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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 464 of 1230
if only there was some magical way that we could get them to go to war with the somalians in MN
if only there was some magical way that we could get them to go to war with the somalians in MN
Identity Attack0.27510223
Insult0.039737478
Profanity0.058946952
Threat0.34804323
Severe Toxicity0.017997624
Moderate 0.30514878 Low Con 0.17 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the mudsl!de people aren't meant to be near us W's we are superior and that has been proven time and time and time again by they themselves.
the mudsl!de people aren't meant to be near us W's we are superior and that has been proven time and time and time again by they themselves.
Identity Attack0.10221587
Insult0.21602537
Profanity0.22542313
Threat0.011327368
Severe Toxicity0.01483436
Moderate 0.30514878 Low Con 0.284
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Why are immigrants running the country?
Why are immigrants running the country?
Identity Attack0.37432748
Insult0.07935401
Profanity0.03189224
Threat0.0074048014
Severe Toxicity0.009498596
Moderate 0.30514878 Low Con 0.206 Unverified_Claim
Dec 7, 2025 1 likes IRCC Names India in Study …
This is what happens when you only interview old, white boomers. I was just in Brampton for my cousins wedding (they’re Indian). The wedding had tons of young white, Indian, Asian, etc. people. Everyone was …
This is what happens when you only interview old, white boomers. I was just in Brampton for my cousins wedding (they’re Indian). The wedding had tons of young white, Indian, Asian, etc. people. Everyone was having a good time and having fun. Old people don’t change, young people adapt and live. For what it’s worth, Brampton was bustling, growing, and there was construction everywhere. It felt safer and definately was cleaner than any size city like that in the US. All the Indians I know there (my extended family) are engineers, lawyers, finance types, and doctors. One of my uncles got the Order of Canada - he lives in downtown Toronto though, very wealthy cardiologist now.
Identity Attack0.36873037
Insult0.16773392
Profanity0.08064143
Threat0.00967031
Severe Toxicity0.0128976675
Moderate 0.30514878 Constructive 0.745
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Identity Attack0.0775651
Insult0.3388922
Profanity0.026180768
Threat0.0072753434
Severe Toxicity0.004711151
Moderate 0.30514878 Low Con 0.294 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I wonder what ole peg thinks of this
I wonder what ole peg thinks of this
Identity Attack0.022992345
Insult0.24928534
Profanity0.15019037
Threat0.009747985
Severe Toxicity0.011978149
Moderate 0.30514878 Moderate Con 0.32
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau and his WEF masters at work and Carney is worse.
Justin Trudeau and his WEF masters at work and Carney is worse.
Identity Attack0.012061302
Insult0.3388922
Profanity0.024199532
Threat0.007573096
Severe Toxicity0.0045776367
Moderate 0.30514878 Low Con 0.122
Oct 5, 2025 How Canada broke its immigration …
Canadistan is the New Canada's Third World Reality.
Canadistan is the New Canada's Third World Reality.
Identity Attack0.34649673
Insult0.16839184
Profanity0.017572641
Threat0.007948523
Severe Toxicity0.01302678
Moderate 0.30514878 Low Con 0.119 Fear_Threat
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
here's a nouvelle idea... if they were refused, deport them..period! deport on the same day! out of the courthouse, onto a plane!
here's a nouvelle idea... if they were refused, deport them..period! deport on the same day! out of the courthouse, onto a plane!
Identity Attack0.06704199
Insult0.07365121
Profanity0.025087673
Threat0.3077799
Severe Toxicity0.016254602
Moderate 0.30514878 Moderate Con 0.358 Policy_Critique
Feb 25, 2026 'We do know that there's …
Why not interview the policy makers instead of poor people who are just pawns spending their entire life saving 😅😅. Tyler, you are just collecting cheap views bro. Every video of yours. You might be …
Why not interview the policy makers instead of poor people who are just pawns spending their entire life saving 😅😅. Tyler, you are just collecting cheap views bro. Every video of yours. You might be the next Nas Daily soon.
Identity Attack0.019575719
Insult0.26395
Profanity0.04892669
Threat0.0076507707
Severe Toxicity0.0064468384
Moderate 0.30514878 Low Con 0.253 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
All woman? Canada is done😂😂😂😂
All woman? Canada is done😂😂😂😂
Identity Attack0.34649673
Insult0.086852804
Profanity0.033645786
Threat0.010705971
Severe Toxicity0.012435913
Moderate 0.30514878 Low Con 0.277
Oct 3, 2025 IRCC Names India in Study …
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
Identity Attack0.2949366
Insult0.123407245
Profanity0.03915693
Threat0.039602257
Severe Toxicity0.011978149
Moderate 0.30514878 Low Con 0.268 Moral_Argument
Oct 3, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
You you bring in the third world you become the third world.
