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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 235 of 1230
When are they going to cut them down in size We have people starving that were born here .Like the Muslims they’ll take over like they talked Texas into letting them in
When are they going to cut them down in size We have people starving that were born here .Like the Muslims they’ll take over like they talked Texas into letting them in
Identity Attack0.50917345
Insult0.28997475
Profanity0.17334256
Threat0.44185185
Severe Toxicity0.13336399
Moderate 0.45396814 Moderate Con 0.305 Identity Attack
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
Identity Attack0.3895355
Insult0.46476576
Profanity0.11477985
Threat0.00967031
Severe Toxicity0.01735206
Moderate 0.45396814 Moderate Con 0.414
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Ban India for 10 years and more for destroying Canada with fraud!
Ban India for 10 years and more for destroying Canada with fraud!
Identity Attack0.46028158
Insult0.37392882
Profanity0.044167064
Threat0.07399795
Severe Toxicity0.023076924
Moderate 0.45396814 Low Con 0.16 Call_To_Action
Oct 4, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the …
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the gov as well as their wages. My rent has raised 235 dollars a month in the past year but the immigrants have their rent paid for the the same gov who hasnt given us a raise. My 16 yr old grandaughter was working at subway and an immigrant harrassed her, touched her face, told her how sexy she was a.s that he wanted to have sex with her. And wheb she said she was only 16 yrs ol and he was 38, he said its ok in my culture. Subway did quietly fire him, but made her sign a confidentially clause.
Identity Attack0.2877625
Insult0.2838064
Profanity0.3158166
Threat0.10696311
Severe Toxicity0.02373986
Moderate 0.45396814 Constructive 0.799
Nov 15, 2025 1 likes Why Canadians Are Turning Against …
They should follow Uganda's example and deport all poopjeeets
They should follow Uganda's example and deport all poopjeeets
Identity Attack0.38200524
Insult0.41767508
Profanity0.36230123
Threat0.13566011
Severe Toxicity0.041283876
Moderate 0.45396814 Low Con 0.132 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
It isnt racist to notice patterns. We are 6% of the global population supporting the other 94. Whites are a successful minority hated by braindeads
It isnt racist to notice patterns. We are 6% of the global population supporting the other 94. Whites are a successful minority hated by braindeads
Identity Attack0.48915586
Insult0.43450394
Profanity0.22105443
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.307 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Is that white guy with the bicycle a racist comedian?
Is that white guy with the bicycle a racist comedian?
Identity Attack0.46028158
Insult0.40243408
Profanity0.12035047
Threat0.009722093
Severe Toxicity0.022322904
Moderate 0.45396814 Low Con 0.207 Question
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna …
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna extend their Dynasty for now.....and if you are not happy with them then breed mfs.....saying as a white btw
Identity Attack0.5039629
Insult0.34203702
Profanity0.29209393
Threat0.06270605
Severe Toxicity0.030523606
Moderate 0.45396814 Moderate Con 0.389 Identity Attack Humor_Satire
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have always hated immigrants.
Canadians have always hated immigrants.
Identity Attack0.5274064
Insult0.26957804
Profanity0.104876526
Threat0.010602405
Severe Toxicity0.02116089
Moderate 0.45396814 Low Con 0.286 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It's back up! Up yours pajeets 🖕🏽
It's back up! Up yours pajeets 🖕🏽
Identity Attack0.11744241
Insult0.48569724
Profanity0.44613865
Threat0.10696311
Severe Toxicity0.34935045
Moderate 0.45396814 Low Con 0.231 Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Targeting indian for view great
Targeting indian for view great
Identity Attack0.5135796
Insult0.18604483
Profanity0.1854088
Threat0.4352635
Severe Toxicity0.14916596
Moderate 0.45396814 Moderate Con 0.315 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They took the title of the WORST aggressive, careless, rude drivers.
They took the title of the WORST aggressive, careless, rude drivers.
