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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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Active: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 30 of 244
Keep Canada Clean...deport Indians 👍
Keep Canada Clean...deport Indians 👍
Identity Attack0.6458014
Insult0.3486032
Profanity0.079025
Threat0.13363713
Severe Toxicity0.06488878
Moderate 0.56269526 Low Con 0.236 Identity Attack Call_To_Action
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Been to Canada hate it too dirty too many homeless addicted to drug all white people and first experience in Vancouver white man tired to seal my friends car 😅 called the police did nothing …
Been to Canada hate it too dirty too many homeless addicted to drug all white people and first experience in Vancouver white man tired to seal my friends car 😅 called the police did nothing never go again 😂
Identity Attack0.57150364
Insult0.48228607
Profanity0.1413768
Threat0.029933142
Severe Toxicity0.02425631
Moderate 0.55739564 Moderate Con 0.449 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
wow, some people are hyprocrites! aren't they europeans? why are they in canada? if they can be here then we can be here too.
wow, some people are hyprocrites! aren't they europeans? why are they in canada? if they can be here then we can be here too.
Identity Attack0.34649673
Insult0.6120431
Profanity0.08193458
Threat0.007741391
Severe Toxicity0.016964722
Moderate 0.55739564 Low Con 0.276 Insult
Jan 9, 2026 Inside Canada's Indian Metropolis (Brampton)
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Identity Attack0.5485698
Insult0.5678696
Profanity0.1719469
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.414 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Love how Canada quietly decided that a driver's license in India and Bangladesh were the equal to ours that requires zero testing. What a clown show of a country.
Identity Attack0.28034934
Insult0.6120431
Profanity0.078378424
Threat0.0074954215
Severe Toxicity0.014447021
Moderate 0.55739564 Low Con 0.195 Insult Policy_Critique
Jan 21, 2026 26 likes Why Canada’s immigration system has …
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Identity Attack0.6007182
Insult0.5130944
Profanity0.12374964
Threat0.050744623
Severe Toxicity0.08332442
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
canada is such a cuckhold country
canada is such a cuckhold country
Identity Attack0.49855098
Insult0.5130944
Profanity0.39409557
Threat0.009178371
Severe Toxicity0.056527592
Moderate 0.55739564 Low Con 0.218 Insult Identity_Assertion
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Identity Attack0.21470967
Insult0.6051471
Profanity0.32479182
Threat0.008634649
Severe Toxicity0.023505108
Moderate 0.5566829 Moderate Con 0.302 Insult Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Indian dirty people's in Canada so sad for Canada love from Pakistan 🇵🇰❤️
Indian dirty people's in Canada so sad for Canada love from Pakistan 🇵🇰❤️
Identity Attack0.57150364
Insult0.5678696
Profanity0.27274927
Threat0.038220957
Severe Toxicity0.23224801
Moderate 0.5566829 Moderate Con 0.384 Identity Attack Insult Identity_Assertion
Feb 10, 2026 2 likes Inside Canada's Indian Invasion...
Canada has become India, the place has become a 💩🕳️
Canada has become India, the place has become a 💩🕳️
Identity Attack0.55044734
Insult0.5130944
Profanity0.29209393
Threat0.011612174
Severe Toxicity0.16960317
Moderate 0.5566829 Low Con 0.176 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children …
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children were Slaughtered and burned on school grounds. The White people are living on Stolen Land that belong to The Native American Indigenous People.
Identity Attack0.60238177
Insult0.4378843
Profanity0.11539881
Threat0.11309616
Severe Toxicity0.09385906
Moderate 0.5566829 Moderate Con 0.429 Identity Attack Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Do not let them in Canada do you see how the treat their homeland ? It looks like an open land fill only with more trash. That's what Canada is going to look like!
Do not let them in Canada do you see how the treat their homeland ? It looks like an open land fill only with more trash. That's what Canada is going to look like!
Identity Attack0.43896464
Insult0.563347
Profanity0.096805766
Threat0.0083886795
Severe Toxicity0.023076924
Moderate 0.5566829 Moderate Con 0.354 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
GET THESE IMMIGRANTS OUT OF CANADA NOW, WE DON'T WANT YOU HERE!!!
GET THESE IMMIGRANTS OUT OF CANADA NOW, WE DON'T WANT YOU HERE!!!
