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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 #}

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Active: "You should come to the …" 1,829 comments · Page 3 of 74
He should come to Thunder Bay and find out why we are so fucked up
He should come to Thunder Bay and find out why we are so fucked up
Identity Attack0.028886627
Insult0.3388922
Profanity0.8117245
Threat0.011379151
Severe Toxicity0.16960317
Toxic 0.7510937 Moderate Con 0.313 Personal_Narrative
Feb 5, 2026 Inside Canada's Indian Invasion...
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people …
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people living on generational welfare
Identity Attack0.6637263
Insult0.6261769
Profanity0.6001929
Threat0.042662576
Severe Toxicity0.35368225
Toxic 0.74954444 Low Con 0.254 Identity Attack Insult Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
Identity Attack0.29188538
Insult0.50440645
Profanity0.6242122
Threat0.33294448
Severe Toxicity0.16960317
Toxic 0.74954444 Low Con 0.186 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
Identity Attack0.5913144
Insult0.67254376
Profanity0.40670946
Threat0.13815513
Severe Toxicity0.23225145
Toxic 0.74954444 Low Con 0.219 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.72 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
Identity Attack0.46028158
Insult0.71551245
Profanity0.2664882
Threat0.053330876
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.392 Insult Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Our damn pathetic federal government let this happen. WE DON'T WANT SO MANY IMMIGRANTS COMING TO CANADA WAY TO GO QUEBEC!
Our damn pathetic federal government let this happen. WE DON'T WANT SO MANY IMMIGRANTS COMING TO CANADA WAY TO GO QUEBEC!
Identity Attack0.44690517
Insult0.6308392
Profanity0.541926
Threat0.013269233
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.326 Insult
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.722 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you …
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you smile and say "we need this diversity". Just remember canada: once they start forming r@pe gangs and banging your innocent children, just remember: you wanted this.
Identity Attack0.6649212
Insult0.6407567
Profanity0.5865656
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.743089 Low Con 0.288 Identity Attack Insult Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Didn't you morons come HERE in search of India? Well, now got it!!!
Didn't you morons come HERE in search of India? Well, now got it!!!
Identity Attack0.4139151
Insult0.69164425
Profanity0.44431314
Threat0.0138755
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.169 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada has become trash too many people coming into my country i was born in this country is just become a dump
Canada has become trash too many people coming into my country i was born in this country is just become a dump
Identity Attack0.6007182
Insult0.67254376
Profanity0.2980872
Threat0.009256045
Severe Toxicity0.16960317
Toxic 0.7308154 Moderate Con 0.376 Identity Attack Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
WTF IMMIGRATION LOOK INTO THIS MATTER HARDCORE. HOW COME THE STAFF,CAME OUT TOLD THESE ANIMALS FROM OVERSEAS (CHINESE),ASKED THEM TO NOT LOUDNESS BE QUITE, LASTED 25 SECONDS,THEN LOUDNESS STARTS AGAIN, NO (RESPECT, IGNORANCE ALL THESE …
WTF IMMIGRATION LOOK INTO THIS MATTER HARDCORE. HOW COME THE STAFF,CAME OUT TOLD THESE ANIMALS FROM OVERSEAS (CHINESE),ASKED THEM TO NOT LOUDNESS BE QUITE, LASTED 25 SECONDS,THEN LOUDNESS STARTS AGAIN, NO (RESPECT, IGNORANCE ALL THESE ANIMALS FROM OVERSEAS LAUGH AT CANADA 🍁 WTF WTF😂).
Identity Attack0.46028158
Insult0.5678696
Profanity0.541926
Threat0.02371728
Severe Toxicity0.34966052
Toxic 0.7308154 Moderate Con 0.319 Insult
Jul 21, 2025 1 likes How Canada broke its immigration …
They are missing because that's the liberal way. Drowning canada in brown,too resemble shit. Exactly where they are coming from.
They are missing because that's the liberal way. Drowning canada in brown,too resemble shit. Exactly where they are coming from.
Identity Attack0.4931391
Insult0.56997263
Profanity0.65961236
Threat0.17964768
Severe Toxicity0.16960317
Toxic 0.7252971 Low Con 0.191 Insult
Sep 29, 2025 IRCC Names India in Study …
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be …
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be fined for doing that..but oh wait it is against Canadian values where criminals can come to your home and victim gets charged for protecting his/her family
Identity Attack0.3817989
Insult0.75027496
Profanity0.2963245
Threat0.013321015
Severe Toxicity0.05742428
Toxic 0.7252971 Moderate Con 0.487 Insult Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
Identity Attack0.40883094
Insult0.7418356
Profanity0.22693542
Threat0.008129764
Severe Toxicity0.02430326
Toxic 0.72028047 Moderate Con 0.473 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
Identity Attack0.44690517
Insult0.71120167
Profanity0.29168049
Threat0.009929225
Severe Toxicity0.023076924
Toxic 0.718943 Constructive 0.519 Insult Unverified_Claim
Oct 9, 2025 IRCC Names India in Study …
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
Identity Attack0.6728028
Insult0.6149945
Profanity0.42185885
Threat0.44942492
Severe Toxicity0.349738
Toxic 0.718943 Low Con 0.175 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Identity Attack0.6682205
Insult0.6407567
Profanity0.40185395
Threat0.013702838
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.251 Identity Attack Insult Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro is Israeli content. However, when you look at Indians in Canada, look how they transformed a robust city into a shit hole.
Identity Attack0.6007182
Insult0.5935568
Profanity0.59166485
Threat0.033386398
Severe Toxicity0.18232453
Toxic 0.71760553 Moderate Con 0.44 Identity Attack Insult Unverified_Claim
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Identity Attack0.44690517
Insult0.58196646
Profanity0.5365423
Threat0.013010317
Severe Toxicity0.10702737
Moderate 0.6989911 Moderate Con 0.348 Insult Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Identity Attack0.23391083
Insult0.6991143
Profanity0.22522148
Threat0.020954676
Severe Toxicity0.023974609
Moderate 0.6989911 Moderate Con 0.305 Insult Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
I blame the immigrants because they are ignorant. YOU COME TO MY HOUSE, SHOW RESPECT.
I blame the immigrants because they are ignorant. YOU COME TO MY HOUSE, SHOW RESPECT.
Identity Attack0.60238177
Insult0.65129566
Profanity0.22622968
Threat0.0104988385
Severe Toxicity0.04397394
Moderate 0.687436 Moderate Con 0.371 Identity Attack Insult
Sep 10, 2025 1 likes Why Canadians Are Turning Against …

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.