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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: "It is treasonous" 36 comments · Page 1 of 2
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
Identity Attack0.2823795
Insult0.8634578
Profanity0.71218073
Threat0.13178273
Severe Toxicity0.35368225
Toxic 0.90451443 Low Con 0.211 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Identity Attack0.48915586
Insult0.7065844
Profanity0.33376193
Threat0.01119791
Severe Toxicity0.16960317
Toxic 0.74954444 Low Con 0.15 Insult Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
How do we have so many cowards in our country.. They should be hung for treason for running away from their country.Their god don't love them.Here.We don't have to take care of these bums, send …
How do we have so many cowards in our country.. They should be hung for treason for running away from their country.Their god don't love them.Here.We don't have to take care of these bums, send them home
Identity Attack0.39966375
Insult0.6261769
Profanity0.36230123
Threat0.5330498
Severe Toxicity0.23226003
Moderate 0.6426206 Low Con 0.247 Insult Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Treasonous. Flooding your country with who knows what, just to be politically correct and put Canadians out of the job market. Scum. All these companies putting Canadians out of a job to bring in their …
Treasonous. Flooding your country with who knows what, just to be politically correct and put Canadians out of the job market. Scum. All these companies putting Canadians out of a job to bring in their low cost east indians should be boycotted.
Identity Attack0.46028158
Insult0.64537907
Profanity0.26631543
Threat0.032005094
Severe Toxicity0.030523606
Moderate 0.6308517 Moderate Con 0.332 Insult Economic_Argument
Sep 30, 2025 1 likes IRCC Names India in Study …
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
Identity Attack0.17226285
Insult0.34237885
Profanity0.2327678
Threat0.6615786
Severe Toxicity0.2281948
Moderate 0.6289369 Low Con 0.12 Threat
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES …
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES RIGHT BESIDE THEIR MESS. THIS IS CANADA MF’ers. Our bedsheets stay on our beds. Not our heads.
Identity Attack0.2803029
Insult0.5678696
Profanity0.50818664
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.62702215 Low Con 0.282 Insult Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that has ACTUALLY made Canada better in any way/shape/form! They all need to be charged for treason, tried for treason, and sentenced for treason. They have killed hundreds of thousands of Canadians with their policies, and it's nothing short of a modern-day genocide: gun deaths, crime deaths, narcotic overdose deaths, vaccine mandates, fentanyl deaths, homelessness death by cold/weather, massive fires from church burnings, and mental health & suicide rates are ALL through the ROOF under the liberals! So, these Liberals can all go to hell where they came from. They are a death cult.
Identity Attack0.36702603
Insult0.6261769
Profanity0.13961408
Threat0.2566701
Severe Toxicity0.056527592
Moderate 0.6027529 Moderate Con 0.368 Insult
Oct 6, 2025 IRCC Names India in Study …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO STAND UP FOR YOURSELF OR COUNTRY. THESE PEOPLE ONLY HAVE RACIST TO GO NO THEY HAVE NOTHING ELSE TO FIGHT WITH. MOST OF THEM ARE DUNNB AS THEY COME. LOOK AT THE COUNTRY THEY COME FROM THEY ARE SHIT HOLES, THESE PEOPLE WHO INVADED OUR COUMTRY DID THID TO THEIR COUNTRY. BIRTH RATE IS A EXCUSE FOR THE INVASION. LESS PEOPLE LESS MEDICAL, LESS EVERYTHING. THIS IS TRUDEAUS AND HIS GOON SQUAD FAULT. THEY NEED TO BE RUN DOWN BE CHARGED WITH TREASON, SINCE THEY LIKE TO MENTION THE COLONIZATION WE SHOULD FOLLOW THE LAWS FOT TREASO THEY USED BACK THEN. DONT LISTEN TO THEM, TELL THEM TO PUT IT WHERE THE SUN DONT SHINE. WE ALL WANT THEM OUT. MOST OF HEM HAVE GOTTEN THEY MONEY FROM ILLEGALS GAINS TO COME HERE. PEOLE HAVE TO QUIT HIREING. HEM, QUIT FUNDING THEM, QUIT GIVING INTO THEM
Identity Attack0.44690517
Insult0.5177041
Profanity0.47001255
Threat0.051391184
Severe Toxicity0.1762085
Moderate 0.568186 Moderate Con 0.4 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Liberals are criminals. This ,government people, must be arrested immediately, for TREASON. Period.
Liberals are criminals. This ,government people, must be arrested immediately, for TREASON. Period.
