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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 821 of 1230
The bike guy is speaking fax
The bike guy is speaking fax
Identity Attack0.008028535
Insult0.036214896
Profanity0.030639706
Threat0.007598988
Severe Toxicity0.0026893616
Low Tox 0.09958932 Low Con 0.264 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The legal cartel in Canada is the one of the reason for the immigration system failure.
The legal cartel in Canada is the one of the reason for the immigration system failure.
Identity Attack0.04538634
Insult0.03136692
Profanity0.01220964
Threat0.0064985976
Severe Toxicity0.00166893
Low Tox 0.09958932 Low Con 0.186 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
God its almost like large, unassimilated populations to a country... is NOT liked by the current population.
God its almost like large, unassimilated populations to a country... is NOT liked by the current population.
Identity Attack0.036105253
Insult0.022577424
Profanity0.020646973
Threat0.006699257
Severe Toxicity0.0026512146
Low Tox 0.09958932 Moderate Con 0.318 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Wow, this is outrageous.
Wow, this is outrageous.
Identity Attack0.0031818156
Insult0.032138187
Profanity0.023243073
Threat0.007417747
Severe Toxicity0.0018501282
Low Tox 0.09915545 Moderate Con 0.302
Oct 1, 2025 IRCC Names India in Study …
Bike guy for president?
Bike guy for president?
Identity Attack0.0061046463
Insult0.04149419
Profanity0.016821137
Threat0.007417747
Severe Toxicity0.0018692017
Low Tox 0.09915545 Moderate Con 0.336 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians are being replaced by the CCP funded liberal government
Canadians are being replaced by the CCP funded liberal government
Identity Attack0.052035484
Insult0.027841117
Profanity0.013268576
Threat0.0078449575
Severe Toxicity0.0022888184
Low Tox 0.09915545 Low Con 0.115
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
What happened when the british tookover India? did they assimilate? pay indian taxes? they exported the wealth to build britian. The reverse is happening now. That's it. It's what has always happened.
What happened when the british tookover India? did they assimilate? pay indian taxes? they exported the wealth to build britian. The reverse is happening now. That's it. It's what has always happened.
Identity Attack0.0775651
Insult0.022061773
Profanity0.0137468055
Threat0.0074824756
Severe Toxicity0.0024318695
Low Tox 0.09915545 Low Con 0.3
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as …
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as uber drivers and/or food delivery or some minimum wage job. I have a lot of 1st gen indo-canadian friends and even they admit that this uncontrolled immigration is hurting their image
Identity Attack0.07921951
Insult0.026315894
Profanity0.0117997285
Threat0.0063432488
Severe Toxicity0.0017356873
Low Tox 0.09915545 Constructive 0.707 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
Identity Attack0.083355546
Insult0.022448512
Profanity0.024814399
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.09915545 Constructive 0.549
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not every Indian knows where Bombay is, but everyone in India knows where Brampton is.
Not every Indian knows where Bombay is, but everyone in India knows where Brampton is.
Identity Attack0.07591068
Insult0.022448512
Profanity0.025087673
Threat0.010472948
Severe Toxicity0.0034332275
Low Tox 0.09915545 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Now brampton worship idols back then it worshiped true living God Jesus Christ ✝️
Now brampton worship idols back then it worshiped true living God Jesus Christ ✝️
Identity Attack0.04203484
Insult0.026444806
Profanity0.02119352
Threat0.008168601
Severe Toxicity0.004119873
Low Tox 0.09915545 Low Con 0.299 Identity_Assertion
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
the guy on the bike was on smthn bruh 😭
the guy on the bike was on smthn bruh 😭
Identity Attack0.0068076057
Insult0.025800243
Profanity0.04366605
Threat0.010162249
Severe Toxicity0.0038528442
Low Tox 0.09915545 Moderate Con 0.314 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
3.5 million Indians living In Canda that's 1 in 10 😮
3.5 million Indians living In Canda that's 1 in 10 😮
Identity Attack0.06704199
Insult0.022384055
Profanity0.022764845
Threat0.00823333
Severe Toxicity0.0038909912
Low Tox 0.09915545 Moderate Con 0.324
Oct 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is Canada. In Canada, Canadian flag only. Other flags must be removed.
