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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: "I am very happy that …" 164 comments · Page 6 of 7
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government …
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government housing have a hard time having children. They can barely afford to keep the roof over their head and themselves fed... that is why they are not having children. Happy secure adults have children.
Identity Attack0.011765319
Insult0.030154925
Profanity0.013610168
Threat0.007689608
Severe Toxicity0.002193451
Low Tox 0.08479069 Constructive 0.559
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my …
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my check and took her out on a date. Happy to say we're going steady lol
Identity Attack0.04332388
Insult0.024382202
Profanity0.022149978
Threat0.00704232
Severe Toxicity0.0021839142
Low Tox 0.08479069 Constructive 0.72
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Whatever happened to private insurance? If they can’t afford to look after themselves, bill their governments. We are subsidizing foreign governments that are happy their populations are our problem now.
Whatever happened to private insurance? If they can’t afford to look after themselves, bill their governments. We are subsidizing foreign governments that are happy their populations are our problem now.
Identity Attack0.036105253
Insult0.024382202
Profanity0.0127903465
Threat0.0073918556
Severe Toxicity0.0019550323
Low Tox 0.077668175 Low Con 0.283 Economic_Argument
Nov 21, 2025 1 likes Thousands of refugees allowed into …
FAKE NEWS!!!! WE CANADIANS ARE HAPPY!
FAKE NEWS!!!! WE CANADIANS ARE HAPPY!
Identity Attack0.012061302
Insult0.022255141
Profanity0.011902207
Threat0.006420923
Severe Toxicity0.0018978119
Low Tox 0.071337044 Low Con 0.296 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Canadians should be happy about it.. Atleast these communities are not destroying ur country moreover they are building it stronger and stronger..
Canadians should be happy about it.. Atleast these communities are not destroying ur country moreover they are building it stronger and stronger..
Identity Attack0.033527173
Insult0.020772645
Profanity0.011816809
Threat0.009722093
Severe Toxicity0.0019550323
Low Tox 0.069754265 Moderate Con 0.473 Solidarity
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems …
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems like Canadians are happy with this.
Identity Attack0.051353373
Insult0.019547975
Profanity0.010501678
Threat0.006162008
Severe Toxicity0.0014972687
Low Tox 0.06817148 Constructive 0.55
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I …
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I came here to Canada 18years ago to feel safe and have a better future and worked so hard and I was very happy but now everything starts to break 😢
Identity Attack0.0376521
Insult0.022255141
Profanity0.011150704
Threat0.006168481
Severe Toxicity0.001373291
Low Tox 0.067380086 Constructive 0.718 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
You know the left ain't going to be happy with you exposing this stuff! 😂
You know the left ain't going to be happy with you exposing this stuff! 😂
Identity Attack0.007917541
Insult0.023608726
Profanity0.01535229
Threat0.007883795
Severe Toxicity0.0015068054
Low Tox 0.06579731 Low Con 0.221 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Identity Attack0.0063266335
Insult0.0314771
Profanity0.010143006
Threat0.0059937127
Severe Toxicity0.0010204315
Low Tox 0.06263174 Moderate Con 0.373 Humor_Satire
Feb 17, 2026 51 likes LILLEY UNLEASHED: The fall of …
Be happy it's Sikhs they are good people
Be happy it's Sikhs they are good people
Identity Attack0.042550452
Insult0.016024929
Profanity0.026727317
Threat0.009825659
Severe Toxicity0.0046539307
Low Tox 0.059232414 Moderate Con 0.436 Solidarity
Feb 16, 2026 Inside Canada's Indian Invasion...
I like people from India. Fun happy people that have spirit.
I like people from India. Fun happy people that have spirit.
Identity Attack0.03636306
Insult0.019096779
Profanity0.027410502
Threat0.009178371
Severe Toxicity0.0031471252
Low Tox 0.058490243 Constructive 0.533 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
SO?? What Is the BIG problem.!! They are happy to come back home and help their company of birth. Don't makes DRAMA. Is LIFE.
SO?? What Is the BIG problem.!! They are happy to come back home and help their company of birth. Don't makes DRAMA. Is LIFE.
