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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: "As a Canadian, there are …" 3,707 comments · Page 30 of 149
This is awful. I am not Canadian, in fact, I really dislike Canada. But man, this is absolutely awful. You are destroying yourselves.
This is awful. I am not Canadian, in fact, I really dislike Canada. But man, this is absolutely awful. You are destroying yourselves.
Identity Attack0.22859548
Insult0.37506318
Profanity0.10363861
Threat0.056240413
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.446 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Metropolis (Brampton)
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading …
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading and destroying our country.
Identity Attack0.31307843
Insult0.43158367
Profanity0.051932767
Threat0.030278467
Severe Toxicity0.017868511
Moderate 0.4269174 Moderate Con 0.5 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Now, let's talk about the temporary foreign worker program screwing Canadians
Now, let's talk about the temporary foreign worker program screwing Canadians
Identity Attack0.36702603
Insult0.38852
Profanity0.29209393
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.256
Feb 4, 2019 6 likes How much do refugees and …
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
Identity Attack0.45348886
Insult0.24928534
Profanity0.12815644
Threat0.44185185
Severe Toxicity0.024960563
Moderate 0.4269174 Low Con 0.175 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …
i want to claim unfair treatment to born 1st nations, CANADIANS and CANAIDIAN BORN IN GENEREAL. OVER 10 GENEREATIONS. treated like crap. they are now asking for paypal info, and if u have crypto coins, …
i want to claim unfair treatment to born 1st nations, CANADIANS and CANAIDIAN BORN IN GENEREAL. OVER 10 GENEREATIONS. treated like crap. they are now asking for paypal info, and if u have crypto coins, renter insurance. but give u nothing more to live on. good luck. i see why there's so much crime... gov't is getting desperate, now. pushing people from 30 to over 50, to get a job, and have old resumes. they gave put too much money, now looking for the more, from anything u have!!! not all people, have family support, to help them!
Identity Attack0.11860296
Insult0.4339631
Profanity0.35597226
Threat0.023371955
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57
Jan 26, 2024 1 likes How much do refugees and …
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I …
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I might be Canadian, but i'm tired to play nice with invaders.
Identity Attack0.5039629
Insult0.2838064
Profanity0.06796519
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.564 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Identity Attack0.3817989
Insult0.43450394
Profanity0.09001675
Threat0.019055385
Severe Toxicity0.022064678
Moderate 0.4269174 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
I can't stand indian food, thank god I'm not canadian 🤮
I can't stand indian food, thank god I'm not canadian 🤮
Identity Attack0.5135796
Insult0.18852992
Profanity0.15283443
Threat0.0082074385
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.44 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians used to pride themselves on not adopting US racism, not any more. The reason why I left them both behind to wallow in each-others ignorance
Canadians used to pride themselves on not adopting US racism, not any more. The reason why I left them both behind to wallow in each-others ignorance
Identity Attack0.3780483
Insult0.44464502
Profanity0.029050145
Threat0.006641001
Severe Toxicity0.00919342
Moderate 0.4269174 Low Con 0.288
Sep 19, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
And the Canadian authorities haven’t done anything about these Indian criminals.
And the Canadian authorities haven’t done anything about these Indian criminals.
Identity Attack0.4911651
Insult0.40243408
Profanity0.045419596
Threat0.011068452
Severe Toxicity0.017997624
Moderate 0.4269174 Low Con 0.192 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
They could start Canadian poop fests now.
They could start Canadian poop fests now.
Identity Attack0.23846684
Insult0.28586254
Profanity0.29209393
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.167 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Identity Attack0.5135796
Insult0.21836096
Profanity0.050930742
Threat0.18913531
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.273 Identity Attack Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over 100 years 😂 Some points are fair but other just seem like they’re sad that they’re behind when they’ve been here for so long. If you are a white multi generational Canadian and you are poor, you have no one to blame but yourself and your family that came before you. If you did not capitalize on purely just the time that you’ve been here and all the appreciation that comes with it, it has nothing to do with Indians. Most wealth is inherited and if you didn’t inherit anything that sucks. Bunch of crackheads mad about Indians being in their country like that’s the reason they’re poor and on the streets. I don’t like how annoying the Indians can be in Canada either but that’s not the reason these people you’re showing are poor.
Identity Attack0.46028158
Insult0.42167732
Profanity0.06746418
Threat0.008440462
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.589
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Identity Attack0.06158508
Insult0.4962726
Profanity0.026044132
Threat0.0076507707
Severe Toxicity0.007019043
Moderate 0.4269174 Moderate Con 0.33 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Identity Attack0.47178617
Insult0.36798462
Profanity0.031391226
Threat0.017674083
Severe Toxicity0.018126737
Moderate 0.4269174 Low Con 0.293 Policy_Critique
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.