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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 #}

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Active: "As a leader, you are …" 108 comments · Page 1 of 5
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low …
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low life white trash too dumb and poor to have left in the great white flight so he just scapegoats the legacy racial group fro racists. What a piece of shit. That’s why your leaders are replacing you fucks because you can’t do shit.
Identity Attack0.6649212
Insult0.7775208
Profanity0.8089582
Threat0.07629784
Severe Toxicity0.48355904
Toxic 0.90451443 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Identity Attack0.7778623
Insult0.7762574
Profanity0.6983885
Threat0.07629784
Severe Toxicity0.44860926
Toxic 0.8988238 Low Con 0.203 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
I get the whole Indian influx thing, but saying America is the greatest country in the world? Huh?? Your country is one giant shit show. I get my daily dose of entertainment from the Kimmel …
I get the whole Indian influx thing, but saying America is the greatest country in the world? Huh?? Your country is one giant shit show. I get my daily dose of entertainment from the Kimmel monologue. Even Americans now hate America. Not to mention you have the dumbest, most incompetent leader of a nation in human history. You are the methlab in our basement fool.
Identity Attack0.49584505
Insult0.7418356
Profanity0.541926
Threat0.028206514
Severe Toxicity0.34189755
Toxic 0.7701451 Low Con 0.285 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Identity Attack0.27991617
Insult0.7218519
Profanity0.29209393
Threat0.051067904
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.24 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he was a leader. He was just a brain dead puppet. Stupid people will do anything to be more popular, even though everyone laughs at them when they leave the room. Carney is sinister and has more brains, but just look at his family to see where his mind is at.
Identity Attack0.20088354
Insult0.755201
Profanity0.26463717
Threat0.0113014765
Severe Toxicity0.023645958
Toxic 0.7105462 Low Con 0.3 Insult Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
Identity Attack0.116281845
Insult0.47384647
Profanity0.65961236
Threat0.13785169
Severe Toxicity0.1465323
Moderate 0.6667219 Low Con 0.141 Call_To_Action
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew the figure. this is the way liberals answer questions Just like the head Jystin Trudeau Ang Mr Carney remmber the phrase from Trudeau 10 years Ago "THE BOOK WILL BALANCE ITSELF" SO MANY IDIOT WHO VOTED FOR THIS KIND of mentality leader.
Identity Attack0.038167715
Insult0.71120167
Profanity0.26463717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.353 Insult
Sep 30, 2025 IRCC Names India in Study …
Seriously? If need to ask for immigrants opinion on this issue, it only means 1 thing. Canada's leaders are stupid and lack general knowledge about Asians. Especially Muslims from the Middle East, Pakistan, Bangladesh, Africa …
Seriously? If need to ask for immigrants opinion on this issue, it only means 1 thing. Canada's leaders are stupid and lack general knowledge about Asians. Especially Muslims from the Middle East, Pakistan, Bangladesh, Africa and Punjabis from India who have become society's nuisance. So don't group them as Indians. Hindus are never a problem. Learn to identify the different ethnicity. Yes go ahead and call me a racist. But the fact is the problem persists.
Identity Attack0.56711763
Insult0.6675394
Profanity0.22622968
Threat0.011042561
Severe Toxicity0.03321367
Moderate 0.6491204 Constructive 0.501 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while …
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while being enraged by entertaining court jesters masquerading as ministers.
Identity Attack0.1714862
Insult0.67254376
Profanity0.3320008
Threat0.054947287
Severe Toxicity0.02420936
Moderate 0.62702215 Low Con 0.193 Insult Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Identity Attack0.07673789
Insult0.6336687
Profanity0.29209393
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.115 Insult Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Identity Attack0.5135796
Insult0.57566804
Profanity0.46460027
Threat0.43656045
Severe Toxicity0.45510182
Moderate 0.584095 Low Con 0.256 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It's a cottage industry in India Pakistan and Nigeria all fraud look what your doing to your country weak incompetent leaders
It's a cottage industry in India Pakistan and Nigeria all fraud look what your doing to your country weak incompetent leaders
Identity Attack0.50515765
Insult0.5678696
Profanity0.26555094
Threat0.0347677
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.119 Identity Attack Insult
Sep 29, 2025 IRCC Names India in Study …
Where are the liberal clowns depending their leaders? 🤡
Where are the liberal clowns depending their leaders? 🤡
Identity Attack0.16373143
Insult0.62169385
Profanity0.13256322
Threat0.008285114
Severe Toxicity0.014382465
Moderate 0.5566829 Low Con 0.157 Insult Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Identity Attack0.48990932
Insult0.48627716
Profanity0.1554785
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.51869136 Low Con 0.126 Identity_Assertion
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Identity Attack0.10221587
Insult0.5678696
Profanity0.15724123
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.50759226 Low Con 0.221 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
If PP wasn't their leader, I would've voted Conservative. PP is like Trump to me. Give me anybody but PP and i'll vote blue. PP just doesn't come off as a smart guy. He says …
If PP wasn't their leader, I would've voted Conservative. PP is like Trump to me. Give me anybody but PP and i'll vote blue. PP just doesn't come off as a smart guy. He says what Canadians want to hear, but I feel he's stupider than Trump. He's Maple Trump. I was hoping the Conservatives would of gotten a new leader, a smart guy, but nope, let's put PP out their again and hope the 2nd or 3rd or 4th times the charm.
