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: Tox: 0.5 – 1 4,704 comments · Page 186 of 189
HAHAHAHAHAH CANADA GOT SCAMMED BY INDIAN FAKE PASSPORT 😂😂😂😂😂
HAHAHAHAHAH CANADA GOT SCAMMED BY INDIAN FAKE PASSPORT 😂😂😂😂😂
Identity Attack0.5051609
Insult0.40243408
Profanity0.16915557
Threat0.012751401
Severe Toxicity0.041283876
Moderate 0.50503236 Low Con 0.147 Identity Attack
Sep 27, 2025 1 likes IRCC Names India in Study …
The racism against Africans in this video is disgraceful 🤮🤮🤮
The racism against Africans in this video is disgraceful 🤮🤮🤮
Identity Attack0.45348886
Insult0.27146968
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.034110364
Moderate 0.50503236 Low Con 0.239 Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
You’re not a journalist. You’re a rage baiter.
You’re not a journalist. You’re a rage baiter.
Identity Attack0.04048799
Insult0.5678696
Profanity0.16589902
Threat0.008738215
Severe Toxicity0.018707745
Moderate 0.50503236 Low Con 0.127 Insult Meta_Commentary
Feb 8, 2026 3 likes Inside Canada's Indian Invasion...
Indian colonization ... Crazy
Indian colonization ... Crazy
Identity Attack0.48915586
Insult0.47357693
Profanity0.23083201
Threat0.012596053
Severe Toxicity0.02430326
Moderate 0.50503236 Moderate Con 0.334
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re working at Tim Hortons and smelling awful
They’re working at Tim Hortons and smelling awful
Identity Attack0.06476828
Insult0.48627716
Profanity0.23083201
Threat0.008738215
Severe Toxicity0.02258113
Moderate 0.50503236 Low Con 0.296 Identity_Assertion
Nov 26, 2025 1 likes IRCC Names India in Study …
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Identity Attack0.57150364
Insult0.29855028
Profanity0.15283443
Threat0.16699752
Severe Toxicity0.03590374
Moderate 0.50503236 Low Con 0.2 Identity Attack
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father …
As a Canadian Immigrant , I am sick and tired of these people coming to Canada with the expectation of a free ride , and shoving their Culture and Religion down our throats. My father worked hard all his life to support the family , and we became Canadians, learned the language and support ourselves . These New Comers are simply disgusting, disrespectful and Entitled . This has to stop, we need a New Government that Puts Canadians First.
Identity Attack0.46028158
Insult0.5130944
Profanity0.0684662
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.497 Insult
Aug 25, 2025 1,527 likes Why Canadians Are Turning Against …
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Identity Attack0.5502601
Insult0.31740165
Profanity0.09292633
Threat0.5195707
Severe Toxicity0.14389864
Moderate 0.50503236 Low Con 0.292 Identity Attack Threat
Nov 20, 2025 Thousands of refugees allowed into …
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...
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮 And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right …
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮 And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right "exterminator" for the job, please, please, please, put him/her to work. A good clean up is required here and it's been required for much too long.
Identity Attack0.49032792
Insult0.4534306
Profanity0.29053202
Threat0.34804323
Severe Toxicity0.23225145
Moderate 0.50503236 Moderate Con 0.496 Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Thank god my country is too average to be invaded by indian
Thank god my country is too average to be invaded by indian
Identity Attack0.57150364
Insult0.26957804
Profanity0.19032755
Threat0.13532294
Severe Toxicity0.16960317
Moderate 0.50503236 Low Con 0.274 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them the hell out. This should be a priority.
Get them the hell out. This should be a priority.
Identity Attack0.033269364
Insult0.3388922
Profanity0.4401715
Threat0.23696843
Severe Toxicity0.02439716
Moderate 0.50503236 Low Con 0.161 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
RAINBOW Color Flag is to be blamed when there are no kids. Too many Rainbow colors. That Muslim guy was right ...IN YOUR FACE
RAINBOW Color Flag is to be blamed when there are no kids. Too many Rainbow colors. That Muslim guy was right ...IN YOUR FACE
Identity Attack0.49032792
Insult0.39297962
Profanity0.15985115
Threat0.20544581
Severe Toxicity0.0912254
Moderate 0.50503236 Low Con 0.259
Dec 22, 2025 Why Canadians Are Turning Against …
disgusting how many there are.
disgusting how many there are.
Identity Attack0.029402243
Insult0.5239335
Profanity0.13697
Threat0.009281937
Severe Toxicity0.016190045
Moderate 0.50503236 Low Con 0.29 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I would rather them over Muslims and africans all day 😂😂😂
I would rather them over Muslims and africans all day 😂😂😂
Identity Attack0.57554024
Insult0.24928534
Profanity0.20916378
Threat0.13566011
Severe Toxicity0.055630904
Moderate 0.50503236 Low Con 0.257 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
Identity Attack0.55044734
Insult0.34392178
Profanity0.20916378
Threat0.038911607
Severe Toxicity0.024725812
Moderate 0.50503236 Moderate Con 0.463 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
LIARS!!!
LIARS!!!
Identity Attack0.017967897
Insult0.5739874
Profanity0.17926037
Threat0.009437286
Severe Toxicity0.019482423
Moderate 0.50503236 Low Con 0.204 Insult
Jan 16, 2019 How much do refugees and …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Identity Attack0.44690517
Insult0.5130944
Profanity0.17926037
Threat0.026652548
Severe Toxicity0.14916596
Moderate 0.50503236 Constructive 0.512 Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
SO I WOULD LIKE TO SET UP A HOUSE HOLD CAN I HAVE $50.000 I KNOW OF A HOUSE FOR SALE OH CRAP I'M CANADIAN ONLY PRIVILEGE IS TO RENT OR LIVE ON STREET MOST …
SO I WOULD LIKE TO SET UP A HOUSE HOLD CAN I HAVE $50.000 I KNOW OF A HOUSE FOR SALE OH CRAP I'M CANADIAN ONLY PRIVILEGE IS TO RENT OR LIVE ON STREET MOST CANADIANS ARE HOMELESS RENTERS SUPPORTING THEIR PURCHASE.
Identity Attack0.28034934
Insult0.40243408
Profanity0.45190978
Threat0.010938995
Severe Toxicity0.023927659
Moderate 0.50503236 Moderate Con 0.482
Mar 22, 2020 How much do refugees and …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police force would be either killing or arresting every one of them.
Identity Attack0.57957685
Insult0.3388922
Profanity0.22643133
Threat0.44942492
Severe Toxicity0.067522444
Moderate 0.50503236 Moderate Con 0.33 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Nobody is more racist to Indians than other Indians
Nobody is more racist to Indians than other Indians
Identity Attack0.55044734
Insult0.33998606
Profanity0.17752954
Threat0.014911477
Severe Toxicity0.024960563
Moderate 0.50503236 Low Con 0.232 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
Identity Attack0.052944973
Insult0.24928534
Profanity0.5013569
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.443 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Bc wtf khalistan is from pak 😡
Bc wtf khalistan is from pak 😡
Identity Attack0.50515765
Insult0.48627716
Profanity0.541926
Threat0.22120713
Severe Toxicity0.45895407
Moderate 0.50503236 Low Con 0.14 Identity Attack Unverified_Claim
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Time to kick them all out and lock the doors !!!!
Time to kick them all out and lock the doors !!!!
Identity Attack0.05976611
Insult0.15627414
Profanity0.11663672
Threat0.5940531
Severe Toxicity0.059217658
Moderate 0.50503236 Low Con 0.203 Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 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.