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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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Active: "I am surprised that you …" 128 comments · Page 1 of 6
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Identity Attack0.5983441
Insult0.8579266
Profanity0.32479182
Threat0.0287245
Severe Toxicity0.20067264
Toxic 0.8629672 Low Con 0.19 Identity Attack Insult Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
5:36 this guy is an idiot. Indians are good hard working people. There’s bad in every culture. If you take the time to talk to them you might be surprised.
Identity Attack0.43896464
Insult0.7298119
Profanity0.4989438
Threat0.020609349
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.421 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Not surprised it’s India. Most scammers are from that shyt hole.
Not surprised it’s India. Most scammers are from that shyt hole.
Identity Attack0.55044734
Insult0.6308392
Profanity0.6528205
Threat0.014220826
Severe Toxicity0.23225145
Toxic 0.7510937 Low Con 0.201 Identity Attack Insult Unverified_Claim
Oct 5, 2025 IRCC Names India in Study …
I am surprised to know that we have an immigration system. Because Canada went to the shits.
I am surprised to know that we have an immigration system. Because Canada went to the shits.
Identity Attack0.37507164
Insult0.5177041
Profanity0.71218073
Threat0.009100696
Severe Toxicity0.13073033
Toxic 0.74954444 Moderate Con 0.371 Insult Fear_Threat
Jan 19, 2026 Why Canada’s immigration system has …
Not surprised 0 whites at timhortans shits gone down Hill
Not surprised 0 whites at timhortans shits gone down Hill
Identity Attack0.57554024
Insult0.5130944
Profanity0.6672561
Threat0.030969119
Severe Toxicity0.23223943
Toxic 0.72028047 Low Con 0.152 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Not all african are bad though ,i think i think he was a percimistic. But who am i to be surprised most white people hate black people just for existing as a South African i …
Not all african are bad though ,i think i think he was a percimistic. But who am i to be surprised most white people hate black people just for existing as a South African i can tell when i see a white racist prick and most of the comment section agrees with him which is very disgusting.
Identity Attack0.6007182
Insult0.58196646
Profanity0.44431314
Threat0.03407705
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.592 Identity Attack Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
You are a liar, not surprise you work for the government
You are a liar, not surprise you work for the government
Identity Attack0.02138452
Insult0.67254376
Profanity0.17520344
Threat0.0084793
Severe Toxicity0.01806218
Moderate 0.60311776 Low Con 0.127 Insult
May 4, 2020 1 likes How much do refugees and …
The hanuman monkey from India is the worst Indian part. Surprised it’s shaved and standing naked in a freezing weather
The hanuman monkey from India is the worst Indian part. Surprised it’s shaved and standing naked in a freezing weather
Identity Attack0.55044734
Insult0.4986907
Profanity0.36230123
Threat0.035803676
Severe Toxicity0.3476075
Moderate 0.57271194 Low Con 0.269 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without …
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without any doubt.
Identity Attack0.36942887
Insult0.45758462
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.15443328
Moderate 0.5559701 Moderate Con 0.333 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Who is this schmuck Tyler Oliveira, and why is he here in Canada. Almost 9m subs?! The very title, subject matter, interview questions and presentation are racist. Just read the comments, and … surprise! You …
Who is this schmuck Tyler Oliveira, and why is he here in Canada. Almost 9m subs?! The very title, subject matter, interview questions and presentation are racist. Just read the comments, and … surprise! You get 24K people liking this comment: “Wanting your country not to turn into India is not racist.” Whoosh. 🙄
Identity Attack0.32476485
Insult0.57566804
Profanity0.11230402
Threat0.008103873
Severe Toxicity0.023076924
Moderate 0.54325575 Moderate Con 0.322 Insult Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
Dude you should blur these peoples faces. I'm Canadian and I wouldn't be surprised if the white people making negative comments got in trouble for this, our government is a sick mix of liberal-fascist-communist. They …
Dude you should blur these peoples faces. I'm Canadian and I wouldn't be surprised if the white people making negative comments got in trouble for this, our government is a sick mix of liberal-fascist-communist. They are correct, though, of course.
Identity Attack0.5108175
Insult0.5208188
Profanity0.12551236
Threat0.043955702
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.556 Identity Attack Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My neighbour did not ask for my permission before importing millions of these unsuitable people into my country, so do not be surprised when I do not ask for my neighbour's permission to cull every …
My neighbour did not ask for my permission before importing millions of these unsuitable people into my country, so do not be surprised when I do not ask for my neighbour's permission to cull every last one of their parasites by any means necessary to defend my country from this invasion.
Identity Attack0.46028158
Insult0.5130944
Profanity0.21781154
Threat0.24090876
Severe Toxicity0.07805709
Moderate 0.52007306 Moderate Con 0.423 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah, keep putting more taxes on everything. Keep taxing income and property that has already been taxed. Then act surprised when the fertility rate drops that low! So then you bring in migrants who will …
Yeah, keep putting more taxes on everything. Keep taxing income and property that has already been taxed. Then act surprised when the fertility rate drops that low! So then you bring in migrants who will reproduce like crazy. Then you need to collect even more taxes, robbing your hard-working population to provide for them, and you get even more surprised. But of course, you know exactly what you're doing. Those low-quality migrants are your future voters. That's why your asses in the government seats aren't going to be replaced anytime soon. Good job, liberals! Just remember, the branch you're sawing off now is the one you're sitting on. Your fall is inevitable; it's only a matter of time.
