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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: "Thats why we are in …" 220 comments · Page 8 of 9
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 …
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
Identity Attack0.0036812867
Insult0.021094928
Profanity0.015113175
Threat0.010835429
Severe Toxicity0.0019836426
Low Tox 0.06421452 Low Con 0.278 Question
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
thats hindi not punjabi
thats hindi not punjabi
Identity Attack0.04951127
Insult0.021352753
Profanity0.028503597
Threat0.008026198
Severe Toxicity0.003414154
Low Tox 0.05824285 Low Con 0.237 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
8:29 wait thats the new Brampton
8:29 wait thats the new Brampton
Identity Attack0.008435511
Insult0.014884921
Profanity0.02522431
Threat0.011042561
Severe Toxicity0.003452301
Low Tox 0.05725329 Low Con 0.29 Meta_Commentary
Feb 24, 2026 6 likes Inside Canada's Indian Invasion...
Thats not punjabi but hindi!!! But sihdu is punjabi surname
Thats not punjabi but hindi!!! But sihdu is punjabi surname
Identity Attack0.03894114
Insult0.026315894
Profanity0.030389199
Threat0.007948523
Severe Toxicity0.004463196
Low Tox 0.051563308 Low Con 0.181 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Because th3 government has let business hire immigrants who are subsidized by them and companies take the jobs for canadian citizens and give to them if not they have to pay higher wages to us …
Because th3 government has let business hire immigrants who are subsidized by them and companies take the jobs for canadian citizens and give to them if not they have to pay higher wages to us that is needed and thats how
Identity Attack0.034816213
Insult0.017485369
Profanity0.012073003
Threat0.006149062
Severe Toxicity0.0015068054
Low Tox 0.05131592 Moderate Con 0.314 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
bro thats is australia
bro thats is australia
Identity Attack0.026408968
Insult0.015340924
Profanity0.026317406
Threat0.008738215
Severe Toxicity0.002937317
Low Tox 0.050326355 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
The only asylum claims canada should be accepting are american since thats the only country we border.
The only asylum claims canada should be accepting are american since thats the only country we border.
Identity Attack0.038425524
Insult0.013364912
Profanity0.010638315
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.048099842 Low Con 0.264 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Identity Attack0.027614836
Insult0.017292
Profanity0.011577694
Threat0.006835188
Severe Toxicity0.0016880035
Low Tox 0.046120718 Moderate Con 0.459 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thats really slashing the numbers 😂 by a big 15000 give me a break
Thats really slashing the numbers 😂 by a big 15000 give me a break
Identity Attack0.005956655
Insult0.01465692
Profanity0.02522431
Threat0.009903334
Severe Toxicity0.002412796
Low Tox 0.045873325 Low Con 0.243 Humor_Satire
Jan 4, 2026 1 likes New rules, regulations take effect …
Thats great. We get $420 and Ukraine got $8.8 billion since carney took office.
Thats great. We get $420 and Ukraine got $8.8 billion since carney took office.
Identity Attack0.004587734
Insult0.020901557
Profanity0.013029462
Threat0.0063626673
Severe Toxicity0.0009584427
Low Tox 0.042657252 Moderate Con 0.31
Jan 15, 2026 Canada’s new rules in 2026
300 people only. Thats lax
300 people only. Thats lax
Identity Attack0.0046987277
Insult0.0154929245
Profanity0.017504321
Threat0.007870848
Severe Toxicity0.0013828278
Low Tox 0.039462693 Low Con 0.264 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
10:58 thats Hindu temple and 11:25 and that’s Sikh temple.
10:58 thats Hindu temple and 11:25 and that’s Sikh temple.
Identity Attack0.03223813
Insult0.0116169015
Profanity0.016889455
Threat0.008440462
Severe Toxicity0.0021648407
Low Tox 0.03828422 Moderate Con 0.326 Meta_Commentary
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Thats not khalisthani flag
Thats not khalisthani flag
Identity Attack0.029660052
Insult0.022190686
Profanity0.023379711
Threat0.008893564
Severe Toxicity0.0036239624
Low Tox 0.03781283 Low Con 0.166 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Thats not enough. It should be 0.
Thats not enough. It should be 0.
Identity Attack0.0032743104
Insult0.0113889
Profanity0.016547862
Threat0.010265815
Severe Toxicity0.001745224
Low Tox 0.036870047 Low Con 0.165 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
Thats a big idol.
Thats a big idol.
Identity Attack0.0056236745
Insult0.015644927
Profanity0.021945024
Threat0.008220384
Severe Toxicity0.0018310547
Low Tox 0.033334624 Moderate Con 0.389 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
0:16 Well, thats quite the opening statement.
0:16 Well, thats quite the opening statement.
Identity Attack0.006511623
Insult0.011084898
Profanity0.02119352
Threat0.00948907
Severe Toxicity0.0022029877
Low Tox 0.033334624 Moderate Con 0.351 Meta_Commentary
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like cashier thats y if u go tim hortons there all there fam
Identity Attack0.006511623
Insult0.015340924
Profanity0.012926984
Threat0.0062008454
Severe Toxicity0.001001358
Low Tox 0.031449065 Constructive 0.506 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are driving trucks , working in fast food places etc .....thats where they are !
They are driving trucks , working in fast food places etc .....thats where they are !
Identity Attack0.003348306
Insult0.01465692
Profanity0.010928668
Threat0.0063432488
Severe Toxicity0.0010633469
Low Tox 0.029327808 Moderate Con 0.418 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Wouldn’t even need to tell people what country they came from. Thats easy.
Wouldn’t even need to tell people what country they came from. Thats easy.
Identity Attack0.008657498
Insult0.011198899
Profanity0.012175481
Threat0.006433869
Severe Toxicity0.0009012222
Low Tox 0.028502874 Low Con 0.198
Sep 29, 2025 IRCC Names India in Study …
thats CaNDIA now
thats CaNDIA now
Identity Attack0.004236255
Insult0.010780896
Profanity0.020578653
Threat0.008129764
Severe Toxicity0.0018978119
Low Tox 0.028149333 Moderate Con 0.321 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Thats why we are in debt
Thats why we are in debt
Identity Attack0.0036997858
Insult0.011768902
Profanity0.01442999
Threat0.0062849927
Severe Toxicity0.0010347366
Low Tox 0.028149333 Low Con 0.253 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.