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: "😂😂 some of the best …" 247 comments · Page 2 of 10
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back …
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back to your country
Identity Attack0.5913144
Insult0.36798462
Profanity0.078378424
Threat0.017846745
Severe Toxicity0.0475607
Moderate 0.509388 Moderate Con 0.364 Identity Attack Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has …
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has a legitimate license or training think again. Totally corrupt.
Identity Attack0.37655997
Insult0.5177041
Profanity0.20700185
Threat0.009230154
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.381 Insult
Sep 21, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
best part is they erect these idols to indian gods in our strip mall parking lots
best part is they erect these idols to indian gods in our strip mall parking lots
Identity Attack0.45348886
Insult0.344702
Profanity0.39409557
Threat0.108496375
Severe Toxicity0.16960317
Moderate 0.50503236 Low Con 0.195 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Probably have the best food!!!! And at least theyre not muslims
Probably have the best food!!!! And at least theyre not muslims
Identity Attack0.5948528
Insult0.27558193
Profanity0.16217725
Threat0.013269233
Severe Toxicity0.038593806
Moderate 0.5024724 Low Con 0.286 Identity Attack
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Best thing that Alberta did was boot Kenney out. He’s a liberal blowhole.
Best thing that Alberta did was boot Kenney out. He’s a liberal blowhole.
Identity Attack0.10221587
Insult0.53014356
Profanity0.29209393
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.4977744 Low Con 0.238 Insult Meta_Commentary
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you have to pack these items away before I continue. In the meantime I'm getting my bags out and trying my best to hurry because the line is very long she's just standing there looking around instead of offering to help me pack up my groceries no ..... SHE doesn't do that. She's standing there. I found it very rude, disrespectful, disgusting and no help for another human being.. they have no compassion for our Canadian people. It's disgusting I'm truly thinking of boycotting Walmart. They need to be back in there own country. Not to come here and behave this way. Canada is Done. Our government should be ashamed of themselves. To treat their own people like garage. But they will pay for their EVILNESS
Identity Attack0.50588524
Insult0.48627716
Profanity0.21564959
Threat0.014738814
Severe Toxicity0.023692908
Moderate 0.48141238 Constructive 0.643 Identity Attack Personal_Narrative
Aug 30, 2025 Why Canadians Are Turning Against …
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Identity Attack0.46028158
Insult0.33964422
Profanity0.2356715
Threat0.146441
Severe Toxicity0.0912254
Moderate 0.47900817 Moderate Con 0.361 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Everything here is exaggerated, you just looking for views, I’m not Indian, Brampton is one of the best cities in Canada and none of these things you mentioned exists in Brampton. Stop the trash talks …
Everything here is exaggerated, you just looking for views, I’m not Indian, Brampton is one of the best cities in Canada and none of these things you mentioned exists in Brampton. Stop the trash talks already
Identity Attack0.16373143
Insult0.5130944
Profanity0.14754629
Threat0.0072235605
Severe Toxicity0.0127685545
Moderate 0.47119883 Moderate Con 0.466 Insult
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. …
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. Was genuine in my effort & was able to secure a good job and I still have this ick at the back of the mind that I might be seen with disgust because of how tarnished our reputation is of lately, despite trying my best to contribute my fair share to the society, to this beautiful country. Hope you Canadians understand the plight of honest ones amongst the sea of frauds, I hope you do!
Identity Attack0.40883094
Insult0.42743355
Profanity0.39409557
Threat0.016638106
Severe Toxicity0.03321367
Moderate 0.47119883 Constructive 0.809 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I would take the worst sikh over the best muslim.
I would take the worst sikh over the best muslim.
Identity Attack0.55044734
Insult0.34135336
Profanity0.20262444
Threat0.06658544
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.339 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Identity Attack0.5124616
Insult0.36193377
Profanity0.032894265
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.301 Identity Attack Moral_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
Identity Attack0.2783691
Insult0.50440645
Profanity0.25824076
Threat0.008841781
Severe Toxicity0.018320406
Moderate 0.45396814 Constructive 0.515 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever …
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever will.
