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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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30,738 comments · Page 834 of 1230
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled …
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled through forums, government reports, and angry comment threads, zoning laws, all pieces of a puzzle that refused to assemble. Each explanation felt true yet insufficient, like a single brick pretending to be a house; the deeper he dug, the more the reasons multiplied without ever adding up to certainty. By dawn he closed the laptop, still ignorant, still paying, and still murmuring the same unanswerable question into the expensive silence.
Identity Attack0.008028535
Insult0.04852104
Profanity0.016889455
Threat0.007094103
Severe Toxicity0.0019454956
Low Tox 0.09438288 Constructive 0.503 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
they have to go back
they have to go back
Identity Attack0.017465452
Insult0.021803947
Profanity0.021330157
Threat0.016465442
Severe Toxicity0.0030517578
Low Tox 0.09438288 Moderate Con 0.319 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Nothing will happen ! Thank you Liberals !
Nothing will happen ! Thank you Liberals !
Identity Attack0.025605056
Insult0.030044744
Profanity0.012961143
Threat0.007754337
Severe Toxicity0.0024032593
Low Tox 0.09438288 Low Con 0.175 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
The best doctors in canada come from india they should thank immigration
The best doctors in canada come from india they should thank immigration
Identity Attack0.06658725
Insult0.022061773
Profanity0.01620627
Threat0.006912862
Severe Toxicity0.0029945374
Low Tox 0.09438288 Low Con 0.252
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The age of Austerity, of free grain, and Circus days 🎪 😢
The age of Austerity, of free grain, and Circus days 🎪 😢
Identity Attack0.008176526
Insult0.032689095
Profanity0.019280603
Threat0.006874025
Severe Toxicity0.0024223328
Low Tox 0.09438288 Moderate Con 0.348 Humor_Satire
Jan 25, 2026 Canada’s new rules in 2026
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Identity Attack0.005512681
Insult0.042665333
Profanity0.014634945
Threat0.008582866
Severe Toxicity0.0017738342
Low Tox 0.09438288 Low Con 0.202 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Tax cut for middle class that was voided by inflation. Have you seen the price of butter LOL. What a joke approx $44.00 per month. Nothing substantial. Virtual signalling
Tax cut for middle class that was voided by inflation. Have you seen the price of butter LOL. What a joke approx $44.00 per month. Nothing substantial. Virtual signalling
Identity Attack0.004643231
Insult0.033901088
Profanity0.017162729
Threat0.006427396
Severe Toxicity0.0015830994
Low Tox 0.09438288 Low Con 0.282 Economic_Argument
Jan 21, 2026 Canada’s new rules in 2026
Canadian people voted for this! 🤷‍♂️
Canadian people voted for this! 🤷‍♂️
Identity Attack0.04796442
Insult0.024382202
Profanity0.012346277
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.09438288 Low Con 0.26 Meta_Commentary
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Identity Attack0.003385304
Insult0.032138187
Profanity0.013712646
Threat0.006537435
Severe Toxicity0.0024414062
Low Tox 0.09438288 Moderate Con 0.421 Economic_Argument
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Iam indo canadian from mississauga. We need to crack down on drugs, government should close cannbis stores. Help addicts to deaddict, probide food
Iam indo canadian from mississauga. We need to crack down on drugs, government should close cannbis stores. Help addicts to deaddict, probide food
Identity Attack0.025605056
Insult0.02567133
Profanity0.017572641
Threat0.012699619
Severe Toxicity0.0026512146
Low Tox 0.09394901 Constructive 0.642
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
Identity Attack0.034816213
Insult0.03588435
Profanity0.02071529
Threat0.0062267366
Severe Toxicity0.0016784668
Low Tox 0.09394901 Constructive 0.63
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians appreciating cleanliness’s
Indians appreciating cleanliness’s
Identity Attack0.06476828
Insult0.023866551
Profanity0.025907494
Threat0.008764107
Severe Toxicity0.0035476685
Low Tox 0.09394901 Low Con 0.294 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Identity Attack0.1007269
Insult0.023479814
Profanity0.012448754
Threat0.0061425893
Severe Toxicity0.0022602081
Low Tox 0.09394901 Low Con 0.277 Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared …
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared by everyone. at the next temple, the hindu man talks about how it feels just like his hometown. the difference is telling: one way of speaking makes the community feel wide and inclusive, the other makes it feel narrow and personal. it leaves you wondering when we recreate only one person’s hometown, what happens to ours?
Identity Attack0.062039822
Insult0.029163294
Profanity0.018324144
Threat0.007909686
Severe Toxicity0.002412796
Low Tox 0.09394901 Constructive 0.646
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
Many Indians are GREAT. We are sorry for the bad ones.
Many Indians are GREAT. We are sorry for the bad ones.
Identity Attack0.060675595
Insult0.02193286
Profanity0.027000591
Threat0.00780612
Severe Toxicity0.0028800964
Low Tox 0.09394901 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Identity Attack0.028628819
Insult0.02708937
Profanity0.013336895
Threat0.007068211
Severe Toxicity0.0019359589
Low Tox 0.09394901 Constructive 0.55 Economic_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Identity Attack0.051353373
Insult0.02618698
Profanity0.012073003
Threat0.009281937
Severe Toxicity0.0023174286
Low Tox 0.09394901 Low Con 0.203 Unverified_Claim
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their …
Man just give it a break with your doomposting .All of them are just trying to earn a decent living and are atleast being productive members of society. They're not even bothering anyone with their customs with (no loudspeakers or force conversions unlike some other people) and just want to be treated with some decency.
Identity Attack0.009619443
Insult0.032028005
Profanity0.020032106
Threat0.0064985976
Severe Toxicity0.0014972687
Low Tox 0.09394901 Constructive 0.528 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Identity Attack0.056582913
Insult0.02373764
Profanity0.010074687
Threat0.006550381
Severe Toxicity0.002002716
Low Tox 0.09394901 Constructive 0.558 Economic_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
420$😂😂😂😂 thanks you Liberal's 😂
420$😂😂😂😂 thanks you Liberal's 😂
Identity Attack0.027815815
Insult0.030926194
Profanity0.020578653
Threat0.007922632
Severe Toxicity0.0028800964
Low Tox 0.09394901 Low Con 0.283 Humor_Satire
Jan 14, 2026 Canada’s new rules in 2026
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything to society if they are not honest members of it.
Identity Attack0.016259583
Insult0.038566336
Profanity0.012961143
Threat0.0065115434
Severe Toxicity0.0015258789
Low Tox 0.09394901 Constructive 0.536 Personal_Narrative
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
I believe the last 2 elections where rigged .
I believe the last 2 elections where rigged .
Identity Attack0.0050687063
Insult0.031807642
Profanity0.024814399
Threat0.007534259
Severe Toxicity0.001745224
Low Tox 0.09394901 Low Con 0.289 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Its all so tiring
Its all so tiring
Identity Attack0.0046247323
Insult0.021803947
Profanity0.03389629
Threat0.0103175985
Severe Toxicity0.0028419495
Low Tox 0.09394901 Moderate Con 0.399
Jan 27, 2026 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.