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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: "Thank you world for not …" 46 comments · Page 1 of 2
Cancer.. the west is fucked thanks to weak minded idiots believing in a fantasy world where everybody can hold hands and be friends.. i am tired boss.
Cancer.. the west is fucked thanks to weak minded idiots believing in a fantasy world where everybody can hold hands and be friends.. i am tired boss.
Identity Attack0.3817989
Insult0.7298119
Profanity0.8186401
Threat0.03718498
Severe Toxicity0.44787344
Toxic 0.9061063 Low Con 0.27 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Identity Attack0.5124616
Insult0.6308392
Profanity0.6983885
Threat0.016465442
Severe Toxicity0.34950548
Toxic 0.8115627 Moderate Con 0.31 Identity Attack Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Can we get every third world shithole person out of North America? Pls and thanks
Can we get every third world shithole person out of North America? Pls and thanks
Identity Attack0.5913144
Insult0.5739874
Profanity0.64657205
Threat0.13815513
Severe Toxicity0.35022295
Toxic 0.74954444 Low Con 0.263 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for bringing this issue to the forefront. Canadians are sick of these criminals, extortionist, scammers, incompetent cockroaches from the third world.
Thanks for bringing this issue to the forefront. Canadians are sick of these criminals, extortionist, scammers, incompetent cockroaches from the third world.
Identity Attack0.55044734
Insult0.71027446
Profanity0.24341469
Threat0.012181788
Severe Toxicity0.16960317
Toxic 0.7105462 Moderate Con 0.413 Identity Attack Insult Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
Identity Attack0.3817989
Insult0.4339631
Profanity0.70864636
Threat0.011146127
Severe Toxicity0.08595808
Moderate 0.6667219 Moderate Con 0.415 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg …
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg anyway thanks government fail.
Identity Attack0.33060804
Insult0.5072643
Profanity0.541926
Threat0.012440704
Severe Toxicity0.16960317
Moderate 0.6407703 Moderate Con 0.305 Insult Economic_Argument
Nov 21, 2025 Thousands of refugees allowed into …
I live in Toronto.. Thank you Tyler for coming to my shitty city and showing the whole world what problem we are having here.
I live in Toronto.. Thank you Tyler for coming to my shitty city and showing the whole world what problem we are having here.
Identity Attack0.2783691
Insult0.4962726
Profanity0.6001929
Threat0.009281937
Severe Toxicity0.07542343
Moderate 0.6289369 Constructive 0.593
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
You can thank the Liberals for this disgusting infestation. Real Canadians are retreating further and further north to get away from the 3rd world slum the Liberals are pouring into the country for votes.
You can thank the Liberals for this disgusting infestation. Real Canadians are retreating further and further north to get away from the 3rd world slum the Liberals are pouring into the country for votes.
Identity Attack0.36733335
Insult0.5208188
Profanity0.08452088
Threat0.009825659
Severe Toxicity0.02077355
Moderate 0.4977744 Moderate Con 0.301 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Take a walk around downtown Toronto: trash, homeless, traffic, crowds, noise, shooting, stabbing .... Canada is turning into a third world country for sure thanks to the unchecked immigration.
Take a walk around downtown Toronto: trash, homeless, traffic, crowds, noise, shooting, stabbing .... Canada is turning into a third world country for sure thanks to the unchecked immigration.
Identity Attack0.44690517
Insult0.46625584
Profanity0.051181246
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.47772613 Moderate Con 0.434
Jun 18, 2025 2 likes How Canada broke its immigration …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Invasion by the third world. Thanks Government of Canada. How to ruin a country.
Invasion by the third world. Thanks Government of Canada. How to ruin a country.
Identity Attack0.38445538
Insult0.24171697
Profanity0.02474608
Threat0.049128212
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.18 Fear_Threat
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
Identity Attack0.44690517
Insult0.16795322
Profanity0.057944927
Threat0.009230154
Severe Toxicity0.014769804
Moderate 0.37751234 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't handing anything appropriately or even objectively being managed in a sensible way. however, you saying "greatest country in the world" instead of "USA" every time, is probably why people think you're racist and mocking other societies. I defended your India poop video because it was clear you weren't saying that all Indians live in filth like people claimed you were. But again, referencing the US as the best or greatest is just condescending and portentous. Now I'm not your Dad, say and do whatever you want, I'm still enjoying the content. Just saying being more humble and remembering the many problems the US has and how many self-inflicted 3rd world issues it places on itself, would be wise.
Identity Attack0.29035977
Insult0.36798462
Profanity0.2366394
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.798 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone in a minute through a farmer's field. That's easy. Why pay 6K when you can do it for free? Thanks for showing the LIBERAL/NDP of Canada's third-world downfall.
Identity Attack0.2808415
Insult0.29383746
Profanity0.20483992
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.37576625 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse …
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse than any world war we've had. The lack of self preservation will be our downfall. Not Russia, China, AI, or some exotic strain of covid. Empathy and the incoming cultural suicide will be.
Identity Attack0.41975367
Insult0.21602537
Profanity0.058445938
Threat0.13633445
Severe Toxicity0.020257099
Moderate 0.3722269 Moderate Con 0.374
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Identity Attack0.3043136
Insult0.1711343
Profanity0.044417568
Threat0.04029291
Severe Toxicity0.01412424
Moderate 0.32919475 Constructive 0.705 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Thanks to all the politicians around the world who have destroyed the west
Thanks to all the politicians around the world who have destroyed the west
Identity Attack0.1808059
Insult0.10440776
Profanity0.07514556
Threat0.063999176
Severe Toxicity0.0090408325
Moderate 0.3048984 Low Con 0.293 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
Identity Attack0.20878418
Insult0.16817254
Profanity0.03239325
Threat0.013010317
Severe Toxicity0.011520386
Low Tox 0.2854971 Low Con 0.205 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live …
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live as he was in his original country, go back. Thanks.
Identity Attack0.36702603
Insult0.0836065
Profanity0.016342908
Threat0.007624879
Severe Toxicity0.010375977
Low Tox 0.28548008 Constructive 0.552
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
Thanks our Government. We become third world country….. communist. 😂
Thanks our Government. We become third world country….. communist. 😂
Identity Attack0.14233272
Insult0.10148193
Profanity0.025634222
Threat0.008077981
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.168
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Saaar Canda is now number one greatest world superpower same like india thank to human trafficking scheme aka Canadian immigration system. Number one vehcular hamicide is no prablem saar
Identity Attack0.11396073
Insult0.056133457
Profanity0.017504321
Threat0.13448004
Severe Toxicity0.01302678
Low Tox 0.20172562 Low Con 0.209
Nov 15, 2025 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.