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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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30,738 comments · Page 477 of 1230
Deport them , heavy fine to the institution. I cannot believe the government spend taxpayers money so unaccountable . Shame on Institutions exploit students with lies and deceptions Conestoga College and many others
Deport them , heavy fine to the institution. I cannot believe the government spend taxpayers money so unaccountable . Shame on Institutions exploit students with lies and deceptions Conestoga College and many others
Identity Attack0.029402243
Insult0.24928534
Profanity0.02030538
Threat0.044602267
Severe Toxicity0.0060653687
Moderate 0.30136615 Moderate Con 0.36
Sep 28, 2025 IRCC Names India in Study …
Its like if some Indian, Somalian etc came into your house started redecorating it in line with their culture and tried to tell you how you need to manage your own house. And if you …
Its like if some Indian, Somalian etc came into your house started redecorating it in line with their culture and tried to tell you how you need to manage your own house. And if you try to kick them out they call you racist. Why is it okay for any other country to want to preserve their culture. But if its any first world country then they act like you need to accommodate them.
Identity Attack0.36702603
Insult0.1342682
Profanity0.050429728
Threat0.04201601
Severe Toxicity0.014253352
Moderate 0.30136615 Constructive 0.52 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
First time experiencing Indo-Aryan mass migration? It’s just a bit brown. That’s all. The pale ones, the brown ones all are built to migrate and replace.
First time experiencing Indo-Aryan mass migration? It’s just a bit brown. That’s all. The pale ones, the brown ones all are built to migrate and replace.
Identity Attack0.37292135
Insult0.0820023
Profanity0.060951006
Threat0.013528148
Severe Toxicity0.012435913
Moderate 0.30136615 Low Con 0.27
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much an international student ends up paying just to come here... India has what? like a hundrem million dollar millionaires? How many live as basically what might as well be called slavery? Consider that some of these slave owners prefer living in Canada...
Identity Attack0.24074486
Insult0.23704576
Profanity0.02474608
Threat0.008815889
Severe Toxicity0.00831604
Moderate 0.30136615 Moderate Con 0.451
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
4:20 I’ve never seen any Indian person smoking inside a bus shelter. I think this guy has an integration issue in Canada.
4:20 I’ve never seen any Indian person smoking inside a bus shelter. I think this guy has an integration issue in Canada.
Identity Attack0.34000012
Insult0.14331897
Profanity0.024882717
Threat0.0086087575
Severe Toxicity0.0076675415
Low Tox 0.29953843 Moderate Con 0.421 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indiana just find ways to make their image even worse.
Indiana just find ways to make their image even worse.
Identity Attack0.2808415
Insult0.1640896
Profanity0.062454045
Threat0.009566744
Severe Toxicity0.006942749
Low Tox 0.29953843 Low Con 0.132 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Please return to Rome,Italy With 2-3 bodyguards
Please return to Rome,Italy With 2-3 bodyguards
Identity Attack0.13163337
Insult0.10440776
Profanity0.041912504
Threat0.07476458
Severe Toxicity0.016125489
Low Tox 0.29953843 Moderate Con 0.326 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Gay
I’m from Gay
Identity Attack0.36273825
Insult0.1087965
Profanity0.20916378
Threat0.011249693
Severe Toxicity0.015609037
Low Tox 0.29953843 Moderate Con 0.442 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Identity Attack0.2854555
Insult0.16780703
Profanity0.029050145
Threat0.0069646453
Severe Toxicity0.006828308
Low Tox 0.29953843 Moderate Con 0.415 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
4:57 brother is FATIGUEDDDDD
4:57 brother is FATIGUEDDDDD
Identity Attack0.015857628
Insult0.08508729
Profanity0.12727508
Threat0.012026439
Severe Toxicity0.015415368
Low Tox 0.29953843 Low Con 0.273 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That boy said too much Indian lmao
That boy said too much Indian lmao
Identity Attack0.2831485
Insult0.08831572
Profanity0.15283443
Threat0.010783645
Severe Toxicity0.01754573
Low Tox 0.29953843 Low Con 0.284 Humor_Satire
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Identity Attack0.35624164
Insult0.08582769
Profanity0.050429728
Threat0.009178371
Severe Toxicity0.012435913
Low Tox 0.29953843 Moderate Con 0.368 Identity_Assertion
Jul 17, 2025 1 likes How Canada broke its immigration …
It perspective, Because of India’s sheer scale, even a fringe minority of 10% of bad Indians lets just say, represents a population equivalent to an entire mid-sized nation.
