Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I don’t like Canada. I …" 884 comments · Page 11 of 36
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals want Canada to be more like Europe - overrun by populations that will turn it into just another Islamist shthl
Identity Attack0.40255263
Insult0.40243408
Profanity0.16357292
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.296 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
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...
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
CANADA IS BROKEN. canada is nothing like it used to be. the corruption is insane.
CANADA IS BROKEN. canada is nothing like it used to be. the corruption is insane.
Identity Attack0.27171627
Insult0.42167732
Profanity0.048175167
Threat0.008272167
Severe Toxicity0.0125103295
Moderate 0.39842087 Low Con 0.149 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday …
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday with my own eyes how these people come to this country and treat/act in it everything from when a fire truck goes by with the lights on they don’t pull over just keep driving I see them constantly park in the handicap parking spot at the td bank up the street the houses on my street that are dirty with garbage are the Indian houses there are so many things I see on the daily they come to this country and either don’t care to learn the laws rules ect or they do learn them and don’t care like it’s absolutely ridiculous the USA and Canada have been ruined by foreigners and thats just the truth thats not me being mean salty racist or anything else negative im just speaking the truth a large percentage of foreigners don’t care about the citizens in whatever country they go to we are minorities in our own countries it’s a disgusting world we are living in
Identity Attack0.4508763
Insult0.37506318
Profanity0.1765991
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.616
Jan 27, 2026 Inside Canada's Indian Invasion...
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
Identity Attack0.28034934
Insult0.35677677
Profanity0.30690086
Threat0.018710058
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.421 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people …
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people work in every fast food joint ther is cause the owners can pay them minimum wage and they don’t cry about it most don’t act like ther in Canada they should adapt our culture not Thers dress like us young people have no we’re to find a job I see cars with punjab on them all over the place how about a Canada flag and some of our clothes I have my room me and my dog I can’t afford to live and cpp cuts me I’m in the lowest bracket ther is so this month I might be homeless they come here get everything I’m 67and I don’t have a pot to piss in o have medical problems and shouldn’t work but I’ve thought of going back to work the cost of living they take m PPP net from me cause they don’t care about us old people I need 7 cases of insure ninth cause I’ve lost to much Weight and now they want a hundred dollar bill for my drug plan a deductable I don’t get it also I’ll be homeless in sept 16 living in a room I won’t be able to find a room I m not a punjab put a Canadian flag on no car not punjab they come here to go to scool work 2 or 3 jobs to bring the rest of ther people here it’s a fact if you want to live here dress and t talk like us why did u leave if you want that culture leave it were you came from exactly leave it at the door
Identity Attack0.2308735
Insult0.4378843
Profanity0.07676199
Threat0.008789998
Severe Toxicity0.013607788
Moderate 0.3972142 Constructive 0.612 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
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)
I feel like no shot all of Canada is India I feel like there’s just a lot of racist people
I feel like no shot all of Canada is India I feel like there’s just a lot of racist people
Identity Attack0.41222036
Insult0.31740165
Profanity0.11292298
Threat0.04363242
Severe Toxicity0.020515325
Moderate 0.3972142 Moderate Con 0.346 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are generally not immigrants but white Canadians, why? Brown families revere family, communal bonds, and dedication/loyal to kin. Will work hard, will be resourceful and they will network very efficiently amongst themselves, whereas Tim, Doug, and Mike from Canada want to drink, frolic, live out their s3xual desires and the few children born to such people end up like these or worse. Short answer, Canada needs taxpayers, Canadians need to have large families again and start having children, which also means taking marriage seriously again and perhaps becoming more religious. The decay of the western man is primarily due to the vices of feminism and liberalism which are horrible and dangerous ideologies, coupled with corrupt politicians and economic turmoil and atheistic mindset. The governments need workers, taxpayers etc and white Canadains are drowing in privledge
Identity Attack0.46028158
Insult0.29383746
Profanity0.10116278
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.495 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do whites act like they own the land wherever they colonise? Indians can leave canada when the European settlers leave Canada
Why do whites act like they own the land wherever they colonise? Indians can leave canada when the European settlers leave Canada
Identity Attack0.46050715
Insult0.17858955
Profanity0.08678388
Threat0.010731863
Severe Toxicity0.018707745
Moderate 0.39669925 Low Con 0.252
Oct 5, 2025 IRCC Names India in Study …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Identity Attack0.36702603
Insult0.40243408
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.01302678
Moderate 0.39644176 Constructive 0.695 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
indians in Canada are like Bangladeshi in india
indians in Canada are like Bangladeshi in india
Identity Attack0.47178617
Insult0.3388922
Profanity0.11601777
Threat0.009281937
Severe Toxicity0.023293832
Moderate 0.39441586 Low Con 0.207 Comparative_Framing
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Identity Attack0.27991617
Insult0.40189892
Profanity0.124631
Threat0.006809296
Severe Toxicity0.01483436
Moderate 0.39231625 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Identity Attack0.37152436
Insult0.36798462
Profanity0.04592061
Threat0.010369381
Severe Toxicity0.018320406
Moderate 0.38811707 Moderate Con 0.359 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers …
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers of this newcomers and free loaders to Canada. Pack up and go where you come from if you don't like the way Canada is. We will be better off without you. Learn the language and respect Canada that gave you opportunity to live in peace.
Identity Attack0.41222036
Insult0.34548226
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.016190045
Moderate 0.38601747 Constructive 0.522
Aug 25, 2025 Why Canadians Are Turning Against …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew up on, but since they have no attachment to it they half ass and don’t make things up to par and make it seem like they’re doing you a favor when you’re paying. So many places are ruined because of this, not just Tim Hortons. However, Tyler postured this as if this is a recent epidemic when Brampton has BEEN known for a lot of Indian immigrants starting in the late 80s and 90s- maybe he mentions this and I missed it or I haven’t got to it yet as I’m midway through the video… Toronto and its areas are very diverse and have been for a long time. Nearby from Brampton in Markham that’s where a lot of Chinese are and you can see it by the business types and you see Chinese lettering under English writing in some places. So why is Tyler acting like this is a rapid epidemic that just started? To ramp you guys up. Again, not denying the fact we have a ton of Indians and have taken in more than ever in the recent years, but these weren’t calm white places that have been overrun like in some of your other videos in Europe, etc.
Identity Attack0.316
Insult0.36798462
Profanity0.33453682
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.802 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
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 …

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.