Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Piss on him" 95 comments · Page 2 of 4
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 …
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...
Poor whites piss me off like how you poor but then I realize its Canada so never mind please keep all the africans and Indians please Canada you're doing gods work for use lol
Poor whites piss me off like how you poor but then I realize its Canada so never mind please keep all the africans and Indians please Canada you're doing gods work for use lol
Identity Attack0.6649212
Insult0.5678696
Profanity0.39842105
Threat0.018019408
Severe Toxicity0.3361876
Moderate 0.6827122 Moderate Con 0.373 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 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...
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're …
Disgusting man even most of us First Nations are sick of this. They come throw there trash everywhere piss when kids are around fish and hunt without a license. Also take the fish when they're spawning they don't follow the rules they scam human trafficking everything you can think of fokken disgusting.
Identity Attack0.072601855
Insult0.6308392
Profanity0.41255033
Threat0.010472948
Severe Toxicity0.16960317
Moderate 0.6426206 Constructive 0.508 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how …
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how united inclusive blabla we Canadians are and sucking us dry🤨
Identity Attack0.31015682
Insult0.5072643
Profanity0.46460027
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.363 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is …
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is a thing where bringing too many people is negative like our housing crisis and it just imbalances everything when you rush too many pepple in at once. However seeing WHITE people and their reasons piss me off.its like shut the fuck up you immigrant. Your people did the exact same but wayyyyyyyy worse. So yeah welcome. Just their has to be some form of cap. Also i honestly think any government rolls should not be immigrants.just my opinion
Identity Attack0.5689151
Insult0.5497792
Profanity0.5865656
Threat0.061089642
Severe Toxicity0.35022295
Moderate 0.62702215 Constructive 0.74 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Identity Attack0.06249457
Insult0.5130944
Profanity0.570067
Threat0.013165667
Severe Toxicity0.12809667
Moderate 0.61223894 Moderate Con 0.38 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and …
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and the number of "white" people with piss in their pants i've seen is crazy . Stop racially profiling people it's never fun when it's done pointing at you, just so you know.
Identity Attack0.5502601
Insult0.48675314
Profanity0.5249258
Threat0.04233929
Severe Toxicity0.19761463
Moderate 0.60254884 Constructive 0.502 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
Identity Attack0.013546381
Insult0.3416952
Profanity0.70864636
Threat0.010343489
Severe Toxicity0.024866661
Moderate 0.5972042 Low Con 0.211 Moral_Argument
Sep 7, 2025 Why Canadians Are Turning Against …
The bike guy probably just pissed his boss black😂😂its 2026 everyone is learned
The bike guy probably just pissed his boss black😂😂its 2026 everyone is learned
Identity Attack0.4911651
Insult0.45758462
Profanity0.41503602
Threat0.06626215
Severe Toxicity0.16960317
Moderate 0.5972042 Low Con 0.168 Humor_Satire
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
i am an indian.& really,it is too much indians there.if i see so many coloured people in a white country,i myself will be pissed off
i am an indian.& really,it is too much indians there.if i see so many coloured people in a white country,i myself will be pissed off
Identity Attack0.5913144
Insult0.43158367
Profanity0.44475567
Threat0.08396416
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.377 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. I'm probably smarter than him. some africans being illiterate doesn't make them stupid and indians don't eat poop. leaving what he said in the video without calling it out looks like you agree. every group has bad drivers. every group has bad people- like the biker guy. stop the stereotype. imagine judging all white people off the biker guy. that’s what you’re doing. it’s not fair.
Identity Attack0.4911651
Insult0.5130944
Profanity0.40878695
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.661 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
Identity Attack0.49584505
Insult0.49389273
Profanity0.39842105
Threat0.011741633
Severe Toxicity0.14916596
Moderate 0.568186 Moderate Con 0.389 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
Identity Attack0.5698139
Insult0.5130944
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.257 Identity Attack Insult
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
send em back, don't give them any money!!!!!!!!!!!!!! we are FULL! and pissed off.
send em back, don't give them any money!!!!!!!!!!!!!! we are FULL! and pissed off.
