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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: "On the outside we are …" 132 comments · Page 1 of 6
Juts first see Refugee and asylm who are doing shit and govet is paying them... this is ehole fucking helerius system.. now Mr. CARNETLY IS BUILING A WOOD BOX SO CALLED HOUSE 13B for 4000 …
Juts first see Refugee and asylm who are doing shit and govet is paying them... this is ehole fucking helerius system.. now Mr. CARNETLY IS BUILING A WOOD BOX SO CALLED HOUSE 13B for 4000 so common guys wakeup what the whole system is doing why we choose our politician, Rapust crimisnal are outside right after 12 hours of crime or even less just because fucking law is there... vhange it and sustain this nation as i respectbit has own value ancestors are scarifices to save it but now all fuckedup
Identity Attack0.458714
Insult0.6308392
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.45895407
Toxic 0.83334327 Moderate Con 0.485 Insult
Sep 29, 2025 IRCC Names India in Study …
Punjabis are the worst people in the world.. on that if they are "Sikh"... My god the shittiest people on earth. They'll eat and live in India but when they go outside they shit on …
Punjabis are the worst people in the world.. on that if they are "Sikh"... My god the shittiest people on earth. They'll eat and live in India but when they go outside they shit on India any chance the get. 😢
Identity Attack0.7426507
Insult0.68668073
Profanity0.68353343
Threat0.2836219
Severe Toxicity0.52737635
Toxic 0.8252207 Moderate Con 0.324 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
Surrey, BC, has the biggest indian population outside of India in the entire world. 4 million Indian people, fuckin gross.
Surrey, BC, has the biggest indian population outside of India in the entire world. 4 million Indian people, fuckin gross.
Identity Attack0.55044734
Insult0.5678696
Profanity0.764141
Threat0.01508414
Severe Toxicity0.34981552
Toxic 0.78711975 Moderate Con 0.307 Identity Attack Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably any other province or city you got homeless white canadian's smoking phentanyl. I hope that's not canadian culture. Blame your system and not only immigrants. A lot of people from outside are the reasons you guys are surviving today, infact 90% of your country's economy based on immigration. Canada only has false hopes, joblessness and homelessness for everybody because the government has completely failed and is only running sham schemes to fill their pockets.
Identity Attack0.55011386
Insult0.6051471
Profanity0.64657205
Threat0.045572113
Severe Toxicity0.3532795
Toxic 0.7252971 Constructive 0.524 Identity Attack Insult Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
why are losers always blamming immigratns, its funny? you are saying there is no successful whites there rofl... locals always hate it when outsiders succeed more than them.. just losers
why are losers always blamming immigratns, its funny? you are saying there is no successful whites there rofl... locals always hate it when outsiders succeed more than them.. just losers
Identity Attack0.48949075
Insult0.71120167
Profanity0.22562476
Threat0.009566744
Severe Toxicity0.024350211
Toxic 0.72028047 Low Con 0.251 Insult
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
Identity Attack0.57957685
Insult0.5130944
Profanity0.38343847
Threat0.03787563
Severe Toxicity0.45895407
Moderate 0.61223894 Low Con 0.237 Identity Attack Insult
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
Identity Attack0.57957685
Insult0.5130944
Profanity0.38343847
Threat0.03787563
Severe Toxicity0.45895407
Moderate 0.61223894 Low Con 0.232 Identity Attack Insult Fear_Threat
Nov 11, 2025 Why Canadians Are Turning Against …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Identity Attack0.17381613
Insult0.6500014
Profanity0.094542764
Threat0.03373172
Severe Toxicity0.022322904
Moderate 0.5921536 Low Con 0.24 Insult Unverified_Claim
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up …
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up until 3am, and disturb all the folks trying to sleep, and terrorize dogs kept outside. Diwali has gotten so bad one year, the city had to issue air pollution warnings due to the amount of fireworks. They've also found out some time ago that there was a basement where they had 30+ different individuals living there, packed like a can of sardines. The sikhs are absolute ass at driving, and they run the trucking industry. Accidents everywhere. Brampton has developed a real bad name over the years. Absolute shit city.
