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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: "This is how ICE should …" 295 comments · Page 1 of 12
hey racist. go back across your side of the line and stay there. Fuck you. Fuck ICE. Fuck trump. Fuck racism.
hey racist. go back across your side of the line and stay there. Fuck you. Fuck ICE. Fuck trump. Fuck racism.
Identity Attack0.5485698
Insult0.8390655
Profanity0.9342644
Threat0.13549154
Severe Toxicity0.5344867
Toxic 0.96426713 Low Con 0.217 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Spineless Cannada will be captured by US soon 😂😂 then ICE will fuck em♂️🇮🇳 out like dirty rats they are😂 Previously only civilized educated from all over were allowed but now the spineless canada just …
Spineless Cannada will be captured by US soon 😂😂 then ICE will fuck em♂️🇮🇳 out like dirty rats they are😂 Previously only civilized educated from all over were allowed but now the spineless canada just took even the inbreds with negative IQ grepists 0 education restards🖕🏻🤬
Identity Attack0.5948528
Insult0.72756535
Profanity0.6643082
Threat0.13346854
Severe Toxicity0.50703704
Toxic 0.8252207 Low Con 0.202 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
We need ICE to step up in Canada, but they are pussies the government is corrupt! The Voting Libtard idiots want this, it has ruined Canada!
We need ICE to step up in Canada, but they are pussies the government is corrupt! The Voting Libtard idiots want this, it has ruined Canada!
Identity Attack0.30103904
Insult0.78565484
Profanity0.5365423
Threat0.013528148
Severe Toxicity0.23223428
Toxic 0.82048255 Low Con 0.19 Insult Policy_Critique
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Somebody needs to tip off ice in the USA about these Indian smugglers. Deport their asses
Somebody needs to tip off ice in the USA about these Indian smugglers. Deport their asses
Identity Attack0.6458014
Insult0.6261769
Profanity0.64080805
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.7998551 Low Con 0.105 Identity Attack Insult Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to ICE these morons. If you are not legally in Canada, you need to go home
Time to ICE these morons. If you are not legally in Canada, you need to go home
Identity Attack0.34324843
Insult0.75027496
Profanity0.39409557
Threat0.30463433
Severe Toxicity0.16960317
Toxic 0.76197964 Low Con 0.122 Insult
Jan 17, 2026 2.9 million Canadian temporary visas …
CANADA NEEDS ICE TOO. END THE BULLSHIT!
CANADA NEEDS ICE TOO. END THE BULLSHIT!
Identity Attack0.052490227
Insult0.44802538
Profanity0.78491896
Threat0.015429466
Severe Toxicity0.16960317
Toxic 0.7570315 Low Con 0.163 Call_To_Action
Sep 23, 2025 2 likes Why Canadians Are Turning Against …
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the …
Better than black people by far they need to get rid of that stupid hay sometimes it’s hot when it’s not so big Should of covered up up white mamas face we needa here the truth Black people always staring forcing there presence on people think it’s funny to harass people can never mind there business or respect peoples preferences or beliefs. They all need to be sent back to Africa ect. Let’s do a American poll and world and go on that for ice to get them
Identity Attack0.6649212
Insult0.57787937
Profanity0.43669638
Threat0.36820486
Severe Toxicity0.35368225
Moderate 0.6989911 Moderate Con 0.429 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
That MF Trudeau should be in god damn jail!! He did this to our Canada. I hope we become the 51st state immediately and ICE clears all this riff raff out of here!
That MF Trudeau should be in god damn jail!! He did this to our Canada. I hope we become the 51st state immediately and ICE clears all this riff raff out of here!
