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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: "Is there anyone here who …" 351 comments · Page 2 of 15
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 …
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 …
As a physical minority person i see Indians are same as anyone else i don’t see any difference between indian and canadian in canada. so stop the nonsense stupid division in Ontario.
As a physical minority person i see Indians are same as anyone else i don’t see any difference between indian and canadian in canada. so stop the nonsense stupid division in Ontario.
Identity Attack0.44690517
Insult0.67254376
Profanity0.29053202
Threat0.009178371
Severe Toxicity0.023076924
Moderate 0.6611249 Moderate Con 0.46 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem with canadians is anyone who's brown they think is Indian. Canadians are the retards of America Sincerely: a canadian who's seen what his countryman does to his best friends who aren't white and …
The problem with canadians is anyone who's brown they think is Indian. Canadians are the retards of America Sincerely: a canadian who's seen what his countryman does to his best friends who aren't white and aren't Indian
Identity Attack0.6853638
Insult0.57566804
Profanity0.34099978
Threat0.013631714
Severe Toxicity0.21596274
Moderate 0.64447093 Moderate Con 0.442 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t …
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t be speaking Hindi when trying to translate it, dudes a scumbag
Identity Attack0.36942887
Insult0.6677319
Profanity0.4170448
Threat0.033386398
Severe Toxicity0.20067264
Moderate 0.6426206 Moderate Con 0.336 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If I hear the two words, “Canada’s Generosity” one more time, I will puke. This is really about “Canada’s Stupidity”, if you ask any tax payer, or anyone else with a brain. Giving benefits to …
If I hear the two words, “Canada’s Generosity” one more time, I will puke. This is really about “Canada’s Stupidity”, if you ask any tax payer, or anyone else with a brain. Giving benefits to fraudsters, and cheats, that tax paying Canadians don’t even receive or cannot afford is pure criminal behaviour.
Identity Attack0.36873037
Insult0.6675394
Profanity0.19893537
Threat0.010291707
Severe Toxicity0.023082556
Moderate 0.6407703 Moderate Con 0.32 Insult Policy_Critique
Feb 19, 2026 3 likes LILLEY UNLEASHED: The fall of …
Im a Canadian (From Scarborough) whos parents immigrated from South Asia in the 70s-80s & are proud Canadians. Anyone who is Canadian first or second generation Canadian brown people like my self & others are …
Im a Canadian (From Scarborough) whos parents immigrated from South Asia in the 70s-80s & are proud Canadians. Anyone who is Canadian first or second generation Canadian brown people like my self & others are tired of Brampton & all this immigration shit too
Identity Attack0.48949075
Insult0.48484445
Profanity0.6242122
Threat0.010680079
Severe Toxicity0.12546301
Moderate 0.6308517 Constructive 0.653
Sep 19, 2025 89 likes Inside Canada's Indian Metropolis (Brampton)
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Identity Attack0.21075934
Insult0.5130944
Profanity0.6001929
Threat0.01187109
Severe Toxicity0.040387187
Moderate 0.6308517 Low Con 0.176 Insult Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Identity Attack0.11860296
Insult0.6675394
Profanity0.39409557
Threat0.014566151
Severe Toxicity0.024819711
Moderate 0.6289369 Low Con 0.259 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African …
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African refugee men . They keep saying kill the white man . So I hear it. That is a hate crime and ethnic cleansing these Africans want . I have to deal with the high level of violence from THEM. The more Africans come the more we will have a third world nation for sure😮😮😮😮😮
Identity Attack0.7465365
Insult0.024874555
Profanity0.0062928176
Threat0.055855658
Severe Toxicity0.0027142896
Moderate 0.60726774 Identity Attack Fear_Threat
Mar 9, 2026 1 likes How Canada broke its immigration …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Identity Attack0.48915586
Insult0.6308392
Profanity0.15283443
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.279 Insult Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you …
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you are a foreign national and are suspected of ties to this, Canadian status revoked, deported. We need to stop being suckers.
