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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 594 of 1230
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
Identity Attack0.09576365
Insult0.05964688
Profanity0.026180768
Threat0.010214032
Severe Toxicity0.0063323975
Low Tox 0.22846605 Low Con 0.295 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
How is going back to Your country of origin a human tragedy?????
How is going back to Your country of origin a human tragedy?????
Identity Attack0.15731181
Insult0.06529768
Profanity0.016479544
Threat0.0077802283
Severe Toxicity0.005531311
Low Tox 0.22846605 Low Con 0.262
Nov 23, 2025 Quebec Ends Economic Immigration Program …
get em up, get em OUT
get em up, get em OUT
Identity Attack0.0076585566
Insult0.04910661
Profanity0.06145202
Threat0.13815513
Severe Toxicity0.009689331
Low Tox 0.22712809 Moderate Con 0.328
Nov 28, 2025 Inside Canada's Indian Metropolis (Brampton)
get them out!!
get them out!!
Identity Attack0.009545447
Insult0.059061307
Profanity0.031641733
Threat0.1284288
Severe Toxicity0.0063323975
Low Tox 0.22712809 Moderate Con 0.381 Call_To_Action
Jan 4, 2026 1 likes New rules, regulations take effect …
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
Identity Attack0.25986546
Insult0.0777699
Profanity0.06495911
Threat0.008026198
Severe Toxicity0.0074386597
Low Tox 0.22712809 Low Con 0.297 Comparative_Framing
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
What's so bad about going back to your home country???? IJS
What's so bad about going back to your home country???? IJS
Identity Attack0.109318495
Insult0.039737478
Profanity0.030138692
Threat0.007547205
Severe Toxicity0.005836487
Low Tox 0.22712809 Moderate Con 0.421 Policy_Critique
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Identity Attack0.26155844
Insult0.06953252
Profanity0.015386449
Threat0.009722093
Severe Toxicity0.008125305
Low Tox 0.22712809 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY 3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left …
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY 3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left "at home"
Identity Attack0.27701542
Insult0.05262003
Profanity0.045670103
Threat0.010938995
Severe Toxicity0.009269714
Low Tox 0.22712809 Moderate Con 0.387 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Identity Attack0.026810925
Insult0.1505596
Profanity0.028640235
Threat0.007922632
Severe Toxicity0.004005432
Low Tox 0.22712809 Moderate Con 0.346
Nov 25, 2025 4 likes Thousands of refugees allowed into …
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the …
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the smell.
Identity Attack0.094936445
Insult0.071116626
Profanity0.09518933
Threat0.011172019
Severe Toxicity0.008773804
Low Tox 0.22712809 Constructive 0.667 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I like that polish guy 😂 spitting facts
I like that polish guy 😂 spitting facts
Identity Attack0.08500996
Insult0.07270074
Profanity0.11292298
Threat0.013424582
Severe Toxicity0.008506775
Low Tox 0.22712809 Moderate Con 0.398 Meta_Commentary
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of …
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of privilege when they force this hellscape on the rest of us.
Identity Attack0.033527173
Insult0.09855611
Profanity0.13873272
Threat0.008362788
Severe Toxicity0.0046920776
Low Tox 0.22712809 Constructive 0.52 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Now Indians will start coming to Europe freely.
Now Indians will start coming to Europe freely.
Identity Attack0.27510223
Insult0.05262003
Profanity0.052934792
Threat0.011482717
Severe Toxicity0.008621216
Low Tox 0.22712809 Low Con 0.149 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
Identity Attack0.011543332
Insult0.06407392
Profanity0.11539881
Threat0.03235042
Severe Toxicity0.011062622
Low Tox 0.22712809 Moderate Con 0.435 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
Identity Attack0.099072486
Insult0.07016616
Profanity0.024814399
Threat0.012130005
Severe Toxicity0.0064086914
Low Tox 0.22712809 Moderate Con 0.307
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Indian owns Canada!
Indian owns Canada!
Identity Attack0.26494437
Insult0.06494803
Profanity0.022628209
Threat0.00789674
Severe Toxicity0.0064468384
Low Tox 0.22712809 Low Con 0.291 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Too many handouts!!! Stop 🛑 this madness.
Too many handouts!!! Stop 🛑 this madness.
Identity Attack0.0031633168
Insult0.14150882
Profanity0.048425674
Threat0.0077025536
Severe Toxicity0.003376007
Low Tox 0.22712809 Low Con 0.181 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
These smugglers promote their business openly on social media exposing their clients and themselves, still no actions are taken against them so far.
These smugglers promote their business openly on social media exposing their clients and themselves, still no actions are taken against them so far.
Identity Attack0.019274252
Insult0.1662211
Profanity0.023311393
Threat0.010265815
Severe Toxicity0.0041389465
Low Tox 0.22712809 Low Con 0.293 Policy_Critique
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
Identity Attack0.011765319
Insult0.16195811
Profanity0.017982552
Threat0.0064468146
Severe Toxicity0.0024986267
Low Tox 0.22712809 Low Con 0.215 Comparative_Framing
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
Identity Attack0.24293575
Insult0.05262003
Profanity0.03489832
Threat0.010162249
Severe Toxicity0.009994507
Low Tox 0.22579013 Low Con 0.22
Feb 10, 2026 Inside Canada's Indian Invasion...
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are …
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are shocking our economy and dropping our quality of life. And the majority of these immigrants come from one country. No hate to India, as a half Indian myself, but when you bring these people over in droves, they feel it unnecessary to assimilate as they all coalesce with each other - where they feel comfortable. So you have the majority of them who don't speak our language, who don't carry our values, and don't feel that any of it is required. And it makes you feel, as a Canadian like you're being taken over. We want a lower immigration rate, and we want a greater spread of people from across the world. I don't want Canada to become India.
Identity Attack0.24970764
Insult0.08582769
Profanity0.029050145
Threat0.008686432
Severe Toxicity0.00705719
Low Tox 0.22579013 Constructive 0.843
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Identity Attack0.17614605
Insult0.08533409
Profanity0.06295506
Threat0.0077802283
Severe Toxicity0.0062179565
Low Tox 0.22579013 Constructive 0.538 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian citizen, our government is giving them way too much. They are changing the rules and laws to cater towards the Indian Invasion. While real Canadian citizens are left in the dark.
As a Canadian citizen, our government is giving them way too much. They are changing the rules and laws to cater towards the Indian Invasion. While real Canadian citizens are left in the dark.
Identity Attack0.23391083
Insult0.07840354
Profanity0.017162729
Threat0.0078449575
Severe Toxicity0.0051498413
Low Tox 0.22579013 Moderate Con 0.454 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
as someone who lives in canada i don’t mind indian, punjab or whatever race at all. i like the diversity here and wouldn’t have it any other way
as someone who lives in canada i don’t mind indian, punjab or whatever race at all. i like the diversity here and wouldn’t have it any other way
Identity Attack0.28034934
Insult0.04910661
Profanity0.03690237
Threat0.00780612
Severe Toxicity0.007896423
Low Tox 0.22579013 Constructive 0.515
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Identity Attack0.23542951
Insult0.0654725
Profanity0.018529098
Threat0.04098356
Severe Toxicity0.0074768066
Low Tox 0.22579013 Constructive 0.639 Fear_Threat
Jan 28, 2026 1 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.