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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: "I’m just here for the …" 1,009 comments · Page 3 of 41
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...
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 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 …
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
Identity Attack0.46028158
Insult0.4339631
Profanity0.44431314
Threat0.06238277
Severe Toxicity0.34989303
Moderate 0.6989911 Moderate Con 0.376 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
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...
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 …
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...
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 …
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 …
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...
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 …
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 …
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'm not letting the immigration Minister off the hook but it was Sean Frazier Mark Miller that left her this mess two of the worst immigration ministers ever Dumb and Dumber
I'm not letting the immigration Minister off the hook but it was Sean Frazier Mark Miller that left her this mess two of the worst immigration ministers ever Dumb and Dumber
Identity Attack0.11047905
Insult0.7218519
Profanity0.1854088
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.6667219 Moderate Con 0.406 Insult Policy_Critique
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As a Canadian, I'm just gonna close my eyes. I don't wanna watch this… Four syllables Ass. Im a late Motherf$&kers
As a Canadian, I'm just gonna close my eyes. I don't wanna watch this… Four syllables Ass. Im a late Motherf$&kers
Identity Attack0.21075934
Insult0.40975618
Profanity0.61633086
Threat0.100830056
Severe Toxicity0.18538254
Moderate 0.6611249 Moderate Con 0.357
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this …
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this damn country and these new people don't give a s*** about it they're destroying everything I mean how many videos do you got to see if I'm dumping garbage and using our beaches as washrooms
Identity Attack0.19495805
Insult0.4710501
Profanity0.5722072
Threat0.1115629
Severe Toxicity0.23224458
Moderate 0.6611249 Constructive 0.568 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
Identity Attack0.16993292
Insult0.37279442
Profanity0.7785769
Threat0.008556974
Severe Toxicity0.104393706
Moderate 0.6611249 Constructive 0.603
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
CBC I'm going to tell you straight up your bullshiieet . And the Vietnamese in the eighties are not the migrants is today
CBC I'm going to tell you straight up your bullshiieet . And the Vietnamese in the eighties are not the migrants is today
Identity Attack0.33060804
Insult0.54525656
Profanity0.5722072
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.325 Insult
Oct 26, 2017 20 likes How much do refugees and …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another country a shit hole and I'm not Indian
Identity Attack0.48949075
Insult0.48627716
Profanity0.7092837
Threat0.008505191
Severe Toxicity0.16496792
Moderate 0.6588125 Constructive 0.634
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the Roman’s do!! I’m an immigrant as well,and my blood is boiling with these species!! Thank Trudeau and now us clown carney!! What it is doing is causing a lot of hate, Canadians need to get off their asses and start voicing and pushing back on this situation than turning a blind eye!! The ones who shouldn’t be here need to be deported!!
Identity Attack0.4139151
Insult0.5678696
Profanity0.5365423
Threat0.061089642
Severe Toxicity0.21596274
Moderate 0.6588125 Moderate Con 0.477 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just …
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just capital punishment them. Cheaper than deporting them, no risk of them returning unless god has abandoned us
Identity Attack0.46614665
Insult0.4339631
Profanity0.64657205
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.6544696 Constructive 0.544 Fear_Threat
Dec 2, 2025 Why Canadians Are Turning Against …
5:43 I’m sorry the poor white trash dude is a joke. Scientific racism at its finest… but tbf it’s always the ones that have little value that look to blame someone for their own life.
5:43 I’m sorry the poor white trash dude is a joke. Scientific racism at its finest… but tbf it’s always the ones that have little value that look to blame someone for their own life.
Identity Attack0.56445944
Insult0.5739874
Profanity0.39409557
Threat0.023544617
Severe Toxicity0.16960317
Moderate 0.6491204 Moderate Con 0.313 Identity Attack Insult Moral_Argument
Jan 28, 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.