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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: Tox: 0.5 – 1 4,704 comments · Page 141 of 189
Why are we allowing them? They come to our country just to trash it like they do back in India? Shameful
Why are we allowing them? They come to our country just to trash it like they do back in India? Shameful
Identity Attack0.58354634
Insult0.48675314
Profanity0.20808282
Threat0.018192071
Severe Toxicity0.12809667
Moderate 0.5716857 Low Con 0.274 Identity Attack
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
😡 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 …
Indians ruined it !
Indians ruined it !
Identity Attack0.6007182
Insult0.36798462
Profanity0.24818924
Threat0.05171447
Severe Toxicity0.070156105
Moderate 0.5716857 Moderate Con 0.323 Identity Attack Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
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 …
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...
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)
Dirty Poopers and Turbinators !!!
Dirty Poopers and Turbinators !!!
Identity Attack0.0775651
Insult0.54471385
Profanity0.36225098
Threat0.012233571
Severe Toxicity0.13073033
Moderate 0.5716857 Low Con 0.117 Insult Fear_Threat
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business …
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business empire with lots of hard work not like you to ask free food and shelters.. so nvr blame any indian for ur stupid decisions... indians are hard workiing more than you they have capacity pay loans and everything... u guys dont have any things.. than y blaming indians or any other countries coz u didnt survive.. soo mind it.
Identity Attack0.46028158
Insult0.5678696
Profanity0.2687007
Threat0.025443908
Severe Toxicity0.031420294
Moderate 0.5716857 Moderate Con 0.474 Insult Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
They seem hard working and nice usually. They aren’t shitting in the streets n stuff. The only problem is their skin color (not for me though)
They seem hard working and nice usually. They aren’t shitting in the streets n stuff. The only problem is their skin color (not for me though)
Identity Attack0.46028158
Insult0.42167732
Profanity0.61633086
Threat0.010835429
Severe Toxicity0.12282934
Moderate 0.5716857 Moderate Con 0.436 Identity_Assertion
Jan 27, 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...
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce …
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce their shitty rules from back home.
Identity Attack0.45610145
Insult0.4986907
Profanity0.47435758
Threat0.008686432
Severe Toxicity0.02491361
Moderate 0.5716857 Moderate Con 0.311
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Our country is being completely invaded, overrun, and ruined. Liberals have been brainwashed into thinking defending your countries values and people is racist. So we are basically getting triple f****ed, once by Indians, once by …
Our country is being completely invaded, overrun, and ruined. Liberals have been brainwashed into thinking defending your countries values and people is racist. So we are basically getting triple f****ed, once by Indians, once by the government and then finally by our own people the liberals.
Identity Attack0.4907465
Insult0.48627716
Profanity0.49259362
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.342 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of them are garbage. There are good ones too who adopt to this country and follow things
Identity Attack0.14233272
Insult0.6306599
Profanity0.22592722
Threat0.008505191
Severe Toxicity0.022064678
Moderate 0.5716857 Moderate Con 0.321 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
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)
About. Damn. Time.
About. Damn. Time.
Identity Attack0.009915425
Insult0.19967617
Profanity0.70864636
Threat0.011612174
Severe Toxicity0.02458496
Moderate 0.5716857 Low Con 0.285
Dec 24, 2025 3 likes Deportations From Canada at Their …
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...
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 …
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
Identity Attack0.53446084
Insult0.5497792
Profanity0.2963245
Threat0.009696201
Severe Toxicity0.02420936
Moderate 0.5716857 Moderate Con 0.322 Identity Attack Insult Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
Identity Attack0.045901958
Insult0.40243408
Profanity0.6069483
Threat0.013579931
Severe Toxicity0.023458159
Moderate 0.5716857 Moderate Con 0.409
Oct 21, 2025 1 likes IRCC Names India in Study …
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
Identity Attack0.34649673
Insult0.45758462
Profanity0.541926
Threat0.008220384
Severe Toxicity0.024631912
Moderate 0.5716857 Constructive 0.537 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Ils sont tous entassés au Québec Ils prient dans les rues de Montréal. Ils ont tout les priorités. Mais toi qui est née ici tu passe en deuxième. Priorité a l intégrations pour qu ils …
Ils sont tous entassés au Québec Ils prient dans les rues de Montréal. Ils ont tout les priorités. Mais toi qui est née ici tu passe en deuxième. Priorité a l intégrations pour qu ils puissent être bien dans leurs peaux!!!!! Déportation Criss! On ouvre des piquerie pour qu’il puisse se piquer. Résultats plein de zombies qui se chie dans leur pantalon et qui jette leur caleçon plein de marde partout. Dans les bosquets , les parc public, dans les stationnements, dans les escaliers résidentiels Y a pas un endroit où te fait pas demander de l argent! Et avec agressivité. Déportation
Identity Attack0.44690517
Insult0.5739874
Profanity0.58072567
Threat0.07323132
Severe Toxicity0.45895407
Moderate 0.5716857 Moderate Con 0.339 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
On the one hand, you can't blame people for not wanting to be in India. But, more importantly, these are the people that made India the shithole it is lol I'm ready for Judgment Day.
On the one hand, you can't blame people for not wanting to be in India. But, more importantly, these are the people that made India the shithole it is lol I'm ready for Judgment Day.
Identity Attack0.48990932
Insult0.47020787
Profanity0.5249258
Threat0.035458352
Severe Toxicity0.16960317
Moderate 0.5716857 Moderate Con 0.389
Jan 27, 2026 1 likes 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.