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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 394 of 1230
Ok I have no idea how Canada even allowed Indians in the first place the most invasive species dosent belong in the beautiful country Canada .🍁 as an American and a very proud American I …
Ok I have no idea how Canada even allowed Indians in the first place the most invasive species dosent belong in the beautiful country Canada .🍁 as an American and a very proud American I feel for Canada 🇨🇦
Identity Attack0.42615733
Insult0.16875735
Profanity0.035649836
Threat0.010576514
Severe Toxicity0.021419114
Moderate 0.34757367 Constructive 0.614
Jan 27, 2026 Inside Canada's Indian Invasion...
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Identity Attack0.44690517
Insult0.15343215
Profanity0.057944927
Threat0.009100696
Severe Toxicity0.012283325
Moderate 0.34757367 Low Con 0.276 Economic_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
I find more Indians with Canadian flag in Roblox than the actual canadians 💀
I find more Indians with Canadian flag in Roblox than the actual canadians 💀
Identity Attack0.3825363
Insult0.17734702
Profanity0.117874645
Threat0.009903334
Severe Toxicity0.019224197
Moderate 0.34757367 Low Con 0.291 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
Good, send them back. We dont need these 2 million people.
Good, send them back. We dont need these 2 million people.
Identity Attack0.31307843
Insult0.16890354
Profanity0.028913507
Threat0.06561559
Severe Toxicity0.016771052
Moderate 0.34757367 Low Con 0.203 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
It’s ok. Not a chance I’m going to that dump
It’s ok. Not a chance I’m going to that dump
Identity Attack0.0028090095
Insult0.14816412
Profanity0.035901114
Threat0.0076756603
Severe Toxicity0.00004530432
Moderate 0.3452152
Dec 7, 2025 257 likes
Why are people acting like the guy in the bike is some sort of genius? Or comedian. I mean fro starters, the dude thinks all africans are mentally challenged, that's just statistically wrong
Why are people acting like the guy in the bike is some sort of genius? Or comedian. I mean fro starters, the dude thinks all africans are mentally challenged, that's just statistically wrong
Identity Attack0.3817989
Insult0.2469859
Profanity0.16496858
Threat0.010395273
Severe Toxicity0.016319158
Moderate 0.34328604 Moderate Con 0.32 Moral_Argument
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
The problem is Liberals support the criminals just for the sake of votes
The problem is Liberals support the criminals just for the sake of votes
Identity Attack0.18002926
Insult0.34135336
Profanity0.040409464
Threat0.010472948
Severe Toxicity0.00667572
Moderate 0.34328604 Low Con 0.164
Nov 16, 2025 IRCC Names India in Study …
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
Identity Attack0.38223284
Insult0.12521741
Profanity0.08355101
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.315 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Cause they forgot,they are immigrats too.new immigrats are easy target of hatred
Cause they forgot,they are immigrats too.new immigrats are easy target of hatred
Identity Attack0.3817989
Insult0.1935001
Profanity0.0569429
Threat0.009825659
Severe Toxicity0.011520386
Moderate 0.34328604 Low Con 0.223
Aug 26, 2025 Why Canadians Are Turning Against …
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that …
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that the poo eating is only in one part of India more or less which you already went to and The rest of India does not condone the eating of deh poo poo. Thank you and yes their are a lot of dirty ppl also unfortunately. Facts are facts. A lot of us dont like being clean for some reason. A shower a day would be nice. Some Deodorant also would be great cuz the purchasing of deodorant seems to be quite low over here. Wish i ran into you man i would have enjoyed talking to u. Big fan.
