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: "here in my city in …" 524 comments · Page 13 of 21
That city worker gettin fired
That city worker gettin fired
Identity Attack0.017163984
Insult0.05086332
Profanity0.043415543
Threat0.11616269
Severe Toxicity0.0062179565
Low Tox 0.19599396 Moderate Con 0.319 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, Taco Bell, Tim Hortons, etc, and you'll see nothing but Indians or Bangladeshis who barely speak English. In small towns you don't really see this, but in any major city like Vancouver or GTA you will.
Identity Attack0.20878418
Insult0.057890166
Profanity0.015079016
Threat0.008764107
Severe Toxicity0.004310608
Low Tox 0.19029272 Constructive 0.618 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
Identity Attack0.22859548
Insult0.053791173
Profanity0.023994578
Threat0.009230154
Severe Toxicity0.0051116943
Low Tox 0.19029272 Constructive 0.518 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any …
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any midsize american city will have more people with 130 IQ than all of india.
Identity Attack0.19495805
Insult0.06739554
Profanity0.028776871
Threat0.008336896
Severe Toxicity0.0061798096
Low Tox 0.18744208 Low Con 0.238 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents …
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents way too often. Never mind the mindset of these people. Now the locals are driving dangerously because it is common for you to get stuck behind these people. People clogging the passing lane, driving under the speed limit or better yet, they randomly hit the brakes on the hyway. which cause things to be dangerous. We are soooo made at what's going on. Everyone seems to not like when these arrivals get jobs in our local town and are ignorant by talking in their language. We have NO doctors anymore and all medical issues have to wait 6 months to get treatment now. 5 times I tried to get bloodwork in our small town. I ended up having to drive to the city to get this done. Twice I've had to do this now.
Identity Attack0.010803374
Insult0.09563028
Profanity0.046171114
Threat0.013217449
Severe Toxicity0.0051116943
Low Tox 0.18269104 Constructive 0.743 Fear_Threat
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make …
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make 40k a year.) and watched a flood of immigrants in front of me claiming their 100% free bus passes. Apparently, you need an authorisation letter from welfare to claim your free bus pass, yet, none of them seemed to have documentation that matched their id. One guy picked up six free bus passes with a stack of letters that didn't match his name, or, even surname, at all. The cashiers seemed like they had just given up and handed over the bus passes saying, "next time make sure the person named in the letter is here to pick it up in their free pass person." <sigh>
Identity Attack0.10221587
Insult0.07998765
Profanity0.019280603
Threat0.00756015
Severe Toxicity0.004043579
Low Tox 0.18269104 Constructive 0.613
Oct 13, 2018 How much do refugees and …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id tell you) - I would see a lot of them coming in by groups and they wear clothes like they still live back to whatever country they are from and would sit on their chairs cross legged as other people eat their food. Every hour theres dozens of them coming and I came to think are these people even legally here. It is just crazy to me as a legal immigrant where me and my family waited for 8 years for the application process, spent hundreds of thousands of money meanwhile I see people that arent from here and not even try to assimilate to Canadian culture. It is just infuriating.
Identity Attack0.055673428
Insult0.09124154
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.004634857
Low Tox 0.18269104 Constructive 0.652
Oct 1, 2025 IRCC Names India in Study …
Most Indian cities will become unlivable by the next decade ,it's survival to settle abroad.
Most Indian cities will become unlivable by the next decade ,it's survival to settle abroad.
Identity Attack0.17536941
Insult0.05027775
Profanity0.025907494
Threat0.04132889
Severe Toxicity0.009117126
Low Tox 0.1798404 Low Con 0.236 Comparative_Framing
Feb 15, 2026 Inside Canada's Indian Invasion...
Oh great. Another City that’s going to become a Cesspool….
Oh great. Another City that’s going to become a Cesspool….
Identity Attack0.021786476
Insult0.0818789
Profanity0.05017922
Threat0.008686432
Severe Toxicity0.0048446655
Low Tox 0.17891699 Low Con 0.214 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is just a piece of land without its people and its culture. If you bring in Indians your cities and town will become Indian.. Canada’s government appears to be selling out its people and its future. There was a time this would’ve been called treason, but the country has clearly changed at its core.
