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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’m from Canada there are …" 319 comments · Page 1 of 13
I'm in the middle of nowhere northern Ontario Canada and we have a shitload of the fuckers here
I'm in the middle of nowhere northern Ontario Canada and we have a shitload of the fuckers here
Identity Attack0.41222036
Insult0.71120167
Profanity0.8949436
Threat0.013165667
Severe Toxicity0.35368225
Toxic 0.9061063 Moderate Con 0.442 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m from Canada and a lot of these people are fucked in the head. Absolute fools.
I’m from Canada and a lot of these people are fucked in the head. Absolute fools.
Identity Attack0.37292135
Insult0.8082062
Profanity0.8186401
Threat0.018537397
Severe Toxicity0.35368225
Toxic 0.90451443 Moderate Con 0.376 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Identity Attack0.6320481
Insult0.65231085
Profanity0.8690192
Threat0.04167421
Severe Toxicity0.36435235
Toxic 0.90451443 Constructive 0.52 Identity Attack Insult Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim …
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim or Chinese. Nothing I grew up with can I recognize anymore. Canada is f**ked!
Identity Attack0.7406625
Insult0.6336687
Profanity0.8089582
Threat0.10389658
Severe Toxicity0.45895407
Toxic 0.89241093 Moderate Con 0.354 Identity Attack Insult
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Identity Attack0.5135796
Insult0.6336687
Profanity0.7092837
Threat0.030623792
Severe Toxicity0.35368225
Toxic 0.8778702 Moderate Con 0.397 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
Identity Attack0.4774257
Insult0.57566804
Profanity0.7888968
Threat0.013321015
Severe Toxicity0.22513679
Toxic 0.8403191 Moderate Con 0.382 Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Indian racism is pretty retarded at least in us where they pay more taxes than whites 😂 idk about Canada tho I’m indian-American America first nigga type Shit but Indian racism makes 0 senss
Indian racism is pretty retarded at least in us where they pay more taxes than whites 😂 idk about Canada tho I’m indian-American America first nigga type Shit but Indian racism makes 0 senss
Identity Attack0.71678543
Insult0.61794597
Profanity0.64460015
Threat0.03649433
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.312 Identity Attack Insult Identity_Assertion
Jan 27, 2026 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 …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. I for one I’m a medical doctor and all his descendants or ancestors could never have the brains to have as many degrees as Africans. So fck that btch of a man.
Identity Attack0.5051593
Insult0.6675394
Profanity0.759977
Threat0.046218675
Severe Toxicity0.35094213
Toxic 0.7675452 Constructive 0.559 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. …
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. At this point I'm positive that Canada is a failed state
Identity Attack0.5948528
Insult0.5270482
Profanity0.71218073
Threat0.018364733
Severe Toxicity0.35022295
Toxic 0.75208336 Moderate Con 0.458 Identity Attack Insult Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go …
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go back home, they will kill me!!" and Canada will shower them with money.
Identity Attack0.73072165
Insult0.5739874
Profanity0.39409557
Threat0.5195707
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.304 Identity Attack Insult Threat Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I live in Alberta and Canada has fallen. We are completely taken over at this point and I'm voting to leave Canada while we still can. Canada is complete and utter socialist shit.
I live in Alberta and Canada has fallen. We are completely taken over at this point and I'm voting to leave Canada while we still can. Canada is complete and utter socialist shit.
Identity Attack0.4006267
Insult0.5678696
Profanity0.70864636
Threat0.009722093
Severe Toxicity0.16960317
Toxic 0.73663366 Moderate Con 0.422 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm from Canada, we are clearly invaded and yet people wonder why houses are not affordable. People are so dumb
I'm from Canada, we are clearly invaded and yet people wonder why houses are not affordable. People are so dumb
Identity Attack0.36733335
Insult0.75027496
Profanity0.3366329
Threat0.009463178
Severe Toxicity0.023223408
Toxic 0.73663366 Moderate Con 0.442 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what the fuck happened to my province. When I was young we had multiculturalism but this is different. As an adult I look around and we have an Indian invasion. Let’s be clear. It’s not Asians or blacks or whatever. It’s shit tons of Indians and yes they are ruining Canada.
Identity Attack0.6637263
Insult0.5678696
Profanity0.6672561
Threat0.061089642
Severe Toxicity0.35368225
Toxic 0.718943 Moderate Con 0.496 Identity Attack Insult Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
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...
A Pakistani man walked on the back of my heals when I walked into wallmart because I walked in front of him ,,, I am a retired Nurse in Ontario ,, I have lived in …
A Pakistani man walked on the back of my heals when I walked into wallmart because I walked in front of him ,,, I am a retired Nurse in Ontario ,, I have lived in CANADA my whole life I’m 63 ,,, I HAVE NEVER EXPERIENCED THIS FROM A WHITE MAN EVVVVVVVER ,,, ALL I CAN SAY IS WTF😳These immigrants are RUDE
Identity Attack0.6458014
Insult0.5678696
Profanity0.44431314
Threat0.035458352
Severe Toxicity0.23340854
Moderate 0.6863638 Constructive 0.575 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
That bike guy is a broke dummy 😂 sounds lazy and dumb and I’m from Canada 🇨🇦
That bike guy is a broke dummy 😂 sounds lazy and dumb and I’m from Canada 🇨🇦
Identity Attack0.27662867
Insult0.72868866
Profanity0.26641908
Threat0.009385503
Severe Toxicity0.02406851
Moderate 0.6863638 Moderate Con 0.339 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy …
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy for them to claim asylum. There’s a government app that when you come to Canada, Indians can just claim asylum on the app. Enter in some basic information. And they’re in. It’s absolute bullshit man
Identity Attack0.4139151
Insult0.5015486
Profanity0.6750904
Threat0.012492486
Severe Toxicity0.16960317
Moderate 0.6863638 Constructive 0.526 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get a doctor from my mother. What the hell I'm disgusted with the government politicians? Actually, I do know. God put governments in place. He didn't put politicians there, and they're all f****** greedy
Identity Attack0.29035977
Insult0.5739874
Profanity0.58072567
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.655 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry . These people are ignorant I agree with the African boy your not here to change or ways but adapt to ours
Identity Attack0.6458014
Insult0.62169385
Profanity0.26098207
Threat0.011172019
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.536 Identity Attack Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
Identity Attack0.36702603
Insult0.71120167
Profanity0.0913099
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.6667219 Moderate Con 0.342 Insult
Dec 30, 2017 1 likes How much do refugees and …
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
Identity Attack0.051580742
Insult0.68668073
Profanity0.37352943
Threat0.0089712385
Severe Toxicity0.021419114
Moderate 0.65996873 Constructive 0.505 Insult Personal_Narrative
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to see it destroyed? Your kids are annoying, loud and terrible? Ok you are perfect for Canada and here's 80 grand and house. Honestly, these are the people I'm constantly meeting as a teacher. Canada will be crumbling for the next 40 years, easy.
Identity Attack0.48915586
Insult0.6831271
Profanity0.29209393
Threat0.025789235
Severe Toxicity0.104393706
Moderate 0.65996873 Moderate Con 0.481 Insult Unverified_Claim
Jun 21, 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.