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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: Tox: 0.5 – 1 4,704 comments · Page 115 of 189
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And I say, "well done". You need to prove your worth or you should get out. No mercy to the scums and liars.
Identity Attack0.018269362
Insult0.6798578
Profanity0.22321637
Threat0.01119791
Severe Toxicity0.017222947
Moderate 0.6027529 Constructive 0.647 Insult
Dec 26, 2025 Deportations From Canada at Their …
Another dumbhead content just scroll it out 1:01
Another dumbhead content just scroll it out 1:01
Identity Attack0.055673428
Insult0.49389273
Profanity0.34391102
Threat0.024062606
Severe Toxicity0.0394905
Moderate 0.6027529 Low Con 0.113 Meta_Commentary
Feb 6, 2026 Inside Canada's Indian Invasion...
To all those f0000ls who say that Indians are very polite, I would like to say that, they are polite until they are a minority and once they are majority, you will be tortured if …
To all those f0000ls who say that Indians are very polite, I would like to say that, they are polite until they are a minority and once they are majority, you will be tortured if you are not a Hindu.
Identity Attack0.57150364
Insult0.54525656
Profanity0.4840093
Threat0.44185185
Severe Toxicity0.35148153
Moderate 0.6027529 Moderate Con 0.409 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What the hell is that tuk tuk doing on the highway? Are you suicidal?
What the hell is that tuk tuk doing on the highway? Are you suicidal?
Identity Attack0.04023018
Insult0.36798462
Profanity0.4989438
Threat0.3481519
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.235
Jan 27, 2026 Inside Canada's Indian Invasion...
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Identity Attack0.5548181
Insult0.5130944
Profanity0.5365423
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.188 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
Identity Attack0.10221587
Insult0.48627716
Profanity0.4596479
Threat0.007832011
Severe Toxicity0.02373986
Moderate 0.6027529 Moderate Con 0.352 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Indian and yt people deserve each other. Both are entitled, arrogant, greedy, and unreasonable.
Indian and yt people deserve each other. Both are entitled, arrogant, greedy, and unreasonable.
Identity Attack0.458714
Insult0.6149945
Profanity0.2664882
Threat0.032695748
Severe Toxicity0.051147457
Moderate 0.6027529 Low Con 0.226 Insult Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Canada's No 1 racist is Justin Trudeau!
Canada's No 1 racist is Justin Trudeau!
Identity Attack0.44690517
Insult0.61794597
Profanity0.09486605
Threat0.010110466
Severe Toxicity0.023317307
Moderate 0.6027529 Low Con 0.148 Insult Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks …
Where do I go…4th generation white Canadian. I want out. I hate living in India/Africa/Etc. My neighborhood reeks like curry all summer. Boycotting Tim Hortons. So much crime. Indians killing people in their semi trucks hauling drugs and stolen goods!!
Identity Attack0.6487889
Insult0.4555076
Profanity0.19524631
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.486 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if we try to raise our voice
Identity Attack0.60238177
Insult0.5739874
Profanity0.44366163
Threat0.511324
Severe Toxicity0.45895407
Moderate 0.6027529 Moderate Con 0.464 Identity Attack Insult Threat Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
STUPID QUESTION. I DID WE GET TO THIS POINT. SMH. WE NEED THEM TO GO BACK
STUPID QUESTION. I DID WE GET TO THIS POINT. SMH. WE NEED THEM TO GO BACK
Identity Attack0.010507392
Insult0.56997263
Profanity0.36230123
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.279 Insult Fear_Threat
Jan 19, 2026 5 likes Why Canada’s immigration system has …
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Identity Attack0.57150364
Insult0.54525656
Profanity0.15019037
Threat0.009023022
Severe Toxicity0.104393706
Moderate 0.6027529 Low Con 0.261 Identity Attack Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Tag the useless government Canadians are dying
Tag the useless government Canadians are dying
Identity Attack0.50125694
Insult0.57787937
Profanity0.16822512
Threat0.13448004
Severe Toxicity0.02444411
Moderate 0.6027529 Low Con 0.219 Identity Attack Insult Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Dude on the bike look like a down syndrome dude but talking about others IQ is insane😂😂😂😂😂
Dude on the bike look like a down syndrome dude but talking about others IQ is insane😂😂😂😂😂
Identity Attack0.36702603
Insult0.5543018
Profanity0.29053202
Threat0.011793415
Severe Toxicity0.11756202
Moderate 0.6027529 Low Con 0.19 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars from an old veteran pretending he was with the military. India is know for corruption, rape against women, murders and scamming. Indians need to fix india and stay in india.
Identity Attack0.61901736
Insult0.5130944
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.35094213
Moderate 0.6027529 Moderate Con 0.48 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Identity Attack0.23239216
Insult0.43450394
Profanity0.64657205
Threat0.027170537
Severe Toxicity0.059217658
Moderate 0.6027529 Low Con 0.219 Fear_Threat
Feb 25, 2026 4 likes Inside Canada's Indian Invasion...
I am from Pakistan yes indians are dirty 😂
I am from Pakistan yes indians are dirty 😂
Identity Attack0.6458014
Insult0.61794597
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.45185554
Moderate 0.6027529 Moderate Con 0.391 Identity Attack Insult Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
This is genuinely crap to see and it's happening in more places than you know. Very sad.
This is genuinely crap to see and it's happening in more places than you know. Very sad.
Identity Attack0.013345404
Insult0.4339631
Profanity0.5722072
Threat0.008168601
Severe Toxicity0.023076924
Moderate 0.6027529 Constructive 0.535 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you …
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you are a foreign national and are suspected of ties to this, Canadian status revoked, deported. We need to stop being suckers.
Identity Attack0.36702603
Insult0.6308392
Profanity0.36230123
Threat0.05397744
Severe Toxicity0.02514347
Moderate 0.6027529 Low Con 0.292 Insult Call_To_Action
Feb 24, 2026 Canadian immigration officers investigating hundreds …
"The government" is just code for "we're going to genocide you and steal everything you have and laugh at you while calling you a bigot"
"The government" is just code for "we're going to genocide you and steal everything you have and laugh at you while calling you a bigot"
Identity Attack0.18235919
Insult0.42367843
Profanity0.22792831
Threat0.5940531
Severe Toxicity0.19761463
Moderate 0.6027529 Low Con 0.22 Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
i gotta say. this was kinda stupid to do brother
i gotta say. this was kinda stupid to do brother
Identity Attack0.016360072
Insult0.5678696
Profanity0.46460027
Threat0.008712323
Severe Toxicity0.021548226
Moderate 0.6027529 Moderate Con 0.391 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
parasites. Trudeau caused it.
parasites. Trudeau caused it.
Identity Attack0.047706615
Insult0.6500014
Profanity0.17148167
Threat0.008194493
Severe Toxicity0.021935565
Moderate 0.6027529 Low Con 0.13 Insult Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Identity Attack0.23998553
Insult0.44802538
Profanity0.5643384
Threat0.010110466
Severe Toxicity0.10702737
Moderate 0.6027529 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to …
Disgusting . Frauds and thieves being allowed in . Our grandparents worked hard to make this a great country try , only to have leeches come in and take things for granted , thanks to the Lieberal gov. My mother would be rolling over in her grave
Identity Attack0.10221587
Insult0.6308392
Profanity0.22105443
Threat0.16067244
Severe Toxicity0.024631912
Moderate 0.6027529 Moderate Con 0.375 Insult Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Identity Attack0.6413409
Insult0.5130944
Profanity0.2424468
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.203 Identity Attack Insult Identity_Assertion
Feb 23, 2026 2 likes 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.