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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: "How they are going to …" 2,613 comments · Page 33 of 105
i live in quebec and its true as soon as you go in ontario there as much indian if not more than canadian all those people who love their country but still moved away should …
i live in quebec and its true as soon as you go in ontario there as much indian if not more than canadian all those people who love their country but still moved away should go back we dont want you here if you don't like it
Identity Attack0.43896464
Insult0.21368977
Profanity0.032643758
Threat0.013528148
Severe Toxicity0.022193791
Moderate 0.37576625 Constructive 0.538
Jan 27, 2026 Inside Canada's Indian Invasion...
Not assimilating is an Indian thing everywhere they go.
Not assimilating is an Indian thing everywhere they go.
Identity Attack0.4508763
Insult0.1711343
Profanity0.0913099
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.279
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. Edit: I've seen them go around the bend in the road and turn on their turn signal just because the road curves a little bit. Mind blown
Identity Attack0.021786476
Insult0.37052566
Profanity0.084844165
Threat0.011456826
Severe Toxicity0.00919342
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The EU's next plan now that they've emptied islamic countries and pumped our lands full of them, is going for Indians. It's already being debated openly.
The EU's next plan now that they've emptied islamic countries and pumped our lands full of them, is going for Indians. It's already being debated openly.
Identity Attack0.46028158
Insult0.15911613
Profanity0.07047026
Threat0.07016479
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.183
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Identity Attack0.007994333
Insult0.08047316
Profanity0.019512743
Threat0.032087456
Severe Toxicity0.000046604702
Moderate 0.37559724 Identity_Assertion
Dec 10, 2025
Why don’t they go back to their own country
Why don’t they go back to their own country
Identity Attack0.37507164
Insult0.16780703
Profanity0.064458095
Threat0.018882722
Severe Toxicity0.018578632
Moderate 0.37458646 Low Con 0.254
Oct 31, 2025 IRCC Names India in Study …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine about how they wish all these wops would leave and go back to Italy? Of course not. But, because these specific immigrants are also a visual minority, the racism factor goes up ten fold. Immigration has helped Canada exponentially more than it has hurt it. Be better - this is clearly very racist and xenophobic content.
Identity Attack0.3857254
Insult0.33964422
Profanity0.2801717
Threat0.0104988385
Severe Toxicity0.02167734
Moderate 0.37458646 Constructive 0.697 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
Identity Attack0.4453683
Insult0.24171697
Profanity0.07320584
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.37458646 Constructive 0.58 Personal_Narrative
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do …
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do not. Nor do you in ANY other country. Kick them all out.
Identity Attack0.14661247
Insult0.12702756
Profanity0.05268429
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.37340668 Moderate Con 0.313 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If i saw them pagan statues everyday i got out of my house , id be annoyed to see a monkey looking at me everywhere i go.
If i saw them pagan statues everyday i got out of my house , id be annoyed to see a monkey looking at me everywhere i go.
Identity Attack0.10221587
Insult0.37392882
Profanity0.18786818
Threat0.011715741
Severe Toxicity0.0128976675
Moderate 0.37340668 Moderate Con 0.381 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
13:59 Are you going to be smuggled into a Scandinavian country?
13:59 Are you going to be smuggled into a Scandinavian country?
Identity Attack0.2331515
Insult0.1469393
Profanity0.124631
Threat0.13853464
Severe Toxicity0.020257099
Moderate 0.37340668 Low Con 0.245 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your …
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your jobs or education? That’s just absurd.
Identity Attack0.32768643
Insult0.3406697
Profanity0.036401358
Threat0.013321015
Severe Toxicity0.011062622
Moderate 0.37340668 Moderate Con 0.427
Jan 18, 2026 1 likes Deportations From Canada at Their …
Im a hindu born and raised in alberta. My family assimilated, we have canadian values. I have a business, pay my share of taxes. Im a contributing member of society. I went through all the …
Im a hindu born and raised in alberta. My family assimilated, we have canadian values. I have a business, pay my share of taxes. Im a contributing member of society. I went through all the racism when I was a kid and even recently when I was told to "go back to my own country" in traffic. It disgusts me that because of these indian peoples unwillingness to assimilate, my kids will go through the same thing..
