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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: "Its in the millions not …" 526 comments · Page 1 of 22
I face no new security. I will never go there. 74 million voted for this stupidity and they are getting the economy they voted for.
I face no new security. I will never go there. 74 million voted for this stupidity and they are getting the economy they voted for.
Identity Attack0.0010330013
Insult0.99313134
Profanity0.0017974372
Threat0.00062523375
Severe Toxicity0.00013941775
Toxic 0.9952858 Insult Fear_Threat
Dec 9, 2025
America world’s Worst Country ! America first terrorist country who killed millions of innocent people’s in world . trump is coward bloody son of bitch
America world’s Worst Country ! America first terrorist country who killed millions of innocent people’s in world . trump is coward bloody son of bitch
Identity Attack0.5913144
Insult0.8579266
Profanity0.7654259
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.93383175 Low Con 0.211 Identity Attack Insult Comparative_Framing
Mar 3, 2026 Inside Canada's Indian Invasion...
Idiotic clickbait. There were only 1.67 million temporary residents (both workers and students) in Canada in 2024. "Millions" will not be forced to leave.
Idiotic clickbait. There were only 1.67 million temporary residents (both workers and students) in Canada in 2024. "Millions" will not be forced to leave.
Identity Attack0.00046435886
Insult0.8789705
Profanity0.0008203522
Threat0.000110675006
Severe Toxicity0.000013432613
Toxic 0.9073123 Insult Meta_Commentary
Apr 14, 2025 19 likes
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in …
2:15 and ur grandpa stole 45 trillion, killed millions by starving them to death in that shit hole u mentioned 🎉 they worked hard from ur attire and language I'm sure u are working in septic tank cleaning 🧹🧼___old fart don't blame others for ur incapability __they're not the reason for ur failed life PIRATES grandson🎉
Identity Attack0.28034934
Insult0.6677319
Profanity0.6242122
Threat0.44531298
Severe Toxicity0.50703704
Toxic 0.85333383 Low Con 0.237 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
3 million on the dol what the fuck is there to discuss. Get out
3 million on the dol what the fuck is there to discuss. Get out
Identity Attack0.04564415
Insult0.46476576
Profanity0.7673477
Threat0.035803676
Severe Toxicity0.34935045
Toxic 0.8403191 Low Con 0.11 Policy_Critique
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian here. It's a million times worse than this video even shows, even up here up north in the middle of nowhere. Gotta stop this shit
Canadian here. It's a million times worse than this video even shows, even up here up north in the middle of nowhere. Gotta stop this shit
Identity Attack0.22063516
Insult0.48627716
Profanity0.776286
Threat0.011586283
Severe Toxicity0.16960317
Toxic 0.7998551 Moderate Con 0.469 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Surrey, BC, has the biggest indian population outside of India in the entire world. 4 million Indian people, fuckin gross.
Surrey, BC, has the biggest indian population outside of India in the entire world. 4 million Indian people, fuckin gross.
Identity Attack0.55044734
Insult0.5678696
Profanity0.764141
Threat0.01508414
Severe Toxicity0.34981552
Toxic 0.78711975 Moderate Con 0.307 Identity Attack Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
It's like Ireland Indians are flooding in..1.5 billion Indian population 5.2 million Irelands population with about a million of that foreigners most likely..we are fucked
It's like Ireland Indians are flooding in..1.5 billion Indian population 5.2 million Irelands population with about a million of that foreigners most likely..we are fucked
Identity Attack0.5135796
Insult0.44802538
Profanity0.7246992
Threat0.021472665
Severe Toxicity0.349583
Toxic 0.78207105 Moderate Con 0.349 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking for !!! I don’t know why Canadians would vote for a liberal government it’s beyond my mind. It’s been many many years since we had a conservative government and we need it back folks. STOP voting liberal for f—k sake’s. Marc Carney, lol what a f—king joke that is !!!
Identity Attack0.49032792
Insult0.6675394
Profanity0.6643082
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.432 Insult
Sep 1, 2025 Why Canadians Are Turning Against …
this is what happens when u allow a million indians into canada, they wont learn the canadian culture or faith or laws and they will make their own country inside canada. canada is fucked
this is what happens when u allow a million indians into canada, they wont learn the canadian culture or faith or laws and they will make their own country inside canada. canada is fucked
Identity Attack0.6007182
Insult0.5362655
Profanity0.70864636
Threat0.013113883
Severe Toxicity0.3247677
Toxic 0.76523775 Low Con 0.151 Identity Attack Insult Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Identity Attack0.50917345
Insult0.5739874
Profanity0.759977
Threat0.26455072
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.31 Identity Attack Insult Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Identity Attack0.55044734
Insult0.6306599
Profanity0.70864636
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.528 Identity Attack Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve to call us down for not accepting ur religion.... Piss off.. this government is a joke. How about Quebec take the over 1 million immigrants they took in this year alone, and we'll break off into our own country and make sure they can't BIDEN-IZE Canada. Don't stay quiet.. we need to be heard this is crazy.
Identity Attack0.3817989
Insult0.72868866
Profanity0.34099978
Threat0.013372798
Severe Toxicity0.16960317
Toxic 0.73663366 Moderate Con 0.432 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
2.8 million stinky indians need to go home.
2.8 million stinky indians need to go home.
Identity Attack0.7028837
Insult0.57787937
Profanity0.33954415
Threat0.061736204
Severe Toxicity0.34942797
Toxic 0.718943 Low Con 0.084 Identity Attack Insult
Jan 17, 2026 2.9 million Canadian temporary visas …
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
Identity Attack0.6649212
Insult0.62169385
Profanity0.4840093
Threat0.34804323
Severe Toxicity0.34938923
Toxic 0.718943 Low Con 0.192 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Canadians can’t afford home can’t find jobs why this stupid government bringing millions of people into country
Identity Attack0.3817989
Insult0.68668073
Profanity0.29209393
Threat0.008440462
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.245 Insult Economic_Argument
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
Identity Attack0.6728028
Insult0.5130944
Profanity0.20016506
Threat0.34804323
Severe Toxicity0.31905776
Moderate 0.6852916 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
And the traitors got millions of payment of retirement as award for this destruction. Well done, ignorant Liberals.
And the traitors got millions of payment of retirement as award for this destruction. Well done, ignorant Liberals.
Identity Attack0.27759558
Insult0.71120167
Profanity0.10735235
Threat0.010343489
Severe Toxicity0.02258113
Moderate 0.68408644 Low Con 0.123 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
Identity Attack0.08004672
Insult0.4125297
Profanity0.70864636
Threat0.008556974
Severe Toxicity0.06011435
Moderate 0.6744087 Low Con 0.172 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
Identity Attack0.6682205
Insult0.40243408
Profanity0.30161268
Threat0.4438339
Severe Toxicity0.34969926
Moderate 0.6667219 Low Con 0.288 Identity Attack Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
Identity Attack0.46028158
Insult0.6675394
Profanity0.30690086
Threat0.009074804
Severe Toxicity0.023246882
Moderate 0.65996873 Low Con 0.19 Insult Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
For God's sakes they worship an elephant lady....come on. Could you imagine if millions of Canadians went to India and started setting up our own churches, not following their laws, scamming and committing crimes ...could …
For God's sakes they worship an elephant lady....come on. Could you imagine if millions of Canadians went to India and started setting up our own churches, not following their laws, scamming and committing crimes ...could you imagine. Our government is pathetic.😡😡😡
Identity Attack0.40883094
Insult0.6798578
Profanity0.16031636
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.371 Insult Fear_Threat
Sep 19, 2025 1 likes 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.