Identity Attack0.28034934
Insult0.34314156
Profanity0.16496858
Threat0.008272167
Severe Toxicity0.01502803
Moderate 0.34328604 Constructive 0.818 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Criminals....share this
Criminals....share this
Identity Attack0.023796257
Insult0.34626248
Profanity0.06946823
Threat0.013269233
Severe Toxicity0.009307861
Moderate 0.34328604 Low Con 0.268 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
As a indian I am ashamed to be born in hindu family. Thanks to Jesus Christ I came out of Hinduism and found the true living God Jesus Christ ✝️. I have a dream to …
As a indian I am ashamed to be born in hindu family. Thanks to Jesus Christ I came out of Hinduism and found the true living God Jesus Christ ✝️. I have a dream to visit christian holy places in Europe
Identity Attack0.3908055
Insult0.14150882
Profanity0.092279755
Threat0.011482717
Severe Toxicity0.023076924
Moderate 0.34328604 Constructive 0.542 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Coping with immigrants is good
Coping with immigrants is good
Identity Attack0.36942887
Insult0.09416737
Profanity0.18786818
Threat0.11922921
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.307 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …
lame
lame
Identity Attack0.022590388
Insult0.32211447
Profanity0.19155724
Threat0.009023022
Severe Toxicity0.011749268
Moderate 0.34328604 Moderate Con 0.445
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport all non-citizens %100
Deport all non-citizens %100
Identity Attack0.33352965
Insult0.107333586
Profanity0.054938845
Threat0.13815513
Severe Toxicity0.019740647
Moderate 0.34328604 Low Con 0.147 Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
20:18 blood on the side the width of a palm 😢
20:18 blood on the side the width of a palm 😢
Identity Attack0.05089863
Insult0.06984934
Profanity0.12815644
Threat0.18913531
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.366 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Even brown youth growing there has became jaded of this western dream ! I feel too much of everything is bad
Even brown youth growing there has became jaded of this western dream ! I feel too much of everything is bad
Identity Attack0.3817989
Insult0.12883772
Profanity0.117874645
Threat0.012078222
Severe Toxicity0.014898917
Moderate 0.34328604 Moderate Con 0.438 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
So what happened to the native people they arent white what a joke
So what happened to the native people they arent white what a joke
Identity Attack0.3817989
Insult0.11797678
Profanity0.09389619
Threat0.010291707
Severe Toxicity0.015544481
Moderate 0.34328604 Low Con 0.241
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Identity Attack0.037136484
Insult0.16780703
Profanity0.26593533
Threat0.010602405
Severe Toxicity0.014963473
Moderate 0.34328604 Moderate Con 0.323 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration policy is suicidal.
Immigration policy is suicidal.
Identity Attack0.2808415
Insult0.14150882
Profanity0.12815644
Threat0.13313138
Severe Toxicity0.01644827
Moderate 0.34328604 Low Con 0.218 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
Identity Attack0.3819294
Insult0.24928534
Profanity0.03840541
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.34328604 Low Con 0.269
Oct 1, 2025 111 likes IRCC Names India in Study …
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Identity Attack0.41052565
Insult0.16897665
Profanity0.0913099
Threat0.012078222
Severe Toxicity0.02077355
Moderate 0.34328604 Low Con 0.187 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu. Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu. Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Identity Attack0.41975367
Insult0.2679134
Profanity0.08775374
Threat0.011612174
Severe Toxicity0.067522444
Moderate 0.34328604 Moderate Con 0.465 Unverified_Claim
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie …
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie said - just like my Political Science professor pointed out almost 50 years ago - immigrants largely vote for whoever was in power when they arrived in the country. A very large percentage of the people that they bring into the country under a Liberal government are likely to vote Liberal. That's a (practically) guaranteed stream of new Liberal voters to replace the old Liberal voters who have become disillusioned by the Liberal Party's actions. It has to stop. We need to vet EVERYONE who comes in and we shouldn't be giving them gold-plated health care until we've granted them refugee status or permanent residency and they should be told that up front so no one is shocked or feels cheated. If they know that and still come, they'll know what they're facing. If they choose not to come, they've made an informed decision.
Identity Attack0.050443888
Insult0.40243408
Profanity0.049177196
Threat0.007974415
Severe Toxicity0.0060272217
Moderate 0.34328604 Constructive 0.796 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
MAGA coming to Canada what a SHAME
MAGA coming to Canada what a SHAME
Identity Attack0.2127345
Insult0.34782293
Profanity0.025087673
Threat0.007922632
Severe Toxicity0.009994507
Moderate 0.34328604 Low Con 0.189
Sep 1, 2025 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.