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: "Beautiful you" 173 comments · Page 1 of 7
I am an indian , i left that piece of shit country to be away from india and indians as they are the most uncultured and uneducated people , i will warn u , DO …
I am an indian , i left that piece of shit country to be away from india and indians as they are the most uncultured and uneducated people , i will warn u , DO NOT LET SO MANY INDIANS IN AND DO NOT TURN BEAUTIFUL AND CLEAN COUNTRIES IN INDIA
Identity Attack0.7207808
Insult0.6306599
Profanity0.6321197
Threat0.27637172
Severe Toxicity0.48825464
Toxic 0.83334327 Moderate Con 0.419 Identity Attack Insult Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
Went Canada first time. 1997.. beautiful thought if ever leave Australia it’s here. lol. Went back 2023.. what a shithole…. CANADA, Should just sell their ass to INDIA…😂
Went Canada first time. 1997.. beautiful thought if ever leave Australia it’s here. lol. Went back 2023.. what a shithole…. CANADA, Should just sell their ass to INDIA…😂
Identity Attack0.55044734
Insult0.6308392
Profanity0.67055607
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.7998551 Moderate Con 0.371 Identity Attack Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very …
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very vocal and very loud and get very pissed off when we see our beautiful country being treated like garbage by these disgusting and vulgar immigrants. You are FUCKING with the wrong country if you think you can come here and get away with this shit forever. Canada has been through so much bullshit in the last 50 yrs alone, that we will no longer be pushed into silence. We Love our Beautiful Country to fucking much to see this shit continue to go on. We are not a Country to mess with!
Identity Attack0.55044734
Insult0.65129566
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.4379392
Toxic 0.76523775 Constructive 0.543 Identity Attack Insult
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
@3:13 "... The new Canadians, live amongst themselves, sell amongst themselves, pay no taxes, and they abuse every system this beautiful country has to offer... It's bullshit"
@3:13 "... The new Canadians, live amongst themselves, sell amongst themselves, pay no taxes, and they abuse every system this beautiful country has to offer... It's bullshit"
Identity Attack0.3817989
Insult0.54525656
Profanity0.70864636
Threat0.009955117
Severe Toxicity0.16960317
Toxic 0.7510937 Moderate Con 0.325 Insult
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are …
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are way more beautiful than the Vancouver and Toronto he’s bragging about here in Canada.
Identity Attack0.2783691
Insult0.755201
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.02411546
Toxic 0.71760553 Moderate Con 0.317 Insult Comparative_Framing
Feb 16, 2026 Inside Canada's Indian Invasion...
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
Identity Attack0.28622448
Insult0.6831271
Profanity0.42185885
Threat0.09009721
Severe Toxicity0.16960317
Toxic 0.7105462 Low Con 0.276 Insult Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada is fucked yet they look at us Americans who have regained our country back and tell us there’s something wrong with us. Look inward Canadians. You lost your beautiful country, your Canadian identity, your …
Canada is fucked yet they look at us Americans who have regained our country back and tell us there’s something wrong with us. Look inward Canadians. You lost your beautiful country, your Canadian identity, your housing, your benefits to all those you let into your county from places like India, Pakistan, God knows what else.
Identity Attack0.55044734
Insult0.49151286
Profanity0.6242122
Threat0.011767523
Severe Toxicity0.2391185
Moderate 0.687436 Moderate Con 0.355 Identity Attack
Oct 2, 2025 1 likes IRCC Names India in Study …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of our homes, cars etc; we are sick of them!!!!!
Identity Attack0.5504064
Insult0.64537907
Profanity0.22572558
Threat0.06561559
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.438 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Realle depressing to see beautiful country changing into 3rd world shithole.
Realle depressing to see beautiful country changing into 3rd world shithole.
Identity Attack0.2846865
Insult0.4986907
Profanity0.67055607
Threat0.00866054
Severe Toxicity0.10702737
Moderate 0.6667219 Low Con 0.277 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
So true I come to Canada at 16 started working at 17 pay tax ever since I have never collected anything from the government. Now at 54 I have bad lungs and still haven't use …
So true I come to Canada at 16 started working at 17 pay tax ever since I have never collected anything from the government. Now at 54 I have bad lungs and still haven't use the system. I hurt myself once and apply for WSIB and was denied. So I never try using any else ever since. Canada is becoming a third world country little by little. We elect idiots to run this beautiful country.