Identity Attack0.44690517
Insult0.24928534
Profanity0.07934829
Threat0.008712323
Severe Toxicity0.015931819
Moderate 0.3722269 Constructive 0.688 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they know, they think this way they will have a better life in Canada, but in reality they are fucking the economy and not thinking about its consequences in the long term. I assume most of them will wait no minute to go back to their home country once the economy in Canada crumbles. I feel really bad about this kind of behaviours and I feel ashamed.
Identity Attack0.2803029
Insult0.26395
Profanity0.38203895
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.3722269 Constructive 0.696 Personal_Narrative
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all …
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all around the world worshiping the antichrist in the Islamic faith, doing voodoo and black magics in Africa, Jamaica, Haiti, Mexico, Columbia and the list goes on, all serving Satan praying to false gods. The concept of "one way to God through Jesus" stems from the biblical declaration in John 14:6 where Jesus says, "I am the way, the truth, and the life. No one comes to the Father except through me". This Christian belief holds that Jesus's unique role as God's Son, his perfect life, and his sacrificial death for humanity's sins make him the sole mediator and the only path to reconciliation and salvation with God. Yes, praying to false idols is considered a grave sin, as it is a form of idolatry that violates the fundamental principle of worshipping only the one true God. Idolatry is defined as the worship of something other than God, including physical idols, created beings, or even earthly things, and is seen as a profound sin because it steals glory due to God and prioritizes something powerless over the all-powerful true God. To pray to false idols from different Nations was and still is a trick, lie and manipulation of the devil to ensure that you all burn for all eternity in Hell with Satan, when Jesus returns. This is not meant as an insult to people from other cultures but a word of Gods truth being shared so you too can be delivered from the evil in todays word when Jesus does return and He is coming. Not everyone is guilty of evil works of the devil but we are all guilty of sin in every nation and every culture. God gifted us with the death of Christ so we can be delivered form sin in todays world and saved from eternal damnation. No other offer is made to man except those who believe in Christ. Why do you think that they want to destroy Christianity and all who choose God in Christ. Satan knows his time is up and he wants you and your generations to suffer eternal damnation with him. Government employees doing acts of terror against Christian places of worship. This is who our Corrupt Governments hire, not to protect and serve the people but do literal acts of terror against them. https://youtu.be/uCLkFrPdhXw Just look at our government run businesses in the LCBO https://youtu.be/THQWvc3_jcc ,which appears to have a very high number of East Indian employees as staffers and the police do nothing against it or in defense of the taxpayer. It appears that many from India are doing the devils works against Canadians https://youtu.be/LfLzJX7kXuI What is Pierre Poilievre doing for our economy again, as he claims that he has more important things to do to save our economy than stand in defense of the Canadian people for our rights and freedoms. https://youtu.be/sJyC7yda2FE Lies all lies as he plays the role of Pinocchio. Canada Nation Defense for terrorists against the people of Canada and believers in Jesus Christ. health Canada scientists promoting death and illness promoting things that are harmful to pregnant women, fake science and forcing these things on people by threatening their incomes livelihoods and freedoms to have basic living essential and conditions. Canada Revenue robbing every tax payer until the have nothing left. Even in your death as they find new was to ensure that death comes sooner than later in our lives by creating suicide programs, and free drug programs, criminal release programs, allowing criminals to break into your home to steal, destroy and kill you and your family, inviting terrorist into the country and free to do whatever harm they want to the Canadian people. You go to jail and they are free to do it again. This story of capital gains https://youtu.be/c0OukNP1vZ8is even before Carneys new 2026 Capital gains tax laws on you initial home and property as well, not just secondary real estate. They are greedy and want everything that you have worked your whole life for. Truth be told though, they have being saying this the whole time "you will have nothing and be happy" All these things are real and are happening in Canada under this evil agenda of both the Federal and Provincial governments. You as Canadians need to arm yourselves with the power Of God in Jesus Name as His word warns us in Ephesians 6:12; For we wrestle not against flesh and blood, but against principalities, against powers, against the rulers of the darkness of this world, against spiritual wickedness in high places. If you still don't believe me, then ask yourself "What has any one of those fake politicians Federal and provincial done against any of these evil actions that have been forced onto the Canadian people since Trudeau too power ten years ago...That was rhetorical, that have done nothing but talk from both sides of their mouths. They have done nothing for the people but they have served themselves in every possible way as they are all guilty of taking your money and living high on the hog while you go broke, homeless and without food. They are true evil ang guilty of crimes against humanity. I vow as I decree and declare to my Father in the heavens in the name of Jesus, that I will pray for the good people of Canada against this evil and corruption every day. I hope that many of you will join me in these prayers IN THE MORNING AND AT NIGHT, for Him to defend us against our modern day Pharaoh in Canada and deliver us from our oppressors', as He did for Moses and his people in the Book of Exodus against that evil that Satan brought and is bring to us again today. Amen!