Identity Attack0.13591312
Insult0.06564732
Profanity0.020510335
Threat0.009204263
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.415 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Im Canadian and I live in Winnipeg but sometimes I go over to brandon to play hockey and I notice as much Indians as any Canadian city
Im Canadian and I live in Winnipeg but sometimes I go over to brandon to play hockey and I notice as much Indians as any Canadian city
Identity Attack0.21470967
Insult0.045593183
Profanity0.030639706
Threat0.008103873
Severe Toxicity0.005722046
Low Tox 0.17371799 Moderate Con 0.492 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Having lived in brampton as an immigrant i can personally say that it is no longer a Canadian city. No one speaks English or french, no one dresses western, no one knows the canadian national …
Having lived in brampton as an immigrant i can personally say that it is no longer a Canadian city. No one speaks English or french, no one dresses western, no one knows the canadian national anthem and every one carries and indian or Pakistan flag....
Identity Attack0.18313584
Insult0.038566336
Profanity0.014054239
Threat0.0072106146
Severe Toxicity0.004196167
Low Tox 0.17198499 Constructive 0.501 Personal_Narrative
Sep 30, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors. Thank you Tyler for showing this and braving the cold.
Identity Attack0.025203101
Insult0.082619295
Profanity0.019212283
Threat0.008582866
Severe Toxicity0.0037574768
Low Tox 0.17198499 Constructive 0.625 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
Identity Attack0.053399716
Insult0.06774519
Profanity0.014327513
Threat0.020091362
Severe Toxicity0.0037765503
Low Tox 0.1693855 Moderate Con 0.376
Dec 31, 2025 Deportations From Canada at Their …
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
Identity Attack0.18158256
Insult0.03511308
Profanity0.066963166
Threat0.010680079
Severe Toxicity0.006828308
Low Tox 0.1693855 Moderate Con 0.469
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap …
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap house prices + high insurance costs. It's turning into a mini Detroit.
Identity Attack0.10409598
Insult0.06634661
Profanity0.02249157
Threat0.0071847234
Severe Toxicity0.0037574768
Low Tox 0.16765249 Constructive 0.584 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
Identity Attack0.015958117
Insult0.0813853
Profanity0.022354934
Threat0.0077802283
Severe Toxicity0.0028800964
Low Tox 0.16678599 Moderate Con 0.348
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow. So many problems with this video. Never come to my city again trying to spin this narrative.
Wow. So many problems with this video. Never come to my city again trying to spin this narrative.
Identity Attack0.007991537
Insult0.032689095
Profanity0.023243073
Threat0.010188141
Severe Toxicity0.0038146973
Low Tox 0.16678599 Low Con 0.199 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, not a triumph.
Identity Attack0.14019285
Insult0.046764325
Profanity0.012448754
Threat0.0068416605
Severe Toxicity0.0032615662
Low Tox 0.165053 Moderate Con 0.432
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yeah i gave seen influx of ukranian refugee in my city
Yeah i gave seen influx of ukranian refugee in my city
Identity Attack0.1714862
Insult0.027476108
Profanity0.028913507
Threat0.00899713
Severe Toxicity0.0049972534
Low Tox 0.16331999 Moderate Con 0.402 Personal_Narrative
Jun 21, 2025 1 likes How Canada broke its immigration …
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Identity Attack0.025605056
Insult0.03522326
Profanity0.024472807
Threat0.0824309
Severe Toxicity0.004863739
Low Tox 0.16331999 Low Con 0.284 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Identity Attack0.18705739
Insult0.061451588
Profanity0.025770858
Threat0.010654188
Severe Toxicity0.0064468384
Low Tox 0.16245349 Moderate Con 0.311
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lol Canada imported an Indian city of almost 1M
Lol Canada imported an Indian city of almost 1M
Identity Attack0.13591312
Insult0.04032305
Profanity0.02836696
Threat0.006977591
Severe Toxicity0.00541687
Low Tox 0.16158698 Low Con 0.2 Fear_Threat
Sep 20, 2025 1 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.