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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

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30,738 comments · Page 522 of 1230
I know where there is a bunch of illegals in PEI
I know where there is a bunch of illegals in PEI
Identity Attack0.27701542
Insult0.123407245
Profanity0.032894265
Threat0.008103873
Severe Toxicity0.0064468384
Low Tox 0.27236435 Moderate Con 0.346 Unverified_Claim
Nov 1, 2025 IRCC Names India in Study …
കുടിയേറ്റക്കാരിൽ സാമ്പത്തികമായി മെച്ചപെട്ട സാഹചര്യമുള്ളതും asset കൾ സ്വന്തമാക്കാൻ ശേഷിയുള്ളവരിൽ മുന്നിൽ നിൽക്കുന്നതും ഇന്ത്യൻസാണ്. അതിന്റെയൊക്കെ Itching ഉണ്ട് സായിപ്പിന്. Invasion ചെയ്ത രാജ്യങ്ങളുടെ ചോര കുടിച്ച് കൊഴുത്ത European Vampires. Bloody White man suprimecy 🤣🤣🤣
കുടിയേറ്റക്കാരിൽ സാമ്പത്തികമായി മെച്ചപെട്ട സാഹചര്യമുള്ളതും asset കൾ സ്വന്തമാക്കാൻ ശേഷിയുള്ളവരിൽ മുന്നിൽ നിൽക്കുന്നതും ഇന്ത്യൻസാണ്. അതിന്റെയൊക്കെ Itching ഉണ്ട് സായിപ്പിന്. Invasion ചെയ്ത രാജ്യങ്ങളുടെ ചോര കുടിച്ച് കൊഴുത്ത European Vampires. Bloody White man suprimecy 🤣🤣🤣
Identity Attack0.15731181
Insult0.24630153
Profanity0.21564959
Threat0.02803385
Severe Toxicity0.022839356
Low Tox 0.27236435 Moderate Con 0.305 Identity_Assertion
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
Bike guy 🖖
Bike guy 🖖
Identity Attack0.014450782
Insult0.2435641
Profanity0.2317999
Threat0.010110466
Severe Toxicity0.020515325
Low Tox 0.27236435 Moderate Con 0.306
Jan 27, 2026 Inside Canada's Indian Invasion...
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Identity Attack0.01274247
Insult0.023221988
Profanity0.05393682
Threat0.34804323
Severe Toxicity0.023076924
Low Tox 0.27236435 Low Con 0.199 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are advocating. One has to wonder about white european migrants who become outraged when non white customs and culture begin to be visible. Its like they are offended by the results of what they themselves created. I get it , the mind frame of now we have developed these countries and technology has improved, now let's dial this down. This is racism making a come back. And I think most of these places began in a purely racist fashion and will try to maintain themselves in a similar way. So long as there is predatory population around. These folks want to benefit of migrants and their labour but then get offended by their presence. I have heard of gulf Arab racism and maybe that's the track these countries are willing to adopt. Who knows but the future appears to be grim unless a way forward of co existing is carved out.
Identity Attack0.33352965
Insult0.083359696
Profanity0.05268429
Threat0.013528148
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.675 Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Identity Attack0.27914262
Insult0.15982662
Profanity0.023652986
Threat0.01254427
Severe Toxicity0.0061035156
Low Tox 0.27236435 Moderate Con 0.355 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Crazy bro, huge respect for going through with so much of the smuggling process to expose it. Absolute cinema
Crazy bro, huge respect for going through with so much of the smuggling process to expose it. Absolute cinema
Identity Attack0.0052166977
Insult0.20668297
Profanity0.09583591
Threat0.008129764
Severe Toxicity0.0049209595
Low Tox 0.27236435 Moderate Con 0.487 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Lmao this affects nobody , because nobody is going to America 😂 America is cancer , why would Canadians even want to waste time or money there?
Lmao this affects nobody , because nobody is going to America 😂 America is cancer , why would Canadians even want to waste time or money there?
