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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: "But will you call an …" 741 comments · Page 11 of 30
It's true. I was in Toronto Pearson airport to catch a flight back to Montreal. All the CATSA members there are 80% Hindus! Passengers Hindus. Security Hindus. Everywhere you see Hindus. Canada has become the …
It's true. I was in Toronto Pearson airport to catch a flight back to Montreal. All the CATSA members there are 80% Hindus! Passengers Hindus. Security Hindus. Everywhere you see Hindus. Canada has become the 36th State of India! Edit: Oh and BTW I got some scam calls with Hindu accent, some claiming to be from CRA(Canada Revenue Agency). Ask if they can speak French, if they cannot, they are scammers, cause real CRA agents HAVE to speak both French and English!
Identity Attack0.40351558
Insult0.3470427
Profanity0.06646215
Threat0.008556974
Severe Toxicity0.015544481
Moderate 0.37751234 Constructive 0.622
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure …
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure call him out, but do exactly the same for any other race or community. There are many hard working, law abiding Indians in Brampton. Painting all Indians with the same brush demotivates the genuine ones. This is like someone spotting 5 homeless white or refugee people on the road and filming them to then say all white and refugees are sh*t.
Identity Attack0.42615733
Insult0.3388922
Profanity0.30866358
Threat0.035113025
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.695 Moral_Argument
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Identity Attack0.458714
Insult0.21135417
Profanity0.07126612
Threat0.014048163
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.246
Sep 21, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high …
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high viz vest? He's a rock star! Just call him High viz Harry if he doesn't want his name used... Pretty sad when the long time Indian immigrant doesn't even like the new comers🤣 As for the smuggler - I hope an anonymous tip was made...
Identity Attack0.31307843
Insult0.37279442
Profanity0.030890211
Threat0.009100696
Severe Toxicity0.010910034
Moderate 0.37751234 Constructive 0.661 Call_To_Action
Feb 9, 2026 Inside Canada's Indian Invasion...
It's crazy that that city worker in the beginning was afraid to share literal facts about demographic changes in her city, for fear of, what, being called racist?? It's so insane! Facts, numbers, statistics cannot …
It's crazy that that city worker in the beginning was afraid to share literal facts about demographic changes in her city, for fear of, what, being called racist?? It's so insane! Facts, numbers, statistics cannot be racist. Racism comes from opinions. Not facts. When were scared to state indisputable facts, that is a huge problem! 3:39
Identity Attack0.11512129
Insult0.27146968
Profanity0.12374964
Threat0.010291707
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.699 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
They and the Chinese destroyed Vancouver. They would buy out neighborhoods with houses only listed in other countries and then terrorized me to get me to move. EVERY week the police were called on me …
They and the Chinese destroyed Vancouver. They would buy out neighborhoods with houses only listed in other countries and then terrorized me to get me to move. EVERY week the police were called on me for nonsense, constant threats and I did leave.... the country.
Identity Attack0.37730414
Insult0.3388922
Profanity0.036401358
Threat0.025616571
Severe Toxicity0.0118255615
Moderate 0.37751234 Moderate Con 0.496 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free apartments look the Canadian total debt increased by like $300 billion in a couple years because of those people I’m not against Indian. I have Indian friends but this kind of Indian people like you go there like you’re built like 50 call what the hell is wrong with you like you have to understand that’s a Christian country or they believe in God in one car they don’t believe in paganism and 20k kids. Still 4 million people is not normal to move in 4 years Is not fair Even im albanian u bring 4 million albanian in cannada i dont agree with it Is like increasing popullation 15 percent in 3-5 years Indian people drive bad than the cannadian people pay high insurance rates So you called me in Canada and you use free houses free renting free stuff and taking the other people money it’s not good that’s why you need to make your government India to develop your country better and not to attack the Muslim and be racist against the Muslims and the Indian Muslims Here we go with pagan gods looks ugly statue, bro the God is the creator of everything there’s no human gods stop leaving in fairytale paganism
Identity Attack0.36273825
Insult0.30797598
Profanity0.3320008
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.521 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
Identity Attack0.2877625
Insult0.3388922
Profanity0.11292298
Threat0.0082074385
Severe Toxicity0.017739398
Moderate 0.37751234 Moderate Con 0.367 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
This almost feels like the borat social experiment. So openly racist and not caring , its just downright disgusting , diversity is what makes canada strong and having lived on every province , there is …
This almost feels like the borat social experiment. So openly racist and not caring , its just downright disgusting , diversity is what makes canada strong and having lived on every province , there is things i would change but im glad people are building new lives here and finding it safe, dont blame all your problems on immigrants and then call it based. Thats just a excuse.
