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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

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30,738 comments · Page 314 of 1230
CSIS needs to put these liberals in handcuffs
CSIS needs to put these liberals in handcuffs
Identity Attack0.31015682
Insult0.24561718
Profanity0.104876526
Threat0.44942492
Severe Toxicity0.023076924
Moderate 0.3969567 Low Con 0.126 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I would rather have hindus than muslims.
I would rather have hindus than muslims.
Identity Attack0.48915586
Insult0.16868424
Profanity0.11168506
Threat0.012751401
Severe Toxicity0.022839356
Moderate 0.3969567 Moderate Con 0.36 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yes indians are immigrants, whereas whites are natives😂
Yes indians are immigrants, whereas whites are natives😂
Identity Attack0.4774257
Insult0.1935001
Profanity0.1308005
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.3969567 Low Con 0.186 Identity_Assertion
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
Canadians need not be judgmental but learn from these people. If you you are a man, get 13 wives and parade them naked in front of your windows, then you would have acquired true enlightenment.
Canadians need not be judgmental but learn from these people. If you you are a man, get 13 wives and parade them naked in front of your windows, then you would have acquired true enlightenment.
Identity Attack0.2783691
Insult0.2659317
Profanity0.15195307
Threat0.25272974
Severe Toxicity0.023076924
Moderate 0.3969567 Low Con 0.208
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian …
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian government needs to take right steps.
Identity Attack0.46028158
Insult0.27146968
Profanity0.044167064
Threat0.009411395
Severe Toxicity0.015415368
Moderate 0.3969567 Moderate Con 0.351 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
18:14 Entre ellos se estafan... son una verguenza.....
18:14 Entre ellos se estafan... son una verguenza.....
Identity Attack0.01139534
Insult0.48313886
Profanity0.09066332
Threat0.006874025
Severe Toxicity0.008277893
Moderate 0.3969567 Low Con 0.222 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Canada is christian nation,so please most out those pagan gods from land of jesus.
Canada is christian nation,so please most out those pagan gods from land of jesus.
Identity Attack0.46028158
Insult0.33964422
Profanity0.0935729
Threat0.021300001
Severe Toxicity0.022452017
Moderate 0.3969567 Low Con 0.184 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
the babies they have are also inbred. I'm done with this. I'm ok with ppl that come here to live like us but if you are here to change our values then you can go …
the babies they have are also inbred. I'm done with this. I'm ok with ppl that come here to live like us but if you are here to change our values then you can go back home. when they get full power they will kill us Christ faith Canadians.. they are already burning down our churches. I'm not religious but ill stand with Christ before i bow to Islam.
Identity Attack0.46028158
Insult0.18355975
Profanity0.07223598
Threat0.22514746
Severe Toxicity0.023076924
Moderate 0.3969567 Moderate Con 0.432 Fear_Threat
Sep 9, 2025 Why Canadians Are Turning Against …
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
Identity Attack0.38208112
Insult0.37166002
Profanity0.11168506
Threat0.027688526
Severe Toxicity0.020515325
Moderate 0.3969567 Moderate Con 0.349 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
We have it a shot with East Indians and realized we just didn’t like them. It’s time for them to go home
We have it a shot with East Indians and realized we just didn’t like them. It’s time for them to go home
Identity Attack0.43896464
Insult0.191015
Profanity0.13432594
Threat0.34804323
Severe Toxicity0.023692908
Moderate 0.3969567 Moderate Con 0.349
Aug 26, 2025 Why Canadians Are Turning Against …
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Identity Attack0.27991617
Insult0.42743355
Profanity0.05393682
Threat0.01187109
Severe Toxicity0.013285006
Moderate 0.3969567 Low Con 0.216
Sep 29, 2025 IRCC Names India in Study …
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
Identity Attack0.3958119
Insult0.37279442
Profanity0.082581155
Threat0.009023022
Severe Toxicity0.015802706
Moderate 0.3969567 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets …
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets she'd blood once again like in the past. All you others, fight for your OWN COUNTRY!!
