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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: "Why didn’t you do this …" 360 comments · Page 4 of 15
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Identity Attack0.09080041
Insult0.4596616
Profanity0.04667213
Threat0.009722093
Severe Toxicity0.009918213
Moderate 0.40060925 Low Con 0.273
Oct 2, 2025 IRCC Names India in Study …
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Identity Attack0.44690517
Insult0.40243408
Profanity0.14754629
Threat0.064645745
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.135 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women bye their hair through the hallways and force themselves onto them in private study rooms, while their friends guarded the exit to the room. Multiple times i had to stand up for women and almost get physical with them. One pulled a knife out on my in the hallway when I told him to get off a girl that obviously didn't want it. Me and my friend rented a house beside the college and we would have occasional partys. They would show up the party and push hard drugs onto my friends. One was flashing around a hand gun and acting like a wanna be gangster. They would steal things and leave their trash everywhere. I finally had enough and said no more Indians at my house.
Identity Attack0.46028158
Insult0.33998606
Profanity0.2661772
Threat0.2836219
Severe Toxicity0.035007052
Moderate 0.39842087 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Surprised the Indian Mafia didn't whack you
Surprised the Indian Mafia didn't whack you
Identity Attack0.34649673
Insult0.21836096
Profanity0.20375896
Threat0.3733964
Severe Toxicity0.023270357
Moderate 0.3972142 Low Con 0.207 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Identity Attack0.4482637
Insult0.36798462
Profanity0.14754629
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.33 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
We have it a shot with East Indians and realized we just didn’t like them. It’s time for them to go home
We have it a shot with East Indians and realized we just didn’t like them. It’s time for them to go home
Identity Attack0.43896464
Insult0.191015
Profanity0.13432594
Threat0.34804323
Severe Toxicity0.023692908
Moderate 0.3969567 Moderate Con 0.349
Aug 26, 2025 Why Canadians Are Turning Against …
Why are you showing Muslims praying on the street in protest against Israel killing people? You didn't join them?
Why are you showing Muslims praying on the street in protest against Israel killing people? You didn't join them?
Identity Attack0.46614665
Insult0.14512913
Profanity0.06395709
Threat0.31407106
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.295
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a normal family house. So actually you failed to show to scary side from them. You expected something like cartel side action. 😂😂😂😂 . Did the food tasted good at least. Indians not Africans which you met in Rome or Paris. Punjabi are human threating religion. You should have know that. Or atleast read about Sikh religion. Maybe then you will realize the real deal!!!
Identity Attack0.44690517
Insult0.32211447
Profanity0.19524631
Threat0.038220957
Severe Toxicity0.023458159
Moderate 0.39021665 Moderate Con 0.381 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in …
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in with Marxism and how neither system is truly sustainable. I ended up getting 100% on my paper... but what I didn't know was which race needs to be exterminated. Maybe there was a reason Hitler wanted the Jews gone and if we lose the Indians will just rewrite history like we never existed.
Identity Attack0.46028158
Insult0.16795322
Profanity0.2258264
Threat0.34804323
Severe Toxicity0.035007052
Moderate 0.37955463 Constructive 0.635 Identity_Assertion
Dec 15, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love …
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love others as long as you not call them out and if you do, all these angelic demeanor falls off, they come for you, your family, everyone. - complete respect for the countries they inhabit seeking absolute dominance and control. - then turn the country into sh.... then make their kids move to other countries to encroach and change demographics. Japanese, if you're reading this, don't tell us that the liberal left-wing Indians didn't warn you!!
Identity Attack0.32476485
Insult0.34314156
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.563 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
Identity Attack0.44690517
Insult0.26957804
Profanity0.09583591
Threat0.0116639575
Severe Toxicity0.017739398
Moderate 0.37751234 Moderate Con 0.414 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Identity Attack0.057037655
Insult0.40243408
Profanity0.08290444
Threat0.0076507707
Severe Toxicity0.007247925
Moderate 0.37751234 Moderate Con 0.323 Question
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
why are white people so worried..didn't they displace natives before ?
why are white people so worried..didn't they displace natives before ?
Identity Attack0.44690517
Insult0.1342682
Profanity0.09583591
Threat0.039602257
Severe Toxicity0.018836858
Moderate 0.37576625 Moderate Con 0.321
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Identity Attack0.4453683
Insult0.1342682
Profanity0.09324962
Threat0.013165667
Severe Toxicity0.018578632
Moderate 0.3722269 Moderate Con 0.405 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
As a Canadian masters student of African descent. I didn’t know my IQ was so low that I couldn’t hold an entry level job 😂😂😂
Identity Attack0.39870077
Insult0.23704576
Profanity0.055940874
Threat0.0070552654
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.373 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
ROCA you didn't get the message talking about this is racist
ROCA you didn't get the message talking about this is racist
Identity Attack0.14875233
Insult0.20668297
Profanity0.079025
Threat0.0091524795
Severe Toxicity0.013349563
Moderate 0.3561489 Low Con 0.214
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
This indian women didn't want answer
This indian women didn't want answer
Identity Attack0.38238457
Insult0.16551061
Profanity0.10178173
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.3389984 Moderate Con 0.319 Meta_Commentary
Sep 29, 2025 1 likes IRCC Names India in Study …
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Identity Attack0.38208112
Insult0.12702756
Profanity0.0887236
Threat0.04880493
Severe Toxicity0.015544481
Moderate 0.3389984 Constructive 0.597 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful …
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful country that all Canadians loved and deserve to have it back! SEND THEM BACK! LOOK AFTER CANADIANS FIRST! THIS IS OUR COUNTRY NOT THEIRS!! 😡 😡🤬🤬🤬
Identity Attack0.30103904
Insult0.1935001
Profanity0.029050145
Threat0.025789235
Severe Toxicity0.018384963
Moderate 0.33836752 Moderate Con 0.365
Sep 11, 2025 Why Canadians Are Turning Against …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one that actually follows Jesus Christ you shouldn't be eating it. American Indians confirm Vikings were there the same time they were, but the fact is, Vikings travelled everywhere they just didn't settle everywhere and they actually came long before the American Indians saw them, as in Vikings were actually in America first. What is it with brown people, seriously. You know why they have low iq? It really and seriously is about who you worship, you worship Jesus Christ he naturally has you eat certain foods that you are missing the vitamins and minerals which if you don't have enough of will lower your iq level. Seriously, satan doesn't care about making you smart clearly he wants every nigger raping and pillaging because it's not about making you well, it's about making you sick and everyone around you. Indians are known to be disgusting and unhygenic, they are majority a muslim and hindu nation, they will shit on their beaches it is part of their culture, utterly almost all disgusting people.
Identity Attack0.37432748
Insult0.16780703
Profanity0.16636424
Threat0.013269233
Severe Toxicity0.017287504
Moderate 0.32764325 Moderate Con 0.455 Unverified_Claim
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.