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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 788 of 1230
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Identity Attack0.068465814
Insult0.030154925
Profanity0.01174849
Threat0.008712323
Severe Toxicity0.0024414062
Low Tox 0.11057663 Constructive 0.536 Call_To_Action
Jan 27, 2026 34 likes Inside Canada's Indian Invasion...
All of these immigration officers are from different origins all these ministers are giving favour to their home countries
All of these immigration officers are from different origins all these ministers are giving favour to their home countries
Identity Attack0.07508347
Insult0.028281843
Profanity0.014361672
Threat0.0061878995
Severe Toxicity0.0024223328
Low Tox 0.11057663 Low Con 0.179
Sep 30, 2025 1 likes IRCC Names India in Study …
WE ARE GONNA BRING MORE AND MORE HAHAHAHAH
WE ARE GONNA BRING MORE AND MORE HAHAHAHAH
Identity Attack0.013244915
Insult0.019999169
Profanity0.047173142
Threat0.014393489
Severe Toxicity0.0073242188
Low Tox 0.11057663 Low Con 0.184 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
Identity Attack0.099072486
Insult0.027730936
Profanity0.012414595
Threat0.006272047
Severe Toxicity0.00207901
Low Tox 0.11057663 Constructive 0.591
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Looking like all people who are commenting here are natives..
Looking like all people who are commenting here are natives..
Identity Attack0.06340405
Insult0.030816011
Profanity0.018529098
Threat0.0068869707
Severe Toxicity0.0026130676
Low Tox 0.11057663 Low Con 0.258
Jan 18, 2026 2.9 million Canadian temporary visas …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next to you to steal from you and no way you can get a seat which is really convenient when the bus brakes in an emergency and it's especially convenient when people have health problems standing for long periods of time on top of the time they spend standing at work ... packing people on buses is a human rights violation in some places around the world ... the government in Canada is mostly irresponsible and I'm not getting any happier myself for what the government is doing to everyone
Identity Attack0.0053276913
Insult0.0573046
Profanity0.021808386
Threat0.008738215
Severe Toxicity0.0026130676
Low Tox 0.11057663 Constructive 0.654
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
Identity Attack0.08583717
Insult0.026702631
Profanity0.02932342
Threat0.01119791
Severe Toxicity0.0041389465
Low Tox 0.11057663 Constructive 0.632 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1.5 Billion Indians want your parking spot.
1.5 Billion Indians want your parking spot.
Identity Attack0.07508347
Insult0.025026767
Profanity0.018734055
Threat0.00823333
Severe Toxicity0.0028419495
Low Tox 0.11057663 Low Con 0.157
Jan 27, 2026 Inside Canada's Indian Invasion...
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and …
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and importing such a massive number so quickly means we are far more likely to see those cultures bumping up against each other, rather than giving them a chance to assimilate and blend. Like any good cook, I know if you try to add the eggs too quickly and in too much of a hurry, you get scrambled eggs in weak sauce, not a thick creamy custard. Same principle applies to immigration. We need to give people the time and chance to learn and absorb our culture and values, else we end up with ghettos and a weakened society.
Identity Attack0.07921951
Insult0.034672357
Profanity0.020032106
Threat0.008401625
Severe Toxicity0.0031852722
Low Tox 0.11057663 Constructive 0.775 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD DAYS ARE COMING . Cheers!
Identity Attack0.057492398
Insult0.023995465
Profanity0.013439372
Threat0.00967031
Severe Toxicity0.0037384033
Low Tox 0.11057663 Constructive 0.567 Policy_Critique
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their future voters
Identity Attack0.019776696
Insult0.039444692
Profanity0.014566627
Threat0.01086132
Severe Toxicity0.0024604797
Low Tox 0.11057663 Low Con 0.2
Oct 3, 2025 2 likes IRCC Names India in Study …
IT IS ONLY 2 parties TO BLAME: LIBERALS AND NDP... MULTICULARIMS DOES NOT WORK... NO WHERE..
IT IS ONLY 2 parties TO BLAME: LIBERALS AND NDP... MULTICULARIMS DOES NOT WORK... NO WHERE..
