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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

click to expand

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: "Canada is doing more to …" 6,088 comments · Page 196 of 244
Canada needs more people. It is still very empty.
Canada needs more people. It is still very empty.
Identity Attack0.022992345
Insult0.024124376
Profanity0.010979908
Threat0.0071588317
Severe Toxicity0.0017738342
Low Tox 0.05898502 Moderate Con 0.369
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a vicious cycle which have not been finished, and still going on. People must be moved from Canada immediately, government doesn't have the right numbers.
This is a vicious cycle which have not been finished, and still going on. People must be moved from Canada immediately, government doesn't have the right numbers.
Identity Attack0.011839314
Insult0.026702631
Profanity0.011577694
Threat0.0074565844
Severe Toxicity0.0012493134
Low Tox 0.05898502 Moderate Con 0.428 Policy_Critique
Nov 10, 2025 1 likes IRCC Names India in Study …
RIP Canada
RIP Canada
Identity Attack0.036105253
Insult0.01767874
Profanity0.016103793
Threat0.017674083
Severe Toxicity0.0039100647
Low Tox 0.05898502 Moderate Con 0.441
Nov 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was not born in Canada but I was brought up in Ottawa I have been living in Brazil for the past 20 years but I do not recognize Canada anymore
I was not born in Canada but I was brought up in Ottawa I have been living in Brazil for the past 20 years but I do not recognize Canada anymore
Identity Attack0.050443888
Insult0.016860934
Profanity0.01265371
Threat0.0066798385
Severe Toxicity0.0017261505
Low Tox 0.058737632 Constructive 0.536
Dec 29, 2025 Deportations From Canada at Their …
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Identity Attack0.041261412
Insult0.017227544
Profanity0.012414595
Threat0.0101363575
Severe Toxicity0.0024795532
Low Tox 0.058737632 Low Con 0.191 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Also, Sharia law didn't work in your home country... so how will it work in Canada?
Also, Sharia law didn't work in your home country... so how will it work in Canada?
Identity Attack0.04641757
Insult0.01617693
Profanity0.011099464
Threat0.006220264
Severe Toxicity0.001707077
Low Tox 0.058737632 Low Con 0.224
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
Identity Attack0.042550452
Insult0.019547975
Profanity0.011236101
Threat0.0072882893
Severe Toxicity0.00289917
Low Tox 0.058737632 Moderate Con 0.368
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
America is trying to fix ours but here comes Canada telling us we are being unfair
America is trying to fix ours but here comes Canada telling us we are being unfair
Identity Attack0.031464707
Insult0.022448512
Profanity0.011970525
Threat0.007029374
Severe Toxicity0.0014400482
Low Tox 0.058737632 Moderate Con 0.311
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Soon Canada's name will change to Kannada 🤣🤣
Soon Canada's name will change to Kannada 🤣🤣
Identity Attack0.034816213
Insult0.020772645
Profanity0.015181494
Threat0.0072882893
Severe Toxicity0.0026130676
Low Tox 0.058737632 Low Con 0.131 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
Identity Attack0.041261412
Insult0.019419061
Profanity0.012585391
Threat0.006647474
Severe Toxicity0.0016593933
Low Tox 0.058490243 Moderate Con 0.321 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
So does that mean they don't sell toilet paper in Canada?🚽
So does that mean they don't sell toilet paper in Canada?🚽
Identity Attack0.016058605
Insult0.023093075
Profanity0.016889455
Threat0.005738034
Severe Toxicity0.0016021729
Low Tox 0.058490243 Low Con 0.287 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
2:00 , guys!!! everyone came to Canada the same route even Indians 30-40 years ago not just Europeans.
2:00 , guys!!! everyone came to Canada the same route even Indians 30-40 years ago not just Europeans.
Identity Attack0.042550452
Insult0.015948927
Profanity0.015864678
Threat0.006317357
Severe Toxicity0.001745224
Low Tox 0.058490243 Moderate Con 0.337
Oct 3, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
If I were from a 3rd world country I'd seek the US or Canada because of the generous benefits.
If I were from a 3rd world country I'd seek the US or Canada because of the generous benefits.
