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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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Active: "is canada is against their …" 6,088 comments · Page 35 of 244
Save Canada, ban Islam.
Save Canada, ban Islam.
Identity Attack0.6220118
Insult0.25205973
Profanity0.0741757
Threat0.025789235
Severe Toxicity0.023645958
Moderate 0.51980776 Low Con 0.196 Identity Attack Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Disgusting , this new india. Soon canada will became 3rd world, there's no reason to move here.
Disgusting , this new india. Soon canada will became 3rd world, there's no reason to move here.
Identity Attack0.46028158
Insult0.5130944
Profanity0.08807703
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.256 Insult
Sep 29, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Identity Attack0.4887047
Insult0.5101222
Profanity0.11601777
Threat0.030623792
Severe Toxicity0.02402156
Moderate 0.51980776 Moderate Con 0.306 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
Identity Attack0.6007182
Insult0.35161978
Profanity0.10425757
Threat0.13211988
Severe Toxicity0.02439716
Moderate 0.51980776 Low Con 0.189 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Illegal Junk is destroying Canada
Illegal Junk is destroying Canada
Identity Attack0.45610145
Insult0.5130944
Profanity0.22562476
Threat0.027170537
Severe Toxicity0.02378681
Moderate 0.51980776 Low Con 0.221 Insult
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
This is bad for canada. Need to get rid off them. If they want to be indian life they must go back to India 😂
This is bad for canada. Need to get rid off them. If they want to be indian life they must go back to India 😂
Identity Attack0.58743036
Insult0.36021477
Profanity0.15371579
Threat0.34804323
Severe Toxicity0.101760045
Moderate 0.51980776 Low Con 0.217 Identity Attack
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
instead of blaming INDIA, BLAME UR GOVT. THAT OPENED THE DOOR FOR ALL. and unlike US, Canada is importing the criminal type of Indians that hate india
instead of blaming INDIA, BLAME UR GOVT. THAT OPENED THE DOOR FOR ALL. and unlike US, Canada is importing the criminal type of Indians that hate india
Identity Attack0.5689151
Insult0.4534306
Profanity0.08452088
Threat0.020091362
Severe Toxicity0.023364257
Moderate 0.51980776 Low Con 0.223 Identity Attack Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
get them the hell out of here, do we need to do this ourselves? I swear I will give my life for canada
get them the hell out of here, do we need to do this ourselves? I swear I will give my life for canada
Identity Attack0.24970764
Insult0.36798462
Profanity0.43900812
Threat0.13431145
Severe Toxicity0.043077253
Moderate 0.51980776 Moderate Con 0.344
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Lucky they aren't muslims. But in Canada it is highly probable moslems will soon have their own califate because the coward libral wokes and dippers are letting it happen due to fear. Just like UK …
Lucky they aren't muslims. But in Canada it is highly probable moslems will soon have their own califate because the coward libral wokes and dippers are letting it happen due to fear. Just like UK Starmer.
Identity Attack0.55044734
Insult0.5130944
Profanity0.13344458
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.202 Identity Attack Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a …
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a right to be here. They cry racists if we criticises anythibg. I don't care anymore. It's in every city
Identity Attack0.58354634
Insult0.40243408
Profanity0.10301965
Threat0.030969119
Severe Toxicity0.02453801
Moderate 0.51980776 Moderate Con 0.47 Identity Attack
Sep 20, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Why are international students being told they might be able to stay?!?????!? You're a scumbag Mr. Immigration lawyer! After they graduate and leave, they can apply like everyone else and get in line. Their time …
Why are international students being told they might be able to stay?!?????!? You're a scumbag Mr. Immigration lawyer! After they graduate and leave, they can apply like everyone else and get in line. Their time as a student should not count for anything. Why are we fasttracking bringing grandparents of new Canadians or PR's? They don't pay taxes and put extra burden on healthcare and CPP. PR's should not be able to bring other extended family members at all. Canada's immigration system hit the breaking point 10 years ago when that failed part-time high school drama teacher took the wrecking ball to it.
Identity Attack0.20483385
Insult0.5678696
Profanity0.2395431
Threat0.009903334
Severe Toxicity0.023076924
Moderate 0.51869136 Moderate Con 0.451 Insult Policy_Critique
Jan 19, 2026 32 likes Why Canada’s immigration system has …
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new …
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new immigrants are trying to change the country to suit themselves. 🇯🇲🇨🇦
Identity Attack0.34649673
Insult0.46923602
Profanity0.4862434
Threat0.010188141
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.583
Aug 25, 2025 40 likes Why Canadians Are Turning Against …
Yes. Fund the CBSA. I’d rather it go to border security than to free housing and benefits to foreigners. Deport the misery. Canada isn’t the garbage bin of the third world.