Identity Attack0.57957685
Insult0.37052566
Profanity0.06495911
Threat0.051391184
Severe Toxicity0.05025077
Moderate 0.5566829 Low Con 0.228 Identity Attack Call_To_Action
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Lol schmuck bring in 10 million more im fine ill move out canada soon
Lol schmuck bring in 10 million more im fine ill move out canada soon
Identity Attack0.293411
Insult0.58196646
Profanity0.16403814
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.5566829 Low Con 0.177 Insult Humor_Satire
Jan 19, 2026 Why Canada’s immigration system has …
Canada died on 9/11 like all the western countries.....your all just parasites feeding on the corpse....China bought us in 2008 and they are just killing us off to get the last few coins they can …
Canada died on 9/11 like all the western countries.....your all just parasites feeding on the corpse....China bought us in 2008 and they are just killing us off to get the last few coins they can before the flush.....it is sad
Identity Attack0.39677486
Insult0.5678696
Profanity0.11477985
Threat0.13815513
Severe Toxicity0.023552058
Moderate 0.5559701 Low Con 0.229 Insult Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Born in Brampton, what a 💩 hole. Thank God I was moved to Alberta in the mid 90s. And can not wait to seperate from the socialist 💩 hole that is Canada.
Born in Brampton, what a 💩 hole. Thank God I was moved to Alberta in the mid 90s. And can not wait to seperate from the socialist 💩 hole that is Canada.
Identity Attack0.43256098
Insult0.5588244
Profanity0.32965264
Threat0.008893564
Severe Toxicity0.030523606
Moderate 0.5559701 Moderate Con 0.433 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport all indian jeets from canada
Deport all indian jeets from canada
Identity Attack0.6458014
Insult0.38406035
Profanity0.20016506
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5559701 Low Con 0.184 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Few Sikh guys are good but most of in canada is half brain..if you ll give them khalistan they will not know what to do with it..and yet they want khalistan...they have punjab go and …
Few Sikh guys are good but most of in canada is half brain..if you ll give them khalistan they will not know what to do with it..and yet they want khalistan...they have punjab go and see what they did with punjab..most of youths are drug addict there and rest of the addicts are living in canada where their government is openly supporting these crooks
Identity Attack0.50917345
Insult0.5739874
Profanity0.15195307
Threat0.016810767
Severe Toxicity0.02378681
Moderate 0.5559701 Moderate Con 0.314 Identity Attack Insult Identity_Assertion
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
They love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been …
They love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been in Canada for a long time think they are honorary Whites too. 😆
Identity Attack0.5135796
Insult0.5208188
Profanity0.18049006
Threat0.011068452
Severe Toxicity0.028730227
Moderate 0.5559701 Moderate Con 0.346 Identity Attack Insult Unverified_Claim
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Canada is choosing India over USA.. FKU TRUMP..
Canada is choosing India over USA.. FKU TRUMP..
Identity Attack0.29798782
Insult0.48675314
Profanity0.48510036
Threat0.025961896
Severe Toxicity0.1465323
Moderate 0.5559701 Low Con 0.136 Comparative_Framing
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
Disgusting, changed Canadian cities to Indian cities along with the culture, scams, mess, etc & our government doesn't see this bc its all done on purpose to punish the "white ppl mentality" all woke idealogy. …
Disgusting, changed Canadian cities to Indian cities along with the culture, scams, mess, etc & our government doesn't see this bc its all done on purpose to punish the "white ppl mentality" all woke idealogy. Canada, yeah ... all BS
Identity Attack0.5135796
Insult0.5270482
Profanity0.17566866
Threat0.012596053
Severe Toxicity0.023692908
Moderate 0.5559701 Moderate Con 0.31 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
Identity Attack0.5913144
Insult0.4718924
Profanity0.21997347
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.184 Identity Attack Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery …
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery driver, security guard, fast food place.....all been replaced with foreign workers. I can barely understand half of them, and constantly have to ask them to repeat themselves.
Identity Attack0.11047905
Insult0.6120431
Profanity0.17613389
Threat0.010110466
Severe Toxicity0.017093835
Moderate 0.5532103 Moderate Con 0.473 Insult
Sep 18, 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.