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
30,738 comments · Page 515 of 1230
END immigration and deport the ones here. Problem solved!
END immigration and deport the ones here. Problem solved!
Identity Attack0.27914262
Insult0.053791173
Profanity0.01579636
Threat0.04233929
Severe Toxicity0.011672974
Low Tox 0.27750343 Low Con 0.15 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
5:43 I'm sure that anyone's gonna have a better job then him in his own country
5:43 I'm sure that anyone's gonna have a better job then him in his own country
Identity Attack0.10221587
Insult0.07808672
Profanity0.039657943
Threat0.01254427
Severe Toxicity0.009422302
Low Tox 0.27750343 Moderate Con 0.344 Economic_Argument
Feb 13, 2026 Inside Canada's Indian Invasion...
Anywhere where there are security guards...and they are predominantly brown/indian....they speak in their language at work in public with customers around
Anywhere where there are security guards...and they are predominantly brown/indian....they speak in their language at work in public with customers around
Identity Attack0.35299334
Insult0.07491849
Profanity0.047674157
Threat0.008013252
Severe Toxicity0.008354187
Low Tox 0.27750343 Low Con 0.268
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
get out now ......and never come back .............they think we owe them something
get out now ......and never come back .............they think we owe them something
Identity Attack0.08170113
Insult0.08410009
Profanity0.02522431
Threat0.06626215
Severe Toxicity0.010070801
Low Tox 0.27750343 Low Con 0.233 Identity_Assertion
Nov 20, 2025 23 likes Quebec Ends Economic Immigration Program …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽‍♂️🤦🏻‍♂️🤦🏽‍♂️🤷🏻‍♂️🤷🏻
Identity Attack0.28034934
Insult0.082619295
Profanity0.028230323
Threat0.012130005
Severe Toxicity0.011749268
Low Tox 0.27750343 Low Con 0.235 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the …
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the reputation of the immigrants!
Identity Attack0.27875587
Insult0.11172232
Profanity0.021808386
Threat0.008582866
Severe Toxicity0.005493164
Low Tox 0.27750343 Constructive 0.702 Personal_Narrative
Oct 5, 2025 IRCC Names India in Study …
How yt people gentrify and colonize.. bro come on bro, you can focus on your people and have all the content you need. People never hold each other accountable and point fingers .
How yt people gentrify and colonize.. bro come on bro, you can focus on your people and have all the content you need. People never hold each other accountable and point fingers .
Identity Attack0.04538634
Insult0.07808672
Profanity0.08775374
Threat0.012751401
Severe Toxicity0.008773804
Low Tox 0.27750343 Moderate Con 0.368 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
Identity Attack0.026408968
Insult0.17237684
Profanity0.054938845
Threat0.012233571
Severe Toxicity0.006713867
Low Tox 0.27750343 Constructive 0.528 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
This is a weird video I heard a lot of racist stuff and all of the complaints people have seem to be government, municipal or regulation issues yet no one said it so ....
This is a weird video I heard a lot of racist stuff and all of the complaints people have seem to be government, municipal or regulation issues yet no one said it so ....
Identity Attack0.10221587
Insult0.071750276
Profanity0.080318145
Threat0.008919456
Severe Toxicity0.010299683
Low Tox 0.27750343 Moderate Con 0.474 Meta_Commentary
Feb 17, 2026 6 likes Inside Canada's Indian Invasion...
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same if it was any race , including white people. There should be diversity it should just be equal. They let way to many people into canada way to easy
Identity Attack0.34000012
Insult0.06774519
Profanity0.05268429
Threat0.009592636
Severe Toxicity0.009918213
Low Tox 0.27750343 Constructive 0.591 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Identity Attack0.10221587
Insult0.14331897
Profanity0.021466793
Threat0.13178273
Severe Toxicity0.0063323975
Low Tox 0.27750343 Moderate Con 0.41 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
No one owes you a path to immigration
No one owes you a path to immigration
Identity Attack0.18546575
Insult0.0670459
Profanity0.03765389
Threat0.010576514
Severe Toxicity0.008621216
Low Tox 0.27750343 Low Con 0.222 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Identity Attack0.18313584
Insult0.16766082
Profanity0.044668075
Threat0.009618527
Severe Toxicity0.006828308
Low Tox 0.27750343 Moderate Con 0.31 Humor_Satire
Feb 24, 2026 'We do know that there's …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.32184324
Insult0.076819435
Profanity0.029460056
Threat0.0076507707
Severe Toxicity0.0075912476
Low Tox 0.27750343 Constructive 0.638 Question
Feb 5, 2026 Inside Canada's Indian Metropolis (Brampton)
White dude with the bike was saying every quiet part out loud haha! Based.
White dude with the bike was saying every quiet part out loud haha! Based.
Identity Attack0.28034934
Insult0.07808672
Profanity0.07255927
Threat0.011456826
Severe Toxicity0.009498596
Low Tox 0.27750343 Moderate Con 0.407 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney loves illegals and communists Questional deal with China 8 million to Funa
Carney loves illegals and communists Questional deal with China 8 million to Funa
Identity Attack0.23618884
Insult0.113185234
Profanity0.029460056
Threat0.009929225
Severe Toxicity0.006790161
Low Tox 0.27750343 Low Con 0.122 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I want to make friends with that guy on the bicycle
I want to make friends with that guy on the bicycle
Identity Attack0.035589635
Insult0.04910661
Profanity0.14313951
Threat0.054947287
Severe Toxicity0.013672344
Low Tox 0.27750343 Moderate Con 0.41
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
too many Bungadoos in Canada ...go home Bungadoo
too many Bungadoos in Canada ...go home Bungadoo
Identity Attack0.18002926
Insult0.22303216
Profanity0.031140719
Threat0.007961469
Severe Toxicity0.008506775
Low Tox 0.27750343 Low Con 0.167 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good The white people Nice, friendly outside And other nationalities Irrespective of color and country We need such good people Who help others,show mercy If not don't cause problems to others
Identity Attack0.2823795
Insult0.15236975
Profanity0.114160895
Threat0.014048163
Severe Toxicity0.013285006
Low Tox 0.27750343 Constructive 0.776
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will have his slaves working for a dollar day.
Identity Attack0.08749158
Insult0.16875735
Profanity0.023789622
Threat0.015256803
Severe Toxicity0.006752014
Low Tox 0.2763787 Low Con 0.253 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If we deport only we can control illegal
If we deport only we can control illegal
Identity Attack0.27701542
Insult0.06953252
Profanity0.040409464
Threat0.07093142
Severe Toxicity0.0119018555
Low Tox 0.2763787 Low Con 0.24 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india …
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india and they don't even represent Indians.
Identity Attack0.37082586
Insult0.08410009
Profanity0.01982715
Threat0.008841781
Severe Toxicity0.0076675415
Low Tox 0.2763787 Moderate Con 0.364 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a …
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a university entry, they are not the brain power we want. Those schools should be closed and a head count mandatory. We don't need the truck drivers or waitstaff at restaurants. The businesses that are only employing students that are from India need to be fined and held accountable. They are using government funding for their wages these are jobs that Canadians need and are rejected because the are not from India. It is racist and why should our taxes pay their wage while Canadian students are left with no jobs to help with the cost of university or housing.
Identity Attack0.25817248
Insult0.16883044
Profanity0.029596692
Threat0.01508414
Severe Toxicity0.010910034
Low Tox 0.2763787 Constructive 0.618
Oct 7, 2025 IRCC Names India in Study …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 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.