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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: "SHIT IT DOWN" 558 comments · Page 16 of 23
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Identity Attack0.0440973
Insult0.38406035
Profanity0.6983885
Threat0.017846745
Severe Toxicity0.07542343
Moderate 0.68408644 Low Con 0.239 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Every one complains but does nothing gets done same shit last 10 years and counting
Every one complains but does nothing gets done same shit last 10 years and counting
Identity Attack0.017364962
Insult0.3406697
Profanity0.7092837
Threat0.009411395
Severe Toxicity0.03680043
Moderate 0.68408644 Low Con 0.289
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Identity Attack0.17847598
Insult0.5678696
Profanity0.67055607
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.384 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the …
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the groups of immigrants in history, Indians are the most peaceful. Christianity and Islam was forced upon the natives of most countries, depending on which part of the world you focus. These religions and cultures didn't just spread in peace. Even today, new sites are discovered of native children's remains. The minute these morons see a brown person, they go on hate mode, forgetting their own history. Brown people are just requesting for some peace, some respect and equality. You guys judge people based on skin color and not their character. That actually speaks volumes about the kind of people you are.
Identity Attack0.48915586
Insult0.47384647
Profanity0.70384485
Threat0.01940071
Severe Toxicity0.23224114
Moderate 0.6827122 Constructive 0.594 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I wanna talk shit with the bike guy, he seems fun!
I wanna talk shit with the bike guy, he seems fun!
Identity Attack0.030433474
Insult0.34237885
Profanity0.7785769
Threat0.011482717
Severe Toxicity0.048457388
Moderate 0.6827122 Moderate Con 0.397 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Many of em are the folks who shit on beaches and cover it up with sand 🤣🤣🤣
Many of em are the folks who shit on beaches and cover it up with sand 🤣🤣🤣
Identity Attack0.039456755
Insult0.38852
Profanity0.6672561
Threat0.011974656
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.237 Humor_Satire
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t …
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t even take serious and I bet most of them are born Canadians that’s the insane part
Identity Attack0.46028158
Insult0.5935568
Profanity0.59166485
Threat0.017846745
Severe Toxicity0.27908814
Moderate 0.681338 Moderate Con 0.394 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Cause they dont give a shit about any of us , they dont talk to us , dont hang , and greed is ruling their world
Cause they dont give a shit about any of us , they dont talk to us , dont hang , and greed is ruling their world
Identity Attack0.06929302
Insult0.40243408
Profanity0.6983885
Threat0.056240413
Severe Toxicity0.16960317
Moderate 0.681338 Low Con 0.215
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Look at that guy who’s calling another country a shit hole. Dude must really not have self awareness.
Look at that guy who’s calling another country a shit hole. Dude must really not have self awareness.
Identity Attack0.1808059
Insult0.5739874
Profanity0.70864636
Threat0.009903334
Severe Toxicity0.0912254
Moderate 0.681338 Low Con 0.188 Insult Meta_Commentary
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his …
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his get the ahh whooping he deserves. Bro does 3 videos on real journalism exposes real issues but runs back to his roots. RACISM 😂😂😂😂😂😂. I couldn't imagine flying around the world can't possibly be enjoying yourself cause he is too busy doing rat shit. And bothering people trying to assimilate into the country. But because a few are causing issues we have to make it look 👀👀 like it's bigger so the big guy can do some more of that negotiating he been doing. Everywhere he goes bullshit follows 😡😡😡
Identity Attack0.50515443
Insult0.5130944
Profanity0.46460027
Threat0.3203622
Severe Toxicity0.35368225
Moderate 0.6744087 Moderate Con 0.438 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what …
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what makes a city. They just want what we can do for them and that’s it. Making another version of where they came from proves that. They have ZERO interest in actually being Canadian. Disgusting
Identity Attack0.46028158
Insult0.6308392
Profanity0.4989438
Threat0.012181788
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.413 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Important to remember conservatives are on record support this shit, none of them have your best interest at heart
Important to remember conservatives are on record support this shit, none of them have your best interest at heart
Identity Attack0.1035157
Insult0.46923602
Profanity0.70864636
Threat0.008362788
Severe Toxicity0.026936848
Moderate 0.6667219 Low Con 0.251 Policy_Critique
Sep 4, 2025 How Canada broke its immigration …
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
Identity Attack0.116281845
Insult0.47384647
Profanity0.65961236
Threat0.13785169
Severe Toxicity0.1465323
Moderate 0.6667219 Low Con 0.141 Call_To_Action
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada give shelter to terrorist and khalistani people and then do all racism shit to all India. Stop giving citizanship to people if you don't want other countries politics in your homeland.