Identity Attack0.036878675
Insult0.46476576
Profanity0.39409557
Threat0.050098058
Severe Toxicity0.02604016
Moderate 0.5532103 Moderate Con 0.312 Call_To_Action
Jan 5, 2026 1 likes Migrants cross into Canada near …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani at that, you never hear of a suicide bomber from India blowing himself up on our buses subways schools etc as Muslims do yes we had a air India bombing from infighting but that's so rare because their religion doesn't teach them to convert or kill like piss lam does and that thing Muslims do because their Quran teaches them its okay you know sexually enslaving our infidels girls, another good point is they will fight side by side with us once the Muslims start following their qurans and wage jihad on our asses
Identity Attack0.56445944
Insult0.47357693
Profanity0.36230123
Threat0.3733964
Severe Toxicity0.27908814
Moderate 0.51869136 Constructive 0.607 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I always find it so fascinating how much "hate" the world has for Africans/blacks. Claiming that they're "sooooo inferior/unintelligent"🙄😒 lol, we all know that IF that were honestly the case then the world wouldn't need to constantly try to put them at a disadvantage. IF you all honestly believed that "blacks are inferior", then you wouldn't constantly be obsessed with black people, you'd simply let them be. We all know it's a projection. People see the greatness and constant resilience of blacks, which pisses you guys off lol. Now argue amongst yourselves under my comment 😌✊🏽✊🏾✊🏿😝
Identity Attack0.5075293
Insult0.49389273
Profanity0.2659699
Threat0.014393489
Severe Toxicity0.02458496
Moderate 0.50759226 Constructive 0.545 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
Identity Attack0.50515765
Insult0.37960073
Profanity0.3866461
Threat0.04524883
Severe Toxicity0.056527592
Moderate 0.4826145 Moderate Con 0.47 Identity Attack Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are …
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are offended in OUR land! The immigrants who wish the end of Canada, who harass and intimidate targeted groups of Canadians on CANADIAN soil. Yes, we are mad at the immigrants too.
Identity Attack0.4931391
Insult0.44802538
Profanity0.28938356
Threat0.028897164
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.557
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
We are pissed 😡
We are pissed 😡
Identity Attack0.029144434
Insult0.3388922
Profanity0.42990944
Threat0.009851551
Severe Toxicity0.023505108
Moderate 0.47622904 Moderate Con 0.372
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
People should be pissed off, you guy shave way too many liberal politicians running the place there.
People should be pissed off, you guy shave way too many liberal politicians running the place there.
Identity Attack0.07177465
Insult0.43158367
Profanity0.36230123
Threat0.049128212
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.257
Sep 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food banks while they still had money and claim asylum as soon as their student visa runs out.
Identity Attack0.46028158
Insult0.40420914
Profanity0.3938786
Threat0.012854968
Severe Toxicity0.038593806
Moderate 0.47119883 Moderate Con 0.424 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
the hindus don't denigrate anybody. ...except those untouchables over there. they're subhuman filth. i think most canadians aren't pissed off about the immigration, exactly, and are more annoyed by the shift in resources. it's a …
the hindus don't denigrate anybody. ...except those untouchables over there. they're subhuman filth. i think most canadians aren't pissed off about the immigration, exactly, and are more annoyed by the shift in resources. it's a pretty big country with a lot of empty space. they set up in a small town and didn't bother anyone. that's roughly in line with canadian values. however, during that time, we've seen a lot of cuts to systems that were intended to help people born in canada and a shift in resources to help people born elsewhere coming into the country. white canadians are correct in noticing that the government has picked a side, and is shifting it's resources to helping this one group at the expense of the other, and it's had visible results that you're helpfully documenting. it's relatively clear that, whatever the merit of that initial shift in resources, it's had some unexpected effects, and that policy needs to be reevaluated. it's relatively clear who needs government resources in brampton in 2025, and the answer is not the same as it was in 1995.
Identity Attack0.41222036
Insult0.5130944
Profanity0.2847897
Threat0.011974656
Severe Toxicity0.02444411
Moderate 0.47119883 Constructive 0.647 Insult Policy_Critique
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)

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.