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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "This will be the whole …" 327 comments · Page 6 of 14
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has been broken into atleast 20 times in 5 years and 3 months ago a older Indian man broke into our house and was wearing my sister's clothes sleeping in her bed. He went through all our stuff and even ate food out of the fridge. So violating and frustrating living in Brampton lately. I'm so ashamed to say im from Brampton and even indian people in other towns have made fun of me for living in Brampton and telling me how bad the driving is. Lol thanks buddy. 😢
Identity Attack0.36702603
Insult0.24287975
Profanity0.22592722
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.37340668 Constructive 0.805 Personal_Narrative
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Identity Attack0.3802808
Insult0.26395
Profanity0.032894265
Threat0.0116639575
Severe Toxicity0.016125489
Moderate 0.3722269 Low Con 0.251 Unverified_Claim
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
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)
Your whole page turned into anti immigrant, with all this ice stuff going on this is what you post
Your whole page turned into anti immigrant, with all this ice stuff going on this is what you post
Identity Attack0.27682206
Insult0.24630153
Profanity0.08419759
Threat0.009385503
Severe Toxicity0.013672344
Moderate 0.3666224 Low Con 0.284 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built …
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built the whole country in the first place. You let women in leading positions and look what is happening, no children and policies that import the 3rd world. When are you finally going to stand your ground and say no to your liberal women and take back control of the country?
Identity Attack0.41975367
Insult0.18728738
Profanity0.051181246
Threat0.010705971
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.332
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants don't work hard ,they don't work at all and with all the money that the receive from us ,they are richer than us older generation.they take advantage of our programs,since they are here,we have …
Immigrants don't work hard ,they don't work at all and with all the money that the receive from us ,they are richer than us older generation.they take advantage of our programs,since they are here,we have problems with lodging places at doctors office ,in hospital ,we have to build more schools,hire more teachers.We don't have the money to pay for the the whole planet.and they never happy ,they protest all the time
Identity Attack0.44690517
Insult0.19734058
Profanity0.036651865
Threat0.007948523
Severe Toxicity0.017029278
Moderate 0.36095104 Constructive 0.577
Nov 25, 2025 Quebec Ends Economic Immigration Program …
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Identity Attack0.37953663
Insult0.16551061
Profanity0.17008601
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.26 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
As an African I don’t think there is any culture in the whole of Africa that condones, promotes or in any way allows rape.
As an African I don’t think there is any culture in the whole of Africa that condones, promotes or in any way allows rape.
Identity Attack0.37432748
Insult0.10587067
Profanity0.22602804
Threat0.07323132
Severe Toxicity0.022452017
Moderate 0.36095104 Moderate Con 0.429 Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
Identity Attack0.36702603
Insult0.25007802
Profanity0.09486605
Threat0.009178371
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.334 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
Identity Attack0.29035977
Insult0.26196828
Profanity0.2258264
Threat0.011249693
Severe Toxicity0.014382465
Moderate 0.36095104 Moderate Con 0.443 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
Identity Attack0.39773783
Insult0.16337912
Profanity0.080318145
Threat0.0287245
Severe Toxicity0.017222947
Moderate 0.34328604 Constructive 0.659
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Identity Attack0.40447855
Insult0.16897665
Profanity0.09583591
Threat0.0101363575
Severe Toxicity0.013349563
Moderate 0.3389984 Constructive 0.528 Identity_Assertion
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I went to college there, first time i've ever been a minority. I saw like 3 other white dudes my whole 3 years there, it was crazy man. They got whole neighbourhoods and zip's together …
I went to college there, first time i've ever been a minority. I saw like 3 other white dudes my whole 3 years there, it was crazy man. They got whole neighbourhoods and zip's together ;-;
Identity Attack0.37361985
Insult0.18604483
Profanity0.22602804
Threat0.01238892
Severe Toxicity0.015479924
Moderate 0.3389984 Constructive 0.594 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Whole America doesn't belong it a white man. It belongs to all immigrants.
Whole America doesn't belong it a white man. It belongs to all immigrants.
Identity Attack0.41975367
Insult0.09855611
Profanity0.06495911
Threat0.008789998
Severe Toxicity0.0126394415
Moderate 0.3389984 Moderate Con 0.346
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
lived in brampton my whole life, moved out to the only white ppl left in alberta lol
lived in brampton my whole life, moved out to the only white ppl left in alberta lol
Identity Attack0.38246045
Insult0.113185234
Profanity0.09034003
Threat0.009359611
Severe Toxicity0.014253352
Moderate 0.33587718 Moderate Con 0.35 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Identity Attack0.37292135
Insult0.24424846
Profanity0.057944927
Threat0.011094344
Severe Toxicity0.012054443
Moderate 0.33504707 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals and criminals must not enter. Indians should hire and do business with the whole community, not just Indians. Do not try to save miscreants or rowdies in the name of community. Speaking your own language, celebrating your festive must not be a problem. Fascism wont be tolerated. Make Canada Great Again
Identity Attack0.3817989
Insult0.24561718
Profanity0.027273865
Threat0.010550622
Severe Toxicity0.0118255615
Moderate 0.3302291 Constructive 0.759
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians have literally developed that whole city lol. 😂😂😂😂
Indians have literally developed that whole city lol. 😂😂😂😂
Identity Attack0.37152436
Insult0.12159709
Profanity0.13873272
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.32971194 Low Con 0.188 Solidarity
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It's no fair to say that Sikhs don't assimilate. They HAVE to dress that way for their religion. Except for the Punjab, they stick out in their own country - and many of them aren't …
It's no fair to say that Sikhs don't assimilate. They HAVE to dress that way for their religion. Except for the Punjab, they stick out in their own country - and many of them aren't happy about it. The whole idea of it is for Sikhs to be conspicuous. .
Identity Attack0.3817989
Insult0.2435641
Profanity0.10301965
Threat0.0116639575
Severe Toxicity0.013672344
Moderate 0.32971194 Constructive 0.654 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from …
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from personal experience how great my adopted country was! However, not everything was rosy! I saw and experienced the "not-in-your-face" anti-black racism, whether politically, socially, and most def in the employment market! At the same time, the establisment (read white folks) was busy encouraging & promoting east indians to take up leadership roles in all spheres of the society, thus making them the "model minority" in the country! This mess was bound to happen, and in the end, this is what got us here! My feeling is that white canada is totally responsible for this, and they should stop crying on TV, roll up their sleeves, and clean up the mess! Peace Out!
Identity Attack0.3817989
Insult0.20434737
Profanity0.12991914
Threat0.012751401
Severe Toxicity0.016512826
Moderate 0.32919475 Constructive 0.744 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.