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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: "In future there will be …" 189 comments · Page 2 of 8
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women and children, like CANDIAN RIGHTS for women and children. INDIA has the highest rapes rates and is the worst country in the world for HUMAN SACRIFICE of brutal rape victims , innocent women and children who are raped and then stoned to death over a thousand a year ...according to the UNITED NATIONS website: India is the worst country in 2024 A.D. for human sacrifices of innocent women rape victims, with well over 1400 reported human sacrifices by stoning. Our country needs to put women's rights into the immigrational policies regarding the standards of civilizations to immigrate from to replace our tax paying families Canadians at our childrens and grandchildren's future jobs, housing and educational seatings...at least replace our families future by immigrating from countries that still don't perform HUMAN SACRIFICES, there's hundreds of countries to immigrate from besides the ones involved in the yearly middle eastern genocide of innocent women and little girls who get murdered by the tens of thousands annually for reporting they have been raped , and then murdered by their closest male family members to to prove their obedience by committing the murders with ROCKS to appease their ancient gods wrath and hatred towards the woman for supposedly enticing the rape....stop condoning the genocide of these women and put our foot down to immigrating from countries like the ones that have the lowest women's and children rights on the planet. This is taking a savagely major step backwards in our advanced modern civilization of Canada, we do not stone innocent women and little girls or boys to death when they complain of being raped, we prosecute the sexual predator, then slap him on the wrist with probation of a hotel jail with room service and free heat and lights and hot showers and a new identity when released after a few months, so they can continue to rape and molest children for the rest of their lives, making hundreds of victims by the day they die...that's the cowardly Canadian way...this is why the country with the highest rape and child molestation rates globally and human sacrifices of these victims is moving here and our cowardly sellout government allows it, we are COWARDS that don't stand up for our women's rights, cowardly men that allow rapist to run around free raping our women and children until the day they die and filming their heinous crimes to sell on the internet, being Canadian is being a COWARD these days. CANADA had immigrational standards based on reflecting our societies ethical stances of common moralities with a stern respectable justice system that protected women's and childrens rights , in 1892 A.D. in NOVA SCOTA we executed men caught red-handed raping innocent women and children or put them in a profitable work prison until the day they DIED, we had a backbone and weren't spinless jelly fish.
Identity Attack0.4887047
Insult0.36193377
Profanity0.1110661
Threat0.24878941
Severe Toxicity0.031420294
Moderate 0.4269174 Constructive 0.534 Unverified_Claim
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number of Indians in Canada we are facing racism in jobs hiring the same will happen to our children deport the scammers they are a threat to this country
Identity Attack0.46028158
Insult0.4302003
Profanity0.047674157
Threat0.04167421
Severe Toxicity0.022710243
Moderate 0.4269174 Moderate Con 0.466
Oct 3, 2025 1 likes IRCC Names India in Study …
Be aware of sikkus. , ,, believe me or not this people are future terrorists. , ......mn
Be aware of sikkus. , ,, believe me or not this people are future terrorists. , ......mn
Identity Attack0.27682206
Insult0.36939126
Profanity0.11601777
Threat0.13313138
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.194
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a …
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a place with white majority idc care about racism at this point.
Identity Attack0.46614665
Insult0.3126888
Profanity0.19401662
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.483 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
In future Indian will attack Canadian for eating beef and force them to eat cow dung
In future Indian will attack Canadian for eating beef and force them to eat cow dung
Identity Attack0.45348886
Insult0.16861114
Profanity0.10240069
Threat0.34827536
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.16 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Blind Liberals Voters should watch this,They r voting and ruining future of their kids
Blind Liberals Voters should watch this,They r voting and ruining future of their kids
Identity Attack0.28622448
Insult0.40975618
Profanity0.0684662
Threat0.015774792
Severe Toxicity0.015092585
Moderate 0.4014846 Low Con 0.154
Oct 11, 2025 IRCC Names India in Study …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person who move to canada for better future they working hard 10 to 12 hours a day.. or some times 18 hrs. & u guys can do that???? even low salary or low wages they working like donkeysss.... you guys have this capacityy to work like them... ?????????
Identity Attack0.28034934
Insult0.42567953
Profanity0.089693464
Threat0.007327127
Severe Toxicity0.014705247
Moderate 0.3972142 Constructive 0.544 Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what …
