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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: "You know who is having …" 1,129 comments · Page 36 of 46
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Identity Attack0.044612918
Insult0.031036375
Profanity0.010552917
Threat0.00780612
Severe Toxicity0.0025749207
Low Tox 0.10089093 Constructive 0.537 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
When you can be born in Canada, and grow up with a foreign accent, you know we've got a problem. The woman in green said, "When i go home" - as in India..... she's been …
When you can be born in Canada, and grow up with a foreign accent, you know we've got a problem. The woman in green said, "When i go home" - as in India..... she's been living in Canada for decades, but doesn't consider Canada her home. says it all.
Identity Attack0.07012023
Insult0.026058068
Profanity0.011082385
Threat0.0061166976
Severe Toxicity0.00207901
Low Tox 0.09958932 Constructive 0.562
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Not every Indian knows where Bombay is, but everyone in India knows where Brampton is.
Not every Indian knows where Bombay is, but everyone in India knows where Brampton is.
Identity Attack0.07591068
Insult0.022448512
Profanity0.025087673
Threat0.010472948
Severe Toxicity0.0034332275
Low Tox 0.09915545 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
Identity Attack0.026007013
Insult0.029934563
Profanity0.027410502
Threat0.0071847234
Severe Toxicity0.0023651123
Low Tox 0.09915545 Low Con 0.165 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
Identity Attack0.08500996
Insult0.020643732
Profanity0.0137468055
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.09872158 Constructive 0.516
Aug 25, 2025 9 likes Why Canadians Are Turning Against …
Because they know about it like cartels in vancouver
Because they know about it like cartels in vancouver
Identity Attack0.014752249
Insult0.036435258
Profanity0.01627459
Threat0.006757513
Severe Toxicity0.0016021729
Low Tox 0.09611836 Low Con 0.185 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
First, they should fire right now those goverment officials who don't know data about students. Actually they should take responsability about their jobs. It's simple: send an ultimatum to students and colleges and after start …
First, they should fire right now those goverment officials who don't know data about students. Actually they should take responsability about their jobs. It's simple: send an ultimatum to students and colleges and after start revoking visas and licenses.
Identity Attack0.0076955543
Insult0.028502205
Profanity0.013576009
Threat0.028379176
Severe Toxicity0.0022506714
Low Tox 0.09611836 Moderate Con 0.318
Oct 6, 2025 IRCC Names India in Study …
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Identity Attack0.055673428
Insult0.023221988
Profanity0.011577694
Threat0.006550381
Severe Toxicity0.0015640259
Low Tox 0.09568449 Low Con 0.278
Sep 28, 2025 141 likes IRCC Names India in Study …
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Identity Attack0.04822223
Insult0.024897853
Profanity0.01402008
Threat0.007262398
Severe Toxicity0.002670288
Low Tox 0.09438288 Moderate Con 0.495 Fear_Threat
Nov 3, 2025 IRCC Names India in Study …
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
Identity Attack0.009767435
Insult0.018581128
Profanity0.058445938
Threat0.008841781
Severe Toxicity0.0051498413
Low Tox 0.09351514 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And what is going on behind closed govt doors. How do you live in a broken system. We all need to stand as one and say and do no more. But you only know what you know till you learn more. Stay strong and groovy.
Identity Attack0.014048826
Insult0.035333443
Profanity0.012038844
Threat0.00636914
Severe Toxicity0.0012969971
Low Tox 0.0926474 Constructive 0.762 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
Identity Attack0.029402243
Insult0.032909457
Profanity0.012995303
Threat0.006738094
Severe Toxicity0.0016117096
Low Tox 0.091913216 Moderate Con 0.346 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for future Canada.
Identity Attack0.04951127
Insult0.024124376
Profanity0.0113385795
Threat0.00704232
Severe Toxicity0.0017929077
Low Tox 0.09033044 Constructive 0.509 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Wait a minute didn’t the French colonize a land that was home to the indigenous Native Americans.Now you know how it feels to be Native.
Wait a minute didn’t the French colonize a land that was home to the indigenous Native Americans.Now you know how it feels to be Native.
Identity Attack0.051353373
Insult0.021868404
Profanity0.012687869
Threat0.006835188
Severe Toxicity0.0020885468
Low Tox 0.09033044 Moderate Con 0.423
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I wanna know more about the human trafficking ring!
I wanna know more about the human trafficking ring!
Identity Attack0.006696612
Insult0.015644927
Profanity0.02474608
Threat0.012854968
Severe Toxicity0.0030326843
Low Tox 0.08874765 Moderate Con 0.417 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Identity Attack0.04203484
Insult0.021546122
Profanity0.011475217
Threat0.009023022
Severe Toxicity0.002117157
Low Tox 0.08795626 Moderate Con 0.31
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Identity Attack0.032753747
Insult0.026315894
Profanity0.010996987
Threat0.007961469
Severe Toxicity0.0021743774
Low Tox 0.083999306 Constructive 0.688 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I am an immigrant myself since 2000. believe me, those new immigrants we all have issues with. they all know the system much better than most non-immigrant lawyers here in Canada.
I am an immigrant myself since 2000. believe me, those new immigrants we all have issues with. they all know the system much better than most non-immigrant lawyers here in Canada.
Identity Attack0.06340405
Insult0.023221988
Profanity0.012482914
Threat0.006155535
Severe Toxicity0.0016307831
Low Tox 0.08320791 Constructive 0.693
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Identity Attack0.08087392
Insult0.019225692
Profanity0.013951761
Threat0.006537435
Severe Toxicity0.0020122528
Low Tox 0.08320791 Constructive 0.583 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
Identity Attack0.0035405615
Insult0.037351396
Profanity0.0005381205
Threat0.0015649609
Severe Toxicity0.000005879382
Low Tox 0.08309852 Fear_Threat
Apr 14, 2025

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.