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: "They gave them all a …" 104 comments · Page 4 of 5
Doug Ford is destroying the healthcare system. He refuses to put the money toward healthcare that federal government gave them.
Doug Ford is destroying the healthcare system. He refuses to put the money toward healthcare that federal government gave them.
Identity Attack0.004069764
Insult0.057890166
Profanity0.014703264
Threat0.009747985
Severe Toxicity0.0020313263
Low Tox 0.11398677 Moderate Con 0.315
Aug 25, 2025 Why Canadians Are Turning Against …
one of these so-called nurses gave my 90 year old mother a bone biopsy...she died 4 days later of sepsis.
one of these so-called nurses gave my 90 year old mother a bone biopsy...she died 4 days later of sepsis.
Identity Attack0.011765319
Insult0.032028005
Profanity0.034397304
Threat0.014048163
Severe Toxicity0.0040626526
Low Tox 0.11357342 Constructive 0.58
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who can truly contribute to this country. I am an IT student, and I worked hard to clear $120K in debt through Scotiabank. I could have taken a loan in my home country, but I chose to work here because Canada gave me everything my own country could not. I am deeply grateful for that. But when I see people from my own community walking around in flip-flops, unable to speak even one word of English, it breaks me inside. My city—Brampton—has been completely taken over, and it’s becoming harder to even drive there now. I believe Canada needs to come together and put an end to this. Enough is enough. Immigration should be about quality, not quantity.
Identity Attack0.08583717
Insult0.03710241
Profanity0.022013342
Threat0.008039144
Severe Toxicity0.0037002563
Low Tox 0.11305673 Constructive 0.764 Personal_Narrative
Sep 30, 2025 173 likes IRCC Names India in Study …
Corporations wanted cheap labour and the Liberal government gave it to them. This essentially is killing off the middle class, not to mention are own unique Canadian culture and putting heavy strain on the housing/renting …
Corporations wanted cheap labour and the Liberal government gave it to them. This essentially is killing off the middle class, not to mention are own unique Canadian culture and putting heavy strain on the housing/renting markets and social services.
Identity Attack0.029144434
Insult0.027218282
Profanity0.013985921
Threat0.031314444
Severe Toxicity0.0028419495
Low Tox 0.10609736 Moderate Con 0.488
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week later I found a job in the machineshop for 3.00 Dollars. Good thing the foreman found a portugiese employee who translated from spanish to english, I myself spoke german, ever since then I did I was on the upswing. The government gave me nothing, had enough money to go back. Always a dictionary in my pocket. In six weeks i know enough english to make the driverlicence and bought a car.
Identity Attack0.022590388
Insult0.030926194
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.0020122528
Low Tox 0.07687678 Constructive 0.654
Aug 10, 2019 14 likes How much do refugees and …
Your grandfathers worked together to give you an easy life. You took it for granted and gave it away like it was free. You will learn. Nature is cruel. You have invited nature back. Good …
Your grandfathers worked together to give you an easy life. You took it for granted and gave it away like it was free. You will learn. Nature is cruel. You have invited nature back. Good luck.
Identity Attack0.003385304
Insult0.026702631
Profanity0.012141321
Threat0.0068999166
Severe Toxicity0.0014019012
Low Tox 0.06500591 Moderate Con 0.453
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
God did bless America coz he gave them Trump.
God did bless America coz he gave them Trump.
Identity Attack0.014953227
Insult0.019032324
Profanity0.0166845
Threat0.0066733654
Severe Toxicity0.0020217896
Low Tox 0.055768944 Low Con 0.259 Identity_Assertion
Jan 4, 2026 1 likes Why Canadians Are Turning Against …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Identity Attack0.027614836
Insult0.017292
Profanity0.011577694
Threat0.006835188
Severe Toxicity0.0016880035
Low Tox 0.046120718 Moderate Con 0.459 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
She said they gave us lots of hope. Who is THEY? She keeps saying THEY. I believe she is referring to people from her own country who pushed her to migrate to Canada
She said they gave us lots of hope. Who is THEY? She keeps saying THEY. I believe she is referring to people from her own country who pushed her to migrate to Canada
Identity Attack0.019475231
Insult0.0154929245
Profanity0.010928668
Threat0.006207318
Severe Toxicity0.0011110306
Low Tox 0.040925518 Constructive 0.602 Question
Feb 12, 2026 Canada's tighter immigration policy divides …
i gave test today and got 18/20 because of this video ,i watched it 3 times full 414 questions and did exam in just 12 minutes so i wanna thanks to this creater who uploaded …
i gave test today and got 18/20 because of this video ,i watched it 3 times full 414 questions and did exam in just 12 minutes so i wanna thanks to this creater who uploaded this for everyone 🎉🎉🎉i didn’t read anything just this video ❤
Identity Attack0.0073995716
Insult0.011122898
Profanity0.026863953
Threat0.011249693
Severe Toxicity0.003604889
Low Tox 0.039462693 Constructive 0.537
Nov 28, 2025 28 likes Canadian Citizenship Test 2025 – …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT U.S.A?! HOW DOES IT AFFECT US!?’ Because everything is about you guys. Bro gave us 12 minutes before it turned into ‘BUT AMERICA!’
