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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: "While it sucks to be …" 118 comments · Page 3 of 5
They need to be fired ....allll of em , they suck at their jobs
They need to be fired ....allll of em , they suck at their jobs
Identity Attack0.057037655
Insult0.5723624
Profanity0.48510036
Threat0.09316374
Severe Toxicity0.11492836
Moderate 0.6863638 Low Con 0.194 Insult Policy_Critique
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Ai thumbnail sucks
Ai thumbnail sucks
Identity Attack0.04023018
Insult0.4339631
Profanity0.542788
Threat0.008401625
Severe Toxicity0.11492836
Moderate 0.68408644 Moderate Con 0.307 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
India actually sucks to live that's why you see these many Indians leaving their " bharat modi"
India actually sucks to live that's why you see these many Indians leaving their " bharat modi"
Identity Attack0.6106996
Insult0.5239335
Profanity0.5013569
Threat0.013372798
Severe Toxicity0.3476075
Moderate 0.681338 Low Con 0.271 Identity Attack Insult Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
India does suck as a country, and its peoples are largely lacking civic sense, racist, elitist, insular, hypocritical, and antisocial. This is all true. But not all of them are this way, and their economic …
India does suck as a country, and its peoples are largely lacking civic sense, racist, elitist, insular, hypocritical, and antisocial. This is all true. But not all of them are this way, and their economic boon and low rate of crime makes them a choice import compared to other ethnic groups, if we are talking macro scale. In particular, Islamic and Middle Eastern, followed by African, Southeast Asian, Chinese, and Latino immigrants are bigger issues.
Identity Attack0.6458014
Insult0.6308392
Profanity0.40558428
Threat0.010602405
Severe Toxicity0.2281948
Moderate 0.6744087 Constructive 0.526 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
AI bots giving news sucks
AI bots giving news sucks
Identity Attack0.052035484
Insult0.48569724
Profanity0.5865656
Threat0.008841781
Severe Toxicity0.04666401
Moderate 0.6667219 Low Con 0.239 Meta_Commentary
Feb 1, 2026 Canada’s new rules in 2026
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
How does white brits feel colonizing India pre independence. They taught the Indians their colonization trick..now suck it. 😂😂😂
Identity Attack0.5502601
Insult0.48675314
Profanity0.5381406
Threat0.048481647
Severe Toxicity0.31905776
Moderate 0.6611249 Low Con 0.171 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about …
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about how his kind are going to make us all become Muslims or ..... 😡
Identity Attack0.6413409
Insult0.47787863
Profanity0.33453682
Threat0.05397744
Severe Toxicity0.18844056
Moderate 0.65996873 Constructive 0.535 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction out of fear, good job Canada! I hate my country I couldnt care less anymore, if we became the 51 state or not because who cares, were shit either way! Go ahead block this comment im just another racist right??? keep going down this path I dont mind becomming what you all want me to be... I was raised to believe in equality for all. I havent seen anything but a mass victimization of everything! Migration, Mental Health, Work place orrientation. People just gotta really start being honest with themselves first. in a society where its common to duisguise yourself with a "digital filter", I really think self honesty is going to be a very important tool for the future. learning to live with the "ugly truth" instead of trying to cover things up all the time, some people just suck no matter the race color or culture more realistically.
Identity Attack0.2964622
Insult0.5739874
Profanity0.596623
Threat0.04686524
Severe Toxicity0.20678867
Moderate 0.6588125 Constructive 0.644 Insult Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for …
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for a long time until the new ppl started showing up. Aside from that these videos make ppl who lived here for generations also look bad. A sikh solider on 1 stamp and everyone started freaking out without knowing context. Everyday i see ppl blaming the action of 1 person on everyone, culture, and etc. I see ppl actively lying and many ppl actaully believing in jt. These ppl highlight only the bad as the biggest picture leaving out the actual story.