Yes. Fund the CBSA. I’d rather it go to border security than to free housing and benefits to foreigners. Deport the misery. Canada isn’t the garbage bin of the third world.
Identity Attack0.41222036
Insult0.5393265
Profanity0.13432594
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.51869136 Moderate Con 0.46 Insult
Dec 23, 2025 13 likes Deportations From Canada at Their …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada not India .
Identity Attack0.57957685
Insult0.32211447
Profanity0.22105443
Threat0.5251682
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.494 Identity Attack Threat Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Fake refugees with golden health cards ,GOLDEN dental that will never work in Canada or pay income taxes. They are getting veneers for their teeth etc. thousands of cosmetic dental work that taxpayers do not …
Fake refugees with golden health cards ,GOLDEN dental that will never work in Canada or pay income taxes. They are getting veneers for their teeth etc. thousands of cosmetic dental work that taxpayers do not get with dental plans that they pay thousands for. Designers glasses etc. CORRUPT.
Identity Attack0.38445538
Insult0.54471385
Profanity0.044167064
Threat0.008738215
Severe Toxicity0.019740647
Moderate 0.51869136 Low Con 0.283 Insult
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Identity Attack0.57150364
Insult0.35849577
Profanity0.089693464
Threat0.012854968
Severe Toxicity0.024631912
Moderate 0.51869136 Low Con 0.266 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Please keep your racist, classist, simplistic, propaganda in the US. You should be ashamed of this channel and the hate you spread. We don't want your authoritarian xenophobia spreading up into Canada!
Please keep your racist, classist, simplistic, propaganda in the US. You should be ashamed of this channel and the hate you spread. We don't want your authoritarian xenophobia spreading up into Canada!
Identity Attack0.36942887
Insult0.5130944
Profanity0.048425674
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.51869136 Moderate Con 0.303 Insult Moral_Argument
Feb 27, 2026 6 likes Inside Canada's Indian Invasion...
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not …
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not work. What a braindead talk. White people are the minority? There are 1000 cities with vast majority of white people...one area it is not the case and they say "Oh no, canada is not white anymore". Always the same strategies LOL...Sidenote: Canada was originally exactly NOT white as european immigrants stole it. Period. Canada was built by immigrants and with colonial money from india.
Identity Attack0.55044734
Insult0.4986907
Profanity0.11725569
Threat0.011120236
Severe Toxicity0.023880709
Moderate 0.51869136 Moderate Con 0.389 Identity Attack Identity_Assertion
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Identity Attack0.6007182
Insult0.36798462
Profanity0.07223598
Threat0.13532294
Severe Toxicity0.034110364
Moderate 0.51869136 Low Con 0.201 Identity Attack Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really …
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really friendly though and being friendly is a hallmark of being Canadian. Maybe slow it down slightly though we need to build housing and infrastructure to support the growing population and if we grow to fast we are gonna end up in shit.
Identity Attack0.06158508
Insult0.37619758
Profanity0.5711371
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.667 Fear_Threat
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay …
Canadian politicians opened these private university. They opened offices in India marketing to youth that take admission in college and get work permit afterwards. Some stupid forced their parents to sell family land to pay for canadian degree and now canada deny work permit. Also prosecute those politicians and university owners who did this legalized human trafficking.
Identity Attack0.109318495
Insult0.5739874
Profanity0.1654338
Threat0.018710058
Severe Toxicity0.017868511
Moderate 0.5140397 Moderate Con 0.361 Insult Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, …
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, its simply vetting and screening the applicants and tracking them. Its that simple. Mismanagement costs canadians, and these people are all paid 100k+ to Mismanage? So theyre not doing jack shit lol why am I paying taxes? Give me the money so I can go buy a house
Identity Attack0.2028587
Insult0.4339631
Profanity0.4798129
Threat0.010990778
Severe Toxicity0.02430326
Moderate 0.5140397 Moderate Con 0.497
Oct 1, 2025 1 likes IRCC Names India in Study …
Khalistan is crazy, they colonized Canada. So sad.
Khalistan is crazy, they colonized Canada. So sad.
Identity Attack0.5051593
Insult0.5130944
Profanity0.12551236
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.5140397 Low Con 0.244 Identity Attack Insult Fear_Threat
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Yeh thanks Canada for flooding us with trash
Yeh thanks Canada for flooding us with trash
Identity Attack0.44690517
Insult0.5130944
Profanity0.12374964
Threat0.0084793
Severe Toxicity0.022064678
Moderate 0.5140397 Low Con 0.269 Insult Identity_Assertion
Oct 15, 2025 IRCC Names India in Study …
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
Identity Attack0.5135796
Insult0.4986907
Profanity0.20375896
Threat0.03235042
Severe Toxicity0.02416241
Moderate 0.5140397 Low Con 0.231 Identity Attack
Oct 7, 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.