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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 live here , no …" 1,641 comments · Page 13 of 66
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to …
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to live with these people
Identity Attack0.4907465
Insult0.4339631
Profanity0.39409557
Threat0.055917133
Severe Toxicity0.16960317
Moderate 0.47473195 Moderate Con 0.462 Identity_Assertion
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Everybody complains about white people but everybody wants to live near them 😂 I am middle eastern and admit I only want to raise my kids in a nice white neighborhood, not Indian, Chinese, Hispanic, …
Everybody complains about white people but everybody wants to live near them 😂 I am middle eastern and admit I only want to raise my kids in a nice white neighborhood, not Indian, Chinese, Hispanic, or African.
Identity Attack0.55044734
Insult0.29855028
Profanity0.22663295
Threat0.010628296
Severe Toxicity0.035007052
Moderate 0.47323486 Moderate Con 0.479 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Identity Attack0.10221587
Insult0.41530323
Profanity0.45190978
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.47323486 Moderate Con 0.383 Unverified_Claim
Feb 23, 2026 3 likes 'We do know that there's …
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run …
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run by Indians. They’re kinda retarded but very nice people all in all
Identity Attack0.4907465
Insult0.48399165
Profanity0.36230123
Threat0.009799767
Severe Toxicity0.02458496
Moderate 0.47323486 Moderate Con 0.485 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
i live in canada, it actually sucks that there is so many of them. only thing i like is there food
i live in canada, it actually sucks that there is so many of them. only thing i like is there food
Identity Attack0.29035977
Insult0.3388922
Profanity0.4401715
Threat0.0071717775
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.4 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems are, I can't post it because they will delete my comment because they are a protected class.
Identity Attack0.46028158
Insult0.37846634
Profanity0.44431314
Threat0.014911477
Severe Toxicity0.051147457
Moderate 0.47173777 Constructive 0.632 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A …
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A hot Indian mess. Milton? Same thing. Pickering is getting there quick. Even Oakville is being rapidly invaded by them. It's a literal plague.
Identity Attack0.46028158
Insult0.46173862
Profanity0.35597226
Threat0.016120117
Severe Toxicity0.02491361
Moderate 0.47119883 Constructive 0.547
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Of course, India's to blame. Those people are extremely dishonest and disrespectful. I can't wait to move to a country these people don't live in.
Of course, India's to blame. Those people are extremely dishonest and disrespectful. I can't wait to move to a country these people don't live in.
Identity Attack0.46028158
Insult0.47273466
Profanity0.08710717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.404 Identity_Assertion
Oct 5, 2025 IRCC Names India in Study …
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're …
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're gonna move to canada, you have assimilate and accept canadian culture and respect it cause you can treat it the same as you're country, it's a bloody different country, stop trying to make it india if you wanna live there.
Identity Attack0.4887047
Insult0.46923602
Profanity0.18786818
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.535 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …. Canada’s all yours … (watches as the nation they’ve built becomes a rat infested despotic welfare state ) it’s all yours y’all … 😂not a problem … the sooner Canadians accept it the sooner it’ll become a third world country the sooner we can take it back and do what we do … 😂 rescue and restore turds off of the global crap heap and then we put nice bow on them
Identity Attack0.36702603
Insult0.4794537
Profanity0.22889622
Threat0.1366716
Severe Toxicity0.08332442
Moderate 0.47119883 Low Con 0.252 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them …
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them back . But keep the criminals. Is this fair ?? Lawyers only eat your damn money . This is who the stand back good people no criminal records . Lady come on you just heard yourself ? But the many people with no permanent did crimes and get to stay . Unfair .
Identity Attack0.026207991
Insult0.4196762
Profanity0.45190978
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.398 Moral_Argument
Dec 24, 2025 Deportations From Canada at Their …
i live in brampton and hate brampton
i live in brampton and hate brampton
Identity Attack0.44690517
Insult0.24928534
Profanity0.2356715
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.388 Personal_Narrative
Oct 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
i live in Toronto close to Brampton... this video is soooo fake
i live in Toronto close to Brampton... this video is soooo fake
Identity Attack0.058401883
Insult0.26957804
Profanity0.17752954
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.411 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
They can't expect Canadians to have babies when the cost of living is so high . The cost of living is so high due to over taxation . And lack of housing . In my …
They can't expect Canadians to have babies when the cost of living is so high . The cost of living is so high due to over taxation . And lack of housing . In my city, the only houses being built are houses that are worth 375 000 and up . How is a young couple able to afford a home, pay all the bills, buy groceries, own and maintain a vehicle, still afford to have children ? They can't ! We are fcked !!!