Identity Attack0.24970764
Insult0.37392882
Profanity0.057944927
Threat0.0074954215
Severe Toxicity0.009613037
Moderate 0.37751234 Constructive 0.622 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your own hands.. Why do they worship that which does not benefit them neither can do any harm to their enemies. You leave the one and only real God Allah who created everything in the heavens and earth and worship that which depends on your own hands or tounge(superstitious stories). Please wake up and stop worshipping idols stop following blindly like blind sheep your forefathers and ancestors. They were not educated neither they were guided.. this generation is more educated and have more access to real knowledge will You Still Believe milk is green just because your ancestors used to believe that reminds me of the following verses of the Holy Quran وَإِذَا قِيلَ لَهُمُ اتَّبِعُوا مَا أَنْزَلَ اللَّهُ قَالُوا بَلْ نَتَّبِعُ مَا أَلْفَيْنَا عَلَيْهِ آبَاءَنَا ۗ أَوَلَوْ كَانَ آبَاؤُهُمْ لَا يَعْقِلُونَ شَيْئًا وَلَا يَهْتَدُونَ When it is said to them: \\Follow what Allah has sent down.\\" They say: \\"Nay! We shall follow what we found our fathers following.\\" (Would they do that!) Even though their fathers did not understand anything nor were they guided? (Al-Baqarah 2:170)" وَمَثَلُ الَّذِينَ كَفَرُوا كَمَثَلِ الَّذِي يَنْعِقُ بِمَا لَا يَسْمَعُ إِلَّا دُعَاءً وَنِدَاءً ۚ صُمٌّ بُكْمٌ عُمْيٌ فَهُمْ لَا يَعْقِلُونَ And the example of those who disbelieve, is as that of him who shouts to the (flock of sheep) that hears nothing but calls and cries. (They are) deaf, dumb and blind. So they do not understand. (Al-Baqarah 2:171) And another place in Quran (sura ambia (prophets) /) Ibrahim (Abraham) asked the idol worshippers.... 52. When he said to his father and his people: "What are these images, to which you are devoted?" 53. They said:"We found our fathers worshipping them." 54. He said: "Indeed you and your fathers have been in manifest error." 55. They said: "Have you brought us the truth, or are you one of those who play about?" 56. He said: "Nay, your Lord is the Lord of the heavens and the earth, Who created them and of that I am one of the witnesses. 57. "And by Allah, I shall plot a plan (to destroy) your idols after you have gone away and turned your backs." 58. So he broke them to pieces, (all) except the biggest of them, that they might turn to it. 59. They said: "Who has done this to our aliha (gods)? He must indeed be one of the wrong-doers." 60. They said: "We heard a young man talking (against) them who is called Ibrahim (Abraham)." 61. They said: "Then bring him before the eyes of the people, that they may testify." 62. They said: "Are you the one who has done this to our gods, O Ibrahim (Abraham)?" 63. [Ibrahim (Abraham)] said: "Nay, this one, the biggest of them (idols) did it. Ask them, if they can speak!" 64. So they turned to themselves and said: "Verily, you are the Zalimun (polytheists and wrong-doers)." 65. Then they turned to themselves (their first thought and said): "Indeed you [Ibrahim (Abraham)] know well that these (idols) speak not!" 66. [Ibrahim (Abraham)] said: "Do you then worship besides Allah, things that can neither profit you, nor harm you? 67. "Fie upon you, and upon that which you worship besides Allah! Have you then no sense?" I pray to the true one and only God Allah guides us all. Ameen Love and Peace... Just to let the unintelligent Haters know , I do not come back to my comments I just write and move on and wish the BEST🌹
Identity Attack0.30103904
Insult0.39743927
Profanity0.07191269
Threat0.009981008
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.531
Jan 21, 2026 Inside Canada's Indian Metropolis (Brampton)
If anyone ever calls Tyler racist, I will play @4:53 so they realize what racism is. lol
If anyone ever calls Tyler racist, I will play @4:53 so they realize what racism is. lol
Identity Attack0.2774022
Insult0.2469859
Profanity0.13961408
Threat0.019055385
Severe Toxicity0.01896597
Moderate 0.37751234 Low Con 0.261 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
15:00 yeah like the abrahams call other religion false and demonic but thats not the case with dharmics they accept everyone
15:00 yeah like the abrahams call other religion false and demonic but thats not the case with dharmics they accept everyone
Identity Attack0.38215697
Insult0.23704576
Profanity0.19401662
Threat0.015947454
Severe Toxicity0.02296847
