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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

click to expand

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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Search comment text, filter by category or toxicity level
30,738 comments · Page 629 of 1230
Mass deportations like the US
Mass deportations like the US
Identity Attack0.14875233
Insult0.034341812
Profanity0.028503597
Threat0.014566151
Severe Toxicity0.0061416626
Low Tox 0.19986437 Low Con 0.291 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
why did this video disappear and then come back 😥
why did this video disappear and then come back 😥
Identity Attack0.012139536
Insult0.028061481
Profanity0.06195303
Threat0.01698343
Severe Toxicity0.010223389
Low Tox 0.19986437 Moderate Con 0.402 Question
Feb 6, 2026 Inside Canada's Indian Invasion...
Only way to fix this kick out people. I have 1 credit card, i wirk 84 hours a week 7 days a week
Only way to fix this kick out people. I have 1 credit card, i wirk 84 hours a week 7 days a week
Identity Attack0.0103594
Insult0.030044744
Profanity0.062454045
Threat0.18281023
Severe Toxicity0.008087158
Low Tox 0.19986437 Moderate Con 0.433
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last …
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last week I’ve came to a conclusion that is safe, legal and would probably be the biggest videos in history if done. Around the island is international waters. What do you think is around that island? If you see this comment just reply and I’ll give you the idea for free, I just want these horrible people brought to justice WITH PROOF!!! Thanks bud, hopefully you see this.
Identity Attack0.008213525
Insult0.1505596
Profanity0.062454045
Threat0.010705971
Severe Toxicity0.004386902
Low Tox 0.19986437 Constructive 0.641 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. …
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. I think it’s jealousy because they earn more money than the natives. Harder working people of similar or higher intelligence.
Identity Attack0.20878418
Insult0.071750276
Profanity0.03239325
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.1996317 Constructive 0.579 Economic_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
1:07, I hope none are in Kitimat-Stikine.
1:07, I hope none are in Kitimat-Stikine.
Identity Attack0.10221587
Insult0.034011267
Profanity0.03840541
Threat0.045895394
Severe Toxicity0.009307861
Low Tox 0.1996317 Moderate Con 0.354 Fear_Threat
Oct 1, 2025 1 likes IRCC Names India in Study …
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room …
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room for my voice, because I’m no different then any Canadian or American in how I act but nothing separates me from Punjab and Kashmir other than accident of birth and one generation. My English is NE United States, my French Québécois, my Hindi Dehli,Punjabi Jalandar, Urdu Lahori, and Turkish Ankara. I speak six languages and I’m fluent in none, I’m from three countries yet none of them want me. It would be great if more of these types of investigations included our voices, as we’re neither here nor there yet caught in the middle of all of this.
Identity Attack0.18903255
Insult0.082619295
Profanity0.030138692
Threat0.009126588
Severe Toxicity0.008964539
Low Tox 0.1996317 Constructive 0.806 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Your accent and your fluency in English should be enough to make them suspicious.
Your accent and your fluency in English should be enough to make them suspicious.
Identity Attack0.037136484
Insult0.07967083
Profanity0.024131214
Threat0.008336896
Severe Toxicity0.0038528442
Low Tox 0.1996317 Low Con 0.206
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Maybe open a hotline to report illegal aliens that’ll help curb this issue. No info asked about tipster.
Maybe open a hotline to report illegal aliens that’ll help curb this issue. No info asked about tipster.
Identity Attack0.17459276
Insult0.0623257
Profanity0.016001316
Threat0.012233571
Severe Toxicity0.0050735474
Low Tox 0.1996317 Moderate Con 0.39
Oct 14, 2025 IRCC Names India in Study …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen us morph from an economic powerhouse to wasted potential. Add in strict criteria for being able to come to Canada, incentivize construction of new infrastructure, and add in new laws for all these immigrants that dictate what they can and cannot do in Canada. This ain't no free ride, people! Get off the government gravy train and start working in places OTHER than entry-level work! Leave that for teens and twentiers!
Identity Attack0.14233272
Insult0.076502606
Profanity0.022218296
Threat0.010835429
Severe Toxicity0.0059509277
Low Tox 0.1996317 Constructive 0.669 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
REDEEM FULL DEPORT
REDEEM FULL DEPORT
Identity Attack0.06795148
Insult0.06529768
Profanity0.051181246
Threat0.029587816
Severe Toxicity0.023076924
Low Tox 0.1996317 Low Con 0.201
