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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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

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Active: "then leave." 568 comments · Page 10 of 23
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
Trudolf destroyed our beautiful country with immigration and now his successor, the carnival worker, is driving the nails into the coffin. Many of us would leave here if there was a better place to immigrate …
Trudolf destroyed our beautiful country with immigration and now his successor, the carnival worker, is driving the nails into the coffin. Many of us would leave here if there was a better place to immigrate to.
Identity Attack0.26325142
Insult0.17858955
Profanity0.024062896
Threat0.012958534
Severe Toxicity0.011291504
Moderate 0.31963667 Moderate Con 0.477 Policy_Critique
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Follow laws or the law should make you leave or else is a free for all like under liberals. We need common sense not liberal nonsense like we have had for 13 years.
Follow laws or the law should make you leave or else is a free for all like under liberals. We need common sense not liberal nonsense like we have had for 13 years.
Identity Attack0.03894114
Insult0.34032786
Profanity0.034146797
Threat0.006925808
Severe Toxicity0.003967285
Moderate 0.31963667 Moderate Con 0.33 Policy_Critique
Jan 21, 2026 2.9 million Canadian temporary visas …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Excuse me but India is Not a sh,✨h,✨le. It's on its way to becoming one the top 20 economies on the planet. It's going to leave us way behind in the next 30 years or …
Excuse me but India is Not a sh,✨h,✨le. It's on its way to becoming one the top 20 economies on the planet. It's going to leave us way behind in the next 30 years or so.
Identity Attack0.18546575
Insult0.16817254
Profanity0.352205
Threat0.010783645
Severe Toxicity0.021290002
Moderate 0.31825066 Moderate Con 0.361 Comparative_Framing
Jan 24, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very culture you chose to leave? Why try to transform Canada into the same culture you walked away from? I truly do not understand these people, especially those from India and Muslim communities, who fill public streets with their old cultural rituals...
Identity Attack0.38445538
Insult0.13607834
Profanity0.023243073
Threat0.0072365063
Severe Toxicity0.008850098
Moderate 0.31825066 Constructive 0.646 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage of their public services, lifestyles, and deductions because their own country doesn’t offer them. People prefer to leave their homes and cultures instead of making changes within their own communities. They rather take from others. It’s just sad and lazy.
Identity Attack0.07012023
Insult0.3388922
Profanity0.026590679
Threat0.0068869707
Severe Toxicity0.0045776367
Moderate 0.31686464 Constructive 0.553 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
Identity Attack0.36942887
Insult0.13064787
Profanity0.06546012
Threat0.13815513
Severe Toxicity0.01735206
Moderate 0.31547862 Moderate Con 0.388
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
Identity Attack0.2831485
Insult0.13607834
Profanity0.0864606
Threat0.010576514
Severe Toxicity0.013478675
Moderate 0.31132057 Moderate Con 0.492 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Leave your religion at the door
Leave your religion at the door
Identity Attack0.3072352
Insult0.06984934
Profanity0.046922635
Threat0.03718498
Severe Toxicity0.014188796
Moderate 0.30854854 Low Con 0.221 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
Identity Attack0.37879246
Insult0.076819435
Profanity0.027547138
Threat0.019573374
Severe Toxicity0.0119018555
Moderate 0.30716252 Low Con 0.214 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
Identity Attack0.22859548
Insult0.14874944
Profanity0.12551236
Threat0.021300001
Severe Toxicity0.015092585
Moderate 0.30439767 Low Con 0.182
Jan 27, 2026 Inside Canada's Indian Invasion...
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Please leave Canada , we don’t want you. Canadian youth need jobs now
Please leave Canada , we don’t want you. Canadian youth need jobs now
Identity Attack0.23391083
Insult0.1640896
Profanity0.017982552
Threat0.012647836
Severe Toxicity0.011062622
Moderate 0.30136615 Low Con 0.239 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Identity Attack0.2854555
Insult0.16780703
Profanity0.029050145
Threat0.0069646453
Severe Toxicity0.006828308
Low Tox 0.29953843 Moderate Con 0.415 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens …
Wow. Canadian politicians purposely displaced Canadians with an entirely different culture, without asking them, and created a bubble where they could exist in a pre-existing infrastructure built by the pre-inhabitants while also leaving the citizens to foot the bill for the new cultures dominance, and all the while creating the conditions for the original inhabitants displacement. It's diabolical. No accountability.
Identity Attack0.08583717
Insult0.24561718
Profanity0.08581402
Threat0.0079873605
Severe Toxicity0.0064086914
Low Tox 0.295883 Moderate Con 0.492
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the …
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the help of Diab !
Identity Attack0.038167715
Insult0.17486192
Profanity0.18049006
Threat0.009592636
Severe Toxicity0.007858276
Low Tox 0.2922276 Low Con 0.286 Economic_Argument
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
you also can't forget the asylum seekers making 80 some thousand dollars a year. And a lot of these asylum seekers are frauds. And a lot of these people who are doing this to the …
you also can't forget the asylum seekers making 80 some thousand dollars a year. And a lot of these asylum seekers are frauds. And a lot of these people who are doing this to the system want to leave the country as soon as the system finds out
Identity Attack0.1232452
Insult0.26395
Profanity0.025634222
Threat0.0082074385
Severe Toxicity0.0062942505
Low Tox 0.29039988 Moderate Con 0.375
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be allowed to just up and leave in the millions to any country they want too
Identity Attack0.2831485
Insult0.11616662
Profanity0.08064143
Threat0.010188141
Severe Toxicity0.0119018555
Low Tox 0.2854971 Constructive 0.515 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
Identity Attack0.10221587
Insult0.16831873
Profanity0.020032106
Threat0.031314444
Severe Toxicity0.0066375732
Low Tox 0.2854835 Low Con 0.294
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who lived in Brampton for several years, I learned that in the Indian culture they must look out for their own first. As a Black person looking to rent a place, it was …
As someone who lived in Brampton for several years, I learned that in the Indian culture they must look out for their own first. As a Black person looking to rent a place, it was extremely disheartening (I’m experiencing racism from people darker than me?!). Eventually one landlord told me what was up - they must help their own people and essentially only rent to other Indian people. You see it in all the companies where you have an Indian hiring manager - they are biased to employing only their own. I was left no choice but to leave Brampton.
Identity Attack0.36702603
Insult0.15556364
Profanity0.10178173
Threat0.010938995
Severe Toxicity0.013414118
Low Tox 0.28548008 Constructive 0.737
Sep 21, 2025 104 likes Inside Canada's Indian Metropolis (Brampton)
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 …

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.