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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 #}

Comment Explorer

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Active: "Canada is a country of …" 1,359 comments · Page 1 of 55
0:51 Greatest country on earth... what the fuck are you talking about. Canada is a complete shit hole with the liberal Nazi's
0:51 Greatest country on earth... what the fuck are you talking about. Canada is a complete shit hole with the liberal Nazi's
Identity Attack0.6637263
Insult0.72868866
Profanity0.8690192
Threat0.04880493
Severe Toxicity0.50703704
Toxic 0.95048624 Low Con 0.165 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Identity Attack0.10378842
Insult0.8771548
Profanity0.0017793262
Threat0.0012187145
Severe Toxicity0.000052016956
Toxic 0.92997193 Insult Unverified_Claim
Dec 9, 2025
Wow Tyler Oliveira Racist as ever. Get the fuck out of Canada we don't need your racist ass in our country.
Wow Tyler Oliveira Racist as ever. Get the fuck out of Canada we don't need your racist ass in our country.
Identity Attack0.55044734
Insult0.8012121
Profanity0.8086746
Threat0.05042134
Severe Toxicity0.50234145
Toxic 0.9248995 Low Con 0.285 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country …
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country like it's fucking india this is canada assimilate to our culture and values or get the fuck out
Identity Attack0.53446084
Insult0.71120167
Profanity0.8802007
Threat0.17016006
Severe Toxicity0.51028454
Toxic 0.9209984 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has …
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has gone up since they have got here we aren't a free country and more we are not ina flourishing country Canada and nova scotia has gone to hell do not come here our country is fucked it's run by diaper heads
Identity Attack0.6320481
Insult0.6991143
Profanity0.8326356
Threat0.06690872
Severe Toxicity0.50703704
Toxic 0.9061063 Moderate Con 0.392 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most …
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most people who worked at timmies before were teenagers and i always got my order right now these fucking idiots work there and cant make a bagel and coffee how fucking hard is it the fucking place is a coffee place and no one there can make a fucking coffee i have gone back and just thrown my order at them and left (you can think thats disrespectful but they are fucking up a job children do then argue with you when you try take it back). Youth unemployment is at a record high in ontario because these places will not hire white people. they think we are all below them in our country (yes i am native so before you fucking cry about white people talking canada STFU) they get more then people of our native homeland
Identity Attack0.46028158
Insult0.66500133
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.50703704
Toxic 0.9061063 Constructive 0.526 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Identity Attack0.3908055
Insult0.87225974
Profanity0.41375932
Threat0.009566744
Severe Toxicity0.16960317
Toxic 0.9029226 Low Con 0.221 Insult Policy_Critique
Jun 22, 2025 How Canada broke its immigration …
Canada isn't originally a white country this is brain rot bullshit lol
Canada isn't originally a white country this is brain rot bullshit lol
Identity Attack0.55044734
Insult0.62169385
Profanity0.8117245
Threat0.013269233
Severe Toxicity0.35368225
Toxic 0.9029226 Low Con 0.197 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada sucks so bad now, so many dirty Indians ruining our country
Canada sucks so bad now, so many dirty Indians ruining our country
Identity Attack0.7856228
Insult0.7218519
Profanity0.6001929
Threat0.020609349
Severe Toxicity0.44787344
Toxic 0.89241093 Moderate Con 0.308 Identity Attack Insult Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Canada like Australia weak stupid country run by lefty sellout scumbags
Canada like Australia weak stupid country run by lefty sellout scumbags
Identity Attack0.6007182
Insult0.83943826
Profanity0.43781817
Threat0.00933372
Severe Toxicity0.30192792
Toxic 0.8696708 Low Con 0.148 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. i've gotten 5 phone calls in the last week from scammers in India and other countries who get called out and hang up right away.
Identity Attack0.7063701
Insult0.71551245
Profanity0.7809412
Threat0.44942492
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.499 Identity Attack Insult Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look disgusting and I get secondhand embarrassment watching you try to report here.
Identity Attack0.6458014
Insult0.78882504
Profanity0.6919765
Threat0.03304107
Severe Toxicity0.45895407
Toxic 0.8629672 Moderate Con 0.414 Identity Attack Insult Solidarity
Feb 6, 2026 5 likes Inside Canada's Indian Invasion...