It perspective, Because of India’s sheer scale, even a fringe minority of 10% of bad Indians lets just say, represents a population equivalent to an entire mid-sized nation.
Identity Attack0.36702603
Insult0.20668297
Profanity0.08807703
Threat0.012440704
Severe Toxicity0.013672344
Low Tox 0.29953843 Low Con 0.211 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
Identity Attack0.27875587
Insult0.08508729
Profanity0.07191269
Threat0.09776353
Severe Toxicity0.014640691
Low Tox 0.29953843 Low Con 0.223 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
Identity Attack0.3758158
Insult0.09563028
Profanity0.048175167
Threat0.024235269
Severe Toxicity0.014188796
Low Tox 0.29953843 Moderate Con 0.372 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
For the most part, besides the smell, they tend to be one of the better immigrant classes :D
For the most part, besides the smell, they tend to be one of the better immigrant classes :D
Identity Attack0.2869935
Insult0.16751462
Profanity0.0816113
Threat0.0069516995
Severe Toxicity0.011291504
Low Tox 0.29953843 Moderate Con 0.383 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are least of their problems..
Indians are least of their problems..
Identity Attack0.36702603
Insult0.11797678
Profanity0.06946823
Threat0.008362788
Severe Toxicity0.01159668
Low Tox 0.29953843 Low Con 0.195 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Nice Government... Shame
Nice Government... Shame
Identity Attack0.019475231
Insult0.26957804
Profanity0.036401358
Threat0.0077672824
Severe Toxicity0.0049972534
Low Tox 0.29953843 Moderate Con 0.346 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Why are they all WOMEN?!?!?!
Why are they all WOMEN?!?!?!
Identity Attack0.36598656
Insult0.0808917
Profanity0.047674157
Threat0.007857903
Severe Toxicity0.0126394415
Low Tox 0.29953843 Moderate Con 0.311
Oct 2, 2025 IRCC Names India in Study …
Ban India for 10 years for biggest fraud in Canada IRCC.
Ban India for 10 years for biggest fraud in Canada IRCC.
Identity Attack0.28034934
Insult0.1935001
Profanity0.019553876
Threat0.009074804
Severe Toxicity0.007209778
Low Tox 0.29953843 Low Con 0.225
Oct 1, 2025 71 likes IRCC Names India in Study …
CBC lies. Can't believe this liberal supported media.
CBC lies. Can't believe this liberal supported media.
Identity Attack0.04564415
Insult0.26957804
Profanity0.025497584
Threat0.00704232
Severe Toxicity0.0042533875
Low Tox 0.29953843 Low Con 0.223 Meta_Commentary
Jul 20, 2025 How much do refugees and …
ship them home, they have NO CANADIAN VALUES or care to understand it, OH, Obey Our LAWS or go home.......
ship them home, they have NO CANADIAN VALUES or care to understand it, OH, Obey Our LAWS or go home.......
Identity Attack0.2127345
Insult0.1640896
Profanity0.019280603
Threat0.025271246
Severe Toxicity0.012054443
Low Tox 0.29953843 Low Con 0.14
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
Identity Attack0.019877186
Insult0.15769513
Profanity0.098377466
Threat0.011741633
Severe Toxicity0.008354187
Low Tox 0.29953843 Moderate Con 0.435 Humor_Satire
Sep 19, 2025 406 likes Inside Canada's Indian Metropolis (Brampton)
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, …
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, you LEFT your country for a reason. So why would you come here to trash this country and make it in the imagine of what you fled from??? It's pretty bad when immigrants themselves that have come here, integrated and follow the rules calling out our governments failure on immigration policy. Wake up Canada.
Identity Attack0.2846865
Insult0.20434737
Profanity0.04592061
Threat0.009877442
Severe Toxicity0.011291504
Low Tox 0.29953843 Constructive 0.678
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 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.