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: "This is what the head …" 152 comments · Page 4 of 7
Bro your asking the crack heads downtown about this? Literally go anywhere else and ask the normal people 😅
Bro your asking the crack heads downtown about this? Literally go anywhere else and ask the normal people 😅
Identity Attack0.015958117
Insult0.27763805
Profanity0.14402086
Threat0.011068452
Severe Toxicity0.010375977
Moderate 0.32557452 Low Con 0.206 Humor_Satire
Nov 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Keep voting Liberal you knot heads in the GTA! Kenny’s a TOOL
Keep voting Liberal you knot heads in the GTA! Kenny’s a TOOL
Identity Attack0.0376521
Insult0.34101152
Profanity0.038906425
Threat0.009230154
Severe Toxicity0.0077819824
Moderate 0.32397532 Low Con 0.174 Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or …
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or wouldnt have let me in gurduwara in the first place unless i had pag on
Identity Attack0.17536941
Insult0.110259406
Profanity0.15812257
Threat0.1733226
Severe Toxicity0.02116089
Moderate 0.32289913 Constructive 0.592 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
You hit the nail on the head
You hit the nail on the head
Identity Attack0.011469335
Insult0.09124154
Profanity0.10301965
Threat0.31092548
Severe Toxicity0.017222947
Moderate 0.32074678 Moderate Con 0.409
Aug 25, 2025 Why Canadians Are Turning Against …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as …
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as rooming houses. This reduces available properties, and prices skyrocket. When you have tens of THOUSANDS of people in ONE community doing this, why are you scratching your head that there's a housing crisis? Canada flung open the door to people from the scam capital of the world, and now when Canadian kids are polled, they're saying they're giving up on buying a house! Disaster. Now, to fix the problem, you have to reduce their numbers to reduce demand, but reducing demand reduces home prices, so what about all those people who bought at inflated prices? Many homeowners are losing their shirts. So now, to fix the problem, Canadians are enduring GENERATIONAL financial damage, that will take decades to fix, and some people may never recover from it. I'm not against immigrants, but this particular group has devastated Canada with their greed and corruption.
Identity Attack0.12208464
Insult0.24424846
Profanity0.070942834
Threat0.010447056
Severe Toxicity0.011672974
Moderate 0.31132057 Constructive 0.65 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
14:25 runs millions of possibilities in his head. Then sits in the front seat lol
14:25 runs millions of possibilities in his head. Then sits in the front seat lol
Identity Attack0.01274247
Insult0.11978693
Profanity0.085167445
Threat0.071698055
Severe Toxicity0.01302678
Moderate 0.30993456 Low Con 0.224 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help …
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help them learn, and then you fall behind in your own assignments. That is my reality, always getting into trouble for trying to help the ungrateful.
Identity Attack0.006622616
Insult0.27763805
Profanity0.055940874
Threat0.008349842
Severe Toxicity0.004272461
Moderate 0.30464804 Constructive 0.657
Sep 29, 2025 IRCC Names India in Study …
They have a big big contact to GOVERNMENT, PRIVATE COMPANIES, AS MOST OF THEM A HEAD POSITION THEIR PROIRITIZE THEIR OWN RACE THEIR OWN NATIONSLITY TO HIRE EAST INDIA
They have a big big contact to GOVERNMENT, PRIVATE COMPANIES, AS MOST OF THEM A HEAD POSITION THEIR PROIRITIZE THEIR OWN RACE THEIR OWN NATIONSLITY TO HIRE EAST INDIA
Identity Attack0.2877625
Insult0.11616662
Profanity0.0816113
Threat0.029933142
Severe Toxicity0.020386212
Low Tox 0.295883 Low Con 0.221
Oct 17, 2025 IRCC Names India in Study …
When they call you name is because you hit the nail in the head...
When they call you name is because you hit the nail in the head...
Identity Attack0.0049577127
Insult0.110259406
Profanity0.03239325
Threat0.24484909
Severe Toxicity0.009460449
Low Tox 0.28547668 Moderate Con 0.344 Meta_Commentary
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Identity Attack0.008250522
Insult0.25602314
Profanity0.024062896
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.2854733 Low Con 0.241
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
Identity Attack0.10221587
Insult0.081508696
Profanity0.10425757
Threat0.12536226
Severe Toxicity0.01806218
Low Tox 0.2854699 Moderate Con 0.368 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or very little. Your going to start seeing much more of the mulim population start now that HAMAS is here. Your already seeing protesting on a regular basis. Then eventually theyll keep pushing for sharia law. They've already tried several times in the GTA. It wont stop. Look at London and whats going on in Europe right now. We are heading down the same path. Trudeaus immigration plan was to offset his massive debt load. It was the only way to expand GDP enough to offset it
Identity Attack0.33060804
Insult0.10440776
Profanity0.10611444
Threat0.022335978
Severe Toxicity0.013736901
Low Tox 0.28312725 Constructive 0.667 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Send em back. Hurry up about it please. ✌️ Great video though Bro, well done. Hit the nail on the head ✌️
Send em back. Hurry up about it please. ✌️ Great video though Bro, well done. Hit the nail on the head ✌️
Identity Attack0.020681098
Insult0.06023245
Profanity0.09098661
Threat0.34804323
Severe Toxicity0.01825585
Low Tox 0.27975297 Constructive 0.502
Sep 11, 2025 Why Canadians Are Turning Against …
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 …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape to South Korea. And Canada’s immigration program is selective. Funny how racists like to pretend that immigration isn’t selective. It’s to prevent immigrants from being on welfare more than the citizen population, which is how it should be. Higher-skilled workers are mostly chosen to immigrate. They make good money through their skills, and are giving back to the country through paying taxes. This includes Africans, especially Christian ones. This guy isn’t fully using his head, ironically.
