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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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30,738 comments · Page 642 of 1230
WHAT!? 79,000 illegals in Canada? great job, NOT!
WHAT!? 79,000 illegals in Canada? great job, NOT!
Identity Attack0.14233272
Insult0.061976057
Profanity0.013678487
Threat0.006977591
Severe Toxicity0.004310608
Low Tox 0.19219314 Low Con 0.257
Sep 29, 2025 IRCC Names India in Study …
I appreciate wat this man says here,especially that hes an immigrant himself..he gets it😮
I appreciate wat this man says here,especially that hes an immigrant himself..he gets it😮
Identity Attack0.13163337
Insult0.061626412
Profanity0.021945024
Threat0.0074824756
Severe Toxicity0.0048065186
Low Tox 0.19219314 Constructive 0.635
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
At least they work. Its better than alot of other immigrant groups.
At least they work. Its better than alot of other immigrant groups.
Identity Attack0.23163283
Insult0.04852104
Profanity0.01887069
Threat0.006433869
Severe Toxicity0.0034332275
Low Tox 0.19219314 Moderate Con 0.427 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
yoo i know that place THE BIG INDAI STAURTE
yoo i know that place THE BIG INDAI STAURTE
Identity Attack0.12440576
Insult0.04383647
Profanity0.07676199
Threat0.01238892
Severe Toxicity0.010604858
Low Tox 0.19219314 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
BC here so glad most illegals stay in East!
BC here so glad most illegals stay in East!
Identity Attack0.16801116
Insult0.06302499
Profanity0.017094411
Threat0.0070552654
Severe Toxicity0.004310608
Low Tox 0.19219314 Moderate Con 0.47
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is not the greatest country in the world 😂 don’t make me laugh
Canada is not the greatest country in the world 😂 don’t make me laugh
Identity Attack0.11163961
Insult0.06617179
Profanity0.021603432
Threat0.0066668927
Severe Toxicity0.0044059753
Low Tox 0.19219314 Low Con 0.21 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I got no problem with it, as a Christian, racism is sin and I don't partake in it
I got no problem with it, as a Christian, racism is sin and I don't partake in it
Identity Attack0.17459276
Insult0.0314771
Profanity0.05243378
Threat0.010162249
Severe Toxicity0.005836487
Low Tox 0.19219314 Constructive 0.502 Moral_Argument
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
What’s up with Canadian immigrants and knowing they need to assimilate to the culture they joined but American immigrants take their whole country with them and refuse to adapt when they come
Identity Attack0.2308735
Insult0.05086332
Profanity0.016342908
Threat0.00675104
Severe Toxicity0.0039482117
Low Tox 0.19219314 Low Con 0.273 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
They need god for deodorant and soap
They need god for deodorant and soap
Identity Attack0.06340405
Insult0.053791173
Profanity0.057944927
Threat0.009929225
Severe Toxicity0.007095337
Low Tox 0.19219314 Low Con 0.256 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
Identity Attack0.06613251
Insult0.055547886
Profanity0.019622196
Threat0.05203775
Severe Toxicity0.005493164
Low Tox 0.19219314 Moderate Con 0.343 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
3 screen shots are annoying
3 screen shots are annoying
Identity Attack0.008250522
Insult0.05086332
Profanity0.08290444
Threat0.010990778
Severe Toxicity0.0050735474
Low Tox 0.19219314 Low Con 0.293 Meta_Commentary
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
And that Chipmunk from Ottawa wants to confiscate our guns while his people be messing around town. I don’t think so
And that Chipmunk from Ottawa wants to confiscate our guns while his people be messing around town. I don’t think so
Identity Attack0.013345404
Insult0.12702756
Profanity0.022559889
Threat0.010705971
Severe Toxicity0.004348755
Low Tox 0.19219314 Low Con 0.222 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I work in an auto shop not far from some of the locations in this video, the amount of self inflicted damage I see is baffling
I work in an auto shop not far from some of the locations in this video, the amount of self inflicted damage I see is baffling
Identity Attack0.010803374
Insult0.029163294
Profanity0.050680235
Threat0.02492592
Severe Toxicity0.00705719
Low Tox 0.19219314 Constructive 0.537 Personal_Narrative
Jan 27, 2026 24 likes Inside Canada's Indian Invasion...
think canada is bad look at texas
think canada is bad look at texas
Identity Attack0.13805299
Insult0.06582214
Profanity0.02795705
Threat0.008259222
Severe Toxicity0.00415802
Low Tox 0.19219314 Low Con 0.261 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually …
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually migrates directly to the US, UK, UAE and Singapore. Canada and Australia used to be popular destinations, but there's so many lower class Indians in Canada and Australia that neither country is sought after by the richer Indians now.
Identity Attack0.26155844
Insult0.06285016
Profanity0.013371054
Threat0.006479179
Severe Toxicity0.004272461
Low Tox 0.19219314 Constructive 0.612 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
TranSSgenda 2o3o in full effect... SOme theory aye??
TranSSgenda 2o3o in full effect... SOme theory aye??
Identity Attack0.17536941
Insult0.053205602
Profanity0.07999486
Threat0.008401625
Severe Toxicity0.009651184
Low Tox 0.19219314 Moderate Con 0.307 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
Identity Attack0.21866
Insult0.05964688
Profanity0.02167175
Threat0.0064597605
Severe Toxicity0.0042533875
Low Tox 0.19219314 Moderate Con 0.364 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Buy Canadian???....whats Canadian anymore? Like SING HORTONS???? CANADA STRONG??? FOR WHOM???....IMMIGRANTS????? FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Buy Canadian???....whats Canadian anymore? Like SING HORTONS???? CANADA STRONG??? FOR WHOM???....IMMIGRANTS????? FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Identity Attack0.14019285
Insult0.045593183
Profanity0.0127561875
Threat0.00713294
Severe Toxicity0.005340576
Low Tox 0.19219314 Low Con 0.204 Policy_Critique
Jan 26, 2026 Canada’s new rules in 2026
Send them away 🤨🤨
Send them away 🤨🤨
Identity Attack0.010581387
Insult0.053791173
Profanity0.07805514
Threat0.07476458
Severe Toxicity0.007896423
Low Tox 0.19219314 Low Con 0.231
Oct 13, 2025 IRCC Names India in Study …
LMAO at the close up at the flip flops
LMAO at the close up at the flip flops
Identity Attack0.00899048
Insult0.037395194
Profanity0.17148167
Threat0.011249693
Severe Toxicity0.0119018555
Low Tox 0.19219314 Low Con 0.254 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
Identity Attack0.24801466
Insult0.046764325
Profanity0.015283971
Threat0.0071199946
Severe Toxicity0.004005432
Low Tox 0.19219314 Moderate Con 0.322 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yep. Nb here. My country is Unrecognizable! I live I'm a upper class area in a housing crisis. I have at least 500 immigrants in my neighborhood. Our schools are a mess. Our Canadian children …
Yep. Nb here. My country is Unrecognizable! I live I'm a upper class area in a housing crisis. I have at least 500 immigrants in my neighborhood. Our schools are a mess. Our Canadian children have no help. I'm blown away bc I've never experienced anything like it. Tax payes pay this!
Identity Attack0.12208464
Insult0.06826523
Profanity0.020510335
Threat0.006874025
Severe Toxicity0.0045394897
Low Tox 0.19219314 Constructive 0.769
Sep 9, 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.