Identity Attack0.111813255
Insult0.102958284
Profanity0.0003903476
Threat0.0015127294
Severe Toxicity0.000013157225
Low Tox 0.27063668 Humor_Satire
Dec 8, 2025 1 likes
Trump mad we didnt want to be the 51st state
Trump mad we didnt want to be the 51st state
Identity Attack0.00063132617
Insult0.26177922
Profanity0.00032497666
Threat0.00014766616
Severe Toxicity0.0000035599783
Low Tox 0.27056938
Dec 8, 2025 2 likes
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time …
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time since we have been voting, so please tell me if the liberal government is good then why is this country in such horrible shape
Identity Attack0.1232452
Insult0.22770336
Profanity0.023106437
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.27047762 Moderate Con 0.428
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You can't grow like this
You can't grow like this
Identity Attack0.011469335
Insult0.12883772
Profanity0.054938845
Threat0.010291707
Severe Toxicity0.007019043
Low Tox 0.27047762 Low Con 0.242 Economic_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Pakistani lol
Pakistani lol
Identity Attack0.28034934
Insult0.2679134
Profanity0.19032755
Threat0.033386398
Severe Toxicity0.023076924
Low Tox 0.27047762 Moderate Con 0.427
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands …
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands we have maybe 10$ to 20$ per day because again it's just taxed insurance 500$ per month and rent 1200$ for one room with strangers. 8$ bag of chips 20$+ subway for a fkn sandwich. 10$beer like it's gold. Oh yeah and yesterday I saw eska(water) at 7.50$ plus fee for plastic bottles. Another tax bottles, cans, bags, batteries all taxes like it wasn't enough tax out there. School tax med tax first home welcome tax 5k . There's no better money then fee and tax.credit tax take your money out tax
Identity Attack0.019374741
Insult0.15769513
Profanity0.28593817
Threat0.009696201
Severe Toxicity0.01322045
Low Tox 0.27047762 Constructive 0.691 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Im not indian but guys there is no real Canadians around even people call themselves Canadians they came from uerope
Im not indian but guys there is no real Canadians around even people call themselves Canadians they came from uerope
Identity Attack0.293411
Insult0.07967083
Profanity0.047674157
Threat0.0084793
Severe Toxicity0.009231567
Low Tox 0.27047762 Moderate Con 0.309 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Bro I just came back from Ontario 😭 yeah lots of Indians over there
Bro I just came back from Ontario 😭 yeah lots of Indians over there
Identity Attack0.36598656
Insult0.07523532
Profanity0.06195303
Threat0.009256045
Severe Toxicity0.010070801
Low Tox 0.27047762 Moderate Con 0.417 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
All Canadians are immigrants apart from the indigenous people
All Canadians are immigrants apart from the indigenous people
Identity Attack0.32476485
Insult0.08459369
Profanity0.025087673
Threat0.0065633263
Severe Toxicity0.0075149536
Low Tox 0.27047762 Low Con 0.234 Moral_Argument
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
How could they speak such terrible English? I heard they have language proficiency test for english& french in Canada before immigration?
How could they speak such terrible English? I heard they have language proficiency test for english& french in Canada before immigration?
Identity Attack0.1769227
Insult0.16751462
Profanity0.017436003
Threat0.006576272
Severe Toxicity0.004787445
Low Tox 0.27047762 Moderate Con 0.306 Question
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
JT single handedly destroyed Canada.
JT single handedly destroyed Canada.
Identity Attack0.06249457
Insult0.083112895
Profanity0.021330157
Threat0.13734594
Severe Toxicity0.009269714
Low Tox 0.27047762 Low Con 0.171 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Hundreds? There’s millions who need to be deported.
Hundreds? There’s millions who need to be deported.
Identity Attack0.17769934
Insult0.060927123
Profanity0.020920247
Threat0.12382901
Severe Toxicity0.008354187
Low Tox 0.27047762 Low Con 0.276 Fear_Threat
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
Driving was terrible thats why hes biking 😂
Driving was terrible thats why hes biking 😂
Identity Attack0.01087737
Insult0.09124154
Profanity0.0741757
Threat0.009385503
Severe Toxicity0.006866455
Low Tox 0.27047762 Low Con 0.287 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of …
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of natural resources that Canadians didn't think was worth fighting for or defending. 'Mark Carney and his vultures in the WEF/China have plans for Canada that doesn't include Canadians'. Just like Brazil, the Brazilians lost their resources to the WEF/China. Imagine Chinese miners, factories and towns full of Chinese workers...because that is where Canada is headed.
Identity Attack0.12440576
Insult0.23704576
Profanity0.021740068
Threat0.008427517
Severe Toxicity0.006828308
Low Tox 0.27047762 Moderate Con 0.342 Fear_Threat
Nov 22, 2025 1 likes Thousands of refugees allowed into …
Immigration lawyer looks very sad
Immigration lawyer looks very sad
Identity Attack0.116281845
Insult0.15698463
Profanity0.041912504
Threat0.007547205
Severe Toxicity0.0048065186
Low Tox 0.27047762 Moderate Con 0.409 Meta_Commentary
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
that guy on the bike needs to go back to school 😖
that guy on the bike needs to go back to school 😖
Identity Attack0.009249465
Insult0.19734058
Profanity0.031641733
Threat0.010343489
Severe Toxicity0.0059509277
Low Tox 0.27047762 Low Con 0.201 Meta_Commentary
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.