Identity Attack0.10699738
Insult0.35849577
Profanity0.47435758
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.528 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
No one take nobody's job unless somebody don't want to work what thay have to work with we come from the country that looted by English people French people Portuguese people we got robbed our …
No one take nobody's job unless somebody don't want to work what thay have to work with we come from the country that looted by English people French people Portuguese people we got robbed our ancester got raped destroy our complete culture customs and he was across to live with and some of them they speak they look like Indian but this all day so long time ago and kneel to the king sorry queen
Identity Attack0.458714
Insult0.34782293
Profanity0.2847897
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.583
Aug 26, 2025 Why Canadians Are Turning Against …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising taxes and then paying immigrants to live here. Seriously? 2) You taught your daughters to distrust men and look at babies as a burden that would hold them back. Most of your daughters consider babies to be parasites. They celebrate ending them. In Canada, even CATHOLICS support abortion!
Identity Attack0.44690517
Insult0.48313886
Profanity0.09001675
Threat0.013269233
Severe Toxicity0.021419114
Moderate 0.46982017 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Finally you're reporting on this pandemic. Its awful. I live in a small town in b.c and its disgusting. They dont assimilate. They're criminals. Look what's happening in surrey.
Finally you're reporting on this pandemic. Its awful. I live in a small town in b.c and its disgusting. They dont assimilate. They're criminals. Look what's happening in surrey.
Identity Attack0.1444726
Insult0.5130944
Profanity0.08096472
Threat0.012440704
Severe Toxicity0.016512826
Moderate 0.46982017 Constructive 0.602 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning …
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning she would get on the phone talk loud for two hours below my bedroom and then tell me I was the one noisy and white woman. If you live here follow our laws our culture of kindness and peaceful living or get the f out!
Identity Attack0.5051593
Insult0.40189892
Profanity0.39026237
Threat0.020091362
Severe Toxicity0.02604016
Moderate 0.46982017 Constructive 0.672 Identity Attack Personal_Narrative
Sep 13, 2025 2 likes Why Canadians Are Turning Against …
Biggest misake ever , linking any form of student visa, work visa, tfw work or whatever to a citizen path. Mutiple unaccounted for criss crossing paths. They were ridiculous paths to create, Libs, again incompetent. …
Biggest misake ever , linking any form of student visa, work visa, tfw work or whatever to a citizen path. Mutiple unaccounted for criss crossing paths. They were ridiculous paths to create, Libs, again incompetent. Then its the parent family sponsorhip crap that is even worse.They cant afford to be here, but money sent home, or better yet they apply to bring aging parents, entering the most costly health times of their lives to here, where everything is understress and they cant pay for it. But expect it.
Identity Attack0.055673428
Insult0.48627716
Profanity0.36230123
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.402
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is completely cooked, man. I hate living here.
Canada is completely cooked, man. I hate living here.
Identity Attack0.46028158
Insult0.35677677
Profanity0.20262444
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.362 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones behind the crime rise in toronto are the new immigrants. I'm sorry to break it to y'all but if you do the research a lot of the people behind the crimes are born and raised canadian idiots (they could either be white canadian or children of immigrants aka 1st generation Canadians from any country). Its a big misconception people have regarding the crimes. All they see is a non white name and assume they're an immigrants. Majority of them are actually not even immigrants. I just had to stop the video and mention that.
Identity Attack0.4482637
Insult0.5130944
Profanity0.22622968
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.787 Insult
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are …
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are racist they sell bad things they sell out everything like mangos just to resell it but there really bad and rude only some Indians are respectful majority of them NO They attempt to crash ur car just to make thousands of money.
Identity Attack0.43896464
Insult0.48399165
Profanity0.17566866
Threat0.03787563
Severe Toxicity0.023364257
Moderate 0.45761138 Constructive 0.523 Personal_Narrative
Feb 9, 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.