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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 140 of 1230
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S are here and I blame the GOV for not doing their due diligence and especially when I wrote multiple emails to the immigrations FRAUDULENT department more then once and when these ppl moved here it was like slap in the face.. THANK YOU CANADA
Identity Attack0.35299334
Insult0.5130944
Profanity0.43744424
Threat0.27637172
Severe Toxicity0.16960317
Moderate 0.5721988 Constructive 0.55 Insult Personal_Narrative
Sep 6, 2025 3 likes Why Canadians Are Turning Against …
Ok she talks about Vietnamese boat people on the 60s ... did they receive 50k too? Ridiculous
Ok she talks about Vietnamese boat people on the 60s ... did they receive 50k too? Ridiculous
Identity Attack0.09162762
Insult0.62169385
Profanity0.16822512
Threat0.008841781
Severe Toxicity0.013995127
Moderate 0.5721988 Moderate Con 0.344 Insult
Apr 29, 2018 6 likes How much do refugees and …
It's about damn time Bramladesh gets exposed!
It's about damn time Bramladesh gets exposed!
Identity Attack0.12556632
Insult0.3393024
Profanity0.57488567
Threat0.046541955
Severe Toxicity0.02604016
Moderate 0.5721988 Low Con 0.267 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hate this country so much
I hate this country so much
Identity Attack0.50515604
Insult0.26957804
Profanity0.29053202
Threat0.029069828
Severe Toxicity0.024631912
Moderate 0.5721988 Moderate Con 0.387 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
Indians get out!
Indians get out!
Identity Attack0.6106996
Insult0.37166002
Profanity0.25001678
Threat0.122295745
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.303 Identity Attack Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
i live in Mississauga near Brampton and there are parks here where they tell you not to shit in the parks we never had that before
i live in Mississauga near Brampton and there are parks here where they tell you not to shit in the parks we never had that before
Identity Attack0.053854458
Insult0.29855028
Profanity0.67055607
Threat0.009851551
Severe Toxicity0.02406851
Moderate 0.5721988 Moderate Con 0.48 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂 Hindu indians must be banned from entering Canda
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂 Hindu indians must be banned from entering Canda
Identity Attack0.6007182
Insult0.39297962
Profanity0.20483992
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.173 Identity Attack
Oct 1, 2025 2 likes IRCC Names India in Study …
Race baiting trash I guess you are trying to get on Fox News
Race baiting trash I guess you are trying to get on Fox News
Identity Attack0.3817989
Insult0.54471385
Profanity0.30866358
Threat0.025271246
Severe Toxicity0.053837523
Moderate 0.5721988 Low Con 0.172 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
Identity Attack0.22063516
Insult0.6120431
Profanity0.35094926
Threat0.011353259
Severe Toxicity0.02411546
Moderate 0.5721988 Moderate Con 0.462 Insult Personal_Narrative
Aug 27, 2025 9 likes Why Canadians Are Turning Against …
Immigration levels should be zero until we deport all the illegals in the country and so-called a silent claimers and students who is visas have expired and then we should go back to bringing an …
Immigration levels should be zero until we deport all the illegals in the country and so-called a silent claimers and students who is visas have expired and then we should go back to bringing an immigrants according to their value to our society not the scum of the earth that we're taking in now
Identity Attack0.46028158
Insult0.5739874
Profanity0.2801717
Threat0.037530303
Severe Toxicity0.02430326
Moderate 0.5716857 Moderate Con 0.328 Insult Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
less indians in canada is a good thing
less indians in canada is a good thing
Identity Attack0.6649212
Insult0.344702
Profanity0.18663849
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.212 Identity Attack Identity_Assertion
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
Identity Attack0.46028158
Insult0.48675314
Profanity0.36230123
Threat0.039256934
Severe Toxicity0.1465323
Moderate 0.5716857 Moderate Con 0.351 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I've been against Muslim immigrants for 30 years. I read the sick Quron early.
I've been against Muslim immigrants for 30 years. I read the sick Quron early.
Identity Attack0.6220118
Insult0.47384647
Profanity0.17241211
Threat0.013579931
Severe Toxicity0.03680043
Moderate 0.5716857 Moderate Con 0.438 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Disgusting shell of a country!
Disgusting shell of a country!
Identity Attack0.37082586
Insult0.5678696
Profanity0.22592722
Threat0.009411395
Severe Toxicity0.023599008
Moderate 0.5716857 Low Con 0.188 Insult
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
Identity Attack0.5039629
Insult0.47273466
Profanity0.4840093
Threat0.049128212
Severe Toxicity0.12019568
Moderate 0.5716857 Low Con 0.185 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
Our country is really starting to suck with our migrant issues
Our country is really starting to suck with our migrant issues
Identity Attack0.36702603
Insult0.4125297
Profanity0.44890457
Threat0.009230154
Severe Toxicity0.02416241
Moderate 0.5716857 Low Con 0.293 Fear_Threat
Feb 28, 2026 Inside Canada's Indian Invasion...
Canada government is so sicking we hate the government
Canada government is so sicking we hate the government
Identity Attack0.4054415
Insult0.563347
Profanity0.1765991
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.5716857 Low Con 0.258 Insult Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
I welcome immigrants as long as they keep their garbage in the old country. That's why your here.
Identity Attack0.5135796
Insult0.54471385
Profanity0.2356715
Threat0.009463178
Severe Toxicity0.023599008
Moderate 0.5716857 Moderate Con 0.388 Identity Attack Insult
Aug 29, 2025 Why Canadians Are Turning Against …
India is the dirtiest country in the world. A lot of people don't take daily baths
India is the dirtiest country in the world. A lot of people don't take daily baths
Identity Attack0.57150364
Insult0.47384647
Profanity0.3051381
Threat0.012647836
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.306 Identity Attack Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
diablo is a Lebanese skank and should be investigated and deported back to the assylum in lebanon
Identity Attack0.5108175
Insult0.5130944
Profanity0.38845423
Threat0.24484909
Severe Toxicity0.20067264
Moderate 0.5716857 Low Con 0.113 Identity Attack Insult Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
😡 So disgusting! 🤢🤮😡 Civil war is the only way out of this insane mess thekberals have put us in.
😡 So disgusting! 🤢🤮😡 Civil war is the only way out of this insane mess thekberals have put us in.
Identity Attack0.10221587
Insult0.5130944
Profanity0.2395431
Threat0.44185185
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.215 Insult
Nov 21, 2025 1 likes Thousands of refugees allowed into …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are awful drivers.
Identity Attack0.5135796
Insult0.5130944
Profanity0.28593817
Threat0.13582869
Severe Toxicity0.05025077
Moderate 0.5716857 Moderate Con 0.337 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Dirty people
Dirty people
Identity Attack0.28034934
Insult0.5678696
Profanity0.3320008
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.5716857 Moderate Con 0.377 Insult Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
Identity Attack0.55044734
Insult0.3388922
Profanity0.33954415
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.163 Identity Attack Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is …
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is so reductive and incredibly ignorant. This is a complex issue - most communities are suffering from a lack of infrastructure and planning with the sudden mass immigration that's happened. Let me also remind you - Canada is a MULTICULTURAL country, with most of it being TREATY LAND. Which means that at one point, us or our ancestors were the assholes who came here and didn't assimilate. If you're not ready to have some grace and embrace people individually, feel free to move down to that melting pot you're so fond of.
Identity Attack0.26833034
Insult0.56997263
Profanity0.41375932
Threat0.011146127
Severe Toxicity0.09912638
Moderate 0.5716857 Constructive 0.702 Insult Policy_Critique
Jan 29, 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.