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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: "You're on your own now …" 1,066 comments · Page 31 of 43
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can …
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can go back to their country. Couldn’t have said it better than what you’re doing
Identity Attack0.10221587
Insult0.05262003
Profanity0.0128245065
Threat0.0069516995
Severe Toxicity0.003643036
Low Tox 0.15545623 Constructive 0.673
Sep 2, 2025 Why Canadians Are Turning Against …
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Identity Attack0.10221587
Insult0.045593183
Profanity0.019348921
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.15435068 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and …
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and settlers did for this to happen throughout the world.
Identity Attack0.052035484
Insult0.0670459
Profanity0.014703264
Threat0.007961469
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.514 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
Identity Attack0.034300596
Insult0.046764325
Profanity0.017709278
Threat0.017846745
Severe Toxicity0.0036621094
Low Tox 0.15435068 Moderate Con 0.329
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
They destroyed their environment now they're destroying ours.
They destroyed their environment now they're destroying ours.
Identity Attack0.013546381
Insult0.035553806
Profanity0.019075647
Threat0.02682521
Severe Toxicity0.0034332275
Low Tox 0.15324512 Low Con 0.292 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because of fake mass graves that were never dug up. We're being accused of genocide and replaced by people who think were evil. Not gonna end well!
Identity Attack0.043581683
Insult0.04149419
Profanity0.01893901
Threat0.031314444
Severe Toxicity0.004272461
Low Tox 0.15324512 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the liberals and mark carney and the corporations that didn't want to pay the wages.They're to blame
Identity Attack0.010951365
Insult0.08508729
Profanity0.017914234
Threat0.0068028234
Severe Toxicity0.001745224
Low Tox 0.15324512 Constructive 0.509 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The opinion that they're importing labor is wrong. We're all dollar signs for the government. People are like cattle to a government.
The opinion that they're importing labor is wrong. We're all dollar signs for the government. People are like cattle to a government.
Identity Attack0.008213525
Insult0.0806213
Profanity0.02344803
Threat0.006110225
Severe Toxicity0.0018119812
Low Tox 0.15269235 Moderate Con 0.44 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not just Brampton, Indians have taken every job at gas stations, Tim Hortons, fast food, retail stores, you name it... They're everywhere.
It's not just Brampton, Indians have taken every job at gas stations, Tim Hortons, fast food, retail stores, you name it... They're everywhere.
Identity Attack0.17070955
Insult0.033790905
Profanity0.017914234
Threat0.007314181
Severe Toxicity0.0037384033
Low Tox 0.15213956 Constructive 0.53
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I dont get why they’re kicking out immigrants who work and can actually integrate?
I dont get why they’re kicking out immigrants who work and can actually integrate?
Identity Attack0.1232452
Insult0.024124376
Profanity0.019622196
Threat0.023371955
Severe Toxicity0.0034332275
Low Tox 0.15048122 Moderate Con 0.357 Question
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
The same in Australia. They transformed Australia in India. They're everywhere. They're messing every country
The same in Australia. They transformed Australia in India. They're everywhere. They're messing every country
Identity Attack0.105256535
Insult0.039444692
Profanity0.030138692
Threat0.008764107
Severe Toxicity0.004272461
Low Tox 0.14950264 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
They're in plague proportions here in Australia also. Aren't we so very lucky. Thanks Labour Govt.
They're in plague proportions here in Australia also. Aren't we so very lucky. Thanks Labour Govt.
Identity Attack0.04023018
Insult0.06285016
Profanity0.019690514
Threat0.008764107
Severe Toxicity0.0034332275
Low Tox 0.14950264 Constructive 0.619 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some …
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some say they just love themselves too much but I'd rather say they are straight out lying about their real motives all the time.
Identity Attack0.04538634
Insult0.06826523
Profanity0.015010698
Threat0.0067898775
Severe Toxicity0.0022697449
Low Tox 0.14256015 Constructive 0.573 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
Identity Attack0.01565665
Insult0.0279513
Profanity0.057443913
Threat0.012699619
Severe Toxicity0.006752014
Low Tox 0.14256015 Low Con 0.286 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
Identity Attack0.05794714
Insult0.047935467
Profanity0.014293353
Threat0.0072882893
Severe Toxicity0.0025749207
Low Tox 0.14082454 Moderate Con 0.328 Policy_Critique
Nov 20, 2025 7 likes Quebec Ends Economic Immigration Program …
I rather Sikhs they’re nice people
I rather Sikhs they’re nice people
Identity Attack0.10221587
Insult0.02657372
Profanity0.039657943
Threat0.009903334
Severe Toxicity0.007209778
Low Tox 0.14082454 Moderate Con 0.416 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Identity Attack0.089145996
Insult0.024897853
Profanity0.02836696
Threat0.015256803
Severe Toxicity0.0048065186
Low Tox 0.14082454 Low Con 0.264 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
Identity Attack0.120924085
Insult0.030485468
Profanity0.02208166
Threat0.0069646453
Severe Toxicity0.0032806396
Low Tox 0.13908891 Low Con 0.288
Sep 21, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Identity Attack0.07921951
Insult0.042665333
Profanity0.018255826
Threat0.010291707
Severe Toxicity0.0037574768
Low Tox 0.13908891 Moderate Con 0.42 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
Identity Attack0.07591068
Insult0.032689095
Profanity0.015728042
Threat0.011379151
Severe Toxicity0.003414154
Low Tox 0.1373533 Constructive 0.611 Policy_Critique
Feb 6, 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.