Identity Attack0.17226285
Insult0.71120167
Profanity0.2801717
Threat0.009540852
Severe Toxicity0.023076924
Moderate 0.6611249 Constructive 0.673 Insult
Aug 25, 2025 44 likes Why Canadians Are Turning Against …
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
Identity Attack0.0775651
Insult0.4747285
Profanity0.33434898
Threat0.012337137
Severe Toxicity0.1465323
Moderate 0.6491204 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Im sick of everything about these people. I hate their annoying voices,smells,and delusional idea of self-worth. Go back to your garbage pile and make it beautiful if you really are such a smart group of …
Im sick of everything about these people. I hate their annoying voices,smells,and delusional idea of self-worth. Go back to your garbage pile and make it beautiful if you really are such a smart group of people.
Identity Attack0.10221587
Insult0.61794597
Profanity0.29209393
Threat0.03373172
Severe Toxicity0.024678862
Moderate 0.6342749 Low Con 0.259 Insult
Oct 1, 2025 2 likes IRCC Names India in Study …
If you come to this country and dont embrace our culture and our way of life because you believe your way of life in your country is better, that’s fine then stay in your county! …
If you come to this country and dont embrace our culture and our way of life because you believe your way of life in your country is better, that’s fine then stay in your county! But if you left your war torn third world 💩 hole country for a better life than embrace that better life and stop shitting on my beaches! Stop robbing the lcbo and stop fishing our rivers and lakes out of season stop treating my beautiful country like the dirt hole you fled to get away from!
Identity Attack0.46028158
Insult0.5678696
Profanity0.46460027
Threat0.023544617
Severe Toxicity0.20678867
Moderate 0.62702215 Moderate Con 0.399 Insult
Sep 16, 2025 Why Canadians Are Turning Against …
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Identity Attack0.57150364
Insult0.54525656
Profanity0.15019037
Threat0.009023022
Severe Toxicity0.104393706
Moderate 0.6027529 Low Con 0.261 Identity Attack Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
As soon as I saw the monkey statue, I knew it was Brampton. Once a beautiful quiet town now devastated by Indians turning it to a sh!thole they escaped from.
Identity Attack0.55011386
Insult0.5270482
Profanity0.5365423
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.403 Identity Attack Insult Identity_Assertion
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its …
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its a shithole too...
Identity Attack0.06522302
Insult0.49389273
Profanity0.4756165
Threat0.01508414
Severe Toxicity0.045767322
Moderate 0.5779532 Moderate Con 0.483 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
Identity Attack0.6007182
Insult0.38852
Profanity0.240511
Threat0.13815513
Severe Toxicity0.21596274
Moderate 0.55739564 Moderate Con 0.43 Identity Attack
Sep 30, 2025 1 likes IRCC Names India in Study …
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...
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Illegal immigration and greedy politicians have sucked the beautiful country and its multi cultural population. Canadian people are leaving the country or living in worries
Illegal immigration and greedy politicians have sucked the beautiful country and its multi cultural population. Canadian people are leaving the country or living in worries
Identity Attack0.41975367
Insult0.489133
Profanity0.34391102
Threat0.010447056
Severe Toxicity0.024631912
Moderate 0.51980776 Moderate Con 0.479
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
That white guy on the bike is such a fucking beauty. Protect him.
That white guy on the bike is such a fucking beauty. Protect him.
Identity Attack0.3817989
Insult0.3388922
Profanity0.6750904
Threat0.014738814
Severe Toxicity0.049354076
Moderate 0.51980776 Moderate Con 0.416
Feb 4, 2026 Inside Canada's Indian Invasion...
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Identity Attack0.4887047
Insult0.5101222
Profanity0.11601777
Threat0.030623792
Severe Toxicity0.02402156
Moderate 0.51980776 Moderate Con 0.306 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new …
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new immigrants are trying to change the country to suit themselves. 🇯🇲🇨🇦
Identity Attack0.34649673
Insult0.46923602
Profanity0.4862434
Threat0.010188141
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.583
Aug 25, 2025 40 likes Why Canadians Are Turning Against …
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
Identity Attack0.28034934
Insult0.563347
Profanity0.08322773
Threat0.024753258
Severe Toxicity0.02116089
Moderate 0.509388 Moderate Con 0.357 Insult Policy_Critique
Aug 25, 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.