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

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Active: "We are doing everything we …" 427 comments · Page 1 of 18
Bro, what are you trying to say about Muslims? At least we don’t fucking take over everything we’re not ignorant like the rest of this east Indians were fucking clean your fucking prick.
Bro, what are you trying to say about Muslims? At least we don’t fucking take over everything we’re not ignorant like the rest of this east Indians were fucking clean your fucking prick.
Identity Attack0.69661283
Insult0.7827088
Profanity0.8907955
Threat0.060443077
Severe Toxicity0.48355904
Toxic 0.9248995 Low Con 0.235 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Brampton is a shit hole. I hate going to Brampton. The Indians took over everything go to the beach there shit in the sand this ruining everything they like a fasciation with rats.
Identity Attack0.6649212
Insult0.72868866
Profanity0.84506536
Threat0.0475118
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.333 Identity Attack Insult Fear_Threat
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
5:27 Lmao black people ruin everything. Y'all ain't kings and queens of sh*t 😂😂😂
5:27 Lmao black people ruin everything. Y'all ain't kings and queens of sh*t 😂😂😂
Identity Attack0.7895903
Insult0.6336687
Profanity0.6001929
Threat0.085497424
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.27 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Identity Attack0.37507164
Insult0.67254376
Profanity0.70864636
Threat0.040638234
Severe Toxicity0.35368225
Toxic 0.8778702 Low Con 0.143 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree with the counselors position but it sucks that she lives life as a bitch....acting miserable will make everything around her miserable.
I agree with the counselors position but it sucks that she lives life as a bitch....acting miserable will make everything around her miserable.
Identity Attack0.1232452
Insult0.78565484
Profanity0.7785769
Threat0.019573374
Severe Toxicity0.34942797
Toxic 0.85850734 Constructive 0.53 Insult Meta_Commentary
Oct 4, 2025 IRCC Names India in Study …
Punjabis built all of Canada like it or not. They do the jobs whites don’t want to do. They build everything from the ground up and developed all shitty ghetto neighborhoods into suburbia. Not our …
Punjabis built all of Canada like it or not. They do the jobs whites don’t want to do. They build everything from the ground up and developed all shitty ghetto neighborhoods into suburbia. Not our fault most whites have drug problems. They on welfare, smoke Fent, have all different baby mamas. And they all smell cat dirty wet dogs and cigarettes. Fuckin stinkers
Identity Attack0.6649212
Insult0.71551245
Profanity0.776286
Threat0.046218675
Severe Toxicity0.45895407
Toxic 0.85173553 Moderate Con 0.383 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Every fucking state is being overrun with the Indians like her in Indianapolis buying up everything so I boycott those establishment.
Every fucking state is being overrun with the Indians like her in Indianapolis buying up everything so I boycott those establishment.
Identity Attack0.6007182
Insult0.5130944
Profanity0.7785769
Threat0.025789235
Severe Toxicity0.35130173
Toxic 0.82048255 Moderate Con 0.323 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
Identity Attack0.61901736
Insult0.6149945
Profanity0.65961236
Threat0.34889272
Severe Toxicity0.35515398
Toxic 0.8115627 Low Con 0.243 Identity Attack Insult Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Sick to death of seeing these clowns getting handed everything for free . The libs keep importing a bunch of unskilled peasants. We don’t need another cell phone salesmen or uber driver. F$%# this shit …
Sick to death of seeing these clowns getting handed everything for free . The libs keep importing a bunch of unskilled peasants. We don’t need another cell phone salesmen or uber driver. F$%# this shit , I’ve had enough.
Identity Attack0.1064171
Insult0.69164425
Profanity0.70864636
Threat0.10236332
Severe Toxicity0.19761463
Toxic 0.8115627 Low Con 0.294 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Why does EVERYTHING have to suck nowadays? Even movies suck now
Why does EVERYTHING have to suck nowadays? Even movies suck now
Identity Attack0.04564415
Insult0.46476576
Profanity0.6983885
Threat0.007948523
Severe Toxicity0.1762085
Toxic 0.7856813 Low Con 0.208
Nov 21, 2025 3 likes Thousands of refugees allowed into …
INDIANS. YOU ARE NOT WELCOME. WE WILL REMOVE YOU AND TAKE EVERYTHING YOU HAVE. AND WE WILL CELEBRATE.