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what is happening now. So I hope everyone realizes and remembers that and for any albertan. Watching this and reading these comments, if you want your CPP and AOS in the future, if you decide to back Danielle Smith on this garbage separation, you will never see it. Don't forget the disability. Credit does not go to the people that are on ache. It goes right straight to Danielle Smith. And that's where your CPP noas will go. So if you're close to retirement and a hillbilly, you better have a good nest. Egg saved
Identity Attack0.04667538
Insult0.43450394
Profanity0.09034003
Threat0.10542984
Severe Toxicity0.01573815
Moderate 0.3972142 Constructive 0.583 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin …
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin is from 🍁Canada dating back to *PRIOR 1970. Yes that will include some white peoples. Everyone intermix OR ELSE 😡💵📉❕ There - I solved the issue.... and probably will be arrested for being a "race supremacist," for suggesting intermarriage😆Oh God the irony is INSANE ❗
Identity Attack0.41222036
Insult0.25205973
Profanity0.1554785
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.474
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
Identity Attack0.44690517
Insult0.18107465
Profanity0.09324962
Threat0.020609349
Severe Toxicity0.020515325
Moderate 0.37751234 Moderate Con 0.412 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We are encouraging fraudulent asylum seekers. Overhaul the whole system. There is no reason why Mexicans, Indians and those from functioning democracies should be allowed to seek asylum. Leave voluntarily or be removed forcibly with …
We are encouraging fraudulent asylum seekers. Overhaul the whole system. There is no reason why Mexicans, Indians and those from functioning democracies should be allowed to seek asylum. Leave voluntarily or be removed forcibly with no prospect of future return.
Identity Attack0.43896464
Insult0.24561718
Profanity0.049427703
Threat0.13650303
Severe Toxicity0.021290002
Moderate 0.37751234 Moderate Con 0.311 Policy_Critique
Feb 23, 2026 3 likes 'We do know that there's …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Funny, if there is such shortage why the hell I am not getting a job interview (even in places like walmart) for the past six months. The channel should focus on the unemployed citizens rather …
Funny, if there is such shortage why the hell I am not getting a job interview (even in places like walmart) for the past six months. The channel should focus on the unemployed citizens rather than future immigrants.
Identity Attack0.1035157
Insult0.20668297
Profanity0.36602396
Threat0.008505191
Severe Toxicity0.016060932
Moderate 0.37073207 Constructive 0.543 Policy_Critique
Jan 19, 2026 16 likes Why Canada’s immigration system has …
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
in quebec since we tried to seperate from canda because of mass imigration ... jobless homeless no futur ottawa his kiling us with mass imigration french people are diying
in quebec since we tried to seperate from canda because of mass imigration ... jobless homeless no futur ottawa his kiling us with mass imigration french people are diying
Identity Attack0.36702603
Insult0.15556364
Profanity0.03339528
Threat0.18597278
Severe Toxicity0.016254602
Moderate 0.34757367 Moderate Con 0.393 Fear_Threat
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish …
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish school mates, my Irish neighbours & Irish colleagues have never made me feel insecure about my color or origins. However in the last five years, some communities like the pakistanis, brazilians & nigerians started creating their ghettos despite the fact that the Irish did not discriminate. They "rule" their ghettos as if they're sovereign territories and do not interact with the Irish, who loves a good banter & socializing. Now the Irish are feeling insecure & one can feel, hear & see the change in attitudes towards immigrants. I fear that in the future i may face the consequences of some other people's decision to stand out instead of mixing. It is quite sad actually!
Identity Attack0.40883094
Insult0.24171697
Profanity0.19893537
Threat0.026652548
Severe Toxicity0.022322904
Moderate 0.3389984 Constructive 0.836 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Identity Attack0.3817989
Insult0.15769513
Profanity0.07514556
Threat0.011249693
Severe Toxicity0.01322045
Moderate 0.3389984 Constructive 0.53 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Identity Attack0.21866
Insult0.33896056
Profanity0.079025
Threat0.008712323
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.297 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Identity Attack0.38699543
Insult0.22770336
Profanity0.026180768
Threat0.009618527
Severe Toxicity0.0127685545
Moderate 0.3389984 Constructive 0.541
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Identity Attack0.10221587
Insult0.23237456
Profanity0.020373698
Threat0.19229786
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Identity Attack0.37292135
Insult0.24424846
Profanity0.057944927
Threat0.011094344
Severe Toxicity0.012054443
Moderate 0.33504707 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Canada is becoming more Indian and will become more so in the future. This is a shame for Canada. There are so many idols of other countries in the country. Where is the culture of …
Canada is becoming more Indian and will become more so in the future. This is a shame for Canada. There are so many idols of other countries in the country. Where is the culture of Canada??
Identity Attack0.38176915
Insult0.20668297
Profanity0.019212283
Threat0.007029374
Severe Toxicity0.011367798
Moderate 0.32971194 Moderate Con 0.468 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

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

Prosocial (7)

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