Identity Attack0.0032003147
Insult0.023028618
Profanity0.013917602
Threat0.006356194
Severe Toxicity0.0012969971
Low Tox 0.056758508 Moderate Con 0.5 Solidarity
Jan 20, 2026 2.9 million Canadian temporary visas …
indian people are the best people i’ve ever met so friendly and happy.. I love them fr i don’t mind them one bit
indian people are the best people i’ve ever met so friendly and happy.. I love them fr i don’t mind them one bit
Identity Attack0.036105253
Insult0.015720926
Profanity0.02932342
Threat0.009230154
Severe Toxicity0.003414154
Low Tox 0.054779384 Constructive 0.555 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I pray they live, the Canadians are not happy.
I pray they live, the Canadians are not happy.
Identity Attack0.07250397
Insult0.006622914
Profanity0.0001408115
Threat0.00051048124
Severe Toxicity0.0000062794497
Low Tox 0.053256184
Apr 14, 2025 7 likes
*_Now hold up, wait a minute… I saw this video 2 weeks ago, it was taken down after, but now it’s back up._* I’m happy it’s back up… Also as a Canadian: *_”Hello Eh!”_* (lol)
*_Now hold up, wait a minute… I saw this video 2 weeks ago, it was taken down after, but now it’s back up._* I’m happy it’s back up… Also as a Canadian: *_”Hello Eh!”_* (lol)
Identity Attack0.017163984
Insult0.013820915
Profanity0.019690514
Threat0.007301235
Severe Toxicity0.0018119812
Low Tox 0.037105743 Moderate Con 0.483 Meta_Commentary
Feb 15, 2026 Inside Canada's Indian Invasion...
I would be so happy to have that much Indian food available
I would be so happy to have that much Indian food available
Identity Attack0.021585498
Insult0.011084898
Profanity0.021398475
Threat0.009048914
Severe Toxicity0.002670288
Low Tox 0.034513097 Moderate Con 0.367
Jan 27, 2026 Inside Canada's Indian Invasion...
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
Identity Attack0.013345404
Insult0.013630914
Profanity0.011184863
Threat0.007637825
Severe Toxicity0.0015735626
Low Tox 0.034277402 Constructive 0.567
Jan 27, 2026 Inside Canada's Indian Invasion...
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Wow just be happy you have coverage my peoples 🇨🇦💯🇨🇦
Identity Attack0.009619443
Insult0.011768902
Profanity0.02167175
Threat0.008815889
Severe Toxicity0.002374649
Low Tox 0.028856417 Moderate Con 0.406 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
JUST DID MY CITIZENSHIP TEST JULY4th/2025 and I PASSED 19/20. I WATCHED THIS 2 TIMES AND SKIMMED THROUGH THE STUDY GUIDE. I’M SO HAPPY. PARIS HERE I COMEEEEE 🩷
JUST DID MY CITIZENSHIP TEST JULY4th/2025 and I PASSED 19/20. I WATCHED THIS 2 TIMES AND SKIMMED THROUGH THE STUDY GUIDE. I’M SO HAPPY. PARIS HERE I COMEEEEE 🩷
Identity Attack0.0052906936
Insult0.010362893
Profanity0.020100424
Threat0.0076766624
Severe Toxicity0.0021648407
Low Tox 0.027913637 Moderate Con 0.459 Personal_Narrative
Jul 4, 2025 19 likes Canadian Citizenship Test 2025 – …
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
A balanced Canada will make all happy I have sent nearly 600 resumes no succeed can’t find a job/affordable housing sleeping in my Car 😔
Identity Attack0.0050687063
Insult0.012224905
Profanity0.010313802
Threat0.0070164283
Severe Toxicity0.0010681152
Low Tox 0.025910228 Constructive 0.618 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Wow $420 a year. I can afford a happy meal now. But I like where banks have to cap NSF fees to 10$ from $48 of what they currently is unreal.
Wow $420 a year. I can afford a happy meal now. But I like where banks have to cap NSF fees to 10$ from $48 of what they currently is unreal.
Identity Attack0.0024973555
Insult0.013896915
Profanity0.011560614
Threat0.0060713873
Severe Toxicity0.00077724457
Low Tox 0.023906821 Constructive 0.637 Humor_Satire
Jan 20, 2026 Canada’s new rules in 2026

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.