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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

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30,738 comments · Page 427 of 1230
I inherited all my hostilities against immigrants from my father's side of the family.
I inherited all my hostilities against immigrants from my father's side of the family.
Identity Attack0.3802808
Insult0.0777699
Profanity0.07047026
Threat0.06238277
Severe Toxicity0.01302678
Moderate 0.3281604 Moderate Con 0.439
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Identity Attack0.4006267
Insult0.13607834
Profanity0.023174755
Threat0.009281937
Severe Toxicity0.012833111
Moderate 0.3281604 Low Con 0.263 Question
Aug 30, 2025 Why Canadians Are Turning Against …
Canada needs to deport all immigrants of the last 12 years
Canada needs to deport all immigrants of the last 12 years
Identity Attack0.3802808
Insult0.07491849
Profanity0.028640235
Threat0.10236332
Severe Toxicity0.013736901
Moderate 0.3281604 Low Con 0.142 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What about White Invasion of Canada…
What about White Invasion of Canada…
Identity Attack0.38215697
Insult0.08410009
Profanity0.035148825
Threat0.0104988385
Severe Toxicity0.014188796
Moderate 0.3281604 Low Con 0.268 Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
i liked the white guy on the bicycle. i agree with all of his opinions
i liked the white guy on the bicycle. i agree with all of his opinions
Identity Attack0.36702603
Insult0.082372494
Profanity0.08613731
Threat0.060443077
Severe Toxicity0.02116089
Moderate 0.3281604 Moderate Con 0.408 Meta_Commentary
Feb 14, 2026 Inside Canada's Indian Invasion...
It's a shame Canadians aren't granted the privilege of a vote
It's a shame Canadians aren't granted the privilege of a vote
Identity Attack0.3758158
Insult0.16788013
Profanity0.025497584
Threat0.008738215
Severe Toxicity0.01083374
Moderate 0.3281604 Moderate Con 0.366 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Identity Attack0.036878675
Insult0.14331897
Profanity0.27747265
Threat0.009256045
Severe Toxicity0.017222947
Moderate 0.3281604 Moderate Con 0.39 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Identity Attack0.23163283
Insult0.3388922
Profanity0.027000591
Threat0.0069516995
Severe Toxicity0.0073623657
Moderate 0.3281604 Low Con 0.116 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The lady in green, told the truth. "we worked hard, new immigrants don't work hard anymore" well it's because new generation knows how to navigate through the noise and get the things done. I hope …
The lady in green, told the truth. "we worked hard, new immigrants don't work hard anymore" well it's because new generation knows how to navigate through the noise and get the things done. I hope that everybody knows that, even. white in this country are immigrants lol.
Identity Attack0.3817989
Insult0.15627414
Profanity0.062454045
Threat0.0078449575
Severe Toxicity0.011444092
Moderate 0.3281604 Constructive 0.727 Moral_Argument
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
Yes they do go to their bmw and pretend to be different households to get extra free food.its dispicable I see it all the time
Yes they do go to their bmw and pretend to be different households to get extra free food.its dispicable I see it all the time
Identity Attack0.01555616
Insult0.33154017
Profanity0.06195303
Threat0.007948523
Severe Toxicity0.005493164
Moderate 0.3281604 Moderate Con 0.439
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
mass deportations are needed
mass deportations are needed
Identity Attack0.2823795
Insult0.054962315
Profanity0.06796519
Threat0.13700877
Severe Toxicity0.021290002
Moderate 0.3281604 Low Con 0.242 Call_To_Action
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the corruption from their own chiefs, theyll fight each other and one day 'new canadian' (once a minority cultural decent) will flood the country and then they can fight it out with natives. 'white' people cant afford to sustain natives and immigrant hand outs. both out populate 'white' canadians who pay the most taxes and have become the most discriminated. they wonder why existing canadian citizens birth numbers are down? high taxes, no assistance, high cost of living. we cant afford to raise big families. when they try bring in sharia law and christians become a minority, we will see another crusade
Identity Attack0.3817989
Insult0.21368977
Profanity0.041160982
Threat0.013579931
Severe Toxicity0.0125103295
Moderate 0.3281604 Constructive 0.557 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with my 3 year old & nobody looks like me( im fine with that) what im not fine is that nobody is speaking English ffs!! I feel a foreigner in the place i was born & raised
Identity Attack0.37152436
Insult0.16831873
Profanity0.08549073
Threat0.0074436385
Severe Toxicity0.013478675
Moderate 0.3281604 Constructive 0.611
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
Identity Attack0.36733335
Insult0.11616662
Profanity0.075792134
Threat0.013321015
Severe Toxicity0.013672344
Moderate 0.3281604 Low Con 0.271 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
These guys said no to me for working... like the amount of nos cause I was white. Ya. Ok. In my own country. It hard to get work!