Identity Attack0.381025
Insult0.17610447
Profanity0.13256322
Threat0.34839883
Severe Toxicity0.02449106
Moderate 0.3969567 Constructive 0.507 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Incompetent of the Canadian federal government
Incompetent of the Canadian federal government
Identity Attack0.27991617
Insult0.4339631
Profanity0.043916557
Threat0.0074048014
Severe Toxicity0.009994507
Moderate 0.3969567 Low Con 0.232
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are indians terrified of nationalism in Canada?.....after-all, they voted in a nationalist gov;t in india. Because IT'S WHITE NATIONALISM......!
Why are indians terrified of nationalism in Canada?.....after-all, they voted in a nationalist gov;t in india. Because IT'S WHITE NATIONALISM......!
Identity Attack0.46614665
Insult0.17610447
Profanity0.049678206
Threat0.009307829
Severe Toxicity0.01735206
Moderate 0.3969567 Low Con 0.298
Aug 25, 2025 Why Canadians Are Turning Against …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
CanINDIA 💩
CanINDIA 💩
Identity Attack0.3817989
Insult0.40243408
Profanity0.36230123
Threat0.06238277
Severe Toxicity0.16960317
Moderate 0.39669925 Low Con 0.291 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Meanwhile, fake refugees are welcomed with a red carpet
Meanwhile, fake refugees are welcomed with a red carpet
Identity Attack0.40883094
Insult0.32211447
Profanity0.09551262
Threat0.011508608
Severe Toxicity0.017158391
Moderate 0.39669925 Low Con 0.175
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Identity Attack0.41975367
Insult0.36798462
Profanity0.10982819
Threat0.014220826
Severe Toxicity0.02167734
Moderate 0.39669925 Low Con 0.148 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The PPL said they're from only punjub we don't need them these PPL want khalistan by living in foreign our country is beautiful but still they want to live in a whole different country to …
The PPL said they're from only punjub we don't need them these PPL want khalistan by living in foreign our country is beautiful but still they want to live in a whole different country to just make things worse India is better without them
Identity Attack0.46028158
Insult0.34135336
Profanity0.17864552
Threat0.091630474
Severe Toxicity0.02604016
Moderate 0.39669925 Moderate Con 0.409 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Those white 👤 aren't actually native Canadian 😂😂😂
Those white 👤 aren't actually native Canadian 😂😂😂
Identity Attack0.46050715
Insult0.24928534
Profanity0.097129054
Threat0.009204263
Severe Toxicity0.022839356
Moderate 0.39669925 Low Con 0.182 Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
All your videos are so negative. Do some positive stuff
All your videos are so negative. Do some positive stuff
Identity Attack0.05794714
Insult0.24835461
Profanity0.104876526
Threat0.008194493
Severe Toxicity0.013285006
Moderate 0.39669925 Moderate Con 0.342 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
deport all
deport all
Identity Attack0.3817989
Insult0.10587067
Profanity0.10549548
Threat0.26849106
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.363
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians arent better off that Indians are in Canada
Canadians arent better off that Indians are in Canada
Identity Attack0.47178617
Insult0.24287975
Profanity0.09260304
Threat0.008272167
Severe Toxicity0.020902663
Moderate 0.39669925 Low Con 0.255 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are generally not immigrants but white Canadians, why? Brown families revere family, communal bonds, and dedication/loyal to kin. Will work hard, will be resourceful and they will network very efficiently amongst themselves, whereas Tim, Doug, and Mike from Canada want to drink, frolic, live out their s3xual desires and the few children born to such people end up like these or worse. Short answer, Canada needs taxpayers, Canadians need to have large families again and start having children, which also means taking marriage seriously again and perhaps becoming more religious. The decay of the western man is primarily due to the vices of feminism and liberalism which are horrible and dangerous ideologies, coupled with corrupt politicians and economic turmoil and atheistic mindset. The governments need workers, taxpayers etc and white Canadains are drowing in privledge
Identity Attack0.46028158
Insult0.29383746
Profanity0.10116278
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.495 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.