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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

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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 385 of 1230
As long as these people are not radical Islam, I think all is good!
As long as these people are not radical Islam, I think all is good!
Identity Attack0.43256098
Insult0.13607834
Profanity0.06195303
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.36095104 Moderate Con 0.397
Jan 27, 2026 Inside Canada's Indian Invasion...
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe …
What happened to the native /indigenous people of Canada.? The European cacadians whose ancestors occupied that land and murdered the natives should find from which european country their ancestors came and move back to europe if they can not tolerate the new brown non European immigrants.
Identity Attack0.44690517
Insult0.16853803
Profanity0.05243378
Threat0.060443077
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.321
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to …
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to include in their bill ZERO compensation, ZERO EI! We the people need to show these partisan leftist A-HOLES they’re going to pay BJ’ing lefty Trudeau!
Identity Attack0.056582913
Insult0.3470427
Profanity0.22622968
Threat0.011793415
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.409
Aug 14, 2018 2 likes How much do refugees and …
Karma for supporting khalistanis 😂
Karma for supporting khalistanis 😂
Identity Attack0.3908055
Insult0.36798462
Profanity0.21564959
Threat0.11769595
Severe Toxicity0.16960317
Moderate 0.36095104 Low Con 0.147 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great …
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great replacement theory is real. Do not sit in your echo chamber and be a sheep go out and see for yourself, it isnt hard.
Identity Attack0.10221587
Insult0.37846634
Profanity0.04742365
Threat0.008272167
Severe Toxicity0.008201599
Moderate 0.36095104 Moderate Con 0.46 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
majority 😢white only
majority 😢white only
Identity Attack0.40255263
Insult0.08558089
Profanity0.09551262
Threat0.012130005
Severe Toxicity0.019740647
Moderate 0.36095104 Low Con 0.285 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , …
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , Be honest and DO NOT BE A SHEEP
Identity Attack0.04564415
Insult0.37733194
Profanity0.10240069
Threat0.0068999166
Severe Toxicity0.0077438354
Moderate 0.36095104 Moderate Con 0.438 Call_To_Action
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Mass deportation is the only solution
Mass deportation is the only solution
Identity Attack0.31015682
Insult0.06512285
Profanity0.07643871
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.264 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
im indian and id not want any country to turn into India
im indian and id not want any country to turn into India
Identity Attack0.4139151
Insult0.0820023
Profanity0.08064143
Threat0.015256803
Severe Toxicity0.019482423
Moderate 0.36095104 Moderate Con 0.369 Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
When you Import the third world, you get third world problems
When you Import the third world, you get third world problems
Identity Attack0.3908055
Insult0.11616662
Profanity0.066963166
Threat0.012337137
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.106 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
congratulations, canada is doomed just like india
congratulations, canada is doomed just like india
Identity Attack0.3817989
Insult0.26957804
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.014511578
Moderate 0.36043653 Low Con 0.241 Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
purge then all
purge then all
Identity Attack0.052944973
Insult0.07808672
Profanity0.13873272
Threat0.44531298
Severe Toxicity0.023076924
Moderate 0.36043653 Moderate Con 0.319 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. …
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. Allegedly there is no specific culture in 🇨🇦 🇬🇧 because the invaders promoted immigrations as they expanded across vast Indigenous lands who are allegedly the Owners of Culture throughout the Americas.
Identity Attack0.3895355
Insult0.26395
Profanity0.12551236
Threat0.04686524
Severe Toxicity0.023076924
Moderate 0.36043653 Moderate Con 0.305 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
😮😢horrible
😮😢horrible
Identity Attack0.009619443
Insult0.20901857
Profanity0.17520344
Threat0.010472948
Severe Toxicity0.017674843
Moderate 0.36043653 Moderate Con 0.453
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canadian here. We are cooked. This isn’t just in Brampton, it’s nation wide. Our housing, job markets and healthcare systems are inundated. Deport them all.
Canadian here. We are cooked. This isn’t just in Brampton, it’s nation wide. Our housing, job markets and healthcare systems are inundated. Deport them all.
Identity Attack0.33352965
Insult0.16824563
Profanity0.027683776
Threat0.13650303
Severe Toxicity0.01644827
Moderate 0.36043653 Constructive 0.501
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Identity Attack0.41975367
Insult0.24928534
Profanity0.023516348
Threat0.008712323
Severe Toxicity0.011291504
Moderate 0.36043653 Low Con 0.23 Call_To_Action
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
Black-pilled here. Canada is finished.
Black-pilled here. Canada is finished.
Identity Attack0.40351558
Insult0.16773392
Profanity0.07482228
Threat0.07399795
Severe Toxicity0.021419114
Moderate 0.36043653 Moderate Con 0.32 Fear_Threat
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
you should do one on the white people in South Africa or Thailand!
you should do one on the white people in South Africa or Thailand!
Identity Attack0.40713623
Insult0.08030447
Profanity0.0838743
Threat0.058180105
Severe Toxicity0.017158391
Moderate 0.36043653 Low Con 0.23
Jan 27, 2026 Inside Canada's Indian Invasion...
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all …
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all a bad rep. I don't blame them for being here, except those that don't leave when required. However, the government knew it would be a problem with the numbers allowed; lack of resources to ensure they were sent packing when their time expired. It should be codified in law that if you do nkmot leave, your entire family, including extended family gets the boot.
Identity Attack0.016159095
Insult0.40243408
Profanity0.06546012
Threat0.009929225
Severe Toxicity0.005722046
Moderate 0.36043653 Constructive 0.758 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Kanadske žene i muškarci nemaju djecu a Indusi imaju i Kanada pripada njima
Kanadske žene i muškarci nemaju djecu a Indusi imaju i Kanada pripada njima
Identity Attack0.38208112
Insult0.3388922
Profanity0.20700185
Threat0.010654188
Severe Toxicity0.02604016
Moderate 0.36043653 Low Con 0.221 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Jesus is this depressing.
Jesus is this depressing.
Identity Attack0.22707681
Insult0.26957804
Profanity0.1067334
Threat0.00780612
Severe Toxicity0.010528564
Moderate 0.36043653 Moderate Con 0.407 Meta_Commentary
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Identity Attack0.46028158
Insult0.1798321
Profanity0.09775851
Threat0.008841781
Severe Toxicity0.016900165
Moderate 0.36043653 Constructive 0.602 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Come to Australia next it’s worse here
Come to Australia next it’s worse here
Identity Attack0.2949366
Insult0.15627414
Profanity0.10797132
Threat0.028897164
Severe Toxicity0.016706496
Moderate 0.36043653 Moderate Con 0.308 Comparative_Framing
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
They are from Punjab not India...😅😅 Punjabis are being suppressed 😅😅...they are all over India and most of the Hindus consider them protectors of religion.. what nonsense..
They are from Punjab not India...😅😅 Punjabis are being suppressed 😅😅...they are all over India and most of the Hindus consider them protectors of religion.. what nonsense..
Identity Attack0.37655997
Insult0.3416952
Profanity0.17520344
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.36043653 Moderate Con 0.492 Identity_Assertion
Feb 4, 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.