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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

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Active: "Just disgraceful" 47 comments · Page 1 of 2
BUNCH OF DIRTY PIGLETS GARBAGE EVERYWHERE SPITTING FFS DUMPING COOKING OIL IN OUR SEWERS POCHING OUR FISH THATS NOT IN SEASON GROSS DISGRACE KICK THEM OUT FFS
BUNCH OF DIRTY PIGLETS GARBAGE EVERYWHERE SPITTING FFS DUMPING COOKING OIL IN OUR SEWERS POCHING OUR FISH THATS NOT IN SEASON GROSS DISGRACE KICK THEM OUT FFS
Identity Attack0.10221587
Insult0.67254376
Profanity0.3866461
Threat0.53875744
Severe Toxicity0.44787344
Toxic 0.76523775 Low Con 0.248 Insult Threat Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Identity Attack0.34649673
Insult0.65129566
Profanity0.62717754
Threat0.020091362
Severe Toxicity0.2281948
Toxic 0.76197964 Moderate Con 0.378 Insult Identity_Assertion
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
Putting those digusting Indian idols in Canada is disgusting, disrespectful and disgraceful. They are bringing the curse to Canada.
Putting those digusting Indian idols in Canada is disgusting, disrespectful and disgraceful. They are bringing the curse to Canada.
Identity Attack0.6637263
Insult0.68668073
Profanity0.33141375
Threat0.03165977
Severe Toxicity0.23223428
Toxic 0.75208336 Low Con 0.294 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada …
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada into a communist country with the progressive liberals
Identity Attack0.6778536
Insult0.6099415
Profanity0.196476
Threat0.020609349
Severe Toxicity0.1762085
Moderate 0.6744087 Moderate Con 0.334 Identity Attack Insult Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Identity Attack0.41975367
Insult0.50440645
Profanity0.6069483
Threat0.06593887
Severe Toxicity0.35112193
Moderate 0.6744087 Moderate Con 0.474 Insult Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
I'm fifth generation born Canadian and this is not Canada anymore. It's a disgrace, disgusting, despicable and 100% CRIMINAL and pathetic that we have no rights or freedoms in our own country but illegal immigrants …
I'm fifth generation born Canadian and this is not Canada anymore. It's a disgrace, disgusting, despicable and 100% CRIMINAL and pathetic that we have no rights or freedoms in our own country but illegal immigrants do! I can't even afford my life saving medication for diabetes and I get turned down for any and all government assistance, please explain how the hell that happens? They are literally killing us off one by one!
Identity Attack0.48915586
Insult0.62169385
Profanity0.36230123
Threat0.13127698
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.58 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Disgraceful and a slap in tge face to true Canadians
Disgraceful and a slap in tge face to true Canadians
Identity Attack0.36702603
Insult0.5130944
Profanity0.19278693
Threat0.55244523
Severe Toxicity0.31334782
Moderate 0.62136006 Moderate Con 0.306 Insult Threat Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or …
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or dignity. They eat lunch sitting on the potty smell like skunk from weed smoking. Point out all this things and compare is Indian or a European racist who will come ahead.😂
Identity Attack0.57957685
Insult0.5739874
Profanity0.16682947
Threat0.025098583
Severe Toxicity0.1465323
Moderate 0.61223894 Low Con 0.25 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
79,000!??Thats a crazy amount of illegal immigrants! How can she be so calm??? I went Trios college, the worst college ever, and the "students " are so rude and loud and only live partying, its …
79,000!??Thats a crazy amount of illegal immigrants! How can she be so calm??? I went Trios college, the worst college ever, and the "students " are so rude and loud and only live partying, its a disgrace!
Identity Attack0.50515604
Insult0.5678696
Profanity0.14313951
Threat0.011586283
Severe Toxicity0.02383376
Moderate 0.5779532 Constructive 0.562 Identity Attack Insult
Oct 7, 2025 IRCC Names India in Study …
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
Identity Attack0.3895355
Insult0.5130944
Profanity0.19770569
Threat0.061412923
Severe Toxicity0.16960317
Moderate 0.54325575 Low Con 0.266 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Disgusting. A true disgrace.
Disgusting. A true disgrace.
Identity Attack0.013546381
Insult0.54525656
Profanity0.11663672
Threat0.00899713
Severe Toxicity0.016641939
Moderate 0.51980776 Low Con 0.24 Insult Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
The racism against Africans in this video is disgraceful 🤮🤮🤮
The racism against Africans in this video is disgraceful 🤮🤮🤮
Identity Attack0.45348886
Insult0.27146968
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.034110364
Moderate 0.50503236 Low Con 0.239 Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Canada immigration is a joke and a disgrace to America.
Canada immigration is a joke and a disgrace to America.
Identity Attack0.5135796
Insult0.4596616
Profanity0.068967216
Threat0.009359611
Severe Toxicity0.023076924
Moderate 0.4977744 Low Con 0.253 Identity Attack
Jan 9, 2026 Canada’s new rules in 2026
Immigration has completely ruined the west. Disgraceful.
Immigration has completely ruined the west. Disgraceful.
Identity Attack0.47178617
Insult0.4339631
Profanity0.11230402
Threat0.010757755
Severe Toxicity0.023076924
Moderate 0.4838166 Low Con 0.161 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
THIS IS JUST DISGUSTING AND A NATIONAL DISGRACE....WHY DOES ''OUR'' GOVERNMEWNT DO THIS WITH ''OUR;'' HARD EARNED MONEY ? I'M SICK OF IT AND WON'T TAKE IT ANYMORE.WE NEED TO STICK TOGETHER ON THIS AND …
THIS IS JUST DISGUSTING AND A NATIONAL DISGRACE....WHY DOES ''OUR'' GOVERNMEWNT DO THIS WITH ''OUR;'' HARD EARNED MONEY ? I'M SICK OF IT AND WON'T TAKE IT ANYMORE.WE NEED TO STICK TOGETHER ON THIS AND FIGHT.
Identity Attack0.10221587
Insult0.39743927
Profanity0.2395431
Threat0.061736204
Severe Toxicity0.023082556
Moderate 0.45761138 Moderate Con 0.396
Aug 20, 2018 How much do refugees and …
Why tf are giving away Canadian passports like candy it’s disgraceful
Why tf are giving away Canadian passports like candy it’s disgraceful
Identity Attack0.23467018
Insult0.35849577
Profanity0.39498812
Threat0.00933372
Severe Toxicity0.023176458
Moderate 0.45751464 Low Con 0.277 Identity_Assertion
Jan 12, 2026 89 likes Canada’s new rules in 2026
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where they are but we do". These women are a disgrace not only to Canadians, but to women, and they should not be allowed to hold any office of this importance.
Identity Attack0.44690517
Insult0.47787863
Profanity0.047173142
Threat0.013269233
Severe Toxicity0.019482423
Moderate 0.45090583 Moderate Con 0.432
Oct 2, 2025 IRCC Names India in Study …
Get them all out . Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Get them all out . Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Identity Attack0.36702603
Insult0.47787863
Profanity0.055940874
Threat0.020091362
Severe Toxicity0.018578632
Moderate 0.44573322 Low Con 0.197 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Taking over a church is disgraceful. Shame on these people.
Taking over a church is disgraceful. Shame on these people.
Identity Attack0.31307843
Insult0.40698266
Profanity0.10116278
Threat0.019746035
Severe Toxicity0.016577384
Moderate 0.4269174 Low Con 0.219
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 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.