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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

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Active: "here in my city in …" 524 comments · Page 6 of 21
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I lived 6 years in a city in China. Once an Indian student attempted Rape of Chinese student, since then all Chinese students were afraid and oviod foreign students😢
I lived 6 years in a city in China. Once an Indian student attempted Rape of Chinese student, since then all Chinese students were afraid and oviod foreign students😢
Identity Attack0.40883094
Insult0.21368977
Profanity0.25093055
Threat0.34804323
Severe Toxicity0.029626917
Moderate 0.4014846 Constructive 0.575 Personal_Narrative
Sep 30, 2025 IRCC Names India in Study …
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority …
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority because of a non-existent family value. 90% come from divorced parents or parents who never married. They also are barely interested in taking the responsibility of having children. A generation that turned away from God and wonder why they are getting extinct! It is also pathetic to see a lot of new immigrants not wanting to keep the city clean and carry on some of the good practices of the people who lived here before.
Identity Attack0.44690517
Insult0.40243408
Profanity0.13344458
Threat0.009722093
Severe Toxicity0.020127986
Moderate 0.4014846 Constructive 0.54 Moral_Argument
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Why did our govt pick the largest polluting race on earth to flood our country with? They have already destroyed half our cities!!
Why did our govt pick the largest polluting race on earth to flood our country with? They have already destroyed half our cities!!
Identity Attack0.4139151
Insult0.3393024
Profanity0.08225787
Threat0.1115629
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.266
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites …
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites are just "pressed" because the jobs are going to Indians.
Identity Attack0.50515765
Insult0.20201176
Profanity0.099305905
Threat0.011974656
Severe Toxicity0.022322904
Moderate 0.4013387 Constructive 0.624 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Don't let them come to kitchener. Most racist city in canada
Don't let them come to kitchener. Most racist city in canada
Identity Attack0.39966375
Insult0.33896056
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.015996376
Moderate 0.40060925 Moderate Con 0.303 Identity_Assertion
Feb 22, 2026 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...
same thing happened in Mississauga and Malton over the last 10 years. I dont recognize my own city anymore its all indians now
same thing happened in Mississauga and Malton over the last 10 years. I dont recognize my own city anymore its all indians now
Identity Attack0.5135796
Insult0.20434737
Profanity0.089370176
Threat0.011353259
Severe Toxicity0.023076924
Moderate 0.40060925 Moderate Con 0.442 Identity Attack
Dec 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and services everywhere. This video is sad, and so anti-Canada.
Identity Attack0.2781757
Insult0.40975618
Profanity0.021330157
Threat0.008841781
Severe Toxicity0.012359619
Moderate 0.39842087 Moderate Con 0.336 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Identity Attack0.44690517
Insult0.31740165
Profanity0.16915557
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.601 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The city is a DUMP. 3rd world city
The city is a DUMP. 3rd world city
Identity Attack0.10221587
Insult0.4302003
Profanity0.19770569
Threat0.009281937
Severe Toxicity0.020257099
Moderate 0.3977292 Low Con 0.179
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the …
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the bus, or it's just so crowded and smells so horrible they get on and then walk right off again. I've seen people in tears over it. Increasing taxes to pay for the things this school has abused is a load of BS....and worse, They're spreading like a virus. Situated themselves into Guelph - plans for Milton. And they want to flood each city with immigrants and call themselves a school. It's fraud. greed. and corruption. Go there. you'll see.
Identity Attack0.2127345
Insult0.41530323
Profanity0.16915557
Threat0.010576514
Severe Toxicity0.019224197
Moderate 0.3974717 Constructive 0.52
Oct 10, 2025 IRCC Names India in Study …
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 no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves where they feel safe. Why does every city have a Chinatown? How have Canadians treated Chinese immigrants for the past century? There’s a reason why Richmond and Vancouver have large Chinese populations - because they feel safe in numbers. Whites have created the situation they’re now crying about by being inclusive and racist for decades.
Identity Attack0.46028158
Insult0.27763805
Profanity0.050930742
Threat0.0101363575
Severe Toxicity0.017481172
Moderate 0.39441586 Constructive 0.598 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
Identity Attack0.39870077
Insult0.26957804
Profanity0.108590275
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.39441586 Moderate Con 0.341 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
Identity Attack0.038425524
Insult0.08831572
Profanity0.19524631
Threat0.41623402
Severe Toxicity0.02411546
Moderate 0.39231625 Low Con 0.242 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
New york City metro station American Star poop in NYC metro station
New york City metro station American Star poop in NYC metro station
Identity Attack0.044612918
Insult0.18604483
Profanity0.36225098
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.274 Advertisement_Spam
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now.. The thing is, I don't blame these people for …
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now.. The thing is, I don't blame these people for wanting to seek a better life. I do however blame them for turning the city into a flaming trashcan. We have enough skipthedishes and uber drivers.. we don't need another 500,000 of them.
Identity Attack0.36702603
Insult0.40243408
Profanity0.082581155
Threat0.010110466
Severe Toxicity0.015996376
Moderate 0.39021665 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. The list goes on. We all grew up with immigrants, this country has always welcomed immigration. It’s our culture. Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together. But this!… this is something completely different.
Identity Attack0.11396073
Insult0.4339631
Profanity0.026454043
Threat0.006537435
Severe Toxicity0.0074005127
Moderate 0.38811707 Constructive 0.588 Unverified_Claim
Sep 14, 2025 1 likes 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.