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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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Active: "As a Canadian, Canada is …" 1,239 comments · Page 9 of 50
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be expelled because the population will become the Indians are in control and therefore Canada will not become for the Canadians,,,,, Canada will become a dirty people, they do not like cleanliness, they take a bath once a week, they worship cows and idols.
Identity Attack0.4907465
Insult0.46327567
Profanity0.06796519
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.45757914 Moderate Con 0.361 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and Islamist terrorists back to their own countries! I believe it’s 52 Muslim countries to choose from! When western Canada separates, I’m not sure how these problem will be solved! Illegals and Islamist terrorists need to be dealt with!!!
Identity Attack0.5203519
Insult0.36798462
Profanity0.02795705
Threat0.023026628
Severe Toxicity0.022322904
Moderate 0.45757914 Constructive 0.579 Identity Attack Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife …
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife let them rape your daughter but just comply has a Canadian and as a senior there's no complying they'll be met full force
Identity Attack0.17614605
Insult0.26957804
Profanity0.25367188
Threat0.44185185
Severe Toxicity0.0475607
Moderate 0.4574824 Constructive 0.526 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
Identity Attack0.37655997
Insult0.3470427
Profanity0.4033339
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.432
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how …
Finally..First generation Canadian here. When my parents came here my mom was a nurse my dad an engineer both worked their asses off! No handouts, no free shii! Its disgusting whats happening to Canada...but how do we change whats going on how do we make our voices heard?...without being racist of course!
Identity Attack0.27875587
Insult0.4196762
Profanity0.3866461
Threat0.009566744
Severe Toxicity0.023199933
Moderate 0.45703048 Constructive 0.702 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Identity Attack0.5124616
Insult0.36193377
Profanity0.032894265
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.301 Identity Attack Moral_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time …
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time loyal Canadian Indians now with a bad alnake and have to deal with racist people all the time
Identity Attack0.48949075
Insult0.45758462
Profanity0.06495911
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Identity Attack0.55044734
Insult0.3388922
Profanity0.051181246
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.464 Identity Attack Identity_Assertion
Dec 26, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
Identity Attack0.48949075
Insult0.37733194
Profanity0.069969244
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.219
Sep 29, 2025 IRCC Names India in Study …
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 …
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...
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. 2. Immerse & adapt yourself in Canadian culture. For all : Sikhs are good people. Khalistanis are extremists.
Identity Attack0.55044734
Insult0.3416952
Profanity0.07126612
Threat0.063999176
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.57 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining Canada it's time to shut the door and make new rules when Migrants want to live in Canada they have to Assimilate to Canadian customs and laws .
Identity Attack0.3857254
Insult0.4596616
Profanity0.33453682
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.45090583 Constructive 0.546
Aug 29, 2025 Why Canadians Are Turning Against …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The able bodied Canadians will take care of them.
Identity Attack0.3857254
Insult0.47384647
Profanity0.038655918
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Identity Attack0.5135796
Insult0.33154017
Profanity0.038154904
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.44933176 Moderate Con 0.301 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer …
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer racism
Identity Attack0.5135796
Insult0.3406697
Profanity0.06195303
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.4475325 Moderate Con 0.409 Identity Attack Moral_Argument
Feb 11, 2026 5 likes Inside Canada's Indian Invasion...
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Identity Attack0.41052565
Insult0.37279442
Profanity0.4044591
Threat0.011456826
Severe Toxicity0.023458159
Moderate 0.4475325 Constructive 0.628 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. …
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. My company needed temp workers and they sent about 40 or so non Canadians that couldn't speak English and were lazy as hell. Diversity.
Identity Attack0.34000012
Insult0.48228607
Profanity0.29209393
Threat0.009023022
Severe Toxicity0.021290002
Moderate 0.44573322 Constructive 0.645
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak …
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak " Canadian" why are they not a threat ? All those " poor Canadians " in the basement of legion halls crying about no jobs ? So , "the Pakis"also steal jobs from hard working white ppl ? Remember your " Canadian " white owners are hiring all these Pakis , giving away white jobs to ppl they can take advantage of . Doesn't feel good to be a minority , does it ? Hate and Greed should be the title of this
Identity Attack0.5135796
Insult0.40243408
Profanity0.09551262
Threat0.023371955
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.56 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Native Canadian here; Canada is ruined and unrecognizable from my childhood its awful.
Native Canadian here; Canada is ruined and unrecognizable from my childhood its awful.
Identity Attack0.4453683
Insult0.4534306
Profanity0.057443913
Threat0.009540852
Severe Toxicity0.01896597
Moderate 0.44573322 Moderate Con 0.462 Identity_Assertion
Jan 29, 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.