Identity Attack0.013847848
Insult0.5130944
Profanity0.03389629
Threat0.008582866
Severe Toxicity0.010757446
Moderate 0.45396814 Moderate Con 0.33 Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I don’t think an Indian will never be considered a real Canadian. When I think of Canadian I think of a White person, a Métis person, or an Eskimo person. Indians are interlopers upon Canadian …
I don’t think an Indian will never be considered a real Canadian. When I think of Canadian I think of a White person, a Métis person, or an Eskimo person. Indians are interlopers upon Canadian civilization.
Identity Attack0.55044734
Insult0.3493834
Profanity0.10301965
Threat0.01750142
Severe Toxicity0.023645958
Moderate 0.45396814 Moderate Con 0.432 Identity Attack
Oct 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for …
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most corrupt government in Canadian history (33 listed below and counting): Green Slush Fund (SDTC) – $1B+ in questionable clean-tech grants SNC-Lavalin Affair – Political interference in criminal prosecution ArriveCAN App – ~$60M for a basic travel app WE Charity Scandal – ~$912M contract to connected insiders Phoenix Pay System – $3.5B+ and still failing McKinsey Consulting Contracts – $500M+ outsourced policy work Foreign Interference Scandal – Intelligence warnings ignored Organized Crime & B.C. Money Laundering – Triad-linked casino and real estate laundering Fentanyl & Opioid Crisis – Border failures and weak enforcement Aga Khan Vacation Ethics Breach – Illegal luxury trip Randy Boissonnault Scandal – Business ties and lobbying questions Investing in Canada Plan – ~$92B in poorly tracked infrastructure spending PMO / Telford Staff Scandals – Obstruction and document withholding Bill Morneau Controversies – WE ties, pension conflicts Paul Chiang Controversy – Foreign interference allegations Unlawful Emergencies Act Use (Trucker Convoy) – Bank accounts frozen, later ruled illegal Firearms Buyback Fiasco – Projected $2B–$6B and counting Mark Carney / Brookfield Conflicts – Offshore tax structures, revolving-door politics Chrystia Freeland Ukraine Funding Controversy – Oversight concerns Baylis Medical Ventilator Contract – ~$237M contract awarded to a firm owned by a former Liberal MP for COVID-19 equipment. Mary Ng Ethics Breach – Multiple government contracts directed to a close personal friend and media personality. Dominic LeBlanc Ethics Breach – Awarding a lucrative Arctic surf clam license to a company linked to his wife’s family. NSICOP "Traitor" MP Allegations – National intelligence reports of sitting MPs "wittingly" collaborating with foreign hostile states. Admiral Mark Norman Prosecution – A failed $50M legal battle involving alleged political interference in a naval procurement contract. Han Dong Controversy – Resignation from caucus following allegations of CCP involvement in his nomination and conduct. Governor General Expense Scandals – ~$1.3M in luxury travel, high-end catering, and secretive villa renovations under Payette and Simon. PBO Carbon Tax Gag Order – Government blocking the Budget Officer from releasing internal data showing the tax’s true economic hit. GC Strategies $250M Windfall – Total federal contracts awarded to the two-person ArriveCAN firm since 2015 across multiple departments. Public Health Agency (PHAC) Missing Data – Intentional destruction of emails and documents related to the Winnipeg Lab security breach. Sustainable Development Technology Canada (SDTC) RCMP Probe – Formal criminal investigation into 186 cases of alleged conflicts and $390M in funding. "The Other Randy" Business Scandal – Investigation into text messages suggesting a Cabinet Minister remained active in private business. COVID-19 Quarantine Hotel Fiasco – Billions spent on mandatory hotel stays marked by reports of safety failures and lack of oversight. Parliamentary Witness Coaching Scandal – $263,000 in taxpayer funds spent to "coach" government employees and witnesses on how to spin answers at committee. Etc Etc The Liberal performance review: rushed programs, no transparency, friends get paid, costs explode, and no one is held accountable. Over a decade, this government has burned through $100B+ in waste, failed programs, insider contracts, and ethics breaches—with zero consequences—all on the backs of taxpayers while they get rich.