Identity Attack0.11512129
Insult0.56997263
Profanity0.59166485
Threat0.13815513
Severe Toxicity0.17009245
Moderate 0.65996873 Moderate Con 0.337 Insult Policy_Critique
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
Identity Attack0.44690517
Insult0.6336687
Profanity0.40929472
Threat0.01238892
Severe Toxicity0.08332442
Moderate 0.6342749 Low Con 0.263 Insult Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash was pizza boxs, ice cream wrappers ect. I went out to work at 4:30 and it was a grown ass man walking out oh his house and dumping shit in my truck. I started asking what the hell was he was doing, he started threatning me i told him ill call the cops. Next morning i go out to my truck and almost got run over by a "mysterious" driver. Theyre disgusting people. I saw a giant black blob on the ground, shined a flashlight on it and it was thousands of roaches. They dont pay taxes because they donate their entire check to the temple and the temple cuts them the full check back. Its a huge scam
Identity Attack0.4774257
Insult0.5130944
Profanity0.596623
Threat0.13532294
Severe Toxicity0.20984669
Moderate 0.5885171 Constructive 0.594 Insult Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
Identity Attack0.051353373
Insult0.58196646
Profanity0.12727508
Threat0.013528148
Severe Toxicity0.01806218
Moderate 0.5532103 Low Con 0.245 Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Nothing would make me happier than having the ice guys from America drag these rats out.
Nothing would make me happier than having the ice guys from America drag these rats out.
Identity Attack0.28034934
Insult0.5678696
Profanity0.22889622
Threat0.18913531
Severe Toxicity0.023152983
Moderate 0.52272606 Low Con 0.203 Insult Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Identity Attack0.07177465
Insult0.15414265
Profanity0.18417911
Threat0.6094174
Severe Toxicity0.13863131
Moderate 0.52007306 Moderate Con 0.312 Threat Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Am from the U.S. We urgently require extortionist Raghav Arora, scammer Naman Pundir, and sexual assailant Gaurav Toravane deported from the U.S. Our ICE is useless! They won't even go after Hispanic gangs in a …
Am from the U.S. We urgently require extortionist Raghav Arora, scammer Naman Pundir, and sexual assailant Gaurav Toravane deported from the U.S. Our ICE is useless! They won't even go after Hispanic gangs in a crowd of men, going after solo-persons instead.
Identity Attack0.44690517
Insult0.5393265
Profanity0.21024476
Threat0.13815513
Severe Toxicity0.024819711
Moderate 0.51980776 Constructive 0.566 Insult Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Identity Attack0.55044734
Insult0.4339631
Profanity0.27477357
Threat0.30148876
Severe Toxicity0.35368225
Moderate 0.50789946 Low Con 0.24 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Identity Attack0.44690517
Insult0.5130944
Profanity0.17926037
Threat0.026652548
Severe Toxicity0.14916596
Moderate 0.50503236 Constructive 0.512 Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Identity Attack0.44690517
Insult0.5130944
Profanity0.09292633
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.48021027 Constructive 0.533 Insult Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Call ICE, CBSA is useless waste my tax money
Call ICE, CBSA is useless waste my tax money
Identity Attack0.030691283
Insult0.5130944
Profanity0.08840031
Threat0.009359611
Severe Toxicity0.010528564
Moderate 0.47119883 Low Con 0.292 Insult Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give …
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give nothing back. Go back to your country please! We need ICE up here.
Identity Attack0.44690517
Insult0.42567953
Profanity0.12374964
Threat0.032695748
Severe Toxicity0.023552058
Moderate 0.45757914 Moderate Con 0.349 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse …
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse every day
Identity Attack0.10221587
Insult0.5072643
Profanity0.16217725
Threat0.013579931
Severe Toxicity0.016254602
Moderate 0.45243698 Moderate Con 0.436 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We need Canada version of ICE. These thugs doing extortion deserve to be deported.
We need Canada version of ICE. These thugs doing extortion deserve to be deported.
Identity Attack0.18546575
Insult0.48627716
Profanity0.09260304
Threat0.13717735
Severe Toxicity0.017674843
Moderate 0.44393396 Low Con 0.203 Call_To_Action
Feb 18, 2026 9 likes Canadian immigration officers investigating hundreds …
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Identity Attack0.46028158
Insult0.40243408
Profanity0.06345607
Threat0.021127338
Severe Toxicity0.019482423
Moderate 0.44002727 Low Con 0.255 Fear_Threat
Jan 29, 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.