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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: "From Canada. This is the …" 6,088 comments · Page 9 of 244
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
Identity Attack0.28034934
Insult0.5130944
Profanity0.7092837
Threat0.02492592
Severe Toxicity0.33047765
Toxic 0.7701451 Low Con 0.215 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
i want to live in canada when im older but if its just becomes india 2.0 then fuck that
i want to live in canada when im older but if its just becomes india 2.0 then fuck that
Identity Attack0.3895355
Insult0.36798462
Profanity0.8089582
Threat0.017674083
Severe Toxicity0.18844056
Toxic 0.7701451 Low Con 0.255 Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
Identity Attack0.28034934
Insult0.7344449
Profanity0.2659699
Threat0.055270568
Severe Toxicity0.16960317
Toxic 0.7701451 Low Con 0.299 Insult Fear_Threat
Oct 3, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Identity Attack0.30256465
Insult0.7775208
Profanity0.2882351
Threat0.016465442
Severe Toxicity0.04666401
Toxic 0.7701451 Low Con 0.172 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Jesus man, even the indians think theyre are too many of their own people in canada, holy shit..
Jesus man, even the indians think theyre are too many of their own people in canada, holy shit..
Identity Attack0.5548181
Insult0.4962726
Profanity0.73341435
Threat0.010628296
Severe Toxicity0.20678867
Toxic 0.7701451 Low Con 0.268 Identity Attack Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Identity Attack0.42615733
Insult0.7775208
Profanity0.26631543
Threat0.008505191
Severe Toxicity0.032316983
Toxic 0.7701451 Moderate Con 0.357 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Identity Attack0.61901736
Insult0.66500133
Profanity0.57236236
Threat0.06238277
Severe Toxicity0.35368225
Toxic 0.7701451 Moderate Con 0.358 Identity Attack Insult Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. I for one I’m a medical doctor and all his descendants or ancestors could never have the brains to have as many degrees as Africans. So fck that btch of a man.
Identity Attack0.5051593
Insult0.6675394
Profanity0.759977
Threat0.046218675
Severe Toxicity0.35094213
Toxic 0.7675452 Constructive 0.559 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
Identity Attack0.6649212
Insult0.6308392
Profanity0.6750904
Threat0.026479885
Severe Toxicity0.35022295
Toxic 0.7675452 Moderate Con 0.387 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada suck even more now that Punjabi there
Canada suck even more now that Punjabi there
Identity Attack0.57150364
Insult0.5739874
Profanity0.55356324
Threat0.009696201
Severe Toxicity0.34189755
Toxic 0.7675452 Low Con 0.267 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They are the reason why Canada has the worst customer service!! Time to stop this shiit!
They are the reason why Canada has the worst customer service!! Time to stop this shiit!
Identity Attack0.22631748
Insult0.54471385
Profanity0.70384485
Threat0.012596053
Severe Toxicity0.16960317
Toxic 0.7675452 Low Con 0.281 Insult
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the issue. Now we've got hey dude video taping himself being smuggled into the US. And then moron Canadians go on and say well the tariffs are this the tariffs are that, the tariffs wouldn't have happened if our government had done its damned job. What's happening right now between Canada and the US has everything to do with our governments incompetency and moronism and absolutely nothing to do with the Americans trying to take over or do some other evil bulshit.... And all of it could have been avoided if our government had actually listened to the US and secured our f****** borders
Identity Attack0.5135796
Insult0.6370372
Profanity0.68353343
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.7675452 Moderate Con 0.371 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
this is what happens when u allow a million indians into canada, they wont learn the canadian culture or faith or laws and they will make their own country inside canada. canada is fucked
this is what happens when u allow a million indians into canada, they wont learn the canadian culture or faith or laws and they will make their own country inside canada. canada is fucked
Identity Attack0.6007182
Insult0.5362655
Profanity0.70864636
Threat0.013113883
Severe Toxicity0.3247677
Toxic 0.76523775 Low Con 0.151 Identity Attack Insult Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very …
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very vocal and very loud and get very pissed off when we see our beautiful country being treated like garbage by these disgusting and vulgar immigrants. You are FUCKING with the wrong country if you think you can come here and get away with this shit forever. Canada has been through so much bullshit in the last 50 yrs alone, that we will no longer be pushed into silence. We Love our Beautiful Country to fucking much to see this shit continue to go on. We are not a Country to mess with!
Identity Attack0.55044734
Insult0.65129566
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.4379392
Toxic 0.76523775 Constructive 0.543 Identity Attack Insult
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro fuck going to India to experience India, just go to Canada! You’ll get a clean India experience
Bro fuck going to India to experience India, just go to Canada! You’ll get a clean India experience
Identity Attack0.44690517
Insult0.37052566
Profanity0.7654259
Threat0.013424582
Severe Toxicity0.3492342
Toxic 0.76523775 Low Con 0.234 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Crazy how this country lets this shit happen....It's not Canada anymore it's CanIndia.....
Crazy how this country lets this shit happen....It's not Canada anymore it's CanIndia.....
Identity Attack0.381025
Insult0.5332045
Profanity0.70864636
Threat0.011275585
Severe Toxicity0.20678867
Toxic 0.76523775 Low Con 0.275 Insult
Sep 28, 2025 10 likes IRCC Names India in Study …
Canadians leaving Canada in record amounts. This country has become a worthless shithole.
Canadians leaving Canada in record amounts. This country has become a worthless shithole.
Identity Attack0.57150364
Insult0.67254376
Profanity0.58072567
Threat0.011223801
Severe Toxicity0.23225316
Toxic 0.76523775 Low Con 0.228 Identity Attack Insult
Aug 29, 2025 Why Canadians Are Turning Against …
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Identity Attack0.5135796
Insult0.7492263
Profanity0.2661081
Threat0.009903334
Severe Toxicity0.16960317
Toxic 0.76523775 Low Con 0.168 Identity Attack Insult Identity_Assertion
Jun 17, 2025 2 likes How Canada broke its immigration …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and don’t mess with our life here. remeber whites also came from abroad including you or your ancestors
Identity Attack0.55044734
Insult0.5678696
Profanity0.6001929
Threat0.05236103
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.437 Identity Attack Insult Moral_Argument
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
Canada is full of wetards ,that is why they are getting invaded by stinky Indians
Canada is full of wetards ,that is why they are getting invaded by stinky Indians
Identity Attack0.7207808
Insult0.67254376
Profanity0.39409557
Threat0.023544617
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.139 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
Identity Attack0.49032792
Insult0.7298119
Profanity0.33141375
Threat0.011638066
Severe Toxicity0.20984669
Toxic 0.76197964 Moderate Con 0.385 Insult Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
First-generation immigrant and been here for 32yrs. Loved Canada but now wait to get the hell out of here. Law and tax only apply to the middle and upper middle class. I refuse to pay …
First-generation immigrant and been here for 32yrs. Loved Canada but now wait to get the hell out of here. Law and tax only apply to the middle and upper middle class. I refuse to pay anymore tax to support these garbage😢. F-ck Liberal and their voters.
Identity Attack0.44690517
Insult0.67254376
Profanity0.6242122
Threat0.039947584
Severe Toxicity0.2322566
Toxic 0.76197964 Moderate Con 0.445 Insult
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Identity Attack0.57150364
Insult0.6675394
Profanity0.62717754
Threat0.0824309
Severe Toxicity0.34977677
Toxic 0.76197964 Low Con 0.166 Identity Attack Insult Fear_Threat
Jan 27, 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.