You you bring in the third world you become the third world.
Identity Attack0.22707681
Insult0.1342682
Profanity0.034397304
Threat0.010809537
Severe Toxicity0.012833111
Moderate 0.30514878 Low Con 0.13 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for …
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for Khalistan and pretend to be freedom fighters. They follow a terrorist named Bhindrawala who held 100s of hostages in Amritsar's Golden Temple to blackmail the Indian Govt. in 1984. Google Operation Blue Star.
Identity Attack0.2823795
Insult0.25602314
Profanity0.02071529
Threat0.02440793
Severe Toxicity0.010528564
Moderate 0.30514878 Constructive 0.581 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
I think in comments every Indian is trying to justifying the illegal immigrants. So every indian, should also accept the illegal immigrants from bangladesh and Pakistan which are coming to India
Identity Attack0.38176915
Insult0.15343215
Profanity0.06345607
Threat0.011353259
Severe Toxicity0.013478675
Moderate 0.30514878 Moderate Con 0.483
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Enough with the Indian bashing!!! Now talk about the Chinese in Vancouver, BC and Markham, Richmond Hill.
Enough with the Indian bashing!!! Now talk about the Chinese in Vancouver, BC and Markham, Richmond Hill.
Identity Attack0.381025
Insult0.0820023
Profanity0.022286616
Threat0.009747985
Severe Toxicity0.007896423
Moderate 0.30514878 Moderate Con 0.311
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Skilled immigrants would never go to Quebec anyways.
Skilled immigrants would never go to Quebec anyways.
Identity Attack0.36702603
Insult0.15982662
Profanity0.02208166
Threat0.008220384
Severe Toxicity0.008850098
Moderate 0.30514878 Low Con 0.148 Comparative_Framing
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Identity Attack0.01857083
Insult0.25998658
Profanity0.03489832
Threat0.028206514
Severe Toxicity0.006980896
Moderate 0.30502358 Low Con 0.278 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
12:26 he say that but wont allow any other race to marry into thier family. every year they travel back to india to find mate. bs answer
12:26 he say that but wont allow any other race to marry into thier family. every year they travel back to india to find mate. bs answer
Identity Attack0.35299334
Insult0.0836065
Profanity0.124631
Threat0.013424582
Severe Toxicity0.015673593
Moderate 0.30502358 Moderate Con 0.371
Sep 20, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I am so sick of this as a Canadian, it's unbelievable. If you showed me this in a satirical comedy show 10 years ago, I would say it's too overboard to be funny. But here …
I am so sick of this as a Canadian, it's unbelievable. If you showed me this in a satirical comedy show 10 years ago, I would say it's too overboard to be funny. But here we are! I'm moving to the United States because of this. And before you ask, yes, I am proudly a racist. That doesn't mean I hate anyone or I want harm towards anybody, I just don't want to become a minority in my own country :)
Identity Attack0.28034934
Insult0.18107465
Profanity0.051181246
Threat0.008712323
Severe Toxicity0.00869751
Moderate 0.30502358 Constructive 0.636 Identity_Assertion
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Identity Attack0.29951343
Insult0.07491849
Profanity0.018665737
Threat0.03787563
Severe Toxicity0.015415368
Moderate 0.30502358 Low Con 0.269
Sep 19, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in …
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in one country virtually everyone is corrupt and the other is a closed-doors system?
Identity Attack0.27991617
Insult0.24928534
Profanity0.016069634
Threat0.00713294
Severe Toxicity0.005836487
Moderate 0.30502358 Low Con 0.282 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bcoz god and criminals are friends and both do crimes with help of each other
Bcoz god and criminals are friends and both do crimes with help of each other
Identity Attack0.17925262
Insult0.16989174
Profanity0.08128801
Threat0.011508608
Severe Toxicity0.010299683
Moderate 0.30502358 Low Con 0.177 Unverified_Claim
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Ban India for 10 years for high jacking the system with fraud.
Ban India for 10 years for high jacking the system with fraud.
Identity Attack0.28034934
Insult0.18852992
Profanity0.0715894
Threat0.035458352
Severe Toxicity0.01121521
Moderate 0.30502358 Low Con 0.161
Sep 30, 2025 3 likes IRCC Names India in Study …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant citizens that are always lied to from opposition government who are handcuffed by leftist government agencies or crown corporations who don't support in hiring these illegals that are sitting at home watching television on our welfare system , waiting to help us on our national tragedies , that our red cross agencies have to do ,by themselves to relieve economic and emotional distress. Is that enough brain washing and political rhetoric , or should I continue, that not only a tenth of the situations we are facing.
Identity Attack0.17381613
Insult0.24928534
Profanity0.1719469
Threat0.011430934
Severe Toxicity0.013414118
Moderate 0.30502358 Moderate Con 0.475
Sep 25, 2018 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.