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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: "They don't have a clue. …" 32 comments · Page 1 of 2
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the …
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the system. The guy in bicycle has no clue about India. What nonsense rape is in their culture, rubbish crap video.
Identity Attack0.55044734
Insult0.5739874
Profanity0.5188411
Threat0.17964768
Severe Toxicity0.34962174
Toxic 0.73663366 Low Con 0.294 Identity Attack Insult Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
guy on the bike has no goddamn clue what he’s talking about just like every racist
guy on the bike has no goddamn clue what he’s talking about just like every racist
Identity Attack0.3817989
Insult0.5497792
Profanity0.6321197
Threat0.013631714
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.167 Insult Meta_Commentary
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Identity Attack0.5075293
Insult0.6370372
Profanity0.17380778
Threat0.009566744
Severe Toxicity0.023317307
Moderate 0.6289369 Low Con 0.218 Identity Attack Insult Policy_Critique
Oct 5, 2025 IRCC Names India in Study …
Are these guys pretending or for real that they have no clue why liberals act that way? No need to have a lamp in daylight to figure this out: importing votes. This is liberal party …
Are these guys pretending or for real that they have no clue why liberals act that way? No need to have a lamp in daylight to figure this out: importing votes. This is liberal party business model how to stay in power and keep control. Who gives a rat ass about the rest,really? Sucked up and elbows are all the way to a promised land of diversity and inclusion.
Identity Attack0.099072486
Insult0.5130944
Profanity0.5188411
Threat0.01698343
Severe Toxicity0.051147457
Moderate 0.5885171 Low Con 0.256 Insult Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural resources and my favourite, defecating on beaches then having the audacity to lie about it and blame local dogs! They are actually cleaner than this uncouth demographic. 😮
Identity Attack0.43896464
Insult0.43450394
Profanity0.15724123
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.42985553 Moderate Con 0.423 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
Identity Attack0.060220852
Insult0.48627716
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.00831604
Moderate 0.4269174 Low Con 0.278 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Demonic idol worshipers. This is spiritual warfare people, wake the F up. You have no clue. Get the armor of God on and follow Christ or you will have to spend eternity with these people.
Demonic idol worshipers. This is spiritual warfare people, wake the F up. You have no clue. Get the armor of God on and follow Christ or you will have to spend eternity with these people.
Identity Attack0.24462871
Insult0.36939126
Profanity0.33453682
Threat0.09929679
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.115 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Slam the doors shut! These liberals have ruined this country! They still don't have a clue on how to fix this mess.!
Slam the doors shut! These liberals have ruined this country! They still don't have a clue on how to fix this mess.!
Identity Attack0.17769934
Insult0.36537176
Profanity0.066963166
Threat0.2836219
Severe Toxicity0.016577384
Moderate 0.39987978 Low Con 0.195
Aug 29, 2025 Why Canadians Are Turning Against …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE AND KILLED A FAMILY OF 3 COMPLIMENTS OF CALIFORNIA GIVING OUT CDL LICENSES LIKE CANDY
Identity Attack0.44690517
Insult0.25998658
Profanity0.053435806
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.281 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Find them and deport - let’s get ice in here - here’s a clue, raid every single Tim Hortons
Find them and deport - let’s get ice in here - here’s a clue, raid every single Tim Hortons
Identity Attack0.18235919
Insult0.15343215
Profanity0.057443913
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.207 Call_To_Action
Oct 4, 2025 1 likes IRCC Names India in Study …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming here we are all angry about the ones that are coming to the country undocumented and just walking straight into the country and we haven't got a clue what convictions they all have. The media and the government trying to make us look racist when we are not it's absolutely disgusting. The governments haven't got a clue who's these undocumented and most of them are all men coming in as well. The governments have devastated the west countries they've lost control and the amount that's in they lie the government hasn't a clue where they are and who's come into the country either. And suprise suprise look at all the crime and murders happening nowadays everyone in the government should be stood and trailed for what they have done it's all corrupt everywhere I don't trust anything no more I don't even wanna give my hard earned money to them either. Fuck the government.....
Identity Attack0.19495805
Insult0.33964422
Profanity0.098067984
Threat0.010731863
Severe Toxicity0.012054443
Moderate 0.3389984 Constructive 0.601 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Identity Attack0.38176915
Insult0.25205973
Profanity0.064458095
Threat0.011068452
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.202 Unverified_Claim
Oct 27, 2025 IRCC Names India in Study …
Look up the tribalism going on in the Bank of Texas, unlike minority whites who have no clue about how cultures work.
