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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: "Why do they never have …" 820 comments · Page 16 of 33
9:00 he said” they never cover the windows they walk around naked “while he was walking around shirtless in the streets ironic?
9:00 he said” they never cover the windows they walk around naked “while he was walking around shirtless in the streets ironic?
Identity Attack0.01656105
Insult0.054376744
Profanity0.15195307
Threat0.014393489
Severe Toxicity0.011138916
Low Tox 0.29405528 Low Con 0.297
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll …
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll only visit to see friends and relatives but I’ll never move back, I now live in a small town near London, way better over here
Identity Attack0.08500996
Insult0.08831572
Profanity0.29209393
Threat0.0130621
Severe Toxicity0.015221698
Low Tox 0.29405528 Constructive 0.565 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and …
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and to those who also live on the street cannot even park there car or live in there homes due to the loud noise. No permit, just taking over. The other problem the last few years immigrations number have skyrocket and 90% of them our Indians. The government should have never let such a large group from one country enter. Meanwhile as climate change happen a lot of countries will be in trouble and the people will need to go somewhere. Iran has only 3% of there water reserve left. India has ruin there country and so has China with pollution and dumping of heavy metel in river and lakes. Meanwhile the Caribbean is expected to be unlivable in 15 and 20 years. The USA we are expected to lose 100 miles of our coastline. That area is where 50% of Americans lives. Pretty soon it will be everyone for themselves if certain country do not look at the long term picture. Also the lifestyle we are living today is just not sustainable.
Identity Attack0.2783691
Insult0.24835461
Profanity0.07385241
Threat0.01254427
Severe Toxicity0.010681152
Low Tox 0.2922276 Constructive 0.629 Fear_Threat
Dec 7, 2025 Why Canadians Are Turning Against …
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though …
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though seriously.
Identity Attack0.22631748
Insult0.24928534
Profanity0.029888187
Threat0.007029374
Severe Toxicity0.0051879883
Low Tox 0.29039988 Constructive 0.671 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Identity Attack0.37953663
Insult0.08459369
Profanity0.017777596
Threat0.0089712385
Severe Toxicity0.00957489
Low Tox 0.28857216 Constructive 0.722 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I …
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I don't wanna be their pawn to lower wages. This is how you become hated, I'd much rather move somewhere that the natives are put first. I don't care about history in this context, my people were the first slaves, I don't care, what we do now as individuals is what matters, and these individuals in Canada are bad people.
Identity Attack0.23163283
Insult0.24928534
Profanity0.08581402
Threat0.009385503
Severe Toxicity0.009613037
Low Tox 0.28857216 Constructive 0.64 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . …
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . I love me, you and our country, if you dont, go far far away , please
Identity Attack0.17381613
Insult0.113185234
Profanity0.09195647
Threat0.014566151
Severe Toxicity0.011672974
Low Tox 0.2855005 Constructive 0.753
Aug 27, 2025 Why Canadians Are Turning Against …
14:59 Never heard a Hindu say there's one God 😅
14:59 Never heard a Hindu say there's one God 😅
Identity Attack0.31307843
Insult0.06826523
Profanity0.06946823
Threat0.010421164
Severe Toxicity0.014253352
Low Tox 0.2854971 Moderate Con 0.395 Humor_Satire
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to …
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to uplift the economy. Refugees would still rather go back to their countries as soon as the war is over. We're not here to steal your money or anything. I bet the guys with negative comments never had to know a refugee in person. Shame.
Identity Attack0.25817248
Insult0.1798321
Profanity0.019280603
Threat0.008375733
Severe Toxicity0.0061035156
Low Tox 0.2854971 Constructive 0.77
Aug 21, 2019 How much do refugees and …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
Identity Attack0.011173353
Insult0.16824563
Profanity0.019007329
Threat0.024235269
Severe Toxicity0.005874634
Low Tox 0.2854937 Low Con 0.299 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, but you may not believe this, but God is clean in the swamp in Canada things will be exposed that you’ve never seen before God has taken back his country100%.
Identity Attack0.26494437
Insult0.16817254
Profanity0.06796519
Threat0.010084574
Severe Toxicity0.011672974
Low Tox 0.2854937 Moderate Con 0.324 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get people from developing countries, they have their first world complaints like crowding, driving problems... Before colonization, Many asian countries were richest and most advanced in their public systems of sewage, trade, education.. So how did these countries became developing nations now?? Centuries of colonization where wealth was stolen, people were made to be slaves, mass genocides, destruction of local industries, education system, all of these pulled the countries down. So white people if you cannot adjust to a little overcrowding, culture differences... Then pay back reparations to all former colonies with interest and none of the people from these countries will come into your country
Identity Attack0.35299334
Insult0.10440776
Profanity0.075792134
Threat0.0101363575
Severe Toxicity0.011138916
Low Tox 0.2854835 Constructive 0.617 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
Identity Attack0.068465814
Insult0.16551061
Profanity0.053435806
Threat0.01101667
Severe Toxicity0.00579834
Low Tox 0.28548008 Low Con 0.245 Unverified_Claim
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada has always welcomed imigrants and refugees now its their time to do it in a limit and moderate
Identity Attack0.36873037
Insult0.0816321
Profanity0.022218296
Threat0.008181547
Severe Toxicity0.008964539
Low Tox 0.28548008 Constructive 0.637 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of …
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of still births or spontaneous abortions are up 1000 %! Like Carney said, Muslim values are Canadian values so it’s all done by design and it’s obvious at this point!
Identity Attack0.2846865
Insult0.11978693
Profanity0.029460056
Threat0.010835429
Severe Toxicity0.01159668
Low Tox 0.28548008 Moderate Con 0.472 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
Identity Attack0.059311368
Insult0.24767025
Profanity0.02932342
Threat0.007365964
Severe Toxicity0.004425049
Low Tox 0.2854733 Moderate Con 0.417 Policy_Critique
Feb 9, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many …
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many years ago. Same can be said about the mainland Chinese people in Vancouver. Like the whole driving thing...people dont follow the rules and have patience, gee, i wonder where tf that came from, b/c it was never like that when I got my license 20 years ago. Tbh blue coat man was legit a lot like my dad
Identity Attack0.18468912
Insult0.16751462
Profanity0.28708664
Threat0.008362788
Severe Toxicity0.013672344
Low Tox 0.2854699 Constructive 0.751
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
Identity Attack0.36273825
Insult0.06953252
Profanity0.06646215
Threat0.011249693
Severe Toxicity0.012207031
Low Tox 0.2854699 Constructive 0.574 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
am Jamaican and I have been traveling to Canada for 32 years and I really love Canada BUT, I could never move here. After all, it's now an Indian state.
am Jamaican and I have been traveling to Canada for 32 years and I really love Canada BUT, I could never move here. After all, it's now an Indian state.
Identity Attack0.37507164
Insult0.07365121
Profanity0.033645786
Threat0.0074436385
Severe Toxicity0.011138916
Low Tox 0.28425202 Constructive 0.656
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Identity Attack0.053399716
Insult0.24171697
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.008506775
Low Tox 0.28425202 Constructive 0.564 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a free for all why are we even paying taxes anymore anyway? For lip service? If the conservatives aren’t going to do anything then shut up already. Quit wasting taxpayers money on this if nothing is going to happen about it.
Identity Attack0.025806036
Insult0.22770336
Profanity0.0569429
Threat0.013372798
Severe Toxicity0.007820129
Low Tox 0.28312725 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 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.