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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
Active: "We have this garbage from …" 154 comments · Page 3 of 7
Im sick of everything about these people. I hate their annoying voices,smells,and delusional idea of self-worth. Go back to your garbage pile and make it beautiful if you really are such a smart group of …
Im sick of everything about these people. I hate their annoying voices,smells,and delusional idea of self-worth. Go back to your garbage pile and make it beautiful if you really are such a smart group of people.
Identity Attack0.10221587
Insult0.61794597
Profanity0.29209393
Threat0.03373172
Severe Toxicity0.024678862
Moderate 0.6342749 Low Con 0.259 Insult
Oct 1, 2025 2 likes IRCC Names India in Study …
Carney is a pos! I have nothing but bad thoughts for that human garbage he should be in prison for what he’s done to our country!
Carney is a pos! I have nothing but bad thoughts for that human garbage he should be in prison for what he’s done to our country!
Identity Attack0.06567776
Insult0.67254376
Profanity0.26631543
Threat0.13566011
Severe Toxicity0.02420936
Moderate 0.6308517 Moderate Con 0.374 Insult Moral_Argument
Jan 3, 2026 New rules, regulations take effect …
So many villagers around my neighborhoods now. This country is going to absolute garbage
So many villagers around my neighborhoods now. This country is going to absolute garbage
Identity Attack0.39207554
Insult0.6109131
Profanity0.29209393
Threat0.010602405
Severe Toxicity0.023645958
Moderate 0.62702215 Moderate Con 0.31 Insult
Jun 23, 2025 1 likes How Canada broke its immigration …
WE CANADIANS NEED TO PROTECT OUR CHILDREN AND GRANDCHILDREN FROM SHARIA LAW. DO AS TEXAS HAS AND SAY NO TO THAT GARBAGE
WE CANADIANS NEED TO PROTECT OUR CHILDREN AND GRANDCHILDREN FROM SHARIA LAW. DO AS TEXAS HAS AND SAY NO TO THAT GARBAGE
Identity Attack0.3817989
Insult0.6308392
Profanity0.26600444
Threat0.011068452
Severe Toxicity0.023082556
Moderate 0.62702215 Low Con 0.283 Insult
Aug 31, 2025 84 likes Why Canadians Are Turning Against …
garbage.
garbage.
Identity Attack0.015053716
Insult0.6109131
Profanity0.2661772
Threat0.007948523
Severe Toxicity0.023076924
Moderate 0.61223894 Moderate Con 0.366 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no …
This has to stop!!! I am sickened by what’s happened to our lovely country. We are gonna become a crap hole like India is. Crapping in our fresh water, garbage lining every street and no jobs, chaos on our streets. It never ends. I could go on and on. I am SICK of it!!! I didn’t vote them in!!!
Identity Attack0.5135796
Insult0.5239335
Profanity0.41436642
Threat0.030969119
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.447 Identity Attack Insult Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Brampton used to be the lovely city. Mow is just garbage
Brampton used to be the lovely city. Mow is just garbage
Identity Attack0.094936445
Insult0.6308392
Profanity0.27747265
Threat0.006912862
Severe Toxicity0.020644438
Moderate 0.60254884 Moderate Con 0.33 Insult Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep trting. Rebel GARBAGE, Ezra still LIEING? He's been found LIBEL numerous times!
Keep trting. Rebel GARBAGE, Ezra still LIEING? He's been found LIBEL numerous times!
Identity Attack0.023595277
Insult0.6308392
Profanity0.21564959
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.147 Insult
Nov 21, 2025 Thousands of refugees allowed into …
All the garbage is from India Vancouver BC😅
All the garbage is from India Vancouver BC😅
Identity Attack0.55044734
Insult0.5130944
Profanity0.21673056
Threat0.007547205
Severe Toxicity0.038593806
Moderate 0.5885171 Low Con 0.294 Identity Attack Insult Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
We have this garbage from India😅
We have this garbage from India😅
Identity Attack0.55044734
Insult0.5130944
Profanity0.3283819
Threat0.0138755
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.25 Identity Attack Insult Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
It's a dump. Full of garbage, rot, waste, stinks, infestation, and nobody but the dirty, diseased rats want it anywhere nearby.
It's a dump. Full of garbage, rot, waste, stinks, infestation, and nobody but the dirty, diseased rats want it anywhere nearby.
Identity Attack0.02721288
Insult0.57787937
Profanity0.25458565
Threat0.01254427
Severe Toxicity0.02439716
Moderate 0.5885171 Low Con 0.234 Insult Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
The same garbage "leadership " of the past 12 years. Too little too late. Many of our services, trucking industry, "security" services and many other industries, are taken by illegal migrants. Gire Canadians and see …
The same garbage "leadership " of the past 12 years. Too little too late. Many of our services, trucking industry, "security" services and many other industries, are taken by illegal migrants. Gire Canadians and see how the illegal leave.