Identity Attack0.37879246
Insult0.4747285
Profanity0.21024476
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.497 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport the smellies
Deport the smellies
Identity Attack0.3908055
Insult0.40189892
Profanity0.2263305
Threat0.14960353
Severe Toxicity0.023505108
Moderate 0.45396814 Low Con 0.238 Fear_Threat
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
Identity Attack0.5135796
Insult0.34135336
Profanity0.12551236
Threat0.038220957
Severe Toxicity0.023176458
Moderate 0.45396814 Low Con 0.282 Identity Attack Humor_Satire
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew …
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew then this whole doctors and engineers thing is a charade. I even asked him about his mental diagnoses, and he said "the canada didnt care". ( im born and bred canadian) saskatchewan
Identity Attack0.37222284
Insult0.50440645
Profanity0.1854088
Threat0.009929225
Severe Toxicity0.020127986
Moderate 0.45396814 Constructive 0.549 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Refugees are not a problem to me. FAKE refugees are!
Refugees are not a problem to me. FAKE refugees are!
Identity Attack0.46028158
Insult0.41530323
Profanity0.12096943
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.45396814 Low Con 0.256
Nov 21, 2025 Thousands of refugees allowed into …
Does anyone else feel like a minority in the town they were born. I was pulled over by the RCMP not long ago. They were both East Indians. One of which could barely speak proper …
Does anyone else feel like a minority in the town they were born. I was pulled over by the RCMP not long ago. They were both East Indians. One of which could barely speak proper English. I had an East Indian friend with me. I was interrogated more about being with an Indian woman than I was for speeding. They didn’t even care about my speed but pulled me back to their cruiser and kept questioning my intentions with the woman. Was fucking terrifying! So I went to the detachment to complain. Guess who the staff sergeant was. Another fucking East Indian🤦‍♂️ this is no longer Canada😑
Identity Attack0.38208112
Insult0.36193377
Profanity0.4819111
Threat0.022853967
Severe Toxicity0.052044146
Moderate 0.45396814 Constructive 0.581
Jan 15, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and …
Their is 1.5 billion indians in India and around 500 million poo outside in public, so they all want to run away from india, problem is they immigrate and immigrate with their filthy habits and they take ganesh and hanuman with them. Thats why you see them through their idols in rivers. If india sends 1 million indians to every country in the world, they will still be the most populated country in the world.
Identity Attack0.5124616
Insult0.44126466
Profanity0.29209393
Threat0.05430072
Severe Toxicity0.1597006
Moderate 0.45396814 Moderate Con 0.356 Identity Attack Unverified_Claim
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
Identity Attack0.5485698
Insult0.28586254
Profanity0.10611444
Threat0.05171447
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.361 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
Identity Attack0.43256098
Insult0.47384647
Profanity0.0816113
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.45396814 Low Con 0.183 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian slum 😂😂😂😂
Canadian slum 😂😂😂😂
Identity Attack0.44690517
Insult0.47384647
Profanity0.18786818
Threat0.007909686
Severe Toxicity0.023076924
Moderate 0.45396814 Low Con 0.236 Humor_Satire
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Keep hating Indian students while taking their money .😂😂 Now many profesors will come to road with a bucket 🪣
Keep hating Indian students while taking their money .😂😂 Now many profesors will come to road with a bucket 🪣
Identity Attack0.46028158
Insult0.28586254
Profanity0.17520344
Threat0.13144556
Severe Toxicity0.02444411
Moderate 0.45396814 Low Con 0.182 Humor_Satire
Sep 30, 2025 1 likes IRCC Names India in Study …
Keep letting the muslims take over your country
Keep letting the muslims take over your country
Identity Attack0.5135796
Insult0.18852992
Profanity0.098377466
Threat0.04132889
Severe Toxicity0.023076924
Moderate 0.45396814 Low Con 0.23 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …

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.