Identity Attack0.40713623
Insult0.5270482
Profanity0.55356324
Threat0.045895394
Severe Toxicity0.35058254
Moderate 0.6544696 Constructive 0.59 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
Identity Attack0.6487889
Insult0.5130944
Profanity0.4756165
Threat0.028897164
Severe Toxicity0.18232453
Moderate 0.64447093 Moderate Con 0.438 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Identity Attack0.38445538
Insult0.6109131
Profanity0.40185395
Threat0.010110466
Severe Toxicity0.026936848
Moderate 0.6426206 Low Con 0.292 Insult
Jan 3, 2026 7 likes New rules, regulations take effect …
Suck it up buttercup
Suck it up buttercup
Identity Attack0.019776696
Insult0.29383746
Profanity0.541926
Threat0.01101667
Severe Toxicity0.16960317
Moderate 0.6426206 Low Con 0.238 Humor_Satire
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Sucks to be the guy on the bike. Imagine being born and bred here, speak the language fluently, have the perfect opportunity to excel your life yet you ride a bike in cold weather, can’t …
Sucks to be the guy on the bike. Imagine being born and bred here, speak the language fluently, have the perfect opportunity to excel your life yet you ride a bike in cold weather, can’t afford a car, a “poor white trash” as he described it and all you see is immigrant who came to your city owning cars ,houses, businesses while all you do is complain 😂😂 yikes
Identity Attack0.5502601
Insult0.6109131
Profanity0.41031027
Threat0.009696201
Severe Toxicity0.16960317
Moderate 0.63782936 Moderate Con 0.383 Identity Attack Insult Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yeah Canada sucks really bad at the moment, all because of the liberals.
Yeah Canada sucks really bad at the moment, all because of the liberals.
Identity Attack0.41975367
Insult0.5588244
Profanity0.44431314
Threat0.0083886795
Severe Toxicity0.030523606
Moderate 0.6289369 Moderate Con 0.331 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
Identity Attack0.5689151
Insult0.46774593
Profanity0.57488567
Threat0.091630474
Severe Toxicity0.20678867
Moderate 0.6289369 Moderate Con 0.338 Identity Attack Moral_Argument
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how …
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how united inclusive blabla we Canadians are and sucking us dry🤨
Identity Attack0.31015682
Insult0.5072643
Profanity0.46460027
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.363 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As a Canadian experiencing this…it suck’s
As a Canadian experiencing this…it suck’s
Identity Attack0.18002926
Insult0.4534306
Profanity0.5188411
Threat0.007534259
Severe Toxicity0.02439716
Moderate 0.62136006 Moderate Con 0.441 Personal_Narrative
Feb 8, 2026 Inside Canada's Indian Invasion...
Elbows up Canada, you voted for it now it’s time to suck it up
Elbows up Canada, you voted for it now it’s time to suck it up
Identity Attack0.17303948
Insult0.47384647
Profanity0.45448917
Threat0.056240413
Severe Toxicity0.16960317
Moderate 0.61223894 Low Con 0.202
Jun 19, 2025 13 likes How Canada broke its immigration …
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
Identity Attack0.10221587
Insult0.48627716
Profanity0.4596479
Threat0.007832011
Severe Toxicity0.02373986
Moderate 0.6027529 Moderate Con 0.352 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Identity Attack0.55044734
Insult0.5130944
Profanity0.41570562
Threat0.009204263
Severe Toxicity0.08595808
Moderate 0.60254884 Moderate Con 0.315 Identity Attack Insult Moral_Argument
Feb 23, 2026 3 likes Inside Canada's Indian Invasion...
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not …
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not eat the better western food? yall still eating that nasty turd world food? upgrade your food game.
Identity Attack0.28034934
Insult0.54525656
Profanity0.39670458
Threat0.00951496
Severe Toxicity0.041283876
Moderate 0.5885171 Low Con 0.157 Insult Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Living in Canada sucks please save us. I wish for the eternal sleep.
Living in Canada sucks please save us. I wish for the eternal sleep.
Identity Attack0.38445538
Insult0.5072643
Profanity0.4163752
Threat0.008815889
Severe Toxicity0.030523606
Moderate 0.584095 Moderate Con 0.386 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
it sucks to say but indians are taking over all stores all fast food joints security taxi truck drivers and soo on and soo on..just sad..
it sucks to say but indians are taking over all stores all fast food joints security taxi truck drivers and soo on and soo on..just sad..
Identity Attack0.53446084
Insult0.47384647
Profanity0.4033339
Threat0.010472948
Severe Toxicity0.067522444
Moderate 0.57271194 Moderate Con 0.441 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Our country is really starting to suck with our migrant issues
Our country is really starting to suck with our migrant issues
Identity Attack0.36702603
Insult0.4125297
Profanity0.44890457
Threat0.009230154
Severe Toxicity0.02416241
Moderate 0.5716857 Low Con 0.293 Fear_Threat
Feb 28, 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.