Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Liberals have destroyed Canada! Why …" 64 comments · Page 1 of 3
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
Canada’s liberal government is destroying our country, mass immigration of indians is destroying Canada. I fucking despise this country now.
Canada’s liberal government is destroying our country, mass immigration of indians is destroying Canada. I fucking despise this country now.
Identity Attack0.6853638
Insult0.5678696
Profanity0.6242122
Threat0.059796512
Severe Toxicity0.3493117
Toxic 0.7856813 Moderate Con 0.311 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Identity Attack0.55044734
Insult0.7775208
Profanity0.27207452
Threat0.020091362
Severe Toxicity0.05832097
Toxic 0.7761081 Low Con 0.208 Identity Attack Insult Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Identity Attack0.5135796
Insult0.71120167
Profanity0.39026237
Threat0.030278467
Severe Toxicity0.16960317
Toxic 0.71760553 Moderate Con 0.301 Identity Attack Insult Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
good one tyler expose these traitorus liberal gov scumbags destroying canada
good one tyler expose these traitorus liberal gov scumbags destroying canada
Identity Attack0.3072352
Insult0.67735565
Profanity0.29209393
Threat0.10389658
Severe Toxicity0.0475607
Moderate 0.64447093 Low Con 0.229 Insult Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
I feel bad and disappointed to see 🇨🇦 and a true Canadian . Canada have been colonized by these fraud scam criminals . Bravo 👏👏👏 Liberal GOVT. for your hard work to import Harbour and …
I feel bad and disappointed to see 🇨🇦 and a true Canadian . Canada have been colonized by these fraud scam criminals . Bravo 👏👏👏 Liberal GOVT. for your hard work to import Harbour and destroy Canada for your political benefits. Shame on you, hypocrites politicians.
Identity Attack0.2964622
Insult0.67254376
Profanity0.094542764
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.63782936 Moderate Con 0.399 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of …
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of polleivre
Identity Attack0.23391083
Insult0.54471385
Profanity0.5365423
Threat0.050744623
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.455 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but when Trudeau came to power he changed the rules knowing what the out come would be to fill his own pockets all the while he knew these changes would destroy Canada. Trudeau you sir are the most selfish ignorant person I know ! Thanks for stealing my country away as we knew it !
Identity Attack0.14019285
Insult0.65129566
Profanity0.059948977
Threat0.0100069
Severe Toxicity0.018126737
Moderate 0.5972042 Moderate Con 0.415 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
Identity Attack0.28034934
Insult0.563347
Profanity0.08322773
Threat0.024753258
Severe Toxicity0.02116089
Moderate 0.509388 Moderate Con 0.357 Insult Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our …
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our adult children have no hope of owning homes. We need to get rid of the corrupt liberals!!!!!!!
Identity Attack0.3817989
Insult0.5130944
Profanity0.0569429
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.429 Insult Economic_Argument
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED …
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED THE 🇬🇧 N WAS BOOTED OUT TRUDEAU N CARNEY BOTH GOT AWAY WITH RIGGING THE 2020 ELECTION SO THE PLANNED N DID IT AGAIN IN 2025 WITH THERE USUAL HACKERS / HELPERS = 🇨🇳 🇮🇳 ☪️ also they FIRED our REAL canadian born RCMP N POLICE N HIRED THERE OWN AS THEY LANDED n please REMEMBER MARXIST CARNEY 'S RIGHT HAND PARTNERS ARE = WEF CLAUS SHWAB N BILL GATES WHO SEE US AS THERE PREY !!! HOPES THIS HELPS YOU A BIT INVTHE REAL TRUTHS OF TRUDEAU N MARXIST CARNEY N THERE COMPLIENT LIBERAL / DEMOCRAT REGIME PARTY 100% FACTS oh n they bought$$$$ the fake media !!! Our only option = FIGHT FIGHT !!! TO JOIN THE 🇺🇸 NOW!!!!NOT 1 SECOND TO LOOSE 😊
Identity Attack0.28034934
Insult0.48627716
Profanity0.10611444
Threat0.042985857
Severe Toxicity0.024960563
Moderate 0.47119883 Moderate Con 0.411 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
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 …
The liberals have destroyed Canada by importing millions of Indians.
The liberals have destroyed Canada by importing millions of Indians.
Identity Attack0.55044734
Insult0.3126888
Profanity0.06646215
Threat0.04132889
Severe Toxicity0.023076924
Moderate 0.4645176 Low Con 0.155 Identity Attack Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Identity Attack0.39207554
Insult0.4534306
Profanity0.24818924
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.256
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every other race is shut out. Let’s vote conservative to reverse this nonsense.
Identity Attack0.44690517
Insult0.4555076
Profanity0.058946952
Threat0.024753258
Severe Toxicity0.01754573
Moderate 0.44933176 Constructive 0.503
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
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 …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they will use the Canadian $$ to economically destabilize the society in the home country. Hope their children get a good and liberal education and are not spoiled by home-grown bigotry, supremacist and caste-ist brainwashing. These double-speaking cohorts operate pretty much as clandestine as communal white racist groups, essentially playing the same game from an older brown playbook. 🙏
Identity Attack0.4887047
Insult0.46327567
Profanity0.08775374
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.463 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants …
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants getting the jobs? Not all immigrants have jobs. I am sure the ones who don’t have jobs are worried wondering if they should go back to their country even if it means being shamed. Darn if they do darn if they don’t. The Liberal made this mess and they should fix it! If they can’t then they should step aside and let the Conservatives try fixing what’s wrong with our Country! There needs to be a revival in Canada. We need things reformed, re-established. We need new standards in place and bring alignment back to where things have gone off. To the Liberal voters… ”I hope you have realized by now what you have done by voting for the Liberals. It’s up to you now to step out of your safe zone, your cocoon and protest and demand that Mark Carney put aside his stupid idea of net zero policy before he goes further in destroying Canada as we know it.
Identity Attack0.33060804
Insult0.40243408
Profanity0.41081807
Threat0.016292779
Severe Toxicity0.02373986
Moderate 0.43230394 Constructive 0.671
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Identity Attack0.47178617
Insult0.36798462
Profanity0.031391226
Threat0.017674083
Severe Toxicity0.018126737
Moderate 0.4269174 Low Con 0.293 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals want Canada to be more like Europe - overrun by populations that will turn it into just another Islamist shthl
Identity Attack0.40255263
Insult0.40243408
Profanity0.16357292
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.296 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital of Canada.
Identity Attack0.43896464
Insult0.2817503
Profanity0.023789622
Threat0.046218675
Severe Toxicity0.016771052
Moderate 0.39669925 Low Con 0.224
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other countries, opening doors to drug cartels and organized crimes to buy properties in the country which fuels housing prices to soar, capital gains tax increases , carbon taxes on people and industries. these are just a few.
Identity Attack0.21866
Insult0.3388922
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.365 Policy_Critique
Mar 2, 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.