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
What a foolish country, I think Canada wants stupid people running this country, 🤔
What a foolish country, I think Canada wants stupid people running this country, 🤔
Identity Attack0.46028158
Insult0.83943826
Profanity0.33453682
Threat0.008531082
Severe Toxicity0.13336399
Toxic 0.85850734 Low Con 0.229 Insult Policy_Critique
Dec 7, 2025 2 likes IRCC Names India in Study …
Stupid voters electing stupid politicians,...........ensuring that Canada does not even know how to be a country !!
Stupid voters electing stupid politicians,...........ensuring that Canada does not even know how to be a country !!
Identity Attack0.3857254
Insult0.83943826
Profanity0.29984993
Threat0.009204263
Severe Toxicity0.16760159
Toxic 0.85850734 Low Con 0.107 Insult Identity_Assertion
Feb 26, 2026 68 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂 Please rush to claim and kick them out 😂😂😂 Uhmm, who said America is the greatest country in the world?😂😂😂 Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Identity Attack0.6487889
Insult0.7804726
Profanity0.64460015
Threat0.4902736
Severe Toxicity0.48355904
Toxic 0.85333383 Low Con 0.264 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
0:55 Most Indians living here want to stay in Canada nobody is trying to go to your bum ass country
0:55 Most Indians living here want to stay in Canada nobody is trying to go to your bum ass country
Identity Attack0.5502601
Insult0.58196646
Profanity0.65961236
Threat0.033386398
Severe Toxicity0.44787344
Toxic 0.85333383 Moderate Con 0.357 Identity Attack Insult Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Identity Attack0.5124616
Insult0.66500133
Profanity0.7796426
Threat0.009851551
Severe Toxicity0.2847981
Toxic 0.85333383 Low Con 0.162 Identity Attack Insult Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease …
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease that we can’t cure because you refuse to assimilate! FUCK!!
Identity Attack0.40883094
Insult0.6261769
Profanity0.70864636
Threat0.039602257
Severe Toxicity0.44787344
Toxic 0.8460273 Low Con 0.243 Insult Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Why the hell would Canada let all these shit skins into their country?
Why the hell would Canada let all these shit skins into their country?
Identity Attack0.6007182
Insult0.6308392
Profanity0.73341435
Threat0.026307223
Severe Toxicity0.3529199
Toxic 0.8403191 Low Con 0.176 Identity Attack Insult Fear_Threat
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
Bro the amount of fraud, immigration fraud, the drugs etc…. It’s fucking bullshit, it’s all across Canada and it’s fucked our taxes system …. Like straight out country is fucked because of this immigration….. the …
Bro the amount of fraud, immigration fraud, the drugs etc…. It’s fucking bullshit, it’s all across Canada and it’s fucked our taxes system …. Like straight out country is fucked because of this immigration….. the amount of people I deal with daily in sales that can’t speak a single word of English yet drive off in brand new car, live in a nicer house….. bro? What’s happening?! How do I get that shit working 80 hours?!
Identity Attack0.3817989
Insult0.5678696
Profanity0.8089582
Threat0.01750142
Severe Toxicity0.35368225
Toxic 0.8403191 Constructive 0.514 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has turned into a shithole country.
Canada has turned into a shithole country.
Identity Attack0.55044734
Insult0.65231085
Profanity0.70864636
Threat0.010654188
Severe Toxicity0.30763787
Toxic 0.8403191 Low Con 0.201 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
This is Canada. Fix your own damn country.
This is Canada. Fix your own damn country.
Identity Attack0.5135796
Insult0.6308392
Profanity0.7092837
Threat0.027688526
Severe Toxicity0.3492342
Toxic 0.8364697 Low Con 0.156 Identity Attack Insult
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Canada is a shithole country now
Canada is a shithole country now
Identity Attack0.56445944
Insult0.6336687
Profanity0.759977
Threat0.012906751
Severe Toxicity0.35148153
Toxic 0.8364697 Low Con 0.25 Identity Attack Insult Fear_Threat
Jan 28, 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.