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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: "Has there ever been a …" 366 comments · Page 13 of 15
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
3:55 that was the nicest looking homeless shelter I have ever seen
3:55 that was the nicest looking homeless shelter I have ever seen
Identity Attack0.012061302
Insult0.018001022
Profanity0.022628209
Threat0.00899713
Severe Toxicity0.004081726
Low Tox 0.0665887 Moderate Con 0.43
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …
Solve the problems in your country that’s the best investment that you can ever make in your life
Solve the problems in your country that’s the best investment that you can ever make in your life
Identity Attack0.014149316
Insult0.01632893
Profanity0.015830519
Threat0.009463178
Severe Toxicity0.00289917
Low Tox 0.06421452 Low Con 0.253 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do any of these. Say what you want about Donald Trump but HE GETS THINGS DONE!! Says he's gonna get control of immigration, he gets control. Gonna drill baby drill. He drills. Get trade deals, he gets trade deals. God bless America God bless Donald Trump
Identity Attack0.014249804
Insult0.023028618
Profanity0.012175481
Threat0.00814271
Severe Toxicity0.0024414062
Low Tox 0.063423134 Constructive 0.557 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
The best news ever too many homeless Canadians old and young 😢😢😢😢😢😢😢😢
The best news ever too many homeless Canadians old and young 😢😢😢😢😢😢😢😢
Identity Attack0.029660052
Insult0.019547975
Profanity0.010365041
Threat0.0072106146
Severe Toxicity0.0024414062
Low Tox 0.062236045 Moderate Con 0.491
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
Identity Attack0.05089863
Insult0.015796926
Profanity0.023652986
Threat0.007961469
Severe Toxicity0.0030326843
Low Tox 0.059232414 Constructive 0.643
Oct 12, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Identity Attack0.0037737815
Insult0.025542418
Profanity0.015557245
Threat0.0068028234
Severe Toxicity0.0013160706
Low Tox 0.05799546 Moderate Con 0.4
Sep 29, 2025 IRCC Names India in Study …
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...
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …
There is nothing that Kenny has said or will ever say that provides a reason to respect him...
There is nothing that Kenny has said or will ever say that provides a reason to respect him...
Identity Attack0.0024788564
Insult0.025800243
Profanity0.010706633
Threat0.006136116
Severe Toxicity0.00092983246
Low Tox 0.05378982 Low Con 0.236 Meta_Commentary
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
We are so deep into the Rabbit Hole, how will we ever recover and return to the Golden Years??
We are so deep into the Rabbit Hole, how will we ever recover and return to the Golden Years??
Identity Attack0.0045507364
Insult0.020643732
Profanity0.022423252
Threat0.0071070488
Severe Toxicity0.001783371
Low Tox 0.05304765 Moderate Con 0.33
Aug 25, 2025 Why Canadians Are Turning Against …
Bike guy should run for office. He'd be the most honest man ever running
Bike guy should run for office. He'd be the most honest man ever running
Identity Attack0.006363631
Insult0.02373764
Profanity0.0147374235
Threat0.0071717775
Severe Toxicity0.0012493134
Low Tox 0.049336795 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
CBC is the liberal channel. Have any liberals ever told you anything truthfully. CBC only lets you hear and see what the liberals want you to.
CBC is the liberal channel. Have any liberals ever told you anything truthfully. CBC only lets you hear and see what the liberals want you to.
Identity Attack0.012943448
Insult0.022448512
Profanity0.011680172
Threat0.0067769317
Severe Toxicity0.0011539459
Low Tox 0.049336795 Low Con 0.212
Aug 12, 2018 How much do refugees and …
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
Identity Attack0.00984143
Insult0.013934915
Profanity0.027273865
Threat0.012026439
Severe Toxicity0.0041007996
Low Tox 0.048594624 Constructive 0.552 Meta_Commentary
Jul 30, 2025 3 likes Canadian Citizenship Test 2025 – …
Too many to ever remove effectively ? 🤔
Too many to ever remove effectively ? 🤔
Identity Attack0.0036997858
Insult0.012110904
Profanity0.014156717
Threat0.022335978
Severe Toxicity0.0018501282
Low Tox 0.04711028 Low Con 0.234 Question
Jan 2, 2026 IRCC Names India in Study …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Do you ever plan to come to Russia?
Do you ever plan to come to Russia?
Identity Attack0.019073274
Insult0.013174911
Profanity0.015318131
Threat0.0076637166
Severe Toxicity0.0016117096
Low Tox 0.044388983 Moderate Con 0.306 Question
Feb 8, 2026 Inside Canada's Indian Invasion...
Wonderful the liberals are helping everyone, said no one ever
Wonderful the liberals are helping everyone, said no one ever
Identity Attack0.015053716
Insult0.017936565
Profanity0.013951761
Threat0.0066927844
Severe Toxicity0.0012302399
Low Tox 0.043646812 Low Con 0.295 Humor_Satire
Jan 11, 2026 Canada’s new rules in 2026
"YA YA YA" - Every Indian Ever.
"YA YA YA" - Every Indian Ever.
Identity Attack0.033269364
Insult0.017872108
Profanity0.0166845
Threat0.008052089
Severe Toxicity0.003528595
Low Tox 0.04290464 Low Con 0.276 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Vassi is asking for facts while Michelle is offering feelings. Boy, does this ever sound familiar…
Vassi is asking for facts while Michelle is offering feelings. Boy, does this ever sound familiar…
Identity Attack0.0024233595
Insult0.02373764
Profanity0.010809111
Threat0.006045496
Severe Toxicity0.0008010864
Low Tox 0.04240986 Low Con 0.256 Meta_Commentary
Feb 24, 2026 2 likes 'We do know that there's …
Guy on the bike would be the best co-worker ever
Guy on the bike would be the best co-worker ever
Identity Attack0.0052906936
Insult0.01648093
Profanity0.016479544
Threat0.0086087575
Severe Toxicity0.0021362305
Low Tox 0.04240986 Low Con 0.283 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂 some of the best most honest interviews I’ve ever seen
😂😂 some of the best most honest interviews I’ve ever seen
Identity Attack0.0056236745
Insult0.014428918
Profanity0.024541125
Threat0.0074824756
Severe Toxicity0.0024986267
Low Tox 0.041915078 Moderate Con 0.443 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Identity Attack0.015053716
Insult0.015264924
Profanity0.017777596
Threat0.00746953
Severe Toxicity0.0015163422
Low Tox 0.041172907 Low Con 0.29 Question
Jan 27, 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.