Identity Attack0.35299334
Insult0.489133
Profanity0.40878695
Threat0.023199292
Severe Toxicity0.0394905
Moderate 0.50789946 Moderate Con 0.39 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything they do and expect in Canada, they would allow none of that in their own country. They join the MAGA when it serves them, and then cry racism when when its inconvenient. It's no surprise that everybody is sick of Indians, not just white people.
Identity Attack0.5707127
Insult0.4339631
Profanity0.09486605
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.49139655 Constructive 0.524 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People from the land of scammers and fraudulent documents -- India!!! Oh, and they can get jobs despite being unskilled or having poor English skills because they have group chats where they share the interview …
People from the land of scammers and fraudulent documents -- India!!! Oh, and they can get jobs despite being unskilled or having poor English skills because they have group chats where they share the interview questions and answers. They help each other cheat the system! Why am I not surprised?
Identity Attack0.55011386
Insult0.47384647
Profanity0.11292298
Threat0.010757755
Severe Toxicity0.02420936
Moderate 0.4850187 Moderate Con 0.369 Identity Attack
Jun 19, 2025 2 likes How Canada broke its immigration …
I wouldn't be surprised if the immigration Minister doesn't get fired because Gary sucks at his job and he's still there
I wouldn't be surprised if the immigration Minister doesn't get fired because Gary sucks at his job and he's still there
Identity Attack0.07425626
Insult0.48313886
Profanity0.39409557
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.413 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I used to work in sales. Every single one of them will go out of their way to haggle against fixed prices. Wasting time demanding favours and deals. They constantly try to screw you over. …
I used to work in sales. Every single one of them will go out of their way to haggle against fixed prices. Wasting time demanding favours and deals. They constantly try to screw you over. They favour their own over you and are blatant about it. Once you look into their izzat system, everything makes more sense. They are not compatible, they don't want to be. They smell awful, act awful, and then pretend to be surprised when people don't like it. Often literally retarded. Brazenly two-faced.
Identity Attack0.15517195
Insult0.5130944
Profanity0.36230123
Threat0.011223801
Severe Toxicity0.023076924
Moderate 0.4838166 Moderate Con 0.467 Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India! Fraud!!! What a surprise 😂
India! Fraud!!! What a surprise 😂
Identity Attack0.48915586
Insult0.45758462
Profanity0.22693542
Threat0.019055385
Severe Toxicity0.07805709
Moderate 0.48141238 Low Con 0.179 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
India is the top country for fraud...that's not a surprise by any means
India is the top country for fraud...that's not a surprise by any means
Identity Attack0.5135796
Insult0.4339631
Profanity0.18663849
Threat0.015947454
Severe Toxicity0.043077253
Moderate 0.47622904 Low Con 0.225 Identity Attack
Sep 28, 2025 409 likes IRCC Names India in Study …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm Thats why theh both control the most of the place, Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦 Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Identity Attack0.54151535
Insult0.45758462
Profanity0.32658687
Threat0.16067244
Severe Toxicity0.35368225
Moderate 0.47119883 Constructive 0.51 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
No surprise India is the top country for frauds. And stop mass immigration from India. It's a disaster
Identity Attack0.5135796
Insult0.40243408
Profanity0.13608865
Threat0.019746035
Severe Toxicity0.024678862
Moderate 0.46982017 Low Con 0.175 Identity Attack Unverified_Claim
Sep 29, 2025 1 likes IRCC Names India in Study …
I wouldn't be surprised to find a hum*n tra**ick*ng ring in Brampton
I wouldn't be surprised to find a hum*n tra**ick*ng ring in Brampton
Identity Attack0.06704199
Insult0.3388922
Profanity0.5013569
Threat0.02682521
Severe Toxicity0.027833538
Moderate 0.45761138 Low Con 0.262
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
India, fraud, scams. Is anyone surprised? does this shock you at all?
India, fraud, scams. Is anyone surprised? does this shock you at all?
Identity Attack0.4508763
Insult0.42881694
Profanity0.1589207
Threat0.011379151
Severe Toxicity0.023076924
Moderate 0.45757914 Low Con 0.199
Sep 29, 2025 IRCC Names India in Study …
What a surprise. Expecting voluntary compliance from known criminals is not just naive, it is negligent and foolish. These federal authorities are the leaders of this nation so God give us strength. Provincial boundaries are …
What a surprise. Expecting voluntary compliance from known criminals is not just naive, it is negligent and foolish. These federal authorities are the leaders of this nation so God give us strength. Provincial boundaries are good for more than just managing trade.
Identity Attack0.015958117
Insult0.5130944
Profanity0.08904689
Threat0.007741391
Severe Toxicity0.009307861
Moderate 0.4575469 Moderate Con 0.445 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.