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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: "They are here to destroy …" 502 comments · Page 9 of 21
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
The Canadian liberal government has destroyed our immigration. They should be returned back to ICE in the USA Canadian taxpayers are sick of migrants that are not vetted unproductive unassimilated dependent on the taxpayer.
Identity Attack0.39677486
Insult0.40243408
Profanity0.03990845
Threat0.017156094
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.243
Jan 5, 2026 1 likes Migrants cross into Canada near …
Immigration and liberals have destroyed the country
Immigration and liberals have destroyed the country
Identity Attack0.44690517
Insult0.2435641
Profanity0.13344458
Threat0.049128212
Severe Toxicity0.01935331
Moderate 0.4014846 Low Con 0.236 Policy_Critique
Oct 10, 2025 How Canada broke its immigration …
thanks to them , do it as best as possible to destroy this country
thanks to them , do it as best as possible to destroy this country
Identity Attack0.15517195
Insult0.09855611
Profanity0.10425757
Threat0.4326697
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.314 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals want Canada to be more like Europe - overrun by populations that will turn it into just another Islamist shthl
Identity Attack0.40255263
Insult0.40243408
Profanity0.16357292
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.296 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Why did our govt pick the largest polluting race on earth to flood our country with? They have already destroyed half our cities!!
Why did our govt pick the largest polluting race on earth to flood our country with? They have already destroyed half our cities!!
Identity Attack0.4139151
Insult0.3393024
Profanity0.08225787
Threat0.1115629
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.266
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Identity Attack0.28034934
Insult0.43296707
Profanity0.03915693
Threat0.014911477
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.262 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
Identity Attack0.2308735
Insult0.25602314
Profanity0.0816113
Threat0.43656045
Severe Toxicity0.023076924
Moderate 0.39987978 Low Con 0.181 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
These people are destroying Canada deport them all and let’s take back our country
These people are destroying Canada deport them all and let’s take back our country
Identity Attack0.3072352
Insult0.25998658
Profanity0.039407436
Threat0.17016006
Severe Toxicity0.02296847
Moderate 0.39915034 Low Con 0.193
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada is doomed.. See how these snakes destroy them inside out..
Canada is doomed.. See how these snakes destroy them inside out..
Identity Attack0.19693321
Insult0.40243408
Profanity0.07611542
Threat0.108496375
Severe Toxicity0.017093835
Moderate 0.3977292 Low Con 0.126 Fear_Threat
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by …
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by the goverment’s hands, I know that it eventually will change by the Canadian people’s hands. My advice…. prepare urself, arm urself to the fullest, and get ready!! We did not create this BS but we can damn sure fix it. “ We” created and built Canada once …. “WE” can do it again!!! “WE” will stop the MADNESS!!!
Identity Attack0.23846684
Insult0.344702
Profanity0.27477357
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.448
Sep 10, 2025 Why Canadians Are Turning Against …
Imagine immigrants invading a country and destroying a people and their way of life. Terrible isn't it? .......
Imagine immigrants invading a country and destroying a people and their way of life. Terrible isn't it? .......
Identity Attack0.45610145
Insult0.24630153
Profanity0.03189224
Threat0.048481647
Severe Toxicity0.01806218
Moderate 0.3974717 Low Con 0.288
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the …
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the bus, or it's just so crowded and smells so horrible they get on and then walk right off again. I've seen people in tears over it. Increasing taxes to pay for the things this school has abused is a load of BS....and worse, They're spreading like a virus. Situated themselves into Guelph - plans for Milton. And they want to flood each city with immigrants and call themselves a school. It's fraud. greed. and corruption. Go there. you'll see.
Identity Attack0.2127345
Insult0.41530323
Profanity0.16915557
Threat0.010576514
Severe Toxicity0.019224197
Moderate 0.3974717 Constructive 0.52
Oct 10, 2025 IRCC Names India in Study …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
The goal is to destroy cultures through mass immigration be like poland
The goal is to destroy cultures through mass immigration be like poland
Identity Attack0.4139151
Insult0.097093195
Profanity0.12220735
Threat0.20178549
Severe Toxicity0.023076924
Moderate 0.3972142 Low Con 0.179
Aug 24, 2025 Why Canadians Are Turning Against …
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
Identity Attack0.35948995
Insult0.30326313
Profanity0.0741757
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.31 Call_To_Action
Jan 3, 2026 Deportations From Canada at Their …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital of Canada.
Identity Attack0.43896464
Insult0.2817503
Profanity0.023789622
Threat0.046218675
Severe Toxicity0.016771052
Moderate 0.39669925 Low Con 0.224
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Identity Attack0.39773783
Insult0.24287975
Profanity0.0816113
Threat0.06690872
Severe Toxicity0.022710243
Moderate 0.39441586 Low Con 0.227 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals have destroyed our nation
Liberals have destroyed our nation
Identity Attack0.37292135
Insult0.24928534
Profanity0.15371579
Threat0.071698055
Severe Toxicity0.016190045
Moderate 0.39231625 Low Con 0.268 Policy_Critique
Jul 17, 2025 1 likes How Canada broke its immigration …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 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.