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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: "You can complain about it …" 289 comments · Page 4 of 12
I told you so but I was labelled racist and a complaining black man! I was born and raised in Canada and serving my country! This is shameful!
I told you so but I was labelled racist and a complaining black man! I was born and raised in Canada and serving my country! This is shameful!
Identity Attack0.4482637
Insult0.39297962
Profanity0.06596114
Threat0.008582866
Severe Toxicity0.018320406
Moderate 0.4274071 Constructive 0.536
Oct 19, 2025 IRCC Names India in Study …
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
YOU. BROUGHT. IMMIGRANTS HERE. STOP 🛑 COMPLAINING 😂😂😂
Identity Attack0.41975367
Insult0.25404143
Profanity0.10549548
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.208 Humor_Satire
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
White immigrants complaining about other immigrants
White immigrants complaining about other immigrants
Identity Attack0.50125694
Insult0.24424846
Profanity0.13432594
Threat0.01119791
Severe Toxicity0.019482423
Moderate 0.4269174 Low Con 0.278 Identity Attack Humor_Satire
Feb 7, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
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)
Bro you white people complaining when that land ain't yours
Bro you white people complaining when that land ain't yours
Identity Attack0.48915586
Insult0.25205973
Profanity0.16264248
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.222 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
People looking at me like I’m a migrant and I’m First Nations frigging euro migrants complaining about migrants lol
People looking at me like I’m a migrant and I’m First Nations frigging euro migrants complaining about migrants lol
Identity Attack0.44690517
Insult0.3388922
Profanity0.32658687
Threat0.015602129
Severe Toxicity0.023270357
Moderate 0.42349213 Moderate Con 0.383 Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they …
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they looted the world and now you're crying.
Identity Attack0.32184324
Insult0.34203702
Profanity0.091633186
Threat0.12536226
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.428
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism …
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism needs to die.
Identity Attack0.46028158
Insult0.22770336
Profanity0.08225787
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.469 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Natural evolution,like how whitenised indians are complaining !
Natural evolution,like how whitenised indians are complaining !
Identity Attack0.48915586
Insult0.3388922
Profanity0.16357292
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.133
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Identity Attack0.38699543
Insult0.34314156
Profanity0.4185329
Threat0.13127698
Severe Toxicity0.0394905
Moderate 0.40336934 Constructive 0.568 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others I hate those because they …
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others I hate those because they complain the most about discrimination and they are the first racist in the line and I hate them because they made my life impossible and for them I am homeless
Identity Attack0.2831485
Insult0.36709076
Profanity0.1184936
Threat0.037530303
Severe Toxicity0.022452017
Moderate 0.4014846 Moderate Con 0.486 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
Identity Attack0.21668483
Insult0.2817503
Profanity0.33141375
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.391
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
when a female Asian is complaining about their driving that speaks volumes 😂
when a female Asian is complaining about their driving that speaks volumes 😂
Identity Attack0.46028158
Insult0.24903896
Profanity0.14049543
Threat0.009385503
Severe Toxicity0.019611536
Moderate 0.3977292 Low Con 0.285 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Identity Attack0.46028158
Insult0.19225755
Profanity0.1854088
Threat0.059796512
Severe Toxicity0.023364257
Moderate 0.39669925 Moderate Con 0.362 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and …
What do you expect if the birth rate among white women is so low? What do you complain about? White guys want to have AT LEAST 3 children per family just to replace themselves and create one new member of society.
Identity Attack0.46028158
Insult0.1935001
Profanity0.096805766
Threat0.012440704
Severe Toxicity0.020644438
Moderate 0.39644176 Moderate Con 0.325 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
White people complaining after taking land forcefully from the natives 😅
White people complaining after taking land forcefully from the natives 😅
Identity Attack0.46028158
Insult0.16802633
Profanity0.10920923
Threat0.025616571
Severe Toxicity0.019998873
Moderate 0.39441586 Low Con 0.18
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution …
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution of all ethnics and races...after mid 2000s was when immigration went of the rope for europe and north america and all sorts of looneys got through...and because of them the good immigrants from prior are suffering the most as they are also seen as pests...
Identity Attack0.36702603
Insult0.40420914
Profanity0.08678388
Threat0.00899713
Severe Toxicity0.01483436
Moderate 0.39231625 Constructive 0.621
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
So white people from Europe are complaining about emigrants lol
So white people from Europe are complaining about emigrants lol
Identity Attack0.45610145
Insult0.16802633
Profanity0.12639372
Threat0.009411395
Severe Toxicity0.01735206
Moderate 0.39021665 Low Con 0.256 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually …
No one has ownership of a country. That is the problem, people, specifically whites, thinking they have the right to dictate who lives in a country they have no ownership rights too. These people actually believe it’s their country alone. and it’s not just Canada, it’s a universal privilege they believe they have. It’s a mental illness rooted in hate. Go buy an island and complain over that.
Identity Attack0.38246045
Insult0.36365277
Profanity0.036651865
Threat0.008349842
Severe Toxicity0.01302678
Moderate 0.3827457 Moderate Con 0.333
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about …
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about assimilation? The world is changing.
Identity Attack0.4830652
Insult0.16817254
Profanity0.043415543
Threat0.00756015
Severe Toxicity0.015350811
Moderate 0.3827457 Moderate Con 0.451
Aug 27, 2025 Why Canadians Are Turning Against …
One immigrants complaining another. 😂
One immigrants complaining another. 😂
Identity Attack0.44690517
Insult0.24928534
Profanity0.055940874
Threat0.007534259
Severe Toxicity0.01159668
Moderate 0.37795907 Low Con 0.202 Humor_Satire
Feb 27, 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.