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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 35 of 244
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 …
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 …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Identity Attack0.5135796
Insult0.47020787
Profanity0.39670458
Threat0.013010317
Severe Toxicity0.13336399
Moderate 0.51980776 Low Con 0.289 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Identity Attack0.29188538
Insult0.4339631
Profanity0.42185885
Threat0.027515862
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.264
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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)
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own …
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own Government allowing them in. You don't want Indians, go change your freaking Government instead of recording videos of immigrants living in an immigrant enclave like every other immigrant community does. At the end of the day, you get the Government you deserve.
Identity Attack0.5502601
Insult0.4794537
Profanity0.39207047
Threat0.018364733
Severe Toxicity0.06488878
Moderate 0.51980776 Moderate Con 0.347 Identity Attack
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
Identity Attack0.4887047
Insult0.5130944
Profanity0.108590275
Threat0.057856824
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.163 Insult Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
These indian hindu ghtettos no go zone is a threat yo canada
These indian hindu ghtettos no go zone is a threat yo canada
Identity Attack0.57554024
Insult0.48399165
Profanity0.20375896
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.163 Identity Attack Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Identity Attack0.5135796
Insult0.5101222
Profanity0.20016506
Threat0.02855184
Severe Toxicity0.035007052
Moderate 0.51980776 Moderate Con 0.415 Identity Attack Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Identity Attack0.48990932
Insult0.4534306
Profanity0.26586622
Threat0.52092457
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.182 Threat Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
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...
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...
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 …
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 …
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 …
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)
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 …
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 …
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)
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing …
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing in criminals and not adequately checking those who arrive - you've got a clear indication that the entire system is complete garbage.
Identity Attack0.21075934
Insult0.5678696
Profanity0.17055123
Threat0.0072235605
Severe Toxicity0.014382465
Moderate 0.5140397 Moderate Con 0.483 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
We are going to start sending the blacks from America to Canada!! Haha
We are going to start sending the blacks from America to Canada!! Haha
Identity Attack0.5983441
Insult0.34101152
Profanity0.19770569
Threat0.08089764
Severe Toxicity0.037697118
Moderate 0.5140397 Low Con 0.201 Identity Attack
Sep 15, 2025 Why Canadians Are Turning Against …
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)
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Identity Attack0.4774257
Insult0.53014356
Profanity0.07999486
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.608 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
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 …

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.