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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: "why does she just keep …" 628 comments · Page 23 of 26
Can't say it costs because keeping them here cost even more.
Can't say it costs because keeping them here cost even more.
Identity Attack0.006992595
Insult0.012072904
Profanity0.011782649
Threat0.007741391
Severe Toxicity0.0011920929
Low Tox 0.029799197 Moderate Con 0.313
Dec 28, 2025 2 likes Deportations From Canada at Their …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
Identity Attack0.0029413297
Insult0.01617693
Profanity0.010979908
Threat0.0064144502
Severe Toxicity0.00071525574
Low Tox 0.029563503 Constructive 0.57 Personal_Narrative
Feb 17, 2026 122 likes LILLEY UNLEASHED: The fall of …
And they keep voting liberal.
And they keep voting liberal.
Identity Attack0.010951365
Insult0.013820915
Profanity0.0108774295
Threat0.0064468146
Severe Toxicity0.0010871887
Low Tox 0.029445656 Low Con 0.175 Identity_Assertion
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this 15 times more seriously.
Identity Attack0.011321344
Insult0.013706914
Profanity0.010279642
Threat0.0065697995
Severe Toxicity0.0010490417
Low Tox 0.029327808 Constructive 0.658 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for what you do !
Identity Attack0.0071035884
Insult0.010894896
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0026130676
Low Tox 0.026617315 Constructive 0.629
Sep 19, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Might want to keep looking
Might want to keep looking
Identity Attack0.004439743
Insult0.011920903
Profanity0.017299367
Threat0.009100696
Severe Toxicity0.00166893
Low Tox 0.02638162 Moderate Con 0.363 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Isn't it fault of system? If you keep ur front door open and people break in your house, will you blame the people or yourself for keeping front gate open?
Identity Attack0.0024233595
Insult0.010628895
Profanity0.011543535
Threat0.008349842
Severe Toxicity0.0010490417
Low Tox 0.025910228 Moderate Con 0.333 Policy_Critique
Dec 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Identity Attack0.003366805
Insult0.012680908
Profanity0.011441057
Threat0.0068869707
Severe Toxicity0.0009727478
Low Tox 0.025792383 Low Con 0.287 Economic_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Identity Attack0.0025713511
Insult0.011882903
Profanity0.0118338885
Threat0.008401625
Severe Toxicity0.0011110306
Low Tox 0.025674535 Constructive 0.645 Solidarity
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
This is the best take I've ever seen. Great job keep them coming.
This is the best take I've ever seen. Great job keep them coming.
Identity Attack0.0042177555
Insult0.011046898
Profanity0.018119188
Threat0.009411395
Severe Toxicity0.0018978119
Low Tox 0.025556687 Moderate Con 0.476
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t …
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t cope with the higher numbers. Because of that our children and seniors are high risk for lower education and health care provision etc.
Identity Attack0.009619443
Insult0.011236899
Profanity0.00950252
Threat0.006045496
Severe Toxicity0.0008869171
Low Tox 0.02543884 Constructive 0.633 Policy_Critique
Jun 17, 2025 5 likes How Canada broke its immigration …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Good good keep it going, why stop there.
Good good keep it going, why stop there.
Identity Attack0.0028118372
Insult0.0105148945
Profanity0.014874061
Threat0.008492245
Severe Toxicity0.0012874603
Low Tox 0.024731753 Moderate Con 0.422 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
Love your channel , keep it up , stay safe
Love your channel , keep it up , stay safe
Identity Attack0.0073995716
Insult0.010020891
Profanity0.020578653
Threat0.010705971
Severe Toxicity0.002336502
Low Tox 0.02449606 Moderate Con 0.463
Jan 27, 2026 Inside Canada's Indian Invasion...
Keep up the good work you guys 💪
Keep up the good work you guys 💪
Identity Attack0.0055496786
Insult0.010552894
Profanity0.02167175
Threat0.009100696
Severe Toxicity0.00207901
Low Tox 0.023671126 Moderate Con 0.394 Solidarity
Feb 18, 2026 Canadian immigration officers investigating hundreds …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you are admitted to a nursing home.... or have to stay in the hospital waiting to get into a nursing home FACT
Identity Attack0.004920715
Insult0.013402912
Profanity0.009434202
Threat0.0060260775
Severe Toxicity0.0007247925
Low Tox 0.023553278 Moderate Con 0.389
May 18, 2018 How much do refugees and …
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Canada has become what it is today thanks in no small part to its former prime minister! Keep it up, Innada is waiting for you!
Identity Attack0.0053276913
Insult0.013744914
Profanity0.009622077
Threat0.0066151097
Severe Toxicity0.00091552734
Low Tox 0.02343543 Moderate Con 0.47 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Not if you avoid them all together. Please keep all Maple Magas in detention as long as you like Donny.
Not if you avoid them all together. Please keep all Maple Magas in detention as long as you like Donny.
Identity Attack0.00096917467
Insult0.0037217548
Profanity0.00008306157
Threat0.0073499694
Severe Toxicity0.000008818668
Low Tox 0.023419939 Humor_Satire
Dec 10, 2025
keep it up
keep it up
Identity Attack0.004402745
Insult0.010666896
Profanity0.018187506
Threat0.009411395
Severe Toxicity0.0018501282
Low Tox 0.023199737 Moderate Con 0.478
Dec 28, 2025 1 likes Deportations From Canada at Their …
Not enough. Keep going
Not enough. Keep going
Identity Attack0.0023863618
Insult0.011540901
Profanity0.0127561875
Threat0.00789674
Severe Toxicity0.0011348724
Low Tox 0.02308189 Moderate Con 0.346 Call_To_Action
Jan 5, 2026 New rules, regulations take effect …
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's …
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's to keep the site safe 😄 yet TESTER UP is exactly the same sort of app and you don't need id to withdraw. Be careful because I honestly think it's a data harvester under the guise of a game app.
Identity Attack0.0023031165
Insult0.010210892
Profanity0.013268576
Threat0.007521313
Severe Toxicity0.0009822845
Low Tox 0.022728346 Constructive 0.718 Advertisement_Spam
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.