Identity Attack0.010803374
Insult0.016556932
Profanity0.014874061
Threat0.0065115434
Severe Toxicity0.001411438
Low Tox 0.038519915 Moderate Con 0.461 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
Identity Attack0.009027477
Insult0.013326911
Profanity0.011936366
Threat0.008246276
Severe Toxicity0.0010490417
Low Tox 0.034984488 Moderate Con 0.399 Solidarity
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Watched it twice , second time I played it 1.5x ,I just gave my exam , it’s super easy 19/20
Watched it twice , second time I played it 1.5x ,I just gave my exam , it’s super easy 19/20
Identity Attack0.0060676485
Insult0.010932897
Profanity0.024609445
Threat0.009618527
Severe Toxicity0.0024414062
Low Tox 0.034513097 Moderate Con 0.485
Oct 29, 2025 2 likes Canadian Citizenship Test 2025 – …
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Identity Attack0.014149316
Insult0.013440913
Profanity0.009733095
Threat0.006162008
Severe Toxicity0.0009441376
Low Tox 0.030388435 Moderate Con 0.373
Jan 3, 2026 6 likes New rules, regulations take effect …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading it🙏🙏
Identity Attack0.00673361
Insult0.010058892
Profanity0.019212283
Threat0.009437286
Severe Toxicity0.0021362305
Low Tox 0.027206551 Constructive 0.557
Dec 14, 2025 9 likes Canadian Citizenship Test 2025 – …
Gave my test today July 26 . Got 17/20 .video helpful alot !!!!
Gave my test today July 26 . Got 17/20 .video helpful alot !!!!
Identity Attack0.0061416444
Insult0.00971689
Profanity0.019485557
Threat0.009644418
Severe Toxicity0.0022506714
Low Tox 0.027088705 Moderate Con 0.494
Jul 27, 2025 8 likes Canadian Citizenship Test 2025 – …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John 3:16)
Identity Attack0.009915425
Insult0.009051885
Profanity0.012448754
Threat0.0071847234
Severe Toxicity0.001411438
Low Tox 0.025556687 Moderate Con 0.32 Advertisement_Spam
Feb 7, 2026 Inside Canada's Indian Invasion...
I rented a room in Brampton the landlord gave me a ride & stopped in at that temple. I didn't know we were doing that.
I rented a room in Brampton the landlord gave me a ride & stopped in at that temple. I didn't know we were doing that.
Identity Attack0.008176526
Insult0.010742896
Profanity0.012687869
Threat0.00756015
Severe Toxicity0.0012588501
Low Tox 0.025320992 Constructive 0.629 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
Identity Attack0.010507392
Insult0.012072904
Profanity0.012277958
Threat0.0061231707
Severe Toxicity0.00084400177
Low Tox 0.023553278 Moderate Con 0.401 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike gave the best answers and commentary.
The guy on the bike gave the best answers and commentary.
Identity Attack0.0013689207
Insult0.011008898
Profanity0.010245483
Threat0.006770459
Severe Toxicity0.0007534027
Low Tox 0.018723432 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
Identity Attack0.0054756827
Insult0.009032886
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.00071525574
Low Tox 0.016964182 Moderate Con 0.425
Dec 28, 2025 Deportations From Canada at Their …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know. Update: I got my test marked as Completed in the tracker. I did not give second test.
Identity Attack0.004846719
Insult0.008557882
Profanity0.016547862
Threat0.008841781
Severe Toxicity0.0011634827
Low Tox 0.016210219 Constructive 0.722 Question
Feb 10, 2026 1 likes Canadian Citizenship Test 2025 – …

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.