Moderate 0.37751234 Moderate Con 0.434 Moral_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
Identity Attack0.4482637
Insult0.17361937
Profanity0.085167445
Threat0.008401625
Severe Toxicity0.019740647
Moderate 0.37751234 Moderate Con 0.454 Humor_Satire
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
its called tribalism and you white people especially women have voted to ban eurpean tribalism under the false judgement of nazism/racism
its called tribalism and you white people especially women have voted to ban eurpean tribalism under the false judgement of nazism/racism
Identity Attack0.41975367
Insult0.16795322
Profanity0.15283443
Threat0.010705971
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.265
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
Identity Attack0.3908055
Insult0.2679134
Profanity0.047173142
Threat0.017674083
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.304
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The "smugglers" are basically scammers.. you can do this route on your own.. you just gotta Google it and figure out where the crossing is. And then call a cab from the u.s. to pick …
The "smugglers" are basically scammers.. you can do this route on your own.. you just gotta Google it and figure out where the crossing is. And then call a cab from the u.s. to pick you up.
Identity Attack0.07012023
Insult0.40420914
Profanity0.06145202
Threat0.0097738765
Severe Toxicity0.008125305
Moderate 0.37694603 Moderate Con 0.46 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are …
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are in their country doing their work, minding their own business and they call it invasion.
Identity Attack0.45610145
Insult0.17486192
Profanity0.1110661
Threat0.015429466
Severe Toxicity0.020644438
Moderate 0.37694603 Moderate Con 0.48 Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant, I am disgusted by how certain immigrants can not adapt and force their 3rd world country non-sense in this beautiful country 😢 this is not racism this is a bad pattern that …
As an immigrant, I am disgusted by how certain immigrants can not adapt and force their 3rd world country non-sense in this beautiful country 😢 this is not racism this is a bad pattern that needs to be called out.
Identity Attack0.38246045
Insult0.2838064
Profanity0.07967158
Threat0.010214032
Severe Toxicity0.015544481
Moderate 0.37694603 Constructive 0.561 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
So embarrassing to see fellow Indians behaving this way. The other immigrant groups are also doing their own s&!t. This is so wrong, discourteous and the sense of entitlement is so misplaced. As human being …
So embarrassing to see fellow Indians behaving this way. The other immigrant groups are also doing their own s&!t. This is so wrong, discourteous and the sense of entitlement is so misplaced. As human being we should respect the host culture and not behave like aspiring neo-colonizers. Add value to places that you call home and become an unobtrusive part of the mosaic. Those of us who say this, face hate from our own!😢
Identity Attack0.34649673
Insult0.31740165
Profanity0.07870171
Threat0.0115345
Severe Toxicity0.014769804
Moderate 0.37576625 Constructive 0.684 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
4:11 that's why people called them poopjeet 😂😂😂😂
4:11 that's why people called them poopjeet 😂😂😂😂
Identity Attack0.048480038
Insult0.17610447
Profanity0.26631543
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.285 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Don’t hate the players hate the game Canadian representation from local to provincial to federal all levels so called bad actors there dark graves full of corruption money laundering 😢
Don’t hate the players hate the game Canadian representation from local to provincial to federal all levels so called bad actors there dark graves full of corruption money laundering 😢
Identity Attack0.10235514
Insult0.38406035
Profanity0.024199532
Threat0.008686432
Severe Toxicity0.008850098
Moderate 0.37458646 Low Con 0.292
Nov 21, 2025 Thousands of refugees allowed into …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, then it's time to get it back. Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals. I've been called racist for defending whites.
Identity Attack0.44690517
Insult0.2469859
Profanity0.079025
Threat0.0103175985
Severe Toxicity0.01302678
Moderate 0.37340668 Constructive 0.625 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.