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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’m just here for the …" 1,009 comments · Page 14 of 41
Bro goes into store let’s see how many white people are here, sees not one like that’s a bad thing. I like this dudes videos but idk man just as negative as the news in …
Bro goes into store let’s see how many white people are here, sees not one like that’s a bad thing. I like this dudes videos but idk man just as negative as the news in my opinion. And first time I’m saying this a bit racist
Identity Attack0.3817989
Insult0.14874944
Profanity0.16217725
Threat0.016810767
Severe Toxicity0.01986976
Moderate 0.3722269 Constructive 0.546 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
Identity Attack0.40351558
Insult0.13064787
Profanity0.10178173
Threat0.012751401
Severe Toxicity0.02077355
Moderate 0.37073207 Moderate Con 0.366 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …
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)
Ruined the country and I'm of south Asian descent
Ruined the country and I'm of south Asian descent
Identity Attack0.36803186
Insult0.10294484
Profanity0.13873272
Threat0.055270568
Severe Toxicity0.019095084
Moderate 0.36867723 Moderate Con 0.412 Policy_Critique
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is so incredibly racist. Wow. I’m shocked by this comment section and video. This is not ok.
This is so incredibly racist. Wow. I’m shocked by this comment section and video. This is not ok.
Identity Attack0.2127345
Insult0.18852992
Profanity0.08710717
Threat0.009178371
Severe Toxicity0.015092585
Moderate 0.3666224 Moderate Con 0.383 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Honestly I'm here for Tyler's racist inclined comments and videos. He don't really 'say it' but he shows it and you can see it in his eyes lmao. His videos are important and it's just …
Honestly I'm here for Tyler's racist inclined comments and videos. He don't really 'say it' but he shows it and you can see it in his eyes lmao. His videos are important and it's just funny to see him try to hide his feelings. hahah
Identity Attack0.17070955
Insult0.24561718
Profanity0.15371579
Threat0.013321015
Severe Toxicity0.018126737
Moderate 0.3625127 Constructive 0.642 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so …
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so embarrassing
Identity Attack0.3817989
Insult0.24928534
Profanity0.09001675
Threat0.008505191
Severe Toxicity0.013866014
Moderate 0.3625127 Constructive 0.6 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I'm going to start asking every Indian I see for papers. If you don't have them, I'll feed you my boots.
I'm going to start asking every Indian I see for papers. If you don't have them, I'll feed you my boots.
Identity Attack0.3817989
Insult0.1469393
Profanity0.15635987
Threat0.18281023
Severe Toxicity0.023076924
Moderate 0.3625127 Moderate Con 0.369 Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Identity Attack0.44690517
Insult0.07301756
Profanity0.031140719
Threat0.010239923
Severe Toxicity0.014898917
Moderate 0.36095104 Constructive 0.505
Aug 10, 2025 3 likes How Canada broke its immigration …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! Can I go to your country illegally? So why with mine??? More people made rent higher, lower wages from competition and traffic is crazy now! Immigration has helped anyone but the immigrant and made my life harder.. all for being nice. Being nice doenst have any benefits except for being Walked on. Trudeau is just trying to buy votes
Identity Attack0.28034934
Insult0.3388922
Profanity0.06746418
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.36095104 Constructive 0.706
Jan 15, 2019 How much do refugees and …
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
Identity Attack0.35299334
Insult0.3388922
Profanity0.022628209
Threat0.0071717775
Severe Toxicity0.01083374
Moderate 0.36095104 Moderate Con 0.469
Jan 4, 2026 3 likes New rules, regulations take effect …
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
Identity Attack0.25817248
Insult0.061101943
Profanity0.07611542
Threat0.49142194
Severe Toxicity0.02378681
Moderate 0.36095104 Moderate Con 0.466 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough …
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough of you and your go8ng to get caught in the middle of it.
Identity Attack0.3817989
Insult0.24928534
Profanity0.20016506
Threat0.055917133
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.651
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
😂I'm Indian and I just check ur still alive coz u expore jeffery island 😂😂😂😂😂 ur alive
Identity Attack0.23239216
Insult0.16897665
Profanity0.13961408
Threat0.06626215
Severe Toxicity0.023246882
Moderate 0.36095104 Moderate Con 0.353 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away …
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away with it
Identity Attack0.381025
Insult0.24928534
Profanity0.099305905
Threat0.021127338
Severe Toxicity0.016060932
Moderate 0.36095104 Moderate Con 0.418 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed to IMMIGRANTS get those jobs now: Jamaican African South Americans Guyanese caribbeans etc… When Stephen Harpen was in seat: NO AND NIT ANYONE OR EVERYONE CAN TOUCH CANADIAN SOIL. I’m a disabled Canadian and cannot get a job over 5yrs now. Thanks to f’kn JUSTIN Trudeau ..Now Mark Carney
Identity Attack0.3817989
Insult0.26395
Profanity0.078378424
Threat0.013165667
Severe Toxicity0.020257099
Moderate 0.36095104 Constructive 0.552 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
I'm from India. I'm happy that I don't live in CANADA!
I'm from India. I'm happy that I don't live in CANADA!
Identity Attack0.4453683
Insult0.0720671
Profanity0.030639706
Threat0.010084574
Severe Toxicity0.014705247
Moderate 0.36043653 Constructive 0.505 Comparative_Framing
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I’m from Peterborough Ontario and we get the Serians not the Indians and not to be racist but Canada is getting bad
I’m from Peterborough Ontario and we get the Serians not the Indians and not to be racist but Canada is getting bad
Identity Attack0.3908055
Insult0.24493282
Profanity0.07676199
Threat0.00948907
Severe Toxicity0.014253352
Moderate 0.3561489 Constructive 0.505 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is so gross I’m not gonna watch it but thanks anyway.
This is so gross I’m not gonna watch it but thanks anyway.
Identity Attack0.008916483
Insult0.1342682
Profanity0.20016506
Threat0.011638066
Severe Toxicity0.013866014
Moderate 0.3561489 Moderate Con 0.365 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The old Indian guy is so based I'm not even racist towards him lmao
The old Indian guy is so based I'm not even racist towards him lmao
Identity Attack0.35948995
Insult0.16195811
Profanity0.17566866
Threat0.012337137
Severe Toxicity0.020257099
Moderate 0.3561489 Moderate Con 0.405 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
19:22 I’m about to possibly die, but first a word from our sponsor.
19:22 I’m about to possibly die, but first a word from our sponsor.
Identity Attack0.0233943
Insult0.03588435
Profanity0.13873272
Threat0.44185185
Severe Toxicity0.023076924
Moderate 0.35186127 Moderate Con 0.364 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Identity Attack0.42615733
Insult0.18977246
Profanity0.040409464
Threat0.038220957
Severe Toxicity0.018836858
Moderate 0.35186127 Moderate Con 0.495 Unverified_Claim
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.