These guys said no to me for working... like the amount of nos cause I was white. Ya. Ok. In my own country. It hard to get work!
Identity Attack0.37953663
Insult0.123407245
Profanity0.096482486
Threat0.010731863
Severe Toxicity0.013607788
Moderate 0.3281604 Constructive 0.521 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
These are people who defaecate on our beaches and throw garbage in our parks and rivers that Canadian taxpayers pay for to keep clean🇨🇦
These are people who defaecate on our beaches and throw garbage in our parks and rivers that Canadian taxpayers pay for to keep clean🇨🇦
Identity Attack0.034300596
Insult0.29383746
Profanity0.07643871
Threat0.0091524795
Severe Toxicity0.010070801
Moderate 0.3281604 Moderate Con 0.362
Aug 25, 2025 528 likes Why Canadians Are Turning Against …
bro is trying to get hated again LOL
bro is trying to get hated again LOL
Identity Attack0.058401883
Insult0.11172232
Profanity0.13256322
Threat0.017846745
Severe Toxicity0.012574885
Moderate 0.3281604 Low Con 0.207 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
Identity Attack0.35299334
Insult0.24928534
Profanity0.06946823
Threat0.008556974
Severe Toxicity0.010528564
Moderate 0.3281604 Low Con 0.272
Sep 18, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
Tim Hortons part killed me 😂😂 Its like that through the entire country 😬😬
Tim Hortons part killed me 😂😂 Its like that through the entire country 😬😬
Identity Attack0.025605056
Insult0.034451995
Profanity0.12220735
Threat0.34804323
Severe Toxicity0.019740647
Moderate 0.3281604 Moderate Con 0.388
Jan 27, 2026 Inside Canada's Indian Invasion...
It's time to start deporting We want our Country back
It's time to start deporting We want our Country back
Identity Attack0.29035977
Insult0.07935401
Profanity0.02932342
Threat0.054624002
Severe Toxicity0.017222947
Moderate 0.3281604 Low Con 0.254 Call_To_Action
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
i am okay that canada will be just brown skin people in future and nobody else i do not know what country be like if it is be more like country and culture they left …
i am okay that canada will be just brown skin people in future and nobody else i do not know what country be like if it is be more like country and culture they left behind so it is .
Identity Attack0.39334553
Insult0.10587067
Profanity0.032142747
Threat0.010447056
Severe Toxicity0.01393057
Moderate 0.3281604 Moderate Con 0.326
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Identity Attack0.3802808
Insult0.1469393
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.017803956
Moderate 0.3281604 Moderate Con 0.445 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white …
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white people to hate the past, feminism, and queer theory being pushed, definitely doesn't help. I can't even go to a foodbank for a few basics, without a 3 hour wait from all the recent immigrants that don't speak English, and push their way thru lines
Identity Attack0.39773783
Insult0.16788013
Profanity0.055940874
Threat0.008738215
Severe Toxicity0.012207031
Moderate 0.3281604 Constructive 0.661 Economic_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
indian people are either the nicest people you meet or the most annoying.
indian people are either the nicest people you meet or the most annoying.
Identity Attack0.36733335
Insult0.17486192
Profanity0.1184936
Threat0.00756015
Severe Toxicity0.0128976675
Moderate 0.3281604 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 5 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.