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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

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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 #}

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Active: "Why did you wait so …" 300 comments · Page 3 of 12
Its not going to get better.All you can hear islamifobia , wait till the bombing starts. Then every will see.😂😂😂😂
Its not going to get better.All you can hear islamifobia , wait till the bombing starts. Then every will see.😂😂😂😂
Identity Attack0.41975367
Insult0.1469393
Profanity0.13608865
Threat0.44942492
Severe Toxicity0.03680043
Moderate 0.40336934 Low Con 0.185 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
8 years almost 9 I’m renewing work permits and waiting for permanent resident , something is not right . Black and Indians getting papers , white guy have problems . Im tired
Identity Attack0.49032792
Insult0.24928534
Profanity0.104876526
Threat0.013528148
Severe Toxicity0.022710243
Moderate 0.4014846 Constructive 0.538
Oct 1, 2025 1 likes IRCC Names India in Study …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Identity Attack0.09080041
Insult0.4596616
Profanity0.04667213
Threat0.009722093
Severe Toxicity0.009918213
Moderate 0.40060925 Low Con 0.273
Oct 2, 2025 IRCC Names India in Study …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Wait till they start exposing the scam colleges and the scam Indian trucking licenses.
Wait till they start exposing the scam colleges and the scam Indian trucking licenses.
Identity Attack0.39966375
Insult0.40243408
Profanity0.08904689
Threat0.012337137
Severe Toxicity0.015802706
Moderate 0.39842087 Low Con 0.103 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Identity Attack0.49584505
Insult0.16795322
Profanity0.099305905
Threat0.028379176
Severe Toxicity0.019482423
Moderate 0.3977292 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
I need a weekly podcast from Helmet Guy.. ha holy hell that guy is a star waiting to be discovered lol
Identity Attack0.017063495
Insult0.15911613
Profanity0.42102736
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.332 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
Identity Attack0.038425524
Insult0.08831572
Profanity0.19524631
Threat0.41623402
Severe Toxicity0.02411546
Moderate 0.39231625 Low Con 0.242 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
"they cant behave!" meanwhile the white dude here just walks around shirtless in the middle of the day. Oh wait that's your right, right? Imagine if an indian person did that.
Identity Attack0.46028158
Insult0.19500497
Profanity0.099305905
Threat0.013702838
Severe Toxicity0.01735206
Moderate 0.3827457 Moderate Con 0.326
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian …
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian things.
Identity Attack0.44690517
Insult0.25602314
Profanity0.17287734
Threat0.03718498
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.453 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Waiting for scamming fight videos 😢😢
Waiting for scamming fight videos 😢😢
Identity Attack0.035074018
Insult0.07967083
Profanity0.21564959
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.293 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Somebody must've noticed what a torture it is driving around Montreal. Not to mention the ridiculous wait times for our universal health care.
Somebody must've noticed what a torture it is driving around Montreal. Not to mention the ridiculous wait times for our universal health care.
Identity Attack0.014350293
Insult0.40243408
Profanity0.06195303
Threat0.010343489
Severe Toxicity0.005874634
Moderate 0.37751234 Moderate Con 0.443
Nov 22, 2025 110 likes Quebec Ends Economic Immigration Program …
Been waiting for this, thanks for exposing this nonsense. “Good food” ain’t worth losing your country
Been waiting for this, thanks for exposing this nonsense. “Good food” ain’t worth losing your country
Identity Attack0.06294931
Insult0.37846634
Profanity0.0684662
Threat0.0076766624
Severe Toxicity0.0074005127
Moderate 0.37694603 Moderate Con 0.404 Fear_Threat
Jan 27, 2026 18 likes Inside Canada's Indian Invasion...
No wonder all the emergency rooms are completely packed with brown faces!!! 20hrs waiting for Canadians is the result.
No wonder all the emergency rooms are completely packed with brown faces!!! 20hrs waiting for Canadians is the result.
Identity Attack0.41222036
Insult0.24561718
Profanity0.021535112
Threat0.011612174
Severe Toxicity0.014576134
Moderate 0.37576625 Moderate Con 0.412
Nov 24, 2024 1 likes How much do refugees and …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they know, they think this way they will have a better life in Canada, but in reality they are fucking the economy and not thinking about its consequences in the long term. I assume most of them will wait no minute to go back to their home country once the economy in Canada crumbles. I feel really bad about this kind of behaviours and I feel ashamed.
Identity Attack0.2803029
Insult0.26395
Profanity0.38203895
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.3722269 Constructive 0.696 Personal_Narrative
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Identity Attack0.4054415
Insult0.10587067
Profanity0.14225815
Threat0.13768311
Severe Toxicity0.023076924
Moderate 0.37073207 Low Con 0.246 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. …
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. All the punjabis and sindhis want to go to canada. Thx for making the vid. I will share with my ex classmates who work at gas stations lol.
Identity Attack0.38185352
Insult0.27558193
Profanity0.13785136
Threat0.026479885
Severe Toxicity0.02296847
Moderate 0.3666224 Constructive 0.634
Jan 27, 2026 Inside Canada's Indian Invasion...
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian …
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian citizen time to take a stand up to our government and to all these immigrants GO BACK TO YOUR COUNTRY BAN TOGETHER AND EARN AND MAKE YOUR COUNTRY ON YOUR OWN QUIT MOUCHING OFF OUR COUNTRY FOR A FREE RIDE HERE IN LIFE!? GO HOME!! I am so concerned for my children and my grand children and their children so on and so on what's it going to be like for them this is beyond bad and long gone already! Need to take back our country!!
Identity Attack0.33675182
Insult0.27969417
Profanity0.056441884
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.702
Aug 29, 2025 Why Canadians Are Turning Against …
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a …
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a spousal visa so easy, quick! That’s how all my indian friends got it. It’s like a contract.” I told her “Hey that’s illegal!” And that Indian girl laughed and said “Who cares!” They are ruining the entire immigration system in Canada.
Identity Attack0.3857254
Insult0.16751462
Profanity0.08775374
Threat0.011042561
Severe Toxicity0.013866014
Moderate 0.33587718 Constructive 0.643
Oct 12, 2025 IRCC Names India in Study …
Uh oh, wait until papagut has a temper tantrum after seeing this video
Uh oh, wait until papagut has a temper tantrum after seeing this video
Identity Attack0.054763943
Insult0.16480011
Profanity0.1589207
Threat0.065292306
Severe Toxicity0.019095084
Moderate 0.33255672 Low Con 0.147 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
2:30 , this guy shows worst streets of India even tho Punjab is not like this only specific places are like this. Soon Karma will hit hard wait for time.
2:30 , this guy shows worst streets of India even tho Punjab is not like this only specific places are like this. Soon Karma will hit hard wait for time.
Identity Attack0.17614605
Insult0.15982662
Profanity0.110447146
Threat0.029933142
Severe Toxicity0.015802706
Moderate 0.33255672 Moderate Con 0.315 Comparative_Framing
Feb 13, 2026 7 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.