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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: "I like some of the …" 2,805 comments · Page 37 of 113
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why …
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why the world isn’t healing.
Identity Attack0.0071405866
Insult0.43158367
Profanity0.032894265
Threat0.007301235
Severe Toxicity0.0065994263
Moderate 0.39669925 Moderate Con 0.341 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are …
Hard truth. White people became spoiled with their lives. So many would rather live and burn through their desires in their youth than bother with getting married and having children. The drugged and homeless are generally not immigrants but white Canadians, why? Brown families revere family, communal bonds, and dedication/loyal to kin. Will work hard, will be resourceful and they will network very efficiently amongst themselves, whereas Tim, Doug, and Mike from Canada want to drink, frolic, live out their s3xual desires and the few children born to such people end up like these or worse. Short answer, Canada needs taxpayers, Canadians need to have large families again and start having children, which also means taking marriage seriously again and perhaps becoming more religious. The decay of the western man is primarily due to the vices of feminism and liberalism which are horrible and dangerous ideologies, coupled with corrupt politicians and economic turmoil and atheistic mindset. The governments need workers, taxpayers etc and white Canadains are drowing in privledge
Identity Attack0.46028158
Insult0.29383746
Profanity0.10116278
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.495 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are like package, once you receive one, you unpack ten.
Indians are like package, once you receive one, you unpack ten.
Identity Attack0.4482637
Insult0.3126888
Profanity0.1589207
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.307 Humor_Satire
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do whites act like they own the land wherever they colonise? Indians can leave canada when the European settlers leave Canada
Why do whites act like they own the land wherever they colonise? Indians can leave canada when the European settlers leave Canada
Identity Attack0.46050715
Insult0.17858955
Profanity0.08678388
Threat0.010731863
Severe Toxicity0.018707745
Moderate 0.39669925 Low Con 0.252
Oct 5, 2025 IRCC Names India in Study …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Identity Attack0.36702603
Insult0.40243408
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.01302678
Moderate 0.39644176 Constructive 0.695 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
And if you go to ask them, they all will not like you be called “Indians”. They’re Khalist*nis. One who betrayed their own country and messing up the other. As an Indian, we’re happy that …
And if you go to ask them, they all will not like you be called “Indians”. They’re Khalist*nis. One who betrayed their own country and messing up the other. As an Indian, we’re happy that the load has shifted. Because they don’t have basic civil sense.
Identity Attack0.46028158
Insult0.34782293
Profanity0.11601777
Threat0.016465442
Severe Toxicity0.023076924
Moderate 0.39644176 Moderate Con 0.4 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Asa a Canadian I would like to haunt all immigration
Asa a Canadian I would like to haunt all immigration
Identity Attack0.4139151
Insult0.09124154
Profanity0.08613731
Threat0.4339666
Severe Toxicity0.023076924
Moderate 0.39441586 Moderate Con 0.465 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
indians in Canada are like Bangladeshi in india
indians in Canada are like Bangladeshi in india
Identity Attack0.47178617
Insult0.3388922
Profanity0.11601777
Threat0.009281937
Severe Toxicity0.023293832
Moderate 0.39441586 Low Con 0.207 Comparative_Framing
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Identity Attack0.27991617
Insult0.40189892
Profanity0.124631
Threat0.006809296
Severe Toxicity0.01483436
Moderate 0.39231625 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
At least Indian immigrants don’t hate other religions like ☪️ancer
At least Indian immigrants don’t hate other religions like ☪️ancer
Identity Attack0.43896464
Insult0.24561718
Profanity0.19524631
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.256
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I like Michelle's way of asking questions. No non sense. It sucks when people dont have the courage to ask real direct questions. Well done Michelle!
I like Michelle's way of asking questions. No non sense. It sucks when people dont have the courage to ask real direct questions. Well done Michelle!
Identity Attack0.0055866763
Insult0.36798462
Profanity0.34536663
Threat0.0069516995
Severe Toxicity0.010757446
Moderate 0.39231625 Constructive 0.675
Sep 30, 2025 IRCC Names India in Study …
06:45 I can feel this woman’s pain because I know that is what each day feels like for most Black people throughout the world.
06:45 I can feel this woman’s pain because I know that is what each day feels like for most Black people throughout the world.
Identity Attack0.46028158
Insult0.16766082
Profanity0.16031636
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.39231625 Constructive 0.556
Aug 24, 2025 7 likes Why Canadians Are Turning Against …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Desi breeds like rabbits. New few years population will be triplex
Desi breeds like rabbits. New few years population will be triplex
Identity Attack0.33060804
Insult0.36939126
Profanity0.20139475
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.23 Unverified_Claim
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
Identity Attack0.28034934
Insult0.39297962
Profanity0.12903778
Threat0.012596053
Severe Toxicity0.016964722
Moderate 0.39021665 Moderate Con 0.345 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
Identity Attack0.46028158
Insult0.18852992
Profanity0.12551236
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.275 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
10:45 Tyler, you’re not a small guy… 6 foot? This dude that you’re talking to is probably like 6’4” right? probably the biggest Indian I’ve ever seen. 😂😂😂
10:45 Tyler, you’re not a small guy… 6 foot? This dude that you’re talking to is probably like 6’4” right? probably the biggest Indian I’ve ever seen. 😂😂😂
Identity Attack0.32184324
Insult0.26196828
Profanity0.17566866
Threat0.028206514
Severe Toxicity0.023152983
Moderate 0.39021665 Moderate Con 0.363 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a normal family house. So actually you failed to show to scary side from them. You expected something like cartel side action. 😂😂😂😂 . Did the food tasted good at least. Indians not Africans which you met in Rome or Paris. Punjabi are human threating religion. You should have know that. Or atleast read about Sikh religion. Maybe then you will realize the real deal!!!
Identity Attack0.44690517
Insult0.32211447
Profanity0.19524631
Threat0.038220957
Severe Toxicity0.023458159
Moderate 0.39021665 Moderate Con 0.381 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, …
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, genuinely embarrassing
Identity Attack0.3072352
Insult0.40189892
Profanity0.08290444
Threat0.011405042
Severe Toxicity0.014059683
Moderate 0.39021665 Low Con 0.29 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
trust try Dearborn mi it’s filled with Arabs it’s like a mini Middle East
trust try Dearborn mi it’s filled with Arabs it’s like a mini Middle East
Identity Attack0.4482637
Insult0.18977246
Profanity0.15371579
Threat0.028206514
Severe Toxicity0.023364257
Moderate 0.38811707 Low Con 0.28 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This woman has a one track conversation. It’s like she was brainwashed to say only 6 sentences in different variations.
This woman has a one track conversation. It’s like she was brainwashed to say only 6 sentences in different variations.
Identity Attack0.17070955
Insult0.40243408
Profanity0.10549548
Threat0.0077802283
Severe Toxicity0.011672974
Moderate 0.38811707 Low Con 0.158 Meta_Commentary
Feb 24, 2026 2 likes 'We do know that there's …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Identity Attack0.37152436
Insult0.36798462
Profanity0.04592061
Threat0.010369381
Severe Toxicity0.018320406
Moderate 0.38811707 Moderate Con 0.359 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.