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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

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30,738 comments · Page 466 of 1230
Canada will soon become Khalistan 😂😂
Canada will soon become Khalistan 😂😂
Identity Attack0.3072352
Insult0.16480011
Profanity0.050930742
Threat0.013217449
Severe Toxicity0.014640691
Moderate 0.30502358 Low Con 0.114 Fear_Threat
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
India needs to be sanctioned.
India needs to be sanctioned.
Identity Attack0.36702603
Insult0.07523532
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.017868511
Moderate 0.30502358 Low Con 0.173
Oct 1, 2025 IRCC Names India in Study …
At the same rates that canadians who have given their lives NOT THE SAME. And Islam prohibits assimilation so just stop. Repayment give me a break, lol. MY CHILDREN WILL END UP PAYING. give your …
At the same rates that canadians who have given their lives NOT THE SAME. And Islam prohibits assimilation so just stop. Repayment give me a break, lol. MY CHILDREN WILL END UP PAYING. give your fairy tale to to someone else.
Identity Attack0.29188538
Insult0.14874944
Profanity0.023243073
Threat0.0100069
Severe Toxicity0.011138916
Moderate 0.30502358 Moderate Con 0.348
Jun 18, 2019 1 likes How much do refugees and …
Why do you do an accent while speaking English whenever u talk to forgien people. Your not helping them understand you any better and it just sounds annoying
Why do you do an accent while speaking English whenever u talk to forgien people. Your not helping them understand you any better and it just sounds annoying
Identity Attack0.050216515
Insult0.17237684
Profanity0.117874645
Threat0.007301235
Severe Toxicity0.008850098
Moderate 0.30502358 Moderate Con 0.308
Jan 27, 2026 Inside Canada's Indian Invasion...
They ruin the indians reputation that have assimilated into the canadian culture
They ruin the indians reputation that have assimilated into the canadian culture
Identity Attack0.37222284
Insult0.08533409
Profanity0.03915693
Threat0.014393489
Severe Toxicity0.00919342
Moderate 0.30502358 Low Con 0.242 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Identity Attack0.12556632
Insult0.24928534
Profanity0.024677763
Threat0.0130621
Severe Toxicity0.0073242188
Moderate 0.30502358 Moderate Con 0.336 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler sitting all cramped up in the car has me dying.
Tyler sitting all cramped up in the car has me dying.
Identity Attack0.009101473
Insult0.06921569
Profanity0.114160895
Threat0.28031203
Severe Toxicity0.012283325
Moderate 0.30502358 Moderate Con 0.383 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
Identity Attack0.02048012
Insult0.31740165
Profanity0.047674157
Threat0.007249452
Severe Toxicity0.0037765503
Moderate 0.30502358 Constructive 0.556
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
lol 1:01 dude in tanktop and black hat is homeless ? at least the shelter feeds him well..
lol 1:01 dude in tanktop and black hat is homeless ? at least the shelter feeds him well..
Identity Attack0.1232452
Insult0.10587067
Profanity0.10116278
Threat0.019746035
Severe Toxicity0.014705247
Moderate 0.30502358 Moderate Con 0.421 Humor_Satire
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and …
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and disrespectful. I hate going anywhere that attracts a lot of tourists. They feel entitled, most do not try to be more Canadian. If I went to another country I would respect their ways and culture.
Identity Attack0.27340925
Insult0.24928534
Profanity0.04592061
Threat0.039256934
Severe Toxicity0.010223389
Moderate 0.3048984 Constructive 0.623 Identity_Assertion
Jan 28, 2026 9 likes Inside Canada's Indian Invasion...
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Identity Attack0.3780483
Insult0.123407245
Profanity0.028503597
Threat0.019055385
Severe Toxicity0.013155893
Moderate 0.3048984 Moderate Con 0.494 Unverified_Claim
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Our forefathers died for this? Sickening, What's next, getting rid of remembrance Day?
Our forefathers died for this? Sickening, What's next, getting rid of remembrance Day?
Identity Attack0.014048826
Insult0.24928534
Profanity0.045670103
Threat0.0475118
Severe Toxicity0.00869751
Moderate 0.3048984 Low Con 0.274
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower …
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower taxes, bring down the deficit anything other then wasted money on this farce!!!
Identity Attack0.020178653
Insult0.1935001
Profanity0.25549942
Threat0.009126588
Severe Toxicity0.011749268
Moderate 0.3048984 Low Con 0.197 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and …
We need to take care of our own first. I am tempted by the threat of sharia law to be against Muslim people, although I realize that most are not bad but the radicals and their rate of reproducing scares me. We are losing Canada not just to trump but to the new immigrants. What should we do?
Identity Attack0.3817989
Insult0.08508729
Profanity0.020032106
Threat0.014566151
Severe Toxicity0.00869751
Moderate 0.3048984 Constructive 0.721 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Invasive species 😢
Invasive species 😢
Identity Attack0.23770751
Insult0.12521741
Profanity0.09486605
Threat0.022163315
Severe Toxicity0.023076924
Moderate 0.3048984 Moderate Con 0.41
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
European women don't have babies.
European women don't have babies.
Identity Attack0.36702603
Insult0.10587067
Profanity0.07805514
Threat0.0077672824
Severe Toxicity0.01159668
Moderate 0.3048984 Low Con 0.178 Unverified_Claim
Jun 17, 2025 1 likes How Canada broke its immigration …
Its crazy! Its cant work like that for décade ! If they dont pay tax !
Its crazy! Its cant work like that for décade ! If they dont pay tax !
Identity Attack0.0029043318
Insult0.26957804
Profanity0.07482228
Threat0.008181547
Severe Toxicity0.004501343
Moderate 0.3048984 Low Con 0.228 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
yup immigrant dont py taxes - homeless guy on steet
yup immigrant dont py taxes - homeless guy on steet
Identity Attack0.3043136
Insult0.16266862
Profanity0.02433617
Threat0.007961469
Severe Toxicity0.008163452
Moderate 0.3048984 Low Con 0.226
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
the orange vest guy was Tylers greatest wet dream come true lol
the orange vest guy was Tylers greatest wet dream come true lol
Identity Attack0.025404079
Insult0.110259406
Profanity0.16822512
Threat0.010472948
Severe Toxicity0.013543231
Moderate 0.3048984 Low Con 0.275 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …
Why the long face on the thumbnail 💀
Why the long face on the thumbnail 💀
Identity Attack0.023595277
Insult0.10294484
Profanity0.17566866
Threat0.019573374
Severe Toxicity0.017610285
Moderate 0.3048984 Moderate Con 0.313 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Identity Attack0.2816105
Insult0.15485314
Profanity0.078378424
Threat0.015774792
Severe Toxicity0.017739398
Moderate 0.3048984 Moderate Con 0.353 Identity_Assertion
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
Lol more indians in vancouver now
Lol more indians in vancouver now
Identity Attack0.36873037
Insult0.09855611
Profanity0.07482228
Threat0.009411395
Severe Toxicity0.01393057
Moderate 0.3048984 Low Con 0.254
Oct 6, 2025 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.