.34997055
Moderate 0.6588125 Constructive 0.568 Identity Attack Insult Moral_Argument
Jan 29, 2026 3 likes 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.