Canada give shelter to terrorist and khalistani people and then do all racism shit to all India. Stop giving citizanship to people if you don't want other countries politics in your homeland.
Identity Attack0.5698139
Insult0.56997263
Profanity0.5249258
Threat0.03165977
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.252 Identity Attack Insult
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Type shit T money
Type shit T money
Identity Attack0.018972786
Insult0.34392178
Profanity0.78491896
Threat0.010705971
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.311 Advertisement_Spam
Feb 5, 2026 Inside Canada's Indian Invasion...
It is ok to want Canada to have Canadian culture. Canada is a free for all and if these peoples countries had people invade, not speak their language or care to involve them, 100% they …
It is ok to want Canada to have Canadian culture. Canada is a free for all and if these peoples countries had people invade, not speak their language or care to involve them, 100% they wouldn't like it. If you don't want to be Canadian, go back to where you came from. It's getting harder and harder allow this shit to continue.
Identity Attack0.37730414
Insult0.4986907
Profanity0.66456485
Threat0.012647836
Severe Toxicity0.14126498
Moderate 0.6667219 Constructive 0.533
Jan 27, 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...
Canada has always been multicultural. Idk what’s going on in Brampton but I wish your shit wasn’t so biased
Canada has always been multicultural. Idk what’s going on in Brampton but I wish your shit wasn’t so biased
Identity Attack0.20680901
Insult0.4596616
Profanity0.70864636
Threat0.008764107
Severe Toxicity0.051147457
Moderate 0.6611249 Moderate Con 0.37
Jan 27, 2026 Inside Canada's Indian Invasion...
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY …
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY ONLY HIRE THEIR OWN! THEY DROVE UP THE RENTAL MARKET Cuz we DON'T HAVE THE ROOM For them, & they make it impossible to find a place. They're RUDE, ENTITLED & THE WORST THING THAT'S HAPPENED TO CANADA IN MY ENTIRE 47 YRS! Im TIRED OF BEING NICE & Keeping my mouth shut. We basically let them walk right in & take over. If it ain't them, it's the Africans & Muslims. The guy on the bike being interviewed is 100000% RIGHT! And WHO THE FU*K Gives them DRIVERS LICENCES? They drive like they're still in INDIA! Why TF COME here if they're ONLY GONNA MAKE IT Like INDIA? STAY IN INDIA IF u DON'T ASSIMILATE!
Identity Attack0.40351558
Insult0.6099415
Profanity0.4662011
Threat0.06658544
Severe Toxicity0.23224974
Moderate 0.6611249 Constructive 0.544 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
in that sense, all the colonies, especially from west, were also a shit hole and that's why they came to other parts of the world!
in that sense, all the colonies, especially from west, were also a shit hole and that's why they came to other parts of the world!
Identity Attack0.3857254
Insult0.5015486
Profanity0.6750904
Threat0.01086132
Severe Toxicity0.16960317
Moderate 0.65996873 Moderate Con 0.401 Insult Comparative_Framing
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
UNBELIEVABLE. CANADA CAN'T DO SHIT ABOUT ILLEGAL STUDENTS. WHAT IS WRONG WITH THIS CANADA 🇨🇦
UNBELIEVABLE. CANADA CAN'T DO SHIT ABOUT ILLEGAL STUDENTS. WHAT IS WRONG WITH THIS CANADA 🇨🇦
Identity Attack0.34974504
Insult0.4710501
Profanity0.57488567
Threat0.009696201
Severe Toxicity0.14916596
Moderate 0.65996873 Low Con 0.18 Policy_Critique
Sep 27, 2025 137 likes IRCC Names India in Study …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another …
Hmm, 1 Canadian man said the country they come from is a "shit hole" and so they want to go somewhere else, he's referring to India. Now I don't think is right to call another country a shit hole and I'm not Indian
Identity Attack0.48949075
Insult0.48627716
Profanity0.7092837
Threat0.008505191
Severe Toxicity0.16496792
Moderate 0.6588125 Constructive 0.634
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada better get their shit together before they become the next Greenland.
Canada better get their shit together before they become the next Greenland.
Identity Attack0.30256465
Insult0.46327567
Profanity0.66456485
Threat0.013010317
Severe Toxicity0.06488878
Moderate 0.6588125 Low Con 0.108 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.