Identity Attack0.40158966
Insult0.5543018
Profanity0.15019037
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.53579444 Low Con 0.101 Insult
Oct 1, 2025 IRCC Names India in Study …
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Identity Attack0.036105253
Insult0.57566804
Profanity0.049177196
Threat0.011638066
Severe Toxicity0.017093835
Moderate 0.52139956 Low Con 0.28 Insult Call_To_Action
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
The cops. Are. Corrupt The government's been committing. TREASON... 🤬🙈⚖️💵🕳️
Identity Attack0.2331515
Insult0.5362655
Profanity0.174273
Threat0.021990653
Severe Toxicity0.023246882
Moderate 0.509388 Low Con 0.139 Insult Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
OUR TREASONOUS GOVERNMENT IN AUSTRALIA ARE DOING DEALS WITH INDIA TO BUILD A MILLION HOMES HERE JUST FOR INDIANS‼
OUR TREASONOUS GOVERNMENT IN AUSTRALIA ARE DOING DEALS WITH INDIA TO BUILD A MILLION HOMES HERE JUST FOR INDIANS‼
Identity Attack0.48915586
Insult0.40243408
Profanity0.21132572
Threat0.039947584
Severe Toxicity0.043077253
Moderate 0.4838166 Low Con 0.194
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Identity Attack0.3825363
Insult0.48313886
Profanity0.12286829
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.227 Call_To_Action
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
I hate the treasonous WEF Liberals so much for destroying Canada. Never forgive or forget what they did.
I hate the treasonous WEF Liberals so much for destroying Canada. Never forgive or forget what they did.
Identity Attack0.34974504
Insult0.47630358
Profanity0.0913099
Threat0.058826666
Severe Toxicity0.021031776
Moderate 0.46716887 Moderate Con 0.324 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
Identity Attack0.3908055
Insult0.489133
Profanity0.09583591
Threat0.008945347
Severe Toxicity0.015544481
Moderate 0.45761138 Low Con 0.177 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Identity Attack0.28034934
Insult0.5130944
Profanity0.04291453
Threat0.008738215
Severe Toxicity0.014188796
Moderate 0.4575469 Low Con 0.194 Insult Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be out populated in a few years. BY LITERAL CRIMINALS. So WHY are these officials not being held to the law and SHOWING THAT THEY ARE ALREADY GUILTY OF TREASON!
Identity Attack0.41222036
Insult0.46476576
Profanity0.050680235
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.388 Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
Identity Attack0.06385879
Insult0.47273466
Profanity0.2258264
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.166
Nov 20, 2025 40 likes Thousands of refugees allowed into …
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO …
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO INTERNATIONAL STUDENTS! She, like many others in our corrupt liberal gov't.....ARE FILLING THEIR OWN POCKETS while Canada's identity and culture are destroyed. SHE NEEDS TO BE FIRED FOR SELFISH SELF-INTEREST, CORRUPTION AND TREASON!
Identity Attack0.10221587
Insult0.48569724
Profanity0.028913507
Threat0.054947287
Severe Toxicity0.01683561
Moderate 0.44393396 Moderate Con 0.404 Policy_Critique
Feb 26, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives …
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives then flood gates by the Liberals. Canada is Captured and destoyed and Canadian TAXPAYERS are paying these people 81,000 per year WTF? 1st in line for healthcare, free extended healthcare, furniture, HOUSING, taxi money and free banking for CRIMINALS THESE PEOPLE DON'T PAY TAXES THEY TAKE FROM OUR TAX BASE - ITS TREASON ! WHERE'S THE LAWS IN CANADA THAT LEGISLATED THIS CRIME.
Identity Attack0.09245483
Insult0.41767508
Profanity0.36230123
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.407 Unverified_Claim
Feb 17, 2026 16 likes LILLEY UNLEASHED: The fall of …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We have been sold out and invaded, our government is treasonous
We have been sold out and invaded, our government is treasonous
Identity Attack0.11280017
Insult0.34314156
Profanity0.14754629
Threat0.019746035
Severe Toxicity0.015544481
Moderate 0.37751234 Low Con 0.255 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal Treason!
Liberal Treason!
Identity Attack0.21866
Insult0.3388922
Profanity0.06195303
Threat0.018019408
Severe Toxicity0.013801457
Moderate 0.3722269 Low Con 0.202
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Fast tracking residency for military personnel? Seriously, who will be vetting them. Serious National Security RISK for anyone to suggest doing this. Treasonous!!!!
Fast tracking residency for military personnel? Seriously, who will be vetting them. Serious National Security RISK for anyone to suggest doing this. Treasonous!!!!
Identity Attack0.012340514
Insult0.37733194
Profanity0.03715288
Threat0.011922873
Severe Toxicity0.0074005127
Moderate 0.36095104 Low Con 0.215 Fear_Threat
Feb 26, 2026 55 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberal Treason.
Liberal Treason.
Identity Attack0.17226285
Insult0.24928534
Profanity0.03615085
Threat0.014566151
Severe Toxicity0.009536743
Moderate 0.3234372 Low Con 0.203 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.