Identity Attack0.017967897
Insult0.04383647
Profanity0.012277958
Threat0.0066151097
Severe Toxicity0.0019741058
Low Tox 0.11057663 Low Con 0.213 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Identity Attack0.011839314
Insult0.036545437
Profanity0.022559889
Threat0.01750142
Severe Toxicity0.0023460388
Low Tox 0.11057663 Low Con 0.296
Dec 28, 2025 Deportations From Canada at Their …
The huge problem created by Liberal government doesn’t have precedent!
The huge problem created by Liberal government doesn’t have precedent!
Identity Attack0.019977676
Insult0.04207976
Profanity0.012107162
Threat0.0069387536
Severe Toxicity0.001783371
Low Tox 0.11057663 Low Con 0.182
Oct 1, 2025 2 likes IRCC Names India in Study …
We need to speed up the deportation 100,000 per month.
We need to speed up the deportation 100,000 per month.
Identity Attack0.049761772
Insult0.017012933
Profanity0.013131939
Threat0.013528148
Severe Toxicity0.0030899048
Low Tox 0.11057663 Moderate Con 0.35 Call_To_Action
Dec 25, 2025 275 likes Deportations From Canada at Their …
welcome to CANINDIAN😂
welcome to CANINDIAN😂
Identity Attack0.057037655
Insult0.029383656
Profanity0.05017922
Threat0.009825659
Severe Toxicity0.0065612793
Low Tox 0.11057663 Moderate Con 0.394
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Introduce them to trains
Introduce them to trains
Identity Attack0.011469335
Insult0.02373764
Profanity0.028093686
Threat0.048158366
Severe Toxicity0.005607605
Low Tox 0.11057663 Moderate Con 0.301 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian immigrant here: are immigration system is broken and needs to be fixed.
Canadian immigrant here: are immigration system is broken and needs to be fixed.
Identity Attack0.08087392
Insult0.02567133
Profanity0.011902207
Threat0.0075083673
Severe Toxicity0.0022506714
Low Tox 0.11057663 Constructive 0.53 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
what a joke
what a joke
Identity Attack0.0032743104
Insult0.035443626
Profanity0.026317406
Threat0.00666042
Severe Toxicity0.0020694733
Low Tox 0.11057663 Moderate Con 0.357 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They must be stopped to dominate. Dont leave your beautiful city for new comers please!
They must be stopped to dominate. Dont leave your beautiful city for new comers please!
Identity Attack0.039714564
Insult0.028942931
Profanity0.014566627
Threat0.011430934
Severe Toxicity0.0028419495
Low Tox 0.11057663 Moderate Con 0.337 Fear_Threat
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Need to stop Immigration till infrastructure can catch up .Trudeau made a mess with Immigration.
Need to stop Immigration till infrastructure can catch up .Trudeau made a mess with Immigration.
Identity Attack0.038683333
Insult0.033460364
Profanity0.012482914
Threat0.007909686
Severe Toxicity0.0020980835
Low Tox 0.11057663 Low Con 0.251
Jan 5, 2026 1 likes New rules, regulations take effect …
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Identity Attack0.016159095
Insult0.0314771
Profanity0.036401358
Threat0.008634649
Severe Toxicity0.0035095215
Low Tox 0.11057663 Low Con 0.196 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Welcome to the Liberal's Canada. We're cooked!
Welcome to the Liberal's Canada. We're cooked!
Identity Attack0.036105253
Insult0.034341812
Profanity0.0166845
Threat0.008039144
Severe Toxicity0.0032043457
Low Tox 0.11057663 Low Con 0.241 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Liberals are very adept at breaking things that already work well.
Liberals are very adept at breaking things that already work well.
Identity Attack0.037394293
Insult0.039444692
Profanity0.017504321
Threat0.008505191
Severe Toxicity0.0023269653
Low Tox 0.11057663 Low Con 0.164 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The guy with the vest an helment was the star of this video. 😂
The guy with the vest an helment was the star of this video. 😂
Identity Attack0.011173353
Insult0.027841117
Profanity0.038906425
Threat0.010913103
Severe Toxicity0.004825592
Low Tox 0.11057663 Low Con 0.272 Humor_Satire
Jan 29, 2026 1 likes 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.