Identity Attack0.37730414
Insult0.61794597
Profanity0.15459715
Threat0.010110466
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.5 Insult Policy_Critique
Jan 12, 2026 Canada’s new rules in 2026
That’s why you study hard. Get a good education so you can always white flight away from this garbage till the end of times !
That’s why you study hard. Get a good education so you can always white flight away from this garbage till the end of times !
Identity Attack0.48915586
Insult0.56997263
Profanity0.30690086
Threat0.011327368
Severe Toxicity0.023505108
Moderate 0.5885171 Low Con 0.238 Insult Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
They r leaving India because it's a garbage 💩 hole and instead of determining their cultural concepts are the problem they try and change their new country into the 💩 hole they left. Send them …
They r leaving India because it's a garbage 💩 hole and instead of determining their cultural concepts are the problem they try and change their new country into the 💩 hole they left. Send them back.
Identity Attack0.55044734
Insult0.5543018
Profanity0.39842105
Threat0.108496375
Severe Toxicity0.2322566
Moderate 0.584095 Low Con 0.203 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Liberal government just garbage policy. All visa must be limited to India or China
Liberal government just garbage policy. All visa must be limited to India or China
Identity Attack0.49032792
Insult0.5678696
Profanity0.2882351
Threat0.010421164
Severe Toxicity0.023505108
Moderate 0.584095 Low Con 0.112 Insult
Sep 30, 2025 2 likes IRCC Names India in Study …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist to notice patterns. If the shoe was on the other foot, Canadians would be laughed at and run out if we imposed our religion and moved in millions of people over a decade. Stole all the jobs, destroy industries with low cheap labour. Exactly what’s happening in Canada. Can’t even speak the damn language yet, we are racist for getting mad I have to repeat “large black coffee” 17 times just to get a Chai Tea with 5 sugars in it. Canada has gone to shit.
Identity Attack0.36702603
Insult0.5739874
Profanity0.39409557
Threat0.016292779
Severe Toxicity0.03321367
Moderate 0.57271194 Constructive 0.522 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
India garbage😅
India garbage😅
Identity Attack0.6007182
Insult0.5678696
Profanity0.39409557
Threat0.13414288
Severe Toxicity0.45510182
Moderate 0.5721988 Moderate Con 0.318 Identity Attack Insult
Oct 18, 2025 1 likes Why Canadians Are Turning Against …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of them are garbage. There are good ones too who adopt to this country and follow things
Identity Attack0.14233272
Insult0.6306599
Profanity0.22592722
Threat0.008505191
Severe Toxicity0.022064678
Moderate 0.5716857 Moderate Con 0.321 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
Identity Attack0.5135796
Insult0.54471385
Profanity0.2356715
Threat0.009463178
Severe Toxicity0.023599008
Moderate 0.5716857 Moderate Con 0.388 Identity Attack Insult
Aug 29, 2025 Why Canadians Are Turning Against …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as far as jobs go, you can think mark Carney, the successor of the supremely, crooked Liberal Party from Justin Trudeau. To another idiot bleeding the blind leading the blind of Liberal Party. They're the ones that allowed all these illegal immigrants in here to stay. We need mass deportations, maybe it's time to become part of the fifty first state.Let trump do his mass deportations and waive these illegal pieces of garbage foreign workers bye.Bye
Identity Attack0.27340925
Insult0.6308392
Profanity0.22542313
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.391 Insult Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
Identity Attack0.4887047
Insult0.5130944
Profanity0.2664882
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.55739564 Low Con 0.212 Insult Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Thrall in Vancouver BC India garbage😅
Thrall in Vancouver BC India garbage😅
Identity Attack0.48915586
Insult0.5678696
Profanity0.36230123
Threat0.016292779
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.183 Insult Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage …
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage anywhere 3 noise pollution and smell of cooking 3 don’t know english illegal immigration. Don’t follow rules They do rallies which is blocking road in the name of god. Which is pathetic.
Identity Attack0.5135796
Insult0.5130944
Profanity0.4131548
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.364 Identity Attack Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I work full time and make less than 50K, and my taxes are going to pay for this garbage?
I work full time and make less than 50K, and my taxes are going to pay for this garbage?
Identity Attack0.009767435
Insult0.5723624
Profanity0.19524631
Threat0.008841781
Severe Toxicity0.013995127
Moderate 0.54823303 Moderate Con 0.396 Insult
Feb 21, 2020 3 likes How much do refugees and …
Thank god I moved out of Brampton 9 years their and it’s garbage now
Thank god I moved out of Brampton 9 years their and it’s garbage now
Identity Attack0.09162762
Insult0.563347
Profanity0.26641908
Threat0.0077154995
Severe Toxicity0.020257099
Moderate 0.54823303 Moderate Con 0.428 Insult Personal_Narrative
Feb 8, 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.