Identity Attack0.55044734
Insult0.5130944
Profanity0.55356324
Threat0.28031203
Severe Toxicity0.34938923
Moderate 0.5885171 Constructive 0.595 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash was pizza boxs, ice cream wrappers ect. I went out to work at 4:30 and it was a grown ass man walking out oh his house and dumping shit in my truck. I started asking what the hell was he was doing, he started threatning me i told him ill call the cops. Next morning i go out to my truck and almost got run over by a "mysterious" driver. Theyre disgusting people. I saw a giant black blob on the ground, shined a flashlight on it and it was thousands of roaches. They dont pay taxes because they donate their entire check to the temple and the temple cuts them the full check back. Its a huge scam
Identity Attack0.4774257
Insult0.5130944
Profanity0.596623
Threat0.13532294
Severe Toxicity0.20984669
Moderate 0.5885171 Constructive 0.594 Insult Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
9:00 Guy complaining about people walking around naked in their own homes. DUDE, you are walking around naked OUTSIDE wtf. 😂
Identity Attack0.099899694
Insult0.2817503
Profanity0.44249827
Threat0.039256934
Severe Toxicity0.1597006
Moderate 0.5721988 Low Con 0.299
Jan 14, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Identity Attack0.57150364
Insult0.4378843
Profanity0.27747265
Threat0.3993542
Severe Toxicity0.25624833
Moderate 0.56269526 Low Con 0.218 Identity Attack
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I believe we have to stop immigration. The Indian's don't assimilate. Illegal fireworks during Diwali, they don't marry outside their culture. Unless your an Indian male, then you have the option to marry whomever you …
I believe we have to stop immigration. The Indian's don't assimilate. Illegal fireworks during Diwali, they don't marry outside their culture. Unless your an Indian male, then you have the option to marry whomever you like. I'd be more accepting if they themselves weren't so F-ing racist !
Identity Attack0.5502601
Insult0.49151286
Profanity0.39409557
Threat0.015256803
Severe Toxicity0.08859174
Moderate 0.54823303 Moderate Con 0.477 Identity Attack
Jan 7, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate they get and i cant wait until Canadians finally send them all home. Not to mention they live like complete animals 5-10 of them in a 2 bedroom apartment (ive seen it with my own eyes delivering furniture). They then save up their money as a group buy up a business then only hire their own. They are a disgusting group of people t hat need to be banned from every country outside of their own.
Identity Attack0.5707127
Insult0.5332045
Profanity0.19401662
Threat0.045572113
Severe Toxicity0.15179962
Moderate 0.52811706 Constructive 0.523 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There's no Indian Invasion, there's Invasion of Canadian being lazy, that require outside help. This is western disease.
There's no Indian Invasion, there's Invasion of Canadian being lazy, that require outside help. This is western disease.
Identity Attack0.48990932
Insult0.5130944
Profanity0.06345607
Threat0.008582866
Severe Toxicity0.023076924
Moderate 0.49139655 Low Con 0.114 Insult Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated …
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated acceptable to Ontario. I do not have a family doctor, only a walk-in clinic pill pusher. I have disability, disease, and damage. I am not employed, I do not have an education or access to business learning. No money is a degree of poverty in Canada. I couldn't engineer anything outside of daydreaming from my also unemployed father's basement. I am a visual disability in legislated poverty. I own nothing, and I am not happy. Why are immigrants coming to Canada? There is no point.
Identity Attack0.21866
Insult0.40243408
Profanity0.48510036
Threat0.0116639575
Severe Toxicity0.04397394
Moderate 0.47473195 Constructive 0.578
Jun 19, 2025 1 likes How Canada broke its immigration …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and …
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and destroy everything and make it ugly.
Identity Attack0.5135796
Insult0.41767508
Profanity0.14490221
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.415 Identity Attack Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I love this Polish guy… when he say they are dirty people. They don’t close the window, they walk around naked while he is walking naked outside..😀😀😀
I love this Polish guy… when he say they are dirty people. They don’t close the window, they walk around naked while he is walking naked outside..😀😀😀
Identity Attack0.37012735
Insult0.36798462
Profanity0.3320008
Threat0.058180105
Severe Toxicity0.024960563
Moderate 0.47119883 Moderate Con 0.399 Humor_Satire
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Identity Attack0.4931391
Insult0.48313886
Profanity0.16031636
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.477 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
Identity Attack0.46028158
Insult0.36798462
Profanity0.32658687
Threat0.04201601
Severe Toxicity0.23225145
Moderate 0.47119883 Low Con 0.255 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
🚩🚩🚩Indians r Most Racist to fellow Indians but feel offended when other Racists do racism with them yet dont learn. Shows racism in India and complain about Racism outside
🚩🚩🚩Indians r Most Racist to fellow Indians but feel offended when other Racists do racism with them yet dont learn. Shows racism in India and complain about Racism outside
Identity Attack0.5108175
Insult0.4710501
Profanity0.2188925
Threat0.09929679
Severe Toxicity0.20373066
Moderate 0.4645176 Low Con 0.251 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and …
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and they take ganesh and hanuman with them. Thats why you see them through their idols in rivers. If india sends 1 million indians to every country in the world, they will still be the most populated country in the world.
Identity Attack0.5124616
Insult0.44126466
Profanity0.29209393
Threat0.05430072
Severe Toxicity0.1597006
Moderate 0.45396814 Moderate Con 0.356 Identity Attack Unverified_Claim
Feb 3, 2026 1 likes 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.