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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: "So basically, we have no …" 178 comments · Page 3 of 8
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into society at large is it eventually seeps into racism in general towards other cultures (although it’s not right towards any culture or ethnicity). Basically if you’re not white or white passing people become less inclusive or accepting, or write you off thinking you’re a foreigner (have seen this being experienced by a lot of Canadian born friends). This is all in all a reflection of the failing critical thinking skills in our society and dumbing down of our culture. If you think you’re gonna sit cushy and you’re safe because you’re not one of the indians, well you just might be next! People have lost empathy and decency. A lot of the videos posted online are exaggerated posts to garner views and engagement, but it’s not necessarily the truth.
Identity Attack0.34324843
Insult0.35677677
Profanity0.12727508
Threat0.010783645
Severe Toxicity0.01935331
Moderate 0.37751234 Constructive 0.708 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
The "smugglers" are basically scammers.. you can do this route on your own.. you just gotta Google it and figure out where the crossing is. And then call a cab from the u.s. to pick …
The "smugglers" are basically scammers.. you can do this route on your own.. you just gotta Google it and figure out where the crossing is. And then call a cab from the u.s. to pick you up.
Identity Attack0.07012023
Insult0.40420914
Profanity0.06145202
Threat0.0097738765
Severe Toxicity0.008125305
Moderate 0.37694603 Moderate Con 0.46 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
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)
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Identity Attack0.42615733
Insult0.26957804
Profanity0.11539881
Threat0.015947454
Severe Toxicity0.017997624
Moderate 0.36867723 Constructive 0.605 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
So basically they are saying that indians are good people but still they don't want them there
So basically they are saying that indians are good people but still they don't want them there
Identity Attack0.45610145
Insult0.13969865
Profanity0.11230402
Threat0.012233571
Severe Toxicity0.022193791
Moderate 0.3666224 Low Con 0.267 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by …
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by either too much immigration without support or too few immigrants to grow into an economic opening up. There was a plan years ago that CANADA should have between 70-100 million by this centuries end ..but that ONLY works OR be remotely possible if we started with laying out the economic and societal systems 20 years ago.... We've painted ourselves into not only a corner ..but onto the edge of a cliff
Identity Attack0.08252834
Insult0.3406697
Profanity0.2659008
Threat0.011689849
Severe Toxicity0.016577384
Moderate 0.35186127 Constructive 0.566 Economic_Argument
Feb 17, 2026 6 likes LILLEY UNLEASHED: The fall of …
I have indo-guyanese parents aka my ancestors were brought to Guyana by the English to work the cane feilds basically to replace the slaves anyways my parents moved from Guyana to the usa. They work …
I have indo-guyanese parents aka my ancestors were brought to Guyana by the English to work the cane feilds basically to replace the slaves anyways my parents moved from Guyana to the usa. They work with the system legit jobs which is the right way unlike these Somalians scamming. I say if you don't wanna work and earn your share the right way this USA it not for you. Especially if you are more connected to your previous country. Example I am an American and proud of it so of these people coming here are just looking to suck the wealth out of the usa and leave
Identity Attack0.3817989
Insult0.2735258
Profanity0.20375896
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.3389984 Constructive 0.696 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Identity Attack0.10221587
Insult0.34101152
Profanity0.041912504
Threat0.008919456
Severe Toxicity0.0063705444
Moderate 0.3389984 Moderate Con 0.34 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
Identity Attack0.3817989
Insult0.24835461
Profanity0.10363861
Threat0.00967031
Severe Toxicity0.016383713
Moderate 0.3389984 Moderate Con 0.401 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Completely unprepared to answer basic questions. These bureaucrats show the bland nature of evil.
Completely unprepared to answer basic questions. These bureaucrats show the bland nature of evil.
Identity Attack0.034558404
Insult0.3486032
Profanity0.030138692
Threat0.008323951
Severe Toxicity0.005302429
Moderate 0.3375374 Low Con 0.095 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
Identity Attack0.3817989
Insult0.08533409
Profanity0.028913507
Threat0.18597278
Severe Toxicity0.014382465
Moderate 0.3286776 Moderate Con 0.314
Jan 13, 2026 Canada’s new rules in 2026
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white …
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white people to hate the past, feminism, and queer theory being pushed, definitely doesn't help. I can't even go to a foodbank for a few basics, without a 3 hour wait from all the recent immigrants that don't speak English, and push their way thru lines
Identity Attack0.39773783
Insult0.16788013
Profanity0.055940874
Threat0.008738215
Severe Toxicity0.012207031
Moderate 0.3281604 Constructive 0.661 Economic_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
These are basically North Indians. North India is a SH.