Identity Attack0.06522302
Insult0.5739874
Profanity0.17803068
Threat0.010447056
Severe Toxicity0.014382465
Moderate 0.4977744 Constructive 0.542 Insult Personal_Narrative
Feb 24, 2026 3 likes 'We do know that there's …
Why. Simple. Have been sold out by our leaders. They are traitors. No accident no mistake no coincidence. One world government W.E.F demons!!!
Why. Simple. Have been sold out by our leaders. They are traitors. No accident no mistake no coincidence. One world government W.E.F demons!!!
Identity Attack0.078392304
Insult0.5362655
Profanity0.18909787
Threat0.013321015
Severe Toxicity0.020127986
Moderate 0.4977744 Low Con 0.179 Insult
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Our only hope to get rid of these parasites is for the US to annex us. Our government benefits from cutting our throats and they will never get rid of them. Even Pollievre is a …
Our only hope to get rid of these parasites is for the US to annex us. Our government benefits from cutting our throats and they will never get rid of them. Even Pollievre is a globalist. We can't win if every leader (who has the potential to win) is a globalist. Multiculturalism is a mistake and it wasn't one we could afford to make with a population density of 10%. Send them all home. If there's no attempt to integrate they need to leave.
Identity Attack0.35624164
Insult0.5130944
Profanity0.20808282
Threat0.34804323
Severe Toxicity0.02425631
Moderate 0.4850187 Moderate Con 0.441 Insult Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
Remember when CBSA forced their most ethical employees to participate in a medical experiment? Every institution is trash and not a single leader of these corrupt entities is trustworthy.
Remember when CBSA forced their most ethical employees to participate in a medical experiment? Every institution is trash and not a single leader of these corrupt entities is trustworthy.
Identity Attack0.036620867
Insult0.5543018
Profanity0.1184936
Threat0.0074436385
Severe Toxicity0.012283325
Moderate 0.4838166 Low Con 0.253 Insult
Nov 21, 2025 6 likes Thousands of refugees allowed into …
Indo canadian restaurant franchise owners bring in illegals , register their own family members as workers then force the illegals to work for free for long hours while the owners keep their earnings while telling …
Indo canadian restaurant franchise owners bring in illegals , register their own family members as workers then force the illegals to work for free for long hours while the owners keep their earnings while telling them i pay for your lodging your food your clothes for work and your job so you get nothing untill you pay me what i say you owe me. Really disgusting people why are they allowed in this country or to be political leaders or legislators!
Identity Attack0.38200524
Insult0.5130944
Profanity0.07449899
Threat0.009644418
Severe Toxicity0.021419114
Moderate 0.48021027 Constructive 0.512 Insult Unverified_Claim
Oct 2, 2025 2 likes IRCC Names India in Study …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh …
Sikhs dont workship monkey or cement cash collections for cash to run terrorist activities as Toronto Airport gold theft car thefts but india Killed over 50000 Sikh boys students and Sikh business men and Sikh leaders ro stop independence of Sikh empire from indian and mughal Muslim occupation in Sikh country to leave al white race countries Sikhs have no problems leaving White race countries but cement cash collections terrorist wants to conquer now white race all countries
Identity Attack0.55044734
Insult0.41767508
Profanity0.18909787
Threat0.20938614
Severe Toxicity0.12809667
Moderate 0.47772613 Moderate Con 0.311 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What a surprise. Expecting voluntary compliance from known criminals is not just naive, it is negligent and foolish. These federal authorities are the leaders of this nation so God give us strength. Provincial boundaries are …
What a surprise. Expecting voluntary compliance from known criminals is not just naive, it is negligent and foolish. These federal authorities are the leaders of this nation so God give us strength. Provincial boundaries are good for more than just managing trade.
Identity Attack0.015958117
Insult0.5130944
Profanity0.08904689
Threat0.007741391
Severe Toxicity0.009307861
Moderate 0.4575469 Moderate Con 0.445 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.