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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "now why did you word …" 180 comments · Page 3 of 8
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he …
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he never had any discrimination this is part of the problem because I'm willing to bet my life that the vast majority of true Canadian can't stand them. Mark my word, hate will make a comeback for Indian and the race card will be use.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06495911
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.40891263 Constructive 0.508
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us all in bad word as students. They don’t attend classes, they cheat, abuse AI, steal other’s school projects. Total waste of air. There’s no even room for PR anymore as they flooded the system. In a year I’m going back to Mexico, if I meet any shaky head there I’ll make sure to show my appreciation.
Identity Attack0.37953663
Insult0.4339631
Profanity0.2188925
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.595
Oct 9, 2025 IRCC Names India in Study …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Identity Attack0.2803029
Insult0.24928534
Profanity0.046171114
Threat0.44531298
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.105 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why …
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why the world isn’t healing.
Identity Attack0.0071405866
Insult0.43158367
Profanity0.032894265
Threat0.007301235
Severe Toxicity0.0065994263
Moderate 0.39669925 Moderate Con 0.341 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
Omg as soon as i heard brampton, i knew this invasion was the right word. mom bought a place there in 2004 before it was really developed...in the 2010s the indians arrived and the CAR …
Omg as soon as i heard brampton, i knew this invasion was the right word. mom bought a place there in 2004 before it was really developed...in the 2010s the indians arrived and the CAR ACCIDENTS SKYROCKETED! i have no issue with the indians but the wives of the guys that immigrate over here can not drive!
Identity Attack0.458714
Insult0.24928534
Profanity0.0961592
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.38811707 Constructive 0.594 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks …
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks from Canada immigration, its all taken by these peoples word! Completely insane ! Only word that should be taken are those of truly born sovereign Canadians whose families have built this country! Close down immigration we are full in fact we need to get rid of allot of rotten apples !
Identity Attack0.28034934
Insult0.40243408
Profanity0.045419596
Threat0.014048163
Severe Toxicity0.015931819
Moderate 0.38434127 Constructive 0.578 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I promise LONG LIVE THE REAL CANADA 🇨🇦 THE TRUE NORTH STRONG AND FREE!!! 💪🏼
Identity Attack0.22631748
Insult0.36709076
Profanity0.10178173
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38434127 Moderate Con 0.39
Aug 27, 2025 Why Canadians Are Turning Against …
What’s does the word “temporary “ means you dummies
What’s does the word “temporary “ means you dummies
Identity Attack0.011987305
Insult0.40243408
Profanity0.22703624
Threat0.008298059
Severe Toxicity0.010910034
Moderate 0.37751234 Low Con 0.191 Question
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
Tyler slowly turned into a white supremacist “14 words” guy
Tyler slowly turned into a white supremacist “14 words” guy
Identity Attack0.39207554
Insult0.26395
Profanity0.09518933
Threat0.010835429
Severe Toxicity0.014963473
Moderate 0.37751234 Low Con 0.216 Meta_Commentary
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
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)
by native Canadian, what do u mean🤔cos im sure as all hell that the EUROPEAN WHITE majority of canada aren't quite native, or are we twisting the meaning of words again 🤣
by native Canadian, what do u mean🤔cos im sure as all hell that the EUROPEAN WHITE majority of canada aren't quite native, or are we twisting the meaning of words again 🤣
Identity Attack0.3802808
Insult0.19967617
Profanity0.27747265
Threat0.009566744
Severe Toxicity0.02077355
Moderate 0.37073207 Moderate Con 0.313 Identity_Assertion
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
I do not believe a word that comes out of this womans mouth.
I do not believe a word that comes out of this womans mouth.
Identity Attack0.17536941
Insult0.27969417
Profanity0.07126612
Threat0.010938995
Severe Toxicity0.0126394415
Moderate 0.36095104 Low Con 0.281 Meta_Commentary
Jan 1, 2026 1 likes Deportations From Canada at Their …
Carney likes his ministers clueless and full of word salad because it makes him feel smart and arrogant
Carney likes his ministers clueless and full of word salad because it makes him feel smart and arrogant
Identity Attack0.009619443
Insult0.38852
Profanity0.028093686
Threat0.006382086
Severe Toxicity0.0041770935
Moderate 0.36095104 Low Con 0.148 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
17:38 This guy is totally pakistani 😂 (Aapne) word 😂 and his accent
17:38 This guy is totally pakistani 😂 (Aapne) word 😂 and his accent
Identity Attack0.37507164
Insult0.36798462
Profanity0.196476
Threat0.02803385
Severe Toxicity0.02425631
Moderate 0.36095104 Low Con 0.276 Humor_Satire
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Horrible ,I have no words
Horrible ,I have no words
Identity Attack0.012061302
Insult0.2435641
Profanity0.16915557
Threat0.010628296
Severe Toxicity0.0126394415
Moderate 0.36095104 Moderate Con 0.388 Meta_Commentary
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all …
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all a bad rep. I don't blame them for being here, except those that don't leave when required. However, the government knew it would be a problem with the numbers allowed; lack of resources to ensure they were sent packing when their time expired. It should be codified in law that if you do nkmot leave, your entire family, including extended family gets the boot.
Identity Attack0.016159095
Insult0.40243408
Profanity0.06546012
Threat0.009929225
Severe Toxicity0.005722046
Moderate 0.36043653 Constructive 0.758 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
19:22 I’m about to possibly die, but first a word from our sponsor.
19:22 I’m about to possibly die, but first a word from our sponsor.
Identity Attack0.0233943
Insult0.03588435
Profanity0.13873272
Threat0.44185185
Severe Toxicity0.023076924
Moderate 0.35186127 Moderate Con 0.364 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
GO HOME!!! "Temporary" is the key word! Coast to Coast all you see is cheap Foreign "Temp" Workers from India and the Philopines, we are up to our necks please go home!!! The party is …
GO HOME!!! "Temporary" is the key word! Coast to Coast all you see is cheap Foreign "Temp" Workers from India and the Philopines, we are up to our necks please go home!!! The party is over!
Identity Attack0.3043136
Insult0.25205973
Profanity0.03489832
Threat0.011974656
Severe Toxicity0.013414118
Moderate 0.35186127 Moderate Con 0.38 Fear_Threat
Jan 27, 2026 2.9 million Canadian temporary visas …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Identity Attack0.053399716
Insult0.35677677
Profanity0.073529124
Threat0.020264024
Severe Toxicity0.0119018555
Moderate 0.3389984 Constructive 0.673 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will try to stay but most will go. Their options are miserable and likely far worse then in their home countries.
Identity Attack0.23163283
Insult0.34548226
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.006790161
Moderate 0.3389984 Constructive 0.533 Policy_Critique
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to …
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to all of us who work hard and expect better.
Identity Attack0.016862517
Insult0.36798462
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0047302246
Moderate 0.33504707 Constructive 0.503
Nov 21, 2025 17 likes Thousands of refugees allowed into …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 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.