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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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30,738 comments · Page 635 of 1230
Deport all period close the borders period .
Deport all period close the borders period .
Identity Attack0.10235514
Insult0.029604018
Profanity0.021876704
Threat0.045572113
Severe Toxicity0.006790161
Low Tox 0.19789438 Low Con 0.213 Call_To_Action
Dec 29, 2025 Deportations From Canada at Their …
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Identity Attack0.0059936526
Insult0.16883044
Profanity0.012995303
Threat0.0065697995
Severe Toxicity0.0018119812
Low Tox 0.19789438 Low Con 0.248 Policy_Critique
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
You have whole countries fleeing their country. Only to come to America or Canada to change to their culture. Fix your countries and keep your tails their
You have whole countries fleeing their country. Only to come to America or Canada to change to their culture. Fix your countries and keep your tails their
Identity Attack0.12556632
Insult0.06337463
Profanity0.020510335
Threat0.010032792
Severe Toxicity0.00541687
Low Tox 0.19789438 Low Con 0.137
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bring 3rd world in, you bring in 3rd world standards.
Bring 3rd world in, you bring in 3rd world standards.
Identity Attack0.10221587
Insult0.035443626
Profanity0.023243073
Threat0.010214032
Severe Toxicity0.006790161
Low Tox 0.19789438 Low Con 0.126 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and …
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and security are always 95% Indians. I don't understand how this was aloud..
Identity Attack0.17459276
Insult0.07270074
Profanity0.03715288
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.19789438 Constructive 0.71 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run …
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run with Indians and they don't share the same value or even cultural norms as Westerners. I see this problem in America as well but it's nto just Indians. In America, it's every country in the world that comes and interacts with their own community and there's no assimilation. Even as a second generation American, I still feel like a guest in this country and I am grateful for the Americans to have allowed my family to come here to live with them. Citizenship is just a piece of paper though. I know if I didn't assimilate, they could send me to India even if I know nothing about it. It's just basic humility.
Identity Attack0.2463217
Insult0.070799805
Profanity0.028503597
Threat0.007637825
Severe Toxicity0.006904602
Low Tox 0.19789438 Constructive 0.836
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
What do you do when all the other countries have illegal migrant issues that allow their leaders to label opposition parties as racist but your country is too remote to have a real migrant crisis?
What do you do when all the other countries have illegal migrant issues that allow their leaders to label opposition parties as racist but your country is too remote to have a real migrant crisis?
Identity Attack0.17226285
Insult0.06794841
Profanity0.016342908
Threat0.006861079
Severe Toxicity0.0037765503
Low Tox 0.19789438 Moderate Con 0.324
Sep 30, 2025 IRCC Names India in Study …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & no place to live ahead of time. We have some kind of temple that we have no idea what it is and recently an Islamic Centre right on Main Street which we also have no idea what it is really. I could go on & on about this, there are so many strangers here now, walking everywhere, talking on their cellphones and sitting on our Main Street all day long....We try smiling at them or say Hi and they turn their head away from us... We don't recognize our town anymore...
Identity Attack0.17536941
Insult0.07808672
Profanity0.026317406
Threat0.0078449575
Severe Toxicity0.005645752
Low Tox 0.19789438 Constructive 0.769
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Even when they do American things they do it smarter than us (USA).
Even when they do American things they do it smarter than us (USA).
Identity Attack0.1769227
Insult0.06529768
Profanity0.021535112
Threat0.0076766624
Severe Toxicity0.0045776367
Low Tox 0.19789438 Low Con 0.183 Comparative_Framing
Feb 12, 2026 Canada's tighter immigration policy divides …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
My only gripe is that they litter and don't clean up after themselves. Indians are generally good people though.
My only gripe is that they litter and don't clean up after themselves. Indians are generally good people though.
Identity Attack0.20088354
Insult0.06984934
Profanity0.046171114
Threat0.009281937
Severe Toxicity0.0059509277
Low Tox 0.19789438 Constructive 0.611 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard …
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard live good, don't work live bad karma is a bit#@.