Identity Attack0.035847444
Insult0.015720926
Profanity0.014225035
Threat0.0066280556
Severe Toxicity0.002040863
Low Tox 0.058490243 Moderate Con 0.438
Feb 17, 2019 3 likes How much do refugees and …
Government is encouraging to not care about Canadian culture, instead funding foreign countries culture which makes Canada to have common values as Canadian
Government is encouraging to not care about Canadian culture, instead funding foreign countries culture which makes Canada to have common values as Canadian
Identity Attack0.039714564
Insult0.019161236
Profanity0.012482914
Threat0.0061296434
Severe Toxicity0.0014019012
Low Tox 0.05824285 Low Con 0.213
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It’s not only Canada, Australia is also being overrun by spin bowlers.
It’s not only Canada, Australia is also being overrun by spin bowlers.
Identity Attack0.027413858
Insult0.022706337
Profanity0.013439372
Threat0.009074804
Severe Toxicity0.0016975403
Low Tox 0.05799546 Moderate Con 0.308 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada became 3 world country
Canada became 3 world country
Identity Attack0.032753747
Insult0.018774498
Profanity0.01846078
Threat0.007624879
Severe Toxicity0.002670288
Low Tox 0.05799546 Low Con 0.236
Dec 25, 2025 3 likes Deportations From Canada at Their …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems …
If significant numbers of people have not/do not pay taxes in Canada to support our health and welfare system then their use of those same systems weaken them for those who do. The weaken systems will start to fail and we’ll all be worse off unless, of course, we raise taxes or borrow more. How liberal is that!
Identity Attack0.012139536
Insult0.0279513
Profanity0.012107162
Threat0.006602164
Severe Toxicity0.0014686584
Low Tox 0.05799546 Moderate Con 0.461 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Clean Canada up
Clean Canada up
Identity Attack0.027011903
Insult0.01929015
Profanity0.013131939
Threat0.01187109
Severe Toxicity0.0031852722
Low Tox 0.05799546 Low Con 0.251 Call_To_Action
Jan 4, 2026 1 likes New rules, regulations take effect …
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader …
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader Canadian diaspora. Incidents that are increasingly visible today—such as groups of students overcrowding basement suites, causing property damage, or engaging in disruptive activities with excessive litter and fireworks—were virtually unheard of before this influx
Identity Attack0.04667538
Insult0.02212623
Profanity0.012141321
Threat0.0083886795
Severe Toxicity0.001821518
Low Tox 0.05799546 Constructive 0.545 Unverified_Claim
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid …
I'm disabled. I live off of $850 per month. That has to cover food, clothing, bills, household needs, medical, laundry, and transit. Yes, I had a working life before I became disabled so I paid into the system which I now need. I have uncovered medical needs that I can no longer meet. (Very rare solar allergy which also includes reactionsto certain lights on the visible light spectrum such as blue and white light) No vacations, no cable or internet, second hand clothing, no outings, no funds to have food delivered. I have to take the risk and use public transit which comes with medical consequences every time. I've had food poisoning three months in a row. Each month becomes harder. I feel like I'm drowning. My son can't find a job either. Canada is collapsing.
Identity Attack0.02138452
Insult0.020772645
Profanity0.024404489
Threat0.007624879
Severe Toxicity0.0025558472
Low Tox 0.05799546 Constructive 0.719 Personal_Narrative
Aug 28, 2025 5 likes Why Canadians Are Turning Against …
Didn't Europeans colonize Canada
Didn't Europeans colonize Canada
Identity Attack0.0376521
Insult0.015416925
Profanity0.016479544
Threat0.007793174
Severe Toxicity0.00207901
Low Tox 0.057748068 Low Con 0.229 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
We call it Brampladesh in Canada
We call it Brampladesh in Canada
Identity Attack0.030691283
Insult0.024897853
Profanity0.019895468
Threat0.008103873
Severe Toxicity0.0029945374
Low Tox 0.057748068 Low Con 0.279
Jan 27, 2026 Inside Canada's Indian Invasion...
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
Identity Attack0.012139536
Insult0.020966014
Profanity0.011970525
Threat0.010550622
Severe Toxicity0.0015926361
Low Tox 0.057748068 Constructive 0.628 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and Brampton (Indian), Richmond, Burnaby and Markham (Chinese) and Vaughan (Italian). It's really funny cos Canadians that come to Australia like to lecture us on how welcoming and mixed Canada is when Canadian society is far more segregated than ours.
Identity Attack0.04693319
Insult0.019419061
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0015258789
Low Tox 0.057748068 Constructive 0.782
Sep 28, 2025 285 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.