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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

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.

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30,738 comments · Page 599 of 1230
They say we “won” WW2 but I’d prefer to speak Japanese than Hindi, Arabic or Somali
They say we “won” WW2 but I’d prefer to speak Japanese than Hindi, Arabic or Somali
Identity Attack0.24970764
Insult0.037395194
Profanity0.057944927
Threat0.018364733
Severe Toxicity0.009765625
Low Tox 0.22177623 Moderate Con 0.31
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
There will be blood
There will be blood
Identity Attack0.029917859
Insult0.02425329
Profanity0.089370176
Threat0.13700877
Severe Toxicity0.012962224
Low Tox 0.22177623 Low Con 0.28
Nov 21, 2025 Thousands of refugees allowed into …
GOOD, WE DON'T NEED anymore immigrants into this country who will just leech out to the system! As a taxpayer, I AM fed up looking at the mismanagement ofy cheque to cheque tax payments!!
GOOD, WE DON'T NEED anymore immigrants into this country who will just leech out to the system! As a taxpayer, I AM fed up looking at the mismanagement ofy cheque to cheque tax payments!!
Identity Attack0.11935498
Insult0.02070414
Profanity0.0002571182
Threat0.013806306
Severe Toxicity0.000019551691
Low Tox 0.22169763
Apr 23, 2025 2 likes
I feel so bad for the Canadian living in that city.. it's like they're colonizing the city... that's scary!
I feel so bad for the Canadian living in that city.. it's like they're colonizing the city... that's scary!
Identity Attack0.22063516
Insult0.06687108
Profanity0.014771583
Threat0.009204263
Severe Toxicity0.005264282
Low Tox 0.22043827 Constructive 0.535 Fear_Threat
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
Identity Attack0.11163961
Insult0.09270445
Profanity0.03915693
Threat0.00866054
Severe Toxicity0.005302429
Low Tox 0.22043827 Low Con 0.27 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
“I don’t have the $6,000 but I got a knife from the gas station” -Tyler Oliveira
“I don’t have the $6,000 but I got a knife from the gas station” -Tyler Oliveira
Identity Attack0.008879486
Insult0.020901557
Profanity0.038154904
Threat0.30148876
Severe Toxicity0.013607788
Low Tox 0.22043827 Low Con 0.252 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Difference between the somali community and indian community is night and day... indian people generally have a very strong work ethic and are educated but like with everything there is diminishing marginal utility when you …
Difference between the somali community and indian community is night and day... indian people generally have a very strong work ethic and are educated but like with everything there is diminishing marginal utility when you decide to import in mass. It's not optimal.
Identity Attack0.27701542
Insult0.076819435
Profanity0.025360947
Threat0.00746953
Severe Toxicity0.005760193
Low Tox 0.22043827 Constructive 0.608
Jan 27, 2026 Inside Canada's Indian Invasion...
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Immigration should be slashed to zero until our economy, housing, schools, healthcare, etc, recovers to a reasonable level, like before 2015 at least
Immigration should be slashed to zero until our economy, housing, schools, healthcare, etc, recovers to a reasonable level, like before 2015 at least
Identity Attack0.2028587
Insult0.0279513
Profanity0.023106437
Threat0.04167421
Severe Toxicity0.009536743
Low Tox 0.22043827 Moderate Con 0.336
Jan 3, 2026 105 likes New rules, regulations take effect …
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
Identity Attack0.2331515
Insult0.042665333
Profanity0.036401358
Threat0.022681303
Severe Toxicity0.009155273
Low Tox 0.22043827 Low Con 0.189 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Brampton? Flower Town? The smell alone is terrifying.😷
Brampton? Flower Town? The smell alone is terrifying.😷
Identity Attack0.008361516
Insult0.15698463
Profanity0.020920247
Threat0.0067963502
Severe Toxicity0.003452301
Low Tox 0.22043827 Low Con 0.295 Humor_Satire
Oct 11, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Gfy
Gfy
Identity Attack0.015254694
Insult0.077136256
