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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 580 of 1230
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming asylum on the grounds of political persecution as soon as their boat lands on Canadian shores .
Identity Attack0.22783615
Insult0.08831572
Profanity0.01893901
Threat0.00951496
Severe Toxicity0.0050735474
Low Tox 0.23523538 Constructive 0.534 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon its culture. my roots come from ukraine and poland. but im canadian. i work with many ukrainians that fled the war, they're labelled as 'displaced peoples (funny because theyre chritian and white), recieve no federal assistance some have even gone back to ukraine! meanwhile (conveniently 'non white' other religion) new canadians receive extensive federal assistance
Identity Attack0.25309357
Insult0.083359696
Profanity0.024131214
Threat0.008867673
Severe Toxicity0.006828308
Low Tox 0.23523538 Constructive 0.649 Identity_Assertion
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
The west is being turned into the third world
The west is being turned into the third world
Identity Attack0.18391247
Insult0.06250052
Profanity0.05017922
Threat0.01052473
Severe Toxicity0.007858276
Low Tox 0.23523538 Low Con 0.176 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Crazy someone mentioned Ryerson like it’s a uni to be proud of😅
Crazy someone mentioned Ryerson like it’s a uni to be proud of😅
Identity Attack0.0056236745
Insult0.16883044
Profanity0.08355101
Threat0.006576272
Severe Toxicity0.003566742
Low Tox 0.23523538 Moderate Con 0.367 Humor_Satire
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
There was mention of a family of 8. Was that two parents with 6 kids? If so, they are people who have already proven themselves to be selfish and irresponsible. Our earth is not coping …
There was mention of a family of 8. Was that two parents with 6 kids? If so, they are people who have already proven themselves to be selfish and irresponsible. Our earth is not coping with human consumption and waste. Total consumption is determined by the number of individuals consuming and how much each consumes. To bring people into OECD countries and endow them with a western living standard, without demanding that they first achieve a western level of reproductive restraint is morally reprehensible. The most inhumane men in the world are those who start children when they cannot offer an acceptable living standard to the children they already have.
Identity Attack0.020178653
Insult0.17361937
Profanity0.025087673
Threat0.0072365063
Severe Toxicity0.00415802
Low Tox 0.23523538 Moderate Con 0.389
Feb 18, 2019 How much do refugees and …
Send all of them back!
Send all of them back!
Identity Attack0.068465814
Insult0.06250052
Profanity0.024541125
Threat0.12536226
Severe Toxicity0.009651184
Low Tox 0.23523538 Low Con 0.229 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
They are dangerous in marriage fraud to get their landed status
They are dangerous in marriage fraud to get their landed status
Identity Attack0.09080041
Insult0.082866095
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.23523538 Low Con 0.253 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Identity Attack0.21668483
Insult0.082866095
Profanity0.03189224
Threat0.009696201
Severe Toxicity0.0119018555
Low Tox 0.23523538 Moderate Con 0.425 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Identity Attack0.0233943
Insult0.100019015
Profanity0.028776871
Threat0.04201601
Severe Toxicity0.004825592
Low Tox 0.23523538 Moderate Con 0.461 Call_To_Action
Feb 6, 2026 Inside Canada's Indian Invasion...
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! And speaking of people who 'established' things: Have you noticed all the homeless folks? They’re overwhelmingly non-brown people. It’s almost baffling—here they are, the supposed descendants of 'pioneers' who’ve had centuries to 'build and settle,' and yet they apparently still couldn't manage to establish anything for themselves. I guess that superior heritage and centuries of head-start didn't quite translate into a sturdy roof, did it? How wonderfully ironic
Identity Attack0.24293575
Insult0.08484049
Profanity0.02433617
Threat0.007870848
Severe Toxicity0.0061798096
Low Tox 0.23523538 Constructive 0.546
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
white immigrants are fine, and it has been proven they assimilate and work hard
white immigrants are fine, and it has been proven they assimilate and work hard
Identity Attack0.26155844
Insult0.04090862
Profanity0.07223598
Threat0.008155655
Severe Toxicity0.008506775
Low Tox 0.23523538 Low Con 0.28
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but …
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but my own friend, an engineering graduate, is working as a cashier in Canada while he had a good job offer in India. Indians, have some dignity. Don’t blindly chase the Canadian dream.