This is Canada. In Canada, Canadian flag only. Other flags must be removed.
Identity Attack0.07673789
Insult0.018838953
Profanity0.012482914
Threat0.013631714
Severe Toxicity0.0030708313
Low Tox 0.09915545 Low Con 0.193 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
YESSSS THANK YOU FOR EXPOSING
YESSSS THANK YOU FOR EXPOSING
Identity Attack0.0071035884
Insult0.02373764
Profanity0.032894265
Threat0.009799767
Severe Toxicity0.004825592
Low Tox 0.09915545 Moderate Con 0.354 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
Identity Attack0.043581683
Insult0.027476108
Profanity0.017094411
Threat0.006550381
Severe Toxicity0.0023937225
Low Tox 0.09915545 Low Con 0.191
Oct 22, 2018 How much do refugees and …
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Identity Attack0.057492398
Insult0.020837102
Profanity0.01846078
Threat0.0076766624
Severe Toxicity0.0024986267
Low Tox 0.09915545 Moderate Con 0.459 Comparative_Framing
Feb 14, 2026 4 likes Inside Canada's Indian Invasion...
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly …
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly supported by those who do not live in india.
Identity Attack0.07508347
Insult0.021803947
Profanity0.020168742
Threat0.01052473
Severe Toxicity0.0031280518
Low Tox 0.09915545 Moderate Con 0.38 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Identity Attack0.050671257
Insult0.028281843
Profanity0.010945748
Threat0.008181547
Severe Toxicity0.0022411346
Low Tox 0.09915545 Constructive 0.538 Economic_Argument
Jan 12, 2026 2 likes Canada’s new rules in 2026
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
Identity Attack0.026007013
Insult0.029934563
Profanity0.027410502
Threat0.0071847234
Severe Toxicity0.0023651123
Low Tox 0.09915545 Low Con 0.165 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those …
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those immigrants to build our infrastructure just like we did in the 50s and 60s
Identity Attack0.053854458
Insult0.02657372
Profanity0.0118338885
Threat0.007029374
Severe Toxicity0.001964569
Low Tox 0.09915545 Moderate Con 0.493
Jun 18, 2025 1 likes How Canada broke its immigration …
How do we speak up when they use force on Canadians look at freedom convoy Canadians are in jail we are not passive at all.
How do we speak up when they use force on Canadians look at freedom convoy Canadians are in jail we are not passive at all.
Identity Attack0.047448806
Insult0.02708937
Profanity0.012482914
Threat0.01052473
Severe Toxicity0.0023937225
Low Tox 0.09915545 Constructive 0.567
Aug 25, 2025 Why Canadians Are Turning Against …
It’s just a news come and go , all politicians are sleeping including Canadians
It’s just a news come and go , all politicians are sleeping including Canadians
Identity Attack0.030433474
Insult0.033019636
Profanity0.012073003
Threat0.0078449575
Severe Toxicity0.0018119812
Low Tox 0.09915545 Low Con 0.133
Sep 28, 2025 IRCC Names India in Study …
More LGBTQ will help with population growth. No?
More LGBTQ will help with population growth. No?
Identity Attack0.09410924
Insult0.016632931
Profanity0.014088398
Threat0.0067445673
Severe Toxicity0.0020885468
Low Tox 0.09915545 Low Con 0.202 Question
Jan 21, 2026 2.9 million Canadian temporary visas …
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They …
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They seek illegal to hire them and make the owners of the business responsible.
Identity Attack0.018269362
Insult0.026831545
Profanity0.012585391
Threat0.013424582
Severe Toxicity0.0026893616
Low Tox 0.09915545 Low Con 0.283
Sep 29, 2025 IRCC Names India in Study …

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.