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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: "So what is this really …" 567 comments · Page 7 of 23
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Identity Attack0.14233272
Insult0.16266862
Profanity0.3866461
Threat0.013528148
Severe Toxicity0.02439716
Moderate 0.4014846 Low Con 0.227 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian and I don't really like Indians.
Identity Attack0.4931391
Insult0.23704576
Profanity0.17334256
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.679 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Identity Attack0.015154205
Insult0.21602537
Profanity0.44431314
Threat0.009048914
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.5 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
I really hope you read this Tyler! You are a sad excuse for a journalist and I wish you nothing but the worst luck.
Identity Attack0.012340514
Insult0.4339631
Profanity0.04792466
Threat0.08089764
Severe Toxicity0.013478675
Moderate 0.4013387 Moderate Con 0.386 Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
Identity Attack0.44690517
Insult0.28586254
Profanity0.26621178
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.421 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
i’m finding that most people in this video are really racist so not stereotypical canadians
i’m finding that most people in this video are really racist so not stereotypical canadians
Identity Attack0.3819294
Insult0.3388922
Profanity0.108590275
Threat0.0077802283
Severe Toxicity0.017803956
Moderate 0.39842087 Moderate Con 0.359 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Identity Attack0.2877625
Insult0.40243408
Profanity0.059447967
Threat0.0076637166
Severe Toxicity0.014317908
Moderate 0.3977292 Low Con 0.134 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Identity Attack0.44690517
Insult0.31740165
Profanity0.16915557
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.601 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Identity Attack0.36702603
Insult0.35505778
Profanity0.047173142
Threat0.007974415
Severe Toxicity0.014640691
Moderate 0.39441586 Moderate Con 0.357 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights for the safely of kids . Fighting against SOGI and Transgender mutilation. Fighting for the rights of Parents. Fighting against mainstream media. Fighting to protect law abiding citizens for standing up to government corruption and the health care authority that continues to spread false information . Fight for gun owners. Pushing for Castle Law . Fighting the corruption in the legal system that allows the prosecution of innocent Canadians and the violation of their charter of rights. If the Conservative Party isn't willing to fight, really fight, then we are still being governed by one big Uniparty playing politics.
Identity Attack0.30103904
Insult0.42743355
Profanity0.124631
Threat0.060766358
Severe Toxicity0.019740647
Moderate 0.38811707 Moderate Con 0.487 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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...
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of these brainwashed people are gonna be leaving Canada even if hypothetically there was a Khalistan created lmao. That's the factual truth. Aside from that info, there was a really great video by some Canadian creator only which explained how the influx of Indian descent people are the wrongdoings of Ca's current govt. policies.
Identity Attack0.38238457
Insult0.37733194
Profanity0.13961408
Threat0.021990653
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.709 Unverified_Claim
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
10:53 thre we go.. if you say yes.. you should be deported immediately.. you’re using canada.. that spot could have gone to someone who really wanted to make canada their identity and home.. This is …
10:53 thre we go.. if you say yes.. you should be deported immediately.. you’re using canada.. that spot could have gone to someone who really wanted to make canada their identity and home.. This is what really pisses me off wit this.
Identity Attack0.10699738
Insult0.33964422
Profanity0.2268346
Threat0.01750142
Severe Toxicity0.015867263
Moderate 0.38601747 Moderate Con 0.449 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
Identity Attack0.38208112
Insult0.3388922
Profanity0.23857519
Threat0.011327368
Severe Toxicity0.021290002
Moderate 0.37751234 Constructive 0.627
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating …
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating in communities for votes.🗳️ We have too much multicultural representation in government. They are creating their own mini countries in Canada 🇨🇦 and changing legislation to accommodate themselves..
Identity Attack0.4830652
Insult0.2469859
Profanity0.03765389
Threat0.009023022
Severe Toxicity0.020644438
Moderate 0.37751234 Moderate Con 0.418 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the …
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the same culture as India. I always believe when in Rome, be a Roman. So, you Canadians really need to do something about this
Identity Attack0.44690517
Insult0.2817503
Profanity0.079025
Threat0.008945347
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.516
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
I used to defend indians whenever a fellow construction worker is on them however now I don’t bother since most of them showed deep coldness and slick behaviour like racism towards blacks, natives and Asian, …
I used to defend indians whenever a fellow construction worker is on them however now I don’t bother since most of them showed deep coldness and slick behaviour like racism towards blacks, natives and Asian, smear campaign on job sites to get other contractors fired and of course the job will most likely be handed to them. Was disgusted when realising that some of them are getting paid 13/hr. To be short, this people are terribly dreadful and malignant in so many ways just really good at hiding it. And I am also an immigrant.
Identity Attack0.3825363
Insult0.35016364
Profanity0.14225815
Threat0.029933142
Severe Toxicity0.020515325
Moderate 0.37694603 Constructive 0.615
Aug 26, 2025 Why Canadians Are Turning Against …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for over 200 years so bad and people lost there wealth, the property from the famine, there culture had been ruined particularly in the north-eastern India, these Indians are not north-eastern. They are not doing anything evil, satanic, look to your churches for that, there were some really twisted things happening there with the authority and church fathers and pedophilia and buried of children and countless other scanerios torture chambers, torturing women, church vs government...
Identity Attack0.41052565
Insult0.2659317
Profanity0.21564959
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.536
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Identity Attack0.089145996
Insult0.15627414
Profanity0.117874645
Threat0.025961896
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.277 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
0:58 really rude what you said there about sikhs don’t get me wrong a lot of what you seen this video is pretty true but from my experience and so many others the only Indians …
0:58 really rude what you said there about sikhs don’t get me wrong a lot of what you seen this video is pretty true but from my experience and so many others the only Indians I really respect are sikhs there honestly some of the nicest and most charismatic people I know if there’s anyone who doesn’t deserves the hate it them
Identity Attack0.2964622
Insult0.16758773
Profanity0.14930901
Threat0.032695748
Severe Toxicity0.02116089
Moderate 0.37576625 Constructive 0.725 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since forever and for a while it seemed like immigrants were fine with that but this new generation of immigrants would really love to see our country turn into theirs despite a lot of them seeking asylum or a better life here its ridicules to think anyone who's white is racist when all they wish to see Canada as it used to be with immigrants that respected and valued the countries norms
Identity Attack0.3817989
Insult0.35016364
Profanity0.08678388
Threat0.008686432
Severe Toxicity0.012435913
Moderate 0.37340668 Constructive 0.74 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... …
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... they have a common fearure...they lie constantly about their education and experience. When you are interviewing an Indian IT person , they know everything, according to their answers... but it is a lie.
Identity Attack0.43896464
Insult0.2735258
Profanity0.1067334
Threat0.009851551
Severe Toxicity0.016706496
Moderate 0.37340668 Moderate Con 0.486 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they know, they think this way they will have a better life in Canada, but in reality they are fucking the economy and not thinking about its consequences in the long term. I assume most of them will wait no minute to go back to their home country once the economy in Canada crumbles. I feel really bad about this kind of behaviours and I feel ashamed.
Identity Attack0.2803029
Insult0.26395
Profanity0.38203895
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.3722269 Constructive 0.696 Personal_Narrative
Sep 29, 2025 2 likes 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.