Identity Attack0.2700233
Insult0.08533409
Profanity0.015693882
Threat0.008311004
Severe Toxicity0.0045394897
Low Tox 0.23523538 Constructive 0.645
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Identity Attack0.04796442
Insult0.16868424
Profanity0.018529098
Threat0.0069905366
Severe Toxicity0.004119873
Low Tox 0.23523538 Moderate Con 0.379
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
Identity Attack0.025404079
Insult0.1342682
Profanity0.020920247
Threat0.011379151
Severe Toxicity0.005455017
Low Tox 0.23523538 Moderate Con 0.384 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
The guy on the bike is wild
The guy on the bike is wild
Identity Attack0.023796257
Insult0.11172232
Profanity0.09518933
Threat0.0130621
Severe Toxicity0.0075531006
Low Tox 0.23523538 Moderate Con 0.33 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Chuds will complain about Indian immigration but then still defend capitalism.
Chuds will complain about Indian immigration but then still defend capitalism.
Identity Attack0.23618884
Insult0.07903719
Profanity0.047674157
Threat0.010783645
Severe Toxicity0.005531311
Low Tox 0.23523538 Low Con 0.166 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Identity Attack0.28883415
Insult0.11616662
Profanity0.10301965
Threat0.021127338
Severe Toxicity0.01896597
Low Tox 0.23523538 Moderate Con 0.382 Question
Mar 1, 2026 Inside Canada's Indian Invasion...
pleeeeeeSSSSSEEE do perth aus chines and indian
pleeeeeeSSSSSEEE do perth aus chines and indian
Identity Attack0.23163283
Insult0.034341812
Profanity0.07676199
Threat0.025098583
Severe Toxicity0.013607788
Low Tox 0.23523538 Moderate Con 0.304 Question
Feb 25, 2026 Inside Canada's Indian Invasion...
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, …
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, fraudulent, and opportunistic. Canada builds the world biggest amusement park and puts up signs for FREE ADMISSION, NOW AND FOREVER. So taken-advantage-of.
Identity Attack0.10221587
Insult0.16124763
Profanity0.016342908
Threat0.0067186756
Severe Toxicity0.0045776367
Low Tox 0.23523538 Low Con 0.234
Dec 26, 2025 1 likes Deportations From Canada at Their …
I will say at least bhudists don't sit and preach to you when they feed you, if one is doing good to score points for their religion then they are not doing good for the …
I will say at least bhudists don't sit and preach to you when they feed you, if one is doing good to score points for their religion then they are not doing good for the sake of being good.
Identity Attack0.28034934
Insult0.06634661
Profanity0.049678206
Threat0.008841781
Severe Toxicity0.006828308
Low Tox 0.23523538 Constructive 0.523
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler once again shows why he is the worlds biggest POS
Tyler once again shows why he is the worlds biggest POS
Identity Attack0.011839314
Insult0.16868424
Profanity0.0913099
Threat0.0072106146
Severe Toxicity0.00667572
Low Tox 0.23523538 Low Con 0.153 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
come to surrey bc canada n it will be worse
come to surrey bc canada n it will be worse
Identity Attack0.09245483
Insult0.08459369
Profanity0.027820412
Threat0.02371728
Severe Toxicity0.005378723
Low Tox 0.23523538 Moderate Con 0.309
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is spitting facts
Guy on the bike is spitting facts
Identity Attack0.009249465
Insult0.13245803
Profanity0.09066332
Threat0.010084574
Severe Toxicity0.005683899
Low Tox 0.23523538 Moderate Con 0.322 Meta_Commentary
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.