INDIANS. YOU ARE NOT WELCOME. WE WILL REMOVE YOU AND TAKE EVERYTHING YOU HAVE. AND WE WILL CELEBRATE.
Identity Attack0.7426507
Insult0.489133
Profanity0.33453682
Threat0.5996607
Severe Toxicity0.49764585
Toxic 0.78207105 Low Con 0.227 Identity Attack Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton is a shit hole.ive seen indian women stop by roadside ,take out 2 garbage bags open them , and dump everything on the ground. 410 exit at Steeles road..
Brampton is a shit hole.ive seen indian women stop by roadside ,take out 2 garbage bags open them , and dump everything on the ground. 410 exit at Steeles road..
Identity Attack0.5135796
Insult0.5723624
Profanity0.7092837
Threat0.05753354
Severe Toxicity0.35076234
Toxic 0.7761081 Moderate Con 0.458 Identity Attack Insult
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the issue. Now we've got hey dude video taping himself being smuggled into the US. And then moron Canadians go on and say well the tariffs are this the tariffs are that, the tariffs wouldn't have happened if our government had done its damned job. What's happening right now between Canada and the US has everything to do with our governments incompetency and moronism and absolutely nothing to do with the Americans trying to take over or do some other evil bulshit.... And all of it could have been avoided if our government had actually listened to the US and secured our f****** borders
Identity Attack0.5135796
Insult0.6370372
Profanity0.68353343
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.7675452 Moderate Con 0.371 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Identity Attack0.55044734
Insult0.6109131
Profanity0.596623
Threat0.05171447
Severe Toxicity0.23225316
Toxic 0.7510937 Low Con 0.245 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
NORTH AMERICA AND EUROPE IS DOOMED. SO MUCH INJUSTICE AROUND THE WORLD. EVERYTHING AROUND THE WORLD HAS GONE TO BULLSHIT. ITS GOING YO GET WORSE. MEDIEVAL TIMES ARE HERE.
NORTH AMERICA AND EUROPE IS DOOMED. SO MUCH INJUSTICE AROUND THE WORLD. EVERYTHING AROUND THE WORLD HAS GONE TO BULLSHIT. ITS GOING YO GET WORSE. MEDIEVAL TIMES ARE HERE.
Identity Attack0.28034934
Insult0.46625584
Profanity0.70864636
Threat0.028379176
Severe Toxicity0.26195827
Toxic 0.7510937 Low Con 0.196
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
I've been here 10 years cant even get PR yet these Indians are scamming the shit out of everything
Identity Attack0.5707127
Insult0.5130944
Profanity0.67055607
Threat0.03787563
Severe Toxicity0.23226519
Toxic 0.7510937 Moderate Con 0.477 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
These guys think indians are their problem but they never gonna say a word about muslims who want to change everything about their country. Still it there loss none of indians get effected by these …
These guys think indians are their problem but they never gonna say a word about muslims who want to change everything about their country. Still it there loss none of indians get effected by these bullshit agenda’s
Identity Attack0.5203519
Insult0.5130944
Profanity0.6643082
Threat0.030278467
Severe Toxicity0.21290472
Toxic 0.743089 Low Con 0.193 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Identity Attack0.37292135
Insult0.71027446
Profanity0.14842765
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.257 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I bet you probably no Canadian white.
Identity Attack0.58354634
Insult0.6675394
Profanity0.22622968
Threat0.012337137
Severe Toxicity0.05832097
Moderate 0.6744087 Low Con 0.206 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Destroy everything made by indian
Destroy everything made by indian
Identity Attack0.7063701
Insult0.29383746
Profanity0.26463717
Threat0.53875744
Severe Toxicity0.35112193
Moderate 0.6667219 Low Con 0.208 Identity Attack Threat
Nov 5, 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 …
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 …
I don’t understand why you guys hate Indians. We have been working so hard so that Canadians get their free money from the government while they sit lazy at home and party in the weekends …
I don’t understand why you guys hate Indians. We have been working so hard so that Canadians get their free money from the government while they sit lazy at home and party in the weekends expect everything gets to their table. Though India is a Hindu majority country, we have more churches and mosques than temples. That’s the wide arms we show to others beliefs. Buts what’s wrong with the bible/quran followers ? Canadians are so immature, racists and hypocrites than ever
Identity Attack0.5913144
Insult0.6500014
Profanity0.117874645
Threat0.0101363575
Severe Toxicity0.02458496
Moderate 0.65996873 Constructive 0.545 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …

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.