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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

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30,738 comments · Page 590 of 1230
When a country is so corrupt that these people going to other countries
When a country is so corrupt that these people going to other countries
Identity Attack0.04306607
Insult0.16766082
Profanity0.04792466
Threat0.0074565844
Severe Toxicity0.0038719177
Low Tox 0.23162876 Low Con 0.182 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
advertising a scam app... i'm disappointed.. :(
advertising a scam app... i'm disappointed.. :(
Identity Attack0.004994711
Insult0.10294484
Profanity0.052934792
Threat0.0073918556
Severe Toxicity0.0032424927
Low Tox 0.23162876 Moderate Con 0.424 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
Identity Attack0.22783615
Insult0.061626412
Profanity0.034146797
Threat0.019573374
Severe Toxicity0.008087158
Low Tox 0.23162876 Moderate Con 0.365
Aug 25, 2025 45 likes Why Canadians Are Turning Against …
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
Identity Attack0.25309357
Insult0.06512285
Profanity0.014669105
Threat0.013424582
Severe Toxicity0.0063323975
Low Tox 0.23162876 Moderate Con 0.408
Dec 26, 2025 1 likes Deportations From Canada at Their …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
“Invaders complain about immigration” that would be a good title 👍
“Invaders complain about immigration” that would be a good title 👍
Identity Attack0.15303208
Insult0.07270074
Profanity0.018802373
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.2312681 Low Con 0.277
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Identity Attack0.2700233
Insult0.07998765
Profanity0.020100424
Threat0.00756015
Severe Toxicity0.0059890747
Low Tox 0.2312681 Moderate Con 0.432 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You grouch about the Indian but you "Oliviera" that does not sound like a French, native or English/Irish name. Lemme guess your parents came to Canada when the French and the English did all the …
You grouch about the Indian but you "Oliviera" that does not sound like a French, native or English/Irish name. Lemme guess your parents came to Canada when the French and the English did all the hard work? Or you were with the second voyage of Champlain? There are bad people in any community just saying.
Identity Attack0.120924085
Insult0.11797678
Profanity0.018324144
Threat0.0064985976
Severe Toxicity0.00333786
Low Tox 0.2312681 Constructive 0.59 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Seem to come out better as an illegal immigrant just as long as you don’t get caught than actual everyone that works
Seem to come out better as an illegal immigrant just as long as you don’t get caught than actual everyone that works
Identity Attack0.22707681
Insult0.07491849
Profanity0.023379711
Threat0.008013252
Severe Toxicity0.005836487
Low Tox 0.2312681 Low Con 0.204
Jan 28, 2018 1 likes How much do refugees and …
indo sekis all over..
indo sekis all over..
Identity Attack0.1035157
Insult0.08434689
Profanity0.19893537
Threat0.010835429
Severe Toxicity0.017029278
Low Tox 0.2312681 Low Con 0.26
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back.
Send them all back.
Identity Attack0.061130337
Insult0.053205602
Profanity0.023652986
Threat0.13815513
Severe Toxicity0.009841919
Low Tox 0.2312681 Low Con 0.232 Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Canada needs to recover from this liberal governments mess
Canada needs to recover from this liberal governments mess
Identity Attack0.06658725
Insult0.16824563
Profanity0.032643758
Threat0.007961469
Severe Toxicity0.004081726
Low Tox 0.2312681 Low Con 0.185
Jan 22, 2026 Why Canada’s immigration system has …
New world order baby hahaha fn enjoy
New world order baby hahaha fn enjoy
Identity Attack0.03223813
Insult0.0654725
Profanity0.17287734
Threat0.020436687
Severe Toxicity0.01806218
Low Tox 0.2312681 Low Con 0.225 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bike dude lowkey speaking facts
Bike dude lowkey speaking facts
Identity Attack0.012061302
Insult0.1669316
Profanity0.082581155
Threat0.0074048014
Severe Toxicity0.005645752
Low Tox 0.2312681 Moderate Con 0.301 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
Identity Attack0.11744241
Insult0.0820023
Profanity0.022696527
Threat0.013702838
Severe Toxicity0.006752014
Low Tox 0.2312681 Low Con 0.241 Unverified_Claim
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Identity Attack0.20483385
Insult0.07270074
Profanity0.01579636
Threat0.008013252
Severe Toxicity0.00541687
Low Tox 0.2312681 Constructive 0.551 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
False!!! LIES!!!
False!!! LIES!!!
Identity Attack0.0028118372
Insult0.16053712
Profanity0.04065997
Threat0.006757513
Severe Toxicity0.008888245
Low Tox 0.2312681 Moderate Con 0.306
Jul 3, 2019 1 likes How much do refugees and …
Do next one of how italians invaded new York in the 20th century
Do next one of how italians invaded new York in the 20th century
Identity Attack0.21668483
Insult0.04032305
Profanity0.03464781
Threat0.03787563
Severe Toxicity0.008621216
Low Tox 0.2312681 Low Con 0.222 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
WTAF
WTAF
Identity Attack0.0025713511
Insult0.035333443
Profanity0.5150164
Threat0.005809236
Severe Toxicity0.023082556
Low Tox 0.2312681 Low Con 0.209
Oct 2, 2025 IRCC Names India in Study …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars in tuition, buy real estate, and are not eligible for any social assistance? Why not look into who makes up the bulk of offenders in Canada, who's on welfare/disability, who's unemployed? Of course this wouldn't fit your narrative.
Identity Attack0.23391083
Insult0.06858205
Profanity0.014532468
Threat0.0074824756
Severe Toxicity0.004005432
Low Tox 0.2312681 Moderate Con 0.415 Policy_Critique
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Being conquered without a shot fired
Being conquered without a shot fired
Identity Attack0.00847251
Insult0.021094928
Profanity0.06796519
Threat0.33923563
Severe Toxicity0.009841919
Low Tox 0.2312681 Low Con 0.25
Dec 8, 2025 65 likes Inside Canada's Indian Metropolis (Brampton)
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Shame
Shame
Identity Attack0.008546505
Insult0.10440776
Profanity0.064458095
Threat0.007935578
Severe Toxicity0.004634857
Low Tox 0.2312681 Moderate Con 0.479
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
not one of them is returning to khalistan 🤣
not one of them is returning to khalistan 🤣
Identity Attack0.23770751
Insult0.15840563
Profanity0.0913099
Threat0.04167421
Severe Toxicity0.021806452
Low Tox 0.2312681 Low Con 0.138 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal …
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal party propaganda....
Identity Attack0.10221587
Insult0.15627414
Profanity0.015318131
Threat0.010680079
Severe Toxicity0.004787445
Low Tox 0.2312681 Low Con 0.283 Fear_Threat
Jan 27, 2026 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.