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: "Politicians have destroyed your country …" 8 comments
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Look who's with me time is now this whole system the government has broken and destroying we need to stand against all these people and they need to stand accountable for this look we unit …
Look who's with me time is now this whole system the government has broken and destroying we need to stand against all these people and they need to stand accountable for this look we unit canadians stand together and don't take shit from the government and the cops who are the muscle for the government if we stand united and take charge of this country and overthrow the government and the system we could make a true change in canada we dont need the government and these policies and politicians and laws they make up when it suits them we are grown ass people who can make our own we are strong as long as we stand and not back down we need to fight fight fight
Identity Attack0.07591068
Insult0.36798462
Profanity0.42185885
Threat0.03373172
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.485 Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all …
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all around the world worshiping the antichrist in the Islamic faith, doing voodoo and black magics in Africa, Jamaica, Haiti, Mexico, Columbia and the list goes on, all serving Satan praying to false gods. The concept of "one way to God through Jesus" stems from the biblical declaration in John 14:6 where Jesus says, "I am the way, the truth, and the life. No one comes to the Father except through me". This Christian belief holds that Jesus's unique role as God's Son, his perfect life, and his sacrificial death for humanity's sins make him the sole mediator and the only path to reconciliation and salvation with God. Yes, praying to false idols is considered a grave sin, as it is a form of idolatry that violates the fundamental principle of worshipping only the one true God. Idolatry is defined as the worship of something other than God, including physical idols, created beings, or even earthly things, and is seen as a profound sin because it steals glory due to God and prioritizes something powerless over the all-powerful true God. To pray to false idols from different Nations was and still is a trick, lie and manipulation of the devil to ensure that you all burn for all eternity in Hell with Satan, when Jesus returns. This is not meant as an insult to people from other cultures but a word of Gods truth being shared so you too can be delivered from the evil in todays word when Jesus does return and He is coming. Not everyone is guilty of evil works of the devil but we are all guilty of sin in every nation and every culture. God gifted us with the death of Christ so we can be delivered form sin in todays world and saved from eternal damnation. No other offer is made to man except those who believe in Christ. Why do you think that they want to destroy Christianity and all who choose God in Christ. Satan knows his time is up and he wants you and your generations to suffer eternal damnation with him. Government employees doing acts of terror against Christian places of worship. This is who our Corrupt Governments hire, not to protect and serve the people but do literal acts of terror against them. https://youtu.be/uCLkFrPdhXw Just look at our government run businesses in the LCBO https://youtu.be/THQWvc3_jcc ,which appears to have a very high number of East Indian employees as staffers and the police do nothing against it or in defense of the taxpayer. It appears that many from India are doing the devils works against Canadians https://youtu.be/LfLzJX7kXuI What is Pierre Poilievre doing for our economy again, as he claims that he has more important things to do to save our economy than stand in defense of the Canadian people for our rights and freedoms. https://youtu.be/sJyC7yda2FE Lies all lies as he plays the role of Pinocchio. Canada Nation Defense for terrorists against the people of Canada and believers in Jesus Christ. health Canada scientists promoting death and illness promoting things that are harmful to pregnant women, fake science and forcing these things on people by threatening their incomes livelihoods and freedoms to have basic living essential and conditions. Canada Revenue robbing every tax payer until the have nothing left. Even in your death as they find new was to ensure that death comes sooner than later in our lives by creating suicide programs, and free drug programs, criminal release programs, allowing criminals to break into your home to steal, destroy and kill you and your family, inviting terrorist into the country and free to do whatever harm they want to the Canadian people. You go to jail and they are free to do it again. This story of capital gains https://youtu.be/c0OukNP1vZ8is even before Carneys new 2026 Capital gains tax laws on you initial home and property as well, not just secondary real estate. They are greedy and want everything that you have worked your whole life for. Truth be told though, they have being saying this the whole time "you will have nothing and be happy" All these things are real and are happening in Canada under this evil agenda of both the Federal and Provincial governments. You as Canadians need to arm yourselves with the power Of God in Jesus Name as His word warns us in Ephesians 6:12; For we wrestle not against flesh and blood, but against principalities, against powers, against the rulers of the darkness of this world, against spiritual wickedness in high places. If you still don't believe me, then ask yourself "What has any one of those fake politicians Federal and provincial done against any of these evil actions that have been forced onto the Canadian people since Trudeau too power ten years ago...That was rhetorical, that have done nothing but talk from both sides of their mouths. They have done nothing for the people but they have served themselves in every possible way as they are all guilty of taking your money and living high on the hog while you go broke, homeless and without food. They are true evil ang guilty of crimes against humanity. I vow as I decree and declare to my Father in the heavens in the name of Jesus, that I will pray for the good people of Canada against this evil and corruption every day. I hope that many of you will join me in these prayers IN THE MORNING AND AT NIGHT, for Him to defend us against our modern day Pharaoh in Canada and deliver us from our oppressors', as He did for Moses and his people in the Book of Exodus against that evil that Satan brought and is bring to us again today. Amen!
Identity Attack0.40713623
Insult0.26957804
Profanity0.11477985
Threat0.014393489
Severe Toxicity0.022064678
Moderate 0.3722269 Constructive 0.51 Meta_Commentary
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , economic exploitation, and foremost to expand the votes for the Liberal and NDP Parties with out first making sure there is infrastructure to support such expansion whether it be housing , health care , or employment .but no instead Canadians are being overtaxed and displaced to cater to all these unfettered political migrants who have not earned the right to come to Canada . they are all being used to disrupt our countries culture and values ??? add to it all the new lax criminal laws , and harm reduction enabling hard drug profiteering and the very no consented public LGBT alphabet queer theory being shoved down everyone's throats trough distorted and immoral laws an policy changes perpetrated by a corrupt self serving group of liberal politicians and the result is what is now unfolding not just in Canada but everywhere the WEF an WHO have pushed their globalist political agendas !. it is all very sad seeing the world i grew up in being slowly destroyed by those evil greedy people that are stealing any decent future or quality of life away from the next generations of Canadians .🙁
Identity Attack0.10221587
Insult0.24630153
Profanity0.03715288
Threat0.008427517
Severe Toxicity0.0077438354
Low Tox 0.27412915 Moderate Con 0.48
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Politicians have destroyed your country just for power.
Politicians have destroyed your country just for power.
Identity Attack0.043581683
Insult0.107333586
Profanity0.026454043
Threat0.04718852
Severe Toxicity0.0052261353
Low Tox 0.27047762 Low Con 0.245 Policy_Critique
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)

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.