Identity Attack0.13805299
Insult0.06757036
Profanity0.020510335
Threat0.008103873
Severe Toxicity0.0039482117
Low Tox 0.19789438 Constructive 0.7 Moral_Argument
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It …
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It shouldn't have happened
Identity Attack0.10221587
Insult0.071433455
Profanity0.023311393
Threat0.011586283
Severe Toxicity0.004386902
Low Tox 0.19789438 Constructive 0.765 Solidarity
Feb 6, 2026 Inside Canada's Indian Invasion...
Designated shetting streets
Designated shetting streets
Identity Attack0.017063495
Insult0.03885912
Profanity0.17520344
Threat0.015774792
Severe Toxicity0.009651184
Low Tox 0.19789438 Low Con 0.28 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
GOOD deport Deport DEPORT! I'm starting to look like a minority in my own small little town, let along province of Ontario.
GOOD deport Deport DEPORT! I'm starting to look like a minority in my own small little town, let along province of Ontario.
Identity Attack0.099899694
Insult0.05086332
Profanity0.014839902
Threat0.012854968
Severe Toxicity0.0061035156
Low Tox 0.19789438 Moderate Con 0.415
Dec 24, 2025 31 likes Deportations From Canada at Their …
India declared independence from the British Empire. Go back to India and celebrate and eat nice food🥳
India declared independence from the British Empire. Go back to India and celebrate and eat nice food🥳
Identity Attack0.14233272
Insult0.042665333
Profanity0.030890211
Threat0.010265815
Severe Toxicity0.007820129
Low Tox 0.19789438 Moderate Con 0.389 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
CANADA HAS FALLEN
CANADA HAS FALLEN
Identity Attack0.10221587
Insult0.0811385
Profanity0.02474608
Threat0.00967031
Severe Toxicity0.006942749
Low Tox 0.19789438 Low Con 0.235 Fear_Threat
Sep 19, 2025 83 likes Inside Canada's Indian Metropolis (Brampton)
8:01, get rid of the car that simple.
8:01, get rid of the car that simple.
Identity Attack0.0058456613
Insult0.028061481
Profanity0.03339528
Threat0.09929679
Severe Toxicity0.008583069
Low Tox 0.19789438 Low Con 0.191
Aug 26, 2025 Why Canadians Are Turning Against …
Go home.
Go home.
Identity Attack0.008250522
Insult0.06494803
Profanity0.020578653
Threat0.018364733
Severe Toxicity0.005455017
Low Tox 0.19789438 Moderate Con 0.33
Jan 19, 2026 1 likes 2.9 million Canadian temporary visas …
Let me guess... a lot of salty wat canadians in the comment section?
Let me guess... a lot of salty wat canadians in the comment section?
Identity Attack0.12556632
Insult0.08212569
Profanity0.021398475
Threat0.007340072
Severe Toxicity0.004348755
Low Tox 0.19694418 Low Con 0.186 Meta_Commentary
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
Identity Attack0.11047905
Insult0.082866095
Profanity0.012585391
Threat0.0068869707
Severe Toxicity0.003452301
Low Tox 0.19694418 Moderate Con 0.364 Policy_Critique
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
if you think Brampton is bad, then go to Surrey lol
if you think Brampton is bad, then go to Surrey lol
Identity Attack0.03249594
Insult0.075868964
Profanity0.052934792
Threat0.0084793
Severe Toxicity0.0037002563
Low Tox 0.19694418 Low Con 0.253 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian to their Culture.😂. He was so true in his words.😊
Identity Attack0.22859548
Insult0.04090862
Profanity0.018665737
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.19694418 Constructive 0.752 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Just a technical term but that guy is a human smuggler not a trafficker. trafficking is when you are taken somewhere against your will. smuggling is when you are willfully being moved into the other …
Just a technical term but that guy is a human smuggler not a trafficker. trafficking is when you are taken somewhere against your will. smuggling is when you are willfully being moved into the other area.
Identity Attack0.0073255757
Insult0.1378885
Profanity0.022149978
Threat0.009359611
Severe Toxicity0.003566742
Low Tox 0.19694418 Constructive 0.575 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.