Identity Attack0.48949075
Insult0.40243408
Profanity0.058445938
Threat0.00780612
Severe Toxicity0.017029278
Moderate 0.4421347 Moderate Con 0.479 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The DIRTIEST Scam in India 💩👞,,,you tube it,very funny,one the best video on yt!
The DIRTIEST Scam in India 💩👞,,,you tube it,very funny,one the best video on yt!
Identity Attack0.28883415
Insult0.34314156
Profanity0.28708664
Threat0.071698055
Severe Toxicity0.109661035
Moderate 0.4398409 Moderate Con 0.315
Jan 27, 2026 Inside Canada's Indian Invasion...
They all say we are the same. They are on their best behaviour while on camera: of course they would be. But so many shit on beaches and even peoples lawns. Some of them might …
They all say we are the same. They are on their best behaviour while on camera: of course they would be. But so many shit on beaches and even peoples lawns. Some of them might be great but a large majority are not. The food banks are empty. They are coming and receiving money and care that our own citizens cant get. Its just too much. Maybe some are amazing but its just too much
Identity Attack0.031464707
Insult0.34101152
Profanity0.4756165
Threat0.0086087575
Severe Toxicity0.022193791
Moderate 0.4394682 Constructive 0.573
Dec 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Identity Attack0.38826546
Insult0.46774593
Profanity0.08290444
Threat0.009074804
Severe Toxicity0.016190045
Moderate 0.4394682 Moderate Con 0.399 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
😹 you are insane in the best way
😹 you are insane in the best way
Identity Attack0.017063495
Insult0.44802538
Profanity0.2395431
Threat0.009437286
Severe Toxicity0.018707745
Moderate 0.43230394 Low Con 0.25 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
In Vancouver it’s brown everywhere you look. It’s horrible!! All you can do is just try your best to self-segregate.
In Vancouver it’s brown everywhere you look. It’s horrible!! All you can do is just try your best to self-segregate.
Identity Attack0.44690517
Insult0.37052566
Profanity0.089693464
Threat0.011249693
Severe Toxicity0.021290002
Moderate 0.4269174 Constructive 0.51
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Damn bro I worked there for some time in a warehouse that needed my help. I actually wanted to transfer to Canada after that experience it wasn’t anything like this lol. Brampton wasn’t always the …
Damn bro I worked there for some time in a warehouse that needed my help. I actually wanted to transfer to Canada after that experience it wasn’t anything like this lol. Brampton wasn’t always the best area I guess by Canadian standards but it wasn’t closely the same as this 12 years ago.
Identity Attack0.043581683
Insult0.24424846
Profanity0.5013569
Threat0.008634649
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.667
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Also a porkistani seething,best video i watched today ticked all the boxes. 😂🇮🇳🙏🙏🙏 Ram Ram
Also a porkistani seething,best video i watched today ticked all the boxes. 😂🇮🇳🙏🙏🙏 Ram Ram
Identity Attack0.41222036
Insult0.44464502
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.23223256
Moderate 0.40891263 Moderate Con 0.401 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
thanks to them , do it as best as possible to destroy this country
thanks to them , do it as best as possible to destroy this country
Identity Attack0.15517195
Insult0.09855611
Profanity0.10425757
Threat0.4326697
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.314 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
grew up in Brampton I was at one time considered one the best and safest places to live in Canada, now it's becoming filthy and has a higher crime rate then a lot of American …
grew up in Brampton I was at one time considered one the best and safest places to live in Canada, now it's becoming filthy and has a higher crime rate then a lot of American ghettos
Identity Attack0.381025
Insult0.41767508
Profanity0.15635987
Threat0.008466354
Severe Toxicity0.017803956
Moderate 0.40060925 Constructive 0.605 Personal_Narrative
Jan 3, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)

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.