Dec 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy must have got his bike stolen at some point 😂😂
Bike guy must have got his bike stolen at some point 😂😂
Identity Attack0.006992595
Insult0.07301756
Profanity0.030138692
Threat0.010188141
Severe Toxicity0.0037002563
Low Tox 0.1996317 Low Con 0.292 Humor_Satire
Jan 27, 2026 400 likes Inside Canada's Indian Invasion...
Well... have a taste of your own medicine!
Well... have a taste of your own medicine!
Identity Attack0.005401687
Insult0.081508696
Profanity0.017162729
Threat0.0083886795
Severe Toxicity0.0035476685
Low Tox 0.1996317 Low Con 0.216 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
If honesty was a person would be the man in orange vest
If honesty was a person would be the man in orange vest
Identity Attack0.019575719
Insult0.08030447
Profanity0.035148825
Threat0.008841781
Severe Toxicity0.0049209595
Low Tox 0.1996317 Low Con 0.205 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Ship them back if they can’t integrate!
Ship them back if they can’t integrate!
Identity Attack0.06929302
Insult0.04969218
Profanity0.021056883
Threat0.05721026
Severe Toxicity0.0063323975
Low Tox 0.1996317 Low Con 0.154
Aug 25, 2025 Why Canadians Are Turning Against …
Its okay if its multicultural, even native Canadian people historically aren't white. So just accept it cause its gonna always happen no matter what
Its okay if its multicultural, even native Canadian people historically aren't white. So just accept it cause its gonna always happen no matter what
Identity Attack0.27340925
Insult0.032248367
Profanity0.026727317
Threat0.009437286
Severe Toxicity0.0061035156
Low Tox 0.1996317 Moderate Con 0.433 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow, the conservative party has been saying this for years and you guys are acting like this is some big epiphany that this is happening. Shame on you for not reporting this properly and digging …
Wow, the conservative party has been saying this for years and you guys are acting like this is some big epiphany that this is happening. Shame on you for not reporting this properly and digging into the real issue at hand and that that is 10 years of liberal failure when it comes to immigration policy. Why not try doing some real journalism for once
Identity Attack0.018269362
Insult0.10587067
Profanity0.01941724
Threat0.007365964
Severe Toxicity0.0029182434
Low Tox 0.1996317 Low Con 0.269 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
Nice question ❤ Will they go back to Khalistan? If they get it 😅
Nice question ❤ Will they go back to Khalistan? If they get it 😅
Identity Attack0.17070955
Insult0.04910661
Profanity0.040910475
Threat0.027861187
Severe Toxicity0.008964539
Low Tox 0.1996317 Moderate Con 0.302 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Here's a crazy theory, the rich ain't gonna be affected by any of this. Only the middle class. So are the majority of people gonna vote the other way now?
Here's a crazy theory, the rich ain't gonna be affected by any of this. Only the middle class. So are the majority of people gonna vote the other way now?
Identity Attack0.020078164
Insult0.107333586
Profanity0.044167064
Threat0.006550381
Severe Toxicity0.002374649
Low Tox 0.1996317 Moderate Con 0.331 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
At Our local mall, the entire work force are foreigners, speaking loudly to each other in their own language, sometimes yelling across the store, all the banks, offices , restaurants, are not hiring our students, …
At Our local mall, the entire work force are foreigners, speaking loudly to each other in their own language, sometimes yelling across the store, all the banks, offices , restaurants, are not hiring our students, housewives, or men. It is all outsiders. 🔮
Identity Attack0.18002926
Insult0.07523532
Profanity0.014771583
Threat0.00675104
Severe Toxicity0.0043678284
Low Tox 0.1996317 Moderate Con 0.37 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
5:43 iq is based off resources. Not race. And most of sub saharan Africa is christian
5:43 iq is based off resources. Not race. And most of sub saharan Africa is christian
Identity Attack0.19890837
Insult0.036104713
Profanity0.048425674
Threat0.0076507707
Severe Toxicity0.0077819824
Low Tox 0.1996317 Low Con 0.219
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
Identity Attack0.1769227
Insult0.062150877
Profanity0.013336895
Threat0.0075083673
Severe Toxicity0.004749298
Low Tox 0.1996317 Low Con 0.249
Aug 26, 2025 Why Canadians Are Turning Against …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma always hits back
Identity Attack0.1294935
Insult0.070799805
Profanity0.0138151245
Threat0.008556974
Severe Toxicity0.004558563
Low Tox 0.1996317 Moderate Con 0.379 Moral_Argument
Nov 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
Identity Attack0.10815793
Insult0.06634661
Profanity0.026044132
Threat0.011689849
Severe Toxicity0.006790161
Low Tox 0.1996317 Moderate Con 0.309 Identity_Assertion
Nov 3, 2025 How much do refugees and …

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.