Identity Attack0.24293575
Insult0.191015
Profanity0.020510335
Threat0.0073918556
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.545 Economic_Argument
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of …
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of natural resources that Canadians didn't think was worth fighting for or defending. 'Mark Carney and his vultures in the WEF/China have plans for Canada that doesn't include Canadians'. Just like Brazil, the Brazilians lost their resources to the WEF/China. Imagine Chinese miners, factories and towns full of Chinese workers...because that is where Canada is headed.
Identity Attack0.12440576
Insult0.23704576
Profanity0.021740068
Threat0.008427517
Severe Toxicity0.006828308
Low Tox 0.27047762 Moderate Con 0.342 Fear_Threat
Nov 22, 2025 1 likes Thousands of refugees allowed into …
This seems like far to important a subject for global to be covering, must be a slow fluff news day, no rabbits with its head caught in a fence?
This seems like far to important a subject for global to be covering, must be a slow fluff news day, no rabbits with its head caught in a fence?
Identity Attack0.010433395
Insult0.16831873
Profanity0.051431753
Threat0.13127698
Severe Toxicity0.0074768066
Low Tox 0.26104406 Low Con 0.142 Meta_Commentary
Feb 19, 2026 Canadian immigration officers investigating hundreds …
The guy with the bike 🚲 has a good head over his shoulders
The guy with the bike 🚲 has a good head over his shoulders
Identity Attack0.011173353
Insult0.15627414
Profanity0.08290444
Threat0.036149003
Severe Toxicity0.010757446
Low Tox 0.2553839 Moderate Con 0.316 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
Wow! How could this ever happen?! Maybe the introduction of One Touch where anyone can just walk right in our open borders! Give your head a shake! Elbows up
Wow! How could this ever happen?! Maybe the introduction of One Touch where anyone can just walk right in our open borders! Give your head a shake! Elbows up
Identity Attack0.00984143
Insult0.11616662
Profanity0.027683776
Threat0.054947287
Severe Toxicity0.006713867
Low Tox 0.25462922 Low Con 0.22 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
WE CANNOT GET A JOB AS CANADIAN STORES BECAUSE OF THOSE EAST INDIA, ITS LIKE POURING EVERYDAY EVERYCORNER , MOST STORES OWNS AS EAST INDIA FRANCHISER, OR HEAD OF GROCERIES, EAST INDIA THEIR PRIORITY
WE CANNOT GET A JOB AS CANADIAN STORES BECAUSE OF THOSE EAST INDIA, ITS LIKE POURING EVERYDAY EVERYCORNER , MOST STORES OWNS AS EAST INDIA FRANCHISER, OR HEAD OF GROCERIES, EAST INDIA THEIR PRIORITY
Identity Attack0.2839175
Insult0.081508696
Profanity0.018665737
Threat0.0086087575
Severe Toxicity0.011444092
Low Tox 0.25462922 Low Con 0.241
Oct 17, 2025 IRCC Names India in Study …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Especially those who wrap a turban around their head, and they said this is the religion
Especially those who wrap a turban around their head, and they said this is the religion
Identity Attack0.20680901
Insult0.0670459
Profanity0.035900343
Threat0.037530303
Severe Toxicity0.0076293945
Low Tox 0.23667802 Low Con 0.279
Dec 28, 2025 Deportations From Canada at Their …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! And speaking of people who 'established' things: Have you noticed all the homeless folks? They’re overwhelmingly non-brown people. It’s almost baffling—here they are, the supposed descendants of 'pioneers' who’ve had centuries to 'build and settle,' and yet they apparently still couldn't manage to establish anything for themselves. I guess that superior heritage and centuries of head-start didn't quite translate into a sturdy roof, did it? How wonderfully ironic
Identity Attack0.24293575
Insult0.08484049
Profanity0.02433617
Threat0.007870848
Severe Toxicity0.0061798096
Low Tox 0.23523538 Constructive 0.546
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …

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.