Profanity0.22889622
Threat0.009281937
Severe Toxicity0.012359619
Low Tox 0.22043827 Moderate Con 0.422
Jan 8, 2026 New rules, regulations take effect …
Punjab suppressed haha next joke please
Punjab suppressed haha next joke please
Identity Attack0.17614605
Insult0.16480011
Profanity0.09775851
Threat0.054947287
Severe Toxicity0.020127986
Low Tox 0.22043827 Moderate Con 0.348 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CANADA IS FINISHED
CANADA IS FINISHED
Identity Attack0.11396073
Insult0.03489272
Profanity0.034146797
Threat0.07323132
Severe Toxicity0.012130737
Low Tox 0.22043827 Low Con 0.258 Fear_Threat
Oct 3, 2025 1 likes IRCC Names India in Study …
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
Identity Attack0.25140062
Insult0.061451588
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077056885
Low Tox 0.22043827 Low Con 0.279 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So denying any educational rights means they are less intelligent hmmmm
So denying any educational rights means they are less intelligent hmmmm
Identity Attack0.019475231
Insult0.13245803
Profanity0.02522431
Threat0.0074824756
Severe Toxicity0.0030326843
Low Tox 0.22043827 Low Con 0.171 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Identity Attack0.009249465
Insult0.07491849
Profanity0.057944927
Threat0.02613456
Severe Toxicity0.0065994263
Low Tox 0.22043827 Constructive 0.645
Jan 27, 2026 Inside Canada's Indian Invasion...
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Identity Attack0.2764353
Insult0.05262003
Profanity0.01442999
Threat0.008246276
Severe Toxicity0.005378723
Low Tox 0.22043827 Moderate Con 0.38 Comparative_Framing
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Hey don’t they just stay in their own country and fix it!?
Hey don’t they just stay in their own country and fix it!?
Identity Attack0.16159154
Insult0.062150877
Profanity0.022149978
Threat0.010550622
Severe Toxicity0.0064849854
Low Tox 0.22043827 Low Con 0.224 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Pajeets think India is go great yet flock to leave first chance they get
Pajeets think India is go great yet flock to leave first chance they get
Identity Attack0.1508922
Insult0.16831873
Profanity0.096805766
Threat0.014048163
Severe Toxicity0.010147095
Low Tox 0.22043827 Low Con 0.176
Jan 27, 2026 Inside Canada's Indian Invasion...
The chubby dude on the bike speaks the truth.
The chubby dude on the bike speaks the truth.
Identity Attack0.0093974555
Insult0.16788013
Profanity0.052934792
Threat0.007922632
Severe Toxicity0.0041770935
Low Tox 0.22043827 Moderate Con 0.302 Meta_Commentary
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our politicians are living a life of rockstars and Hollywood actors while the rest of the country is struggling to put food on the table. Take away the hefty wages and pensions and let’s see how many people want to be politicians then. What happened to accountability in this country?! There is no accountability anywhere! All you hear and see is excuses and lies!
Identity Attack0.017364962
Insult0.16861114
Profanity0.020373698
Threat0.008129764
Severe Toxicity0.003452301
Low Tox 0.22043827 Moderate Con 0.435
Oct 2, 2025 IRCC Names India in Study …
I'm from Ohio, US. I wanted to visit India but I decided to go to Toronto instead, now I don't want to go to India anymore.
I'm from Ohio, US. I wanted to visit India but I decided to go to Toronto instead, now I don't want to go to India anymore.
Identity Attack0.28034934
Insult0.034451995
Profanity0.026454043
Threat0.009877442
Severe Toxicity0.0065231323
Low Tox 0.22043827 Constructive 0.557
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal corruption is endless. The mainstream media will continue to publish and support false facts while protecting Liberal optics.
Liberal corruption is endless. The mainstream media will continue to publish and support false facts while protecting Liberal optics.
Identity Attack0.06294931
Insult0.15556364
Profanity0.015113175
Threat0.0075083673
Severe Toxicity0.00289917
Low Tox 0.22043827 Low Con 0.101 Policy_Critique
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …

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.