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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 so want to be …" 1,718 comments · Page 17 of 69
Punjabi back home in India wants other Migrants like Biharis to leave Punjab but want to be welcomed in Canada. Isn't it hypocrisy
Punjabi back home in India wants other Migrants like Biharis to leave Punjab but want to be welcomed in Canada. Isn't it hypocrisy
Identity Attack0.3857254
Insult0.4596616
Profanity0.057443913
Threat0.0076119336
Severe Toxicity0.013543231
Moderate 0.4269174 Moderate Con 0.458
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
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'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by the media controlled governments to turn people against each other while they simply rack in the money off immigration fees.
Identity Attack0.3908055
Insult0.41530323
Profanity0.09744903
Threat0.009592636
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.523 Identity_Assertion
Feb 11, 2026 6 likes Inside Canada's Indian Invasion...
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she …
Lena Diab is an embarrassment, and sadly, I say that as someone who lives in her riding and sees her up close (shame on my neighbours!). And I think we have to assume that she remains the Immigration Minister because Carney wants the file to be mismanaged, or he would replace her.
Identity Attack0.015757138
Insult0.48627716
Profanity0.06044999
Threat0.010447056
Severe Toxicity0.011291504
Moderate 0.4269174 Constructive 0.582 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Identity Attack0.37730414
Insult0.4302003
Profanity0.26600444
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.293 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
As an Indigenous Canadian, these folk are just doing the jobs that privileged white people don’t want to do. Who’s at the unemployment offices, on the streets, in our jails…. white people!
Identity Attack0.5135796
Insult0.25800487
Profanity0.04592061
Threat0.011249693
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.501 Identity Attack Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
Identity Attack0.45348886
Insult0.13607834
Profanity0.12158839
Threat0.022681303
Severe Toxicity0.024350211
Moderate 0.4269174 Low Con 0.134 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Identity Attack0.49855098
Insult0.27146968
Profanity0.15371579
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.353 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
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...
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
Identity Attack0.48915586
Insult0.25404143
Profanity0.0816113
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.437
Jan 27, 2026 Inside Canada's Indian Invasion...
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
You can cut immigration all you want, it's not going to make Canadian kids any less lazy.
Identity Attack0.38200524
Insult0.45135358
Profanity0.052934792
Threat0.017156094
Severe Toxicity0.01393057
Moderate 0.4269174 Low Con 0.267
Jan 3, 2026 New rules, regulations take effect …
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a …
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a f flood of them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.031641733
Threat0.009256045
Severe Toxicity0.019998873
Moderate 0.4269174 Moderate Con 0.41 Identity Attack Fear_Threat
Feb 12, 2026 Canada's tighter immigration policy divides …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Identity Attack0.35299334
Insult0.4378843
Profanity0.098377466
Threat0.0475118
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.45 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
SO TAXPAYERS ARE GETTING SCREWED AS USUAL. OUR COUNTRY HAS BECOME A JOKE AND NONE OF US ARE LAUGHING. NATIONALISM ISN'T RACISM. WE WANT OUR COUNTRY BACK.
SO TAXPAYERS ARE GETTING SCREWED AS USUAL. OUR COUNTRY HAS BECOME A JOKE AND NONE OF US ARE LAUGHING. NATIONALISM ISN'T RACISM. WE WANT OUR COUNTRY BACK.
Identity Attack0.10221587
Insult0.39743927
Profanity0.32965264
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.403
Dec 29, 2025 Deportations From Canada at Their …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other race and religion gets to have their own country that is 99.9% Indian or African or Asian or Muslim but not white people you have to open up your countries and bring people in that want to take over and push your religion and beliefs out yet if we as white people invaded a country and told them they had to change the laws and religioni to fit us that would be colonization and evil really weird how there is a double standard! They will be no countries in 50 years where white people are the majority and it will be hell on Earth for white people i mean look how racist people are to us now with us as the majority!
Identity Attack0.5135796
Insult0.27969417
Profanity0.22713706
Threat0.048481647
Severe Toxicity0.02425631
Moderate 0.4269174 Constructive 0.553 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Identity Attack0.35624164
Insult0.42743355
Profanity0.08193458
Threat0.13815513
Severe Toxicity0.021419114
Moderate 0.4269174 Low Con 0.238 Call_To_Action
Feb 21, 2026 Inside Canada's Indian Invasion...
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Identity Attack0.45348886
Insult0.4196762
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
i want these people out of my country
i want these people out of my country
Identity Attack0.44690517
Insult0.19500497
Profanity0.10549548
Threat0.100830056
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.282 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Say what you want about Hispanic immigrants. Yes, they bring problems too, but they are Christians, family driven, and have way more in common with the west
Identity Attack0.5485698
Insult0.31740165
Profanity0.10549548
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
WE DO NOT WANT REFUGEES NONE
WE DO NOT WANT REFUGEES NONE
Identity Attack0.4887047
Insult0.16053712
Profanity0.079025
Threat0.032695748
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.203 Fear_Threat
Feb 27, 2026 'We do know that there's …
Muslims dont want to work..just keep having kids.
Muslims dont want to work..just keep having kids.
Identity Attack0.48949075
Insult0.25404143
Profanity0.10611444
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.156
Jun 21, 2019 2 likes How much do refugees and …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting your country to become India is very justifiable 😂 But saying they ate poo and being racially stereotypical is not good . 🫤
Identity Attack0.4453683
Insult0.35849577
Profanity0.2980872
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.666
Jan 27, 2026 Inside Canada's Indian Invasion...
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
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.