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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 do this to every …" 827 comments · Page 9 of 34
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
Identity Attack0.46028158
Insult0.25800487
Profanity0.15019037
Threat0.011042561
Severe Toxicity0.023176458
Moderate 0.42985553 Constructive 0.602 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes to wash their dirty money will collapse on said bankers. So Canada has to become India to support their questionable usury behaviours.
Identity Attack0.28034934
Insult0.4747285
Profanity0.07967158
Threat0.009929225
Severe Toxicity0.013801457
Moderate 0.4274071 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I love how liberals ruin every country they infect.
I love how liberals ruin every country they infect.
Identity Attack0.37082586
Insult0.36798462
Profanity0.12727508
Threat0.061412923
Severe Toxicity0.017481172
Moderate 0.4274071 Low Con 0.24 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading …
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading and destroying our country.
Identity Attack0.31307843
Insult0.43158367
Profanity0.051932767
Threat0.030278467
Severe Toxicity0.017868511
Moderate 0.4269174 Moderate Con 0.5 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Identity Attack0.46050715
Insult0.41530323
Profanity0.0887236
Threat0.0077802283
Severe Toxicity0.016512826
Moderate 0.4269174 Moderate Con 0.472 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Blood is not same Everyone have different blood group And eye Color is also different Finger prints are also different Even pig bleed red blood does that mean humans and pigs are the same ? …
Blood is not same Everyone have different blood group And eye Color is also different Finger prints are also different Even pig bleed red blood does that mean humans and pigs are the same ? This is stupid logic All humans aren’t the same As matter of fact every single human is different from everyone Finger prints are different
Identity Attack0.060220852
Insult0.40420914
Profanity0.29209393
Threat0.013321015
Severe Toxicity0.022064678
Moderate 0.4269174 Moderate Con 0.405 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous liberal government's policies on this issue had been completely "pie in the sky", thanks entirely to Justin Trudeau. The man was completely incompetent.
Identity Attack0.02238941
Insult0.50440645
Profanity0.030389199
Threat0.0068999166
Severe Toxicity0.005760193
Moderate 0.4269174 Constructive 0.527 Insult Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
as long as they are not indian, every one is wellcome
as long as they are not indian, every one is wellcome
Identity Attack0.5135796
Insult0.23704576
Profanity0.13432594
Threat0.018882722
Severe Toxicity0.024631912
Moderate 0.4269174 Low Con 0.294 Identity Attack Identity_Assertion
Jan 4, 2026 New rules, regulations take effect …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently published by the fbi. you got every type of coloured man hurting kids and women.
Identity Attack0.47178617
Insult0.26957804
Profanity0.15107171
Threat0.29205206
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.427 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the …
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the jobs like Tim Hortons subway a&w grocery stores dollar store every job here only hire them it’s dumb I’ve been out a job for 3 years and the one’s that don’t hire kid’s cause it’s cheaper and people are starting to not want to live in Canada cause of it than you have prices going up housing going up
Identity Attack0.28034934
Insult0.47384647
Profanity0.14313951
Threat0.0076119336
Severe Toxicity0.015415368
Moderate 0.4269174 Constructive 0.587
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, …
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, their culture doesn't mix well with ours either.
Identity Attack0.23770751
Insult0.33964422
Profanity0.43781817
Threat0.009100696
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.71 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other race and religion gets to have their own country that is 99.9% Indian or African or Asian or Muslim but not white people you have to open up your countries and bring people in that want to take over and push your religion and beliefs out yet if we as white people invaded a country and told them they had to change the laws and religioni to fit us that would be colonization and evil really weird how there is a double standard! They will be no countries in 50 years where white people are the majority and it will be hell on Earth for white people i mean look how racist people are to us now with us as the majority!
Identity Attack0.5135796
Insult0.27969417
Profanity0.22713706
Threat0.048481647
Severe Toxicity0.02425631
Moderate 0.4269174 Constructive 0.553 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
Identity Attack0.48915586
Insult0.25404143
Profanity0.0816113
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.437
Jan 27, 2026 Inside Canada's Indian Invasion...
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE …
Yep this country has gone so far downhill since tehy started pouring in during covid. THE RACISM IN CANADA IS WILD NOBODY WILL HIRE WHITE PEOPLE ANYMORE BECAUSE THE BROWN WAVE BOUGHT EVERY BUSINESS THERE IS.
Identity Attack0.4907465
Insult0.29855028
Profanity0.06195303
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.316
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Our country and our people are done for Islam’s whole plan is to overthrow every western nation and destroy it from within. They’re not here to integrate or become part of our society.
Our country and our people are done for Islam’s whole plan is to overthrow every western nation and destroy it from within. They’re not here to integrate or become part of our society.
Identity Attack0.5108175
Insult0.24928534
Profanity0.11230402
Threat0.20544581
Severe Toxicity0.032316983
Moderate 0.4269174 Moderate Con 0.31 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Identity Attack0.48990932
Insult0.34548226
Profanity0.072882555
Threat0.009048914
Severe Toxicity0.01935331
Moderate 0.42349213 Moderate Con 0.497 Fear_Threat
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar …
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar for every crime commited by white people across Americas its like you're trying to provoke people against each other
Identity Attack0.38215697
Insult0.21368977
Profanity0.19278693
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.543
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color …
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color “ literally how ever the fuck you spell this nowadays. I’m just what we well thinking my goodness you can call my whatever I actually don’t care whether you like it and I’m have listen to “oher hal” the book again… I mean come on!! Should not have back love because I just want to love and love love you and you every body I mean don’t you only like two are this because come home who care lets this now …? Love you ❤Iooo yeaghhh thstssss beeeeettt we got it ox or I
Identity Attack0.14661247
Insult0.26957804
Profanity0.473824
Threat0.022163315
Severe Toxicity0.06011435
Moderate 0.42129645 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Identity Attack0.5135796
Insult0.24767025
Profanity0.051932767
Threat0.022681303
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.444 Identity Attack Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Identity Attack0.10221587
Insult0.48228607
Profanity0.039407436
Threat0.008362788
Severe Toxicity0.008087158
Moderate 0.41910073 Low Con 0.166
Oct 4, 2025 IRCC Names India in Study …
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and …
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and deport them. They don't belong here.
Identity Attack0.50588524
Insult0.26957804
Profanity0.04216301
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.371 Identity Attack Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
Deport every immigrant from 2015-2026
Deport every immigrant from 2015-2026
Identity Attack0.46614665
Insult0.14874944
Profanity0.08193458
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.17 Call_To_Action
Jan 27, 2026 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.