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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: "Do what you gotta do, …" 84 comments · Page 2 of 4
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Identity Attack0.21668483
Insult0.24928534
Profanity0.07223598
Threat0.012958534
Severe Toxicity0.014059683
Moderate 0.3389984 Low Con 0.292 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
rip western countries man we gotta do something
rip western countries man we gotta do something
Identity Attack0.28034934
Insult0.06617179
Profanity0.14313951
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3260917 Low Con 0.284 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Come on bros they're feeding homeless people and making a feeling of culture and religion no matter which.why we gotta hate them
Identity Attack0.25986546
Insult0.10440776
Profanity0.08419759
Threat0.025789235
Severe Toxicity0.012054443
Moderate 0.3140926 Moderate Con 0.484 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
To begin .... stop Refugees from India, Africa, Haiti, Pakistan, and many other countries. Scrutinize them properly, select legit refugees, right now, a lot of bogus claims have been entered, for god forsaken reasons, highest …
To begin .... stop Refugees from India, Africa, Haiti, Pakistan, and many other countries. Scrutinize them properly, select legit refugees, right now, a lot of bogus claims have been entered, for god forsaken reasons, highest refugee claims are from Africans countries and south America and Islamist countries. You gotta scrutiny these people, find out if there is legitimacy, find out if there is a value in accepting their claim, find out if they have skills or they are just entering for free loads! my point is , Good Immigrations is Welcome.....Bad Immigration is NOT !
Identity Attack0.3817989
Insult0.16195811
Profanity0.0715894
Threat0.02924249
Severe Toxicity0.017739398
Moderate 0.3140926 Constructive 0.627
Nov 21, 2025 Thousands of refugees allowed into …
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Identity Attack0.027011903
Insult0.12702756
Profanity0.094219476
Threat0.13815513
Severe Toxicity0.014898917
Moderate 0.3127066 Moderate Con 0.428 Meta_Commentary
Jan 28, 2026 451 likes Inside Canada's Indian Invasion...
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
Identity Attack0.01555616
Insult0.08831572
Profanity0.29209393
Threat0.011922873
Severe Toxicity0.013866014
Moderate 0.30716252 Constructive 0.624 Solidarity
Jan 27, 2026 67 likes Inside Canada's Indian Invasion...
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed to the society. Now everything is different. The problem is not immigrants. The immigrants who come here properly are fine. They do not burden the society. The problems are illegals and refugees. They drain the society and create crimes. That’s what you gotta stop.
Identity Attack0.35624164
Insult0.1823172
Profanity0.020373698
Threat0.010239923
Severe Toxicity0.0119018555
Moderate 0.30502358 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Identity Attack0.19890837
Insult0.16773392
Profanity0.062454045
Threat0.025616571
Severe Toxicity0.00869751
Moderate 0.30502358 Low Con 0.259 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
1:23 gotta be rage bait. Do not eat it
1:23 gotta be rage bait. Do not eat it
Identity Attack0.024801146
Insult0.082619295
Profanity0.14313951
Threat0.046218675
Severe Toxicity0.015286255
Moderate 0.3048984 Low Con 0.213 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Brother brother brother all was good till you got to us Panjabi's please read the history same people you were being chased by in Paris and Minnesota we crushed them in battles protected other religions …
Brother brother brother all was good till you got to us Panjabi's please read the history same people you were being chased by in Paris and Minnesota we crushed them in battles protected other religions and are serving the USA in all armed forces I hope you do your research and you will see not one single Punjabi anywhere in the world begging on a street corner our religion is based on 3 main things do hard work make a honest living and then share your earnings with the needy maybe you gotta see the world's biggest community kitchen to find out how generous my people and religion is 100k people eat free at Sri Darbar Sahib.
Identity Attack0.28034934
Insult0.14874944
Profanity0.110447146
Threat0.1338057
Severe Toxicity0.023076924
Moderate 0.3048984 Constructive 0.76 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ayy they treated you a thousand times better than than the 🧃 did. Gotta give em that
Ayy they treated you a thousand times better than than the 🧃 did. Gotta give em that
Identity Attack0.02037963
Insult0.16195811
Profanity0.2356715
Threat0.021127338
Severe Toxicity0.016706496
Moderate 0.30452284 Low Con 0.3 Comparative_Framing
Feb 26, 2026 Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm waiting 16-18 months for spine MRIs that I'm supposed to have every 6-12months due to severe degeneration of my discs. It's ridiculous. I can't work, social assistance rates are so low that I have …
I'm waiting 16-18 months for spine MRIs that I'm supposed to have every 6-12months due to severe degeneration of my discs. It's ridiculous. I can't work, social assistance rates are so low that I have to cram myself and my kids into a 2-bedroom and even then it's over my max ODSP , actually closer to my full Child tax. Then I gotta pay food/utilities/travel/clothing/
Identity Attack0.0071405866
Insult0.24767025
Profanity0.1184936
Threat0.013165667
Severe Toxicity0.006713867
Low Tox 0.28857216 Constructive 0.673 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
How do I get a job deporting people? They all gotta go.
How do I get a job deporting people? They all gotta go.
Identity Attack0.1508922
Insult0.06984934
Profanity0.025770858
Threat0.09009721
Severe Toxicity0.009536743
Low Tox 0.2820025 Low Con 0.288
Dec 31, 2025 Deportations From Canada at Their …
They gotta get on that ICE timing now and get them all out of this country
They gotta get on that ICE timing now and get them all out of this country
Identity Attack0.15517195
Insult0.070482984
Profanity0.038154904
Threat0.1368402
Severe Toxicity0.013866014
Low Tox 0.28087774 Low Con 0.188 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
11:07 that's gotta be some kind of heresy right?
11:07 that's gotta be some kind of heresy right?
Identity Attack0.01666154
Insult0.0573046
Profanity0.094219476
Threat0.025098583
Severe Toxicity0.009994507
Low Tox 0.25462922 Low Con 0.283 Meta_Commentary
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
lmaooo the guy on the bike gotta be a paid actor
lmaooo the guy on the bike gotta be a paid actor
Identity Attack0.015757138
Insult0.0813853
Profanity0.16915557
Threat0.012958534
Severe Toxicity0.012283325
Low Tox 0.25462922 Low Con 0.186 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
Identity Attack0.013345404
Insult0.11616662
Profanity0.021740068
Threat0.0077284453
Severe Toxicity0.00289917
Low Tox 0.20335422 Low Con 0.22
Apr 29, 2019 How much do refugees and …
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Identity Attack0.20483385
Insult0.060752302
Profanity0.035900343
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.20172562 Low Con 0.28 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
The Indians are nice good people here. People gotta stop being racist
The Indians are nice good people here. People gotta stop being racist
Identity Attack0.14661247
Insult0.06354945
Profanity0.068967216
Threat0.008414571
Severe Toxicity0.005760193
Low Tox 0.19893374 Moderate Con 0.441 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, …
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, you have a right to defend yourselves without being charged for murder
Identity Attack0.0059936526
Insult0.024382202
Profanity0.018392462
Threat0.13853464
Severe Toxicity0.0060653687
Low Tox 0.16765249 Moderate Con 0.477 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Identity Attack0.025605056
Insult0.03522326
Profanity0.024472807
Threat0.0824309
Severe Toxicity0.004863739
Low Tox 0.16331999 Low Con 0.284 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …

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.