These are basically North Indians. North India is a SH.
Identity Attack0.36702603
Insult0.24287975
Profanity0.2317999
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.3260917 Low Con 0.278 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The racism and sexism in Brampton is crazy, I have lived there basically my whole life and the fast rate this just kept on getting worse. So much my whole family had to move away …
The racism and sexism in Brampton is crazy, I have lived there basically my whole life and the fast rate this just kept on getting worse. So much my whole family had to move away because of this issue, and I legit have trauma from how people treated me at school.
Identity Attack0.24150419
Insult0.24287975
Profanity0.10611444
Threat0.010188141
Severe Toxicity0.011749268
Moderate 0.3250515 Constructive 0.597 Personal_Narrative
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
We don't want them for labour, we don't want them at all. They lie and lie and scam anything they can. Its basically an authoritarian regime. Criticize anything and they threaten you with losing your …
We don't want them for labour, we don't want them at all. They lie and lie and scam anything they can. Its basically an authoritarian regime. Criticize anything and they threaten you with losing your job or going to prison or freezing bank accounts.
Identity Attack0.035847444
Insult0.26957804
Profanity0.038655918
Threat0.033386398
Severe Toxicity0.0077819824
Moderate 0.3245134 Moderate Con 0.468 Unverified_Claim
Dec 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Identity Attack0.1444726
Insult0.16897665
Profanity0.29209393
Threat0.008026198
Severe Toxicity0.013349563
Moderate 0.31686464 Constructive 0.532 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
So white people there are basically saying we came here first so it should be a white country and not an Indian country, I'd say this looks much better than some cities in the UK …
So white people there are basically saying we came here first so it should be a white country and not an Indian country, I'd say this looks much better than some cities in the UK going bankrupt because of a certain group of people that doesn't contribute and live off of government freebies only
Identity Attack0.3758158
Insult0.10440776
Profanity0.09292633
Threat0.009799767
Severe Toxicity0.012359619
Moderate 0.31547862 Constructive 0.611
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. …
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. Another note. The Khalistan topic is all nonsense. I don't know why SO MANY CANADIAN BORN and AMERICAN BORN SIKHS support or push for this. IF YOU PLAN TO MOVE BACK TO KHALISTAN, for sure support it. Don't push an issue you would not commit to. Plus, no foreign born would comfortably move to KHALISTAN, if it existed, due to the lack of opportunities. My parents left India for the lack of opportunities (legally). They knew Punjab has no future, since the Indian nation shrunk it's state borders, and we become a LAND LOCKED state. If this LAND LOCKED COUNTRY were to be established, everything would be ridiculously expensive, and Khalistan would be lucky to become as "successful" as EXPENSIVE Switzerland. It's illogical to support Khalistan on an economic standpoint.
Identity Attack0.2823795
Insult0.24903896
Profanity0.08807703
Threat0.013269233
Severe Toxicity0.017933069
Moderate 0.3127066 Constructive 0.763 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Identity Attack0.3817989
Insult0.10587067
Profanity0.0887236
Threat0.0116639575
Severe Toxicity0.013995127
Moderate 0.30993456 Constructive 0.62 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much an international student ends up paying just to come here... India has what? like a hundrem million dollar millionaires? How many live as basically what might as well be called slavery? Consider that some of these slave owners prefer living in Canada...
Identity Attack0.24074486
Insult0.23704576
Profanity0.02474608
Threat0.008815889
Severe Toxicity0.00831604
Moderate 0.30136615 Moderate Con 0.451
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Identity Attack0.16373143
Insult0.25602314
Profanity0.056441884
Threat0.014566151
Severe Toxicity0.009651184
Low Tox 0.2922276 Moderate Con 0.421 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
Identity Attack0.32184324
Insult0.10294484
Profanity0.06044999
Threat0.03649433
Severe Toxicity0.013866014
Low Tox 0.29039988 Moderate Con 0.377
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion. We are second in power now, they have infiltrated the USA from within. Every wonder why you didn't get to vote on it? Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace. Then you basically win for the enemy of Whites. America has been occupied, we are officially under a foreign dictatorship like Russia. Look who controls Russia, it's not Whites...
Identity Attack0.28034934
Insult0.16551061
Profanity0.033645786
Threat0.012285355
Severe Toxicity0.01121521
Low Tox 0.2854835 Moderate Con 0.441 Unverified_Claim
Jan 27, 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.