Identity Attack0.36702603
Insult0.6308392
Profanity0.36230123
Threat0.05397744
Severe Toxicity0.02514347
Moderate 0.6027529 Low Con 0.292 Insult Call_To_Action
Feb 24, 2026 Canadian immigration officers investigating hundreds …
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Identity Attack0.23998553
Insult0.44802538
Profanity0.5643384
Threat0.010110466
Severe Toxicity0.10702737
Moderate 0.6027529 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would anyone in canada want to sneak into the US? So they can pay for healthcare? LOL. What a dumb narrative.
Why would anyone in canada want to sneak into the US? So they can pay for healthcare? LOL. What a dumb narrative.
Identity Attack0.17925262
Insult0.6308392
Profanity0.20139475
Threat0.008789998
Severe Toxicity0.017481172
Moderate 0.60152835 Low Con 0.196 Insult Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Stay happy cuz we indian dont fw any other community or impose our culture on anyone unlike - you know who. But this mf wont dare to make a video on that topic , racist …
Stay happy cuz we indian dont fw any other community or impose our culture on anyone unlike - you know who. But this mf wont dare to make a video on that topic , racist af .
Identity Attack0.4508763
Insult0.47384647
Profanity0.3813392
Threat0.020091362
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.262 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
Identity Attack0.5983441
Insult0.27763805
Profanity0.2395431
Threat0.11309616
Severe Toxicity0.16960317
Moderate 0.5779532 Moderate Con 0.35 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with …
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with anyone who isn't them, and they bring their class system they have in India here as well. They are some of the worst people I have ever had the displeasure of dealing with.
Identity Attack0.6220118
Insult0.5130944
Profanity0.20700185
Threat0.012854968
Severe Toxicity0.104393706
Moderate 0.57271194 Constructive 0.656 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If not ww3 soon, we will probably snap out of this idiotic fantasy world where everyone is equal, and everyone got the same rights.. Migrants should earn the right to vote though 3 generations of …
If not ww3 soon, we will probably snap out of this idiotic fantasy world where everyone is equal, and everyone got the same rights.. Migrants should earn the right to vote though 3 generations of elimination.. so if anyone if the family fucks up, they all have to go, and only their grandchildren get to vote, this will ensure they had time to assimilate, it will also function as a softcore eugenics program.. that's my solution, if not that then the pyre is always an option. I do not care for foreign interests, i do not care for our kind's suicidal empathic cult 😂
Identity Attack0.3817989
Insult0.54471385
Profanity0.473824
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.57271194 Moderate Con 0.397 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It don't matter what anyone says cause Canadians are not going to listen, they whine and complain but they don't get off their butts and do something about it.
It don't matter what anyone says cause Canadians are not going to listen, they whine and complain but they don't get off their butts and do something about it.
Identity Attack0.28622448
Insult0.4378843
Profanity0.4370703
Threat0.021990653
Severe Toxicity0.024866661
Moderate 0.56269526 Moderate Con 0.311
Aug 27, 2025 Why Canadians Are Turning Against …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and …
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and install sharia law and justice
Identity Attack0.6007182
Insult0.40243408
Profanity0.20916378
Threat0.02371728
Severe Toxicity0.072789766
Moderate 0.52811706 Moderate Con 0.364 Identity Attack Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And …
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And i would and have fpu if they did it in front of me ya looser content "creator" . ffs
Identity Attack0.029402243
Insult0.5129801
Profanity0.3938786
Threat0.012803185
Severe Toxicity0.02383376
Moderate 0.52139956 Moderate Con 0.469 Insult Meta_Commentary
Aug 28, 2025 Why Canadians Are Turning Against …
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.0912254
Moderate 0.51980776 Constructive 0.569 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they …
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they are going to get somewhere with the underage white girls if they sell them vapes but that's only a few and I think that would be the case in any culture at least they don't rape them usually just make them uncomfortable
Identity Attack0.50515443
Insult0.40243408
Profanity0.41436642
Threat0.33609006
Severe Toxicity0.19149859
Moderate 0.51980776 Constructive 0.585 Identity Attack Identity_Assertion
Jan 27, 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.