Look up the tribalism going on in the Bank of Texas, unlike minority whites who have no clue about how cultures work.
Identity Attack0.3817989
Insult0.17486192
Profanity0.04516909
Threat0.008272167
Severe Toxicity0.009841919
Moderate 0.3367073 Low Con 0.251 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals don't have a clue
Liberals don't have a clue
Identity Attack0.1769227
Insult0.18852992
Profanity0.05168226
Threat0.008505191
Severe Toxicity0.0051879883
Low Tox 0.2763787 Low Con 0.194
Dec 10, 2025 1 likes IRCC Names India in Study …
Typical Liberal, no clue to the real world. Blinks needs to go.
Typical Liberal, no clue to the real world. Blinks needs to go.
Identity Attack0.10221587
Insult0.24171697
Profanity0.020100424
Threat0.009385503
Severe Toxicity0.0049591064
Low Tox 0.27525392 Low Con 0.143 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
So basically, we have no clue how many Indians are here illegally. At this point we have to assume all of Brampton is a sanctuary city
So basically, we have no clue how many Indians are here illegally. At this point we have to assume all of Brampton is a sanctuary city
Identity Attack0.2823795
Insult0.06372428
Profanity0.034397304
Threat0.007819066
Severe Toxicity0.006713867
Low Tox 0.24282593 Low Con 0.282 Unverified_Claim
Nov 13, 2025 1 likes IRCC Names India in Study …
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Identity Attack0.08831879
Insult0.17610447
Profanity0.026317406
Threat0.006822242
Severe Toxicity0.0038337708
Low Tox 0.2396185 Low Con 0.256 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Know your facts. This lady really hasn’t got a clue.
Know your facts. This lady really hasn’t got a clue.
Identity Attack0.0061046463
Insult0.123407245
Profanity0.017162729
Threat0.0063367756
Severe Toxicity0.0017166138
Low Tox 0.18459146 Low Con 0.166 Meta_Commentary
Feb 24, 2026 1 likes 'We do know that there's …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad faith N12 eviction....so that my foreign-born landlord can increase the rent. While I can prove this bad faith, gov't officials have advised me to just give in and move out of my home...while very sick and unable to find any new housing. I've been looking into MAID as a way out of the torment that Canada has become for me. Kenny, in his fancy home...doesn't have a clue how poor sick Canadians are suffering. I have both an undergraduate and graduate program completed....and Canada treats me like I've never tried or done anything with my life worth respecting.
Identity Attack0.055218685
Insult0.11616662
Profanity0.018324144
Threat0.0073918556
Severe Toxicity0.0039100647
Low Tox 0.18364124 Constructive 0.695 Personal_Narrative
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
So many if the truck drivers do not have their lisence and it's all illegal.... Very dangerous..had many of them trash our lots bc they had zero clue what they were doing very scary that …
So many if the truck drivers do not have their lisence and it's all illegal.... Very dangerous..had many of them trash our lots bc they had zero clue what they were doing very scary that is on the roads 😢
Identity Attack0.0075845607
Insult0.09124154
Profanity0.028230323
Threat0.0076119336
Severe Toxicity0.0031280518
Low Tox 0.16678599 Constructive 0.712 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Don’t look for bleeding hearts here ….. now focus on our own country folk … get a clue liberals
Don’t look for bleeding hearts here ….. now focus on our own country folk … get a clue liberals
Identity Attack0.051808115
Insult0.0720671
Profanity0.017572641
Threat0.00823333
Severe Toxicity0.0029754639
Low Tox 0.16678599 Low Con 0.196 Identity_Assertion
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
The minister of no CLUE
The minister of no CLUE
Identity Attack0.0047172266
Insult0.08558089
Profanity0.022764845
Threat0.006602164
Severe Toxicity0.0021648407
Low Tox 0.15766735 Low Con 0.217 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada finally got a clue. Probably too late. Immigration is NOT a 'right'.
Canada finally got a clue. Probably too late. Immigration is NOT a 'right'.
Identity Attack0.10221587
Insult0.033570543
Profanity0.012038844
Threat0.007249452
Severe Toxicity0.0029754639
Low Tox 0.13388206 Low Con 0.226 Policy_Critique
Feb 16, 2026 Canada's tighter immigration policy divides …

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.