Identity Attack0.40713623
Insult0.26957804
Profanity0.11477985
Threat0.014393489
Severe Toxicity0.022064678
Moderate 0.3722269 Constructive 0.51 Meta_Commentary
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
LOL!! “I will go next year, i mean next month” @ 2:24 they are good at scamming.
LOL!! “I will go next year, i mean next month” @ 2:24 they are good at scamming.
Identity Attack0.01565665
Insult0.2469859
Profanity0.16450337
Threat0.013269233
Severe Toxicity0.013285006
Moderate 0.3722269 Moderate Con 0.305 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian jobs r being then by east Indians that can't even speak the language. Time to go
Canadian jobs r being then by east Indians that can't even speak the language. Time to go
Identity Attack0.42615733
Insult0.26196828
Profanity0.027547138
Threat0.009463178
Severe Toxicity0.015931819
Moderate 0.3722269 Low Con 0.208 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
if immigrants are homesick then go back
if immigrants are homesick then go back
Identity Attack0.3895355
Insult0.21836096
Profanity0.07482228
Threat0.020264024
Severe Toxicity0.016512826
Moderate 0.3722269 Low Con 0.269 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I’d rather move to America even if I’m going to get shot 10 times, after an ICE agent relieves me of my gun.
I’d rather move to America even if I’m going to get shot 10 times, after an ICE agent relieves me of my gun.
Identity Attack0.09576365
Insult0.04383647
Profanity0.080318145
Threat0.511324
Severe Toxicity0.022839356
Moderate 0.3722269 Moderate Con 0.317 Threat Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …
Nothing new, it has been going on for long time. Back to you, gutless politicians.
Nothing new, it has been going on for long time. Back to you, gutless politicians.
Identity Attack0.034042787
Insult0.40243408
Profanity0.059948977
Threat0.008867673
Severe Toxicity0.0062942505
Moderate 0.37073207 Low Con 0.161 Policy_Critique
Feb 18, 2026 23 likes Canadian immigration officers investigating hundreds …
Go to Niagara Falls just on the American side. You will die from the smell from what comes over.
Go to Niagara Falls just on the American side. You will die from the smell from what comes over.
Identity Attack0.06158508
Insult0.11172232
Profanity0.054938845
Threat0.44531298
Severe Toxicity0.019740647
Moderate 0.37073207 Moderate Con 0.302 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
With this wussy government what else do you expect? Our Liberals will do the opposite of what Americans do just to prove they go their own way even if it's terrible for Canada.
With this wussy government what else do you expect? Our Liberals will do the opposite of what Americans do just to prove they go their own way even if it's terrible for Canada.
Identity Attack0.10221587
Insult0.38406035
Profanity0.0961592
Threat0.008531082
Severe Toxicity0.009002686
Moderate 0.36867723 Moderate Con 0.303
Oct 1, 2025 IRCC Names India in Study …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.