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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

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30,738 comments · Page 831 of 1230
If you do not have coverage from your company you have to pay but refugees get free
If you do not have coverage from your company you have to pay but refugees get free
Identity Attack0.056582913
Insult0.019483518
Profanity0.016479544
Threat0.0076766624
Severe Toxicity0.0021839142
Low Tox 0.09568449 Moderate Con 0.346 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
here to contribute to quebec🚫 Chant quoran in front of churches and pray in streets ✅️ Take your taqiya with you.
here to contribute to quebec🚫 Chant quoran in front of churches and pray in streets ✅️ Take your taqiya with you.
Identity Attack0.055218685
Insult0.0233509
Profanity0.014225035
Threat0.010680079
Severe Toxicity0.004043579
Low Tox 0.09568449 Low Con 0.276
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Immigration consultants want more immigration. Wow.
Immigration consultants want more immigration. Wow.
Identity Attack0.04641757
Insult0.021288296
Profanity0.01261955
Threat0.006382086
Severe Toxicity0.0019073486
Low Tox 0.09568449 Low Con 0.221 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
bla,bla,bla et rien, canada besoin le loi C-4 très facile.
bla,bla,bla et rien, canada besoin le loi C-4 très facile.
Identity Attack0.008102531
Insult0.061451588
Profanity0.014293353
Threat0.0066151097
Severe Toxicity0.0030899048
Low Tox 0.09568449 Low Con 0.196 Policy_Critique
Oct 14, 2025 1 likes IRCC Names India in Study …
Living around them makes you not want leave your home. It's that bad.
Living around them makes you not want leave your home. It's that bad.
Identity Attack0.008583503
Insult0.02657372
Profanity0.016889455
Threat0.008634649
Severe Toxicity0.0018405914
Low Tox 0.09568449 Moderate Con 0.418 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Identity Attack0.055673428
Insult0.023221988
Profanity0.011577694
Threat0.006550381
Severe Toxicity0.0015640259
Low Tox 0.09568449 Low Con 0.278
Sep 28, 2025 141 likes IRCC Names India in Study …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is the WEF playground.
Canada is the WEF playground.
Identity Attack0.047190998
Insult0.0314771
Profanity0.017026093
Threat0.0074306927
Severe Toxicity0.0028800964
Low Tox 0.09568449 Low Con 0.098 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They brought up with mindset of conquer, snap and grab everything whatever come their way
They brought up with mindset of conquer, snap and grab everything whatever come their way
Identity Attack0.00847251
Insult0.025026767
Profanity0.029460056
Threat0.012958534
Severe Toxicity0.0030899048
Low Tox 0.09568449 Low Con 0.159 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals and that Explains So Much about the Bad Marriage from the beginning...
Identity Attack0.016862517
Insult0.03489272
Profanity0.012892825
Threat0.0064985976
Severe Toxicity0.0015830994
Low Tox 0.09525062 Moderate Con 0.446 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
the guyy on the bike!!! just talking truthhh lololololol so honestly lol.
the guyy on the bike!!! just talking truthhh lololololol so honestly lol.
Identity Attack0.003607291
Insult0.029163294
Profanity0.021398475
Threat0.007857903
Severe Toxicity0.0027275085
Low Tox 0.09525062 Moderate Con 0.397 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You choose to go to a French speaking area so you should learn French. As simple as that
You choose to go to a French speaking area so you should learn French. As simple as that
Identity Attack0.028016793
Insult0.025026767
Profanity0.017982552
Threat0.0070164283
Severe Toxicity0.0022125244
Low Tox 0.09525062 Low Con 0.262 Policy_Critique
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Send em back
Send em back
Identity Attack0.008324518
Insult0.024382202
Profanity0.028913507
Threat0.044925548
Severe Toxicity0.0039863586
Low Tox 0.09525062 Moderate Con 0.355
Jan 27, 2026 Inside Canada's Indian Invasion...
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
4:50 might be the funniest part of this vdieo 😂😂😂😂
4:50 might be the funniest part of this vdieo 😂😂😂😂
Identity Attack0.00828752
Insult0.019419061
Profanity0.041160982
Threat0.012026439
Severe Toxicity0.005722046
Low Tox 0.09525062 Low Con 0.232 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I want to see the conservatives just startbto snap on these interviews
I want to see the conservatives just startbto snap on these interviews
Identity Attack0.014350293
Insult0.02173949
Profanity0.026454043
Threat0.022335978
Severe Toxicity0.002632141
Low Tox 0.09525062 Low Con 0.287 Call_To_Action
Feb 24, 2026 'We do know that there's …
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
Identity Attack0.0068076057
Insult0.025413504
Profanity0.018665737
Threat0.0070552654
Severe Toxicity0.0018978119
Low Tox 0.09525062 Moderate Con 0.456 Unverified_Claim
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Identity Attack0.06476828
Insult0.031036375
Profanity0.015693882
Threat0.007948523
Severe Toxicity0.0037765503
Low Tox 0.09525062 Low Con 0.255 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Domestic crime has gotten really bad in Brampton
Domestic crime has gotten really bad in Brampton
Identity Attack0.027011903
Insult0.02173949
Profanity0.019758832
Threat0.0100069
Severe Toxicity0.0024318695
Low Tox 0.09525062 Moderate Con 0.337
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
Identity Attack0.02037963
Insult0.027730936
Profanity0.02126184
Threat0.007353018
Severe Toxicity0.0017642975
Low Tox 0.09525062 Constructive 0.588 Fear_Threat
Oct 7, 2025 96 likes Inside Canada's Indian Metropolis (Brampton)
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Identity Attack0.10221587
Insult0.021159383
Profanity0.01261955
Threat0.0064144502
Severe Toxicity0.0018405914
Low Tox 0.09525062 Moderate Con 0.317 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
296 out of Millions- what a 🤬 joke
296 out of Millions- what a 🤬 joke
Identity Attack0.0034962974
Insult0.03511308
Profanity0.025770858
Threat0.0066668927
Severe Toxicity0.00207901
Low Tox 0.09525062 Low Con 0.171 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada wanted cheap labour and when the cheap labours are here they now need class. Remember you needed "cheap" labour in the first place.
Canada wanted cheap labour and when the cheap labours are here they now need class. Remember you needed "cheap" labour in the first place.
Identity Attack0.025605056
Insult0.039151907
Profanity0.011150704
Threat0.005825418
Severe Toxicity0.0013446808
Low Tox 0.09525062 Low Con 0.3 Policy_Critique
Jan 28, 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.