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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 #}

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Active: "But will you call an …" 741 comments · Page 28 of 30
Call Trump😂
Call Trump😂
Identity Attack0.004994711
Insult0.01890341
Profanity0.022696527
Threat0.009359611
Severe Toxicity0.0023651123
Low Tox 0.04760506 Moderate Con 0.303 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
We call it "Bramladesh" btw
We call it "Bramladesh" btw
Identity Attack0.020178653
Insult0.02618698
Profanity0.030890211
Threat0.009929225
Severe Toxicity0.004463196
Low Tox 0.04711028 Low Con 0.274 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
We call it Brambladesh
We call it Brambladesh
Identity Attack0.011173353
Insult0.017614283
Profanity0.026863953
Threat0.009799767
Severe Toxicity0.002784729
Low Tox 0.045873325 Low Con 0.279 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
C'mon, they're easy to find they all work in the fast food industry B.C is invaded with so-called temporary students
C'mon, they're easy to find they all work in the fast food industry B.C is invaded with so-called temporary students
Identity Attack0.008879486
Insult0.019741343
Profanity0.017094411
Threat0.0064079775
Severe Toxicity0.001335144
Low Tox 0.045625936 Moderate Con 0.358 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
IT's not called Bramladesh for no reason .
IT's not called Bramladesh for no reason .
Identity Attack0.011987305
Insult0.015872927
Profanity0.020100424
Threat0.007145886
Severe Toxicity0.0016117096
Low Tox 0.045378547 Low Con 0.178
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used for washrooms 😂
Identity Attack0.0034777985
Insult0.020063626
Profanity0.013029462
Threat0.006045496
Severe Toxicity0.001206398
Low Tox 0.045131154 Moderate Con 0.385 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
Identity Attack0.031206898
Insult0.013212911
Profanity0.027000591
Threat0.010576514
Severe Toxicity0.0032806396
Low Tox 0.044883765 Constructive 0.515 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
There’s a reason many Canadians call it “Bramladesh”
There’s a reason many Canadians call it “Bramladesh”
Identity Attack0.026609946
Insult0.018065477
Profanity0.013678487
Threat0.0065568537
Severe Toxicity0.0015163422
Low Tox 0.044388983 Low Con 0.261 Identity_Assertion
Sep 30, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
Identity Attack0.014149316
Insult0.018967867
Profanity0.011970525
Threat0.008103873
Severe Toxicity0.001335144
Low Tox 0.044141594 Constructive 0.632 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
It's called Karma, it keeps giving no matter how long.😅😅
It's called Karma, it keeps giving no matter how long.😅😅
Identity Attack0.0029783275
Insult0.014884921
Profanity0.017777596
Threat0.007754337
Severe Toxicity0.0017166138
Low Tox 0.043399423 Moderate Con 0.355 Humor_Satire
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. Also look at the ecnomics - they all work, they all take care of each other, and they all have strong communities who back them in times of need! The Anglos call this "lack of assimilation" but to them it is about surviving and then thriving.
Identity Attack0.026609946
Insult0.017936565
Profanity0.011577694
Threat0.0061878995
Severe Toxicity0.0012493134
Low Tox 0.04290464 Constructive 0.708
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed by like 6 months, they somehow remembered my name 😅 They weren't the brightest but I absolutely appreciate the respect they showed me, especially when they kept calling me Mr. FirstName.
Identity Attack0.029144434
Insult0.018001022
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0013637543
Low Tox 0.042657252 Constructive 0.755 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We in Ontario call it brown town
We in Ontario call it brown town
Identity Attack0.020781586
Insult0.016860934
Profanity0.0147374235
Threat0.007327127
Severe Toxicity0.001783371
Low Tox 0.042657252 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m a Canadian citizen sleeping in my Car, got exhausted of this situation 😔sending resumes days/nights no call back, became impossible to find a job/affordable housing it’s chaos
I’m a Canadian citizen sleeping in my Car, got exhausted of this situation 😔sending resumes days/nights no call back, became impossible to find a job/affordable housing it’s chaos
Identity Attack0.010655383
Insult0.01819439
Profanity0.011236101
Threat0.006641001
Severe Toxicity0.0012397766
Low Tox 0.04240986 Constructive 0.572
Sep 28, 2025 272 likes IRCC Names India in Study …
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common …
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common interface where everyone can interact and enjoy each other, not imposing their own "old country" culture, especially in public. We do this by cultivating social manners, empathy, intercultural awareness so that newcomers can be better employees, students, general citizens. What gets measured gets managed.
Identity Attack0.0233943
Insult0.017936565
Profanity0.0138151245
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.041172907 Constructive 0.679 Solidarity
Sep 18, 2025 Why Canadians Are Turning Against …
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when …
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when they hire someone from Canada, you stay on "temporary" status for years. After 2 or 3 years they move you to "temp full time" status and so on..... Most Canadians know this!
Identity Attack0.025806036
Insult0.015720926
Profanity0.01127026
Threat0.0065180166
Severe Toxicity0.0013542175
Low Tox 0.040430736 Constructive 0.525 Economic_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
lol….calling Brampton a metropolis 😂
lol….calling Brampton a metropolis 😂
Identity Attack0.006511623
Insult0.01961243
Profanity0.015386449
Threat0.0065050707
Severe Toxicity0.0017929077
Low Tox 0.03969839 Low Con 0.179
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It's called Bramledesh and has be called that for many years.
It's called Bramledesh and has be called that for many years.
Identity Attack0.011543332
Insult0.013858915
Profanity0.019212283
Threat0.008116818
Severe Toxicity0.0018596649
Low Tox 0.039226998 Moderate Con 0.347 Identity_Assertion
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That was a smart call. Even the activist was speechless, with no words to finesse the new system against the stronger country's policies on illegal immigration.
That was a smart call. Even the activist was speechless, with no words to finesse the new system against the stronger country's policies on illegal immigration.
Identity Attack0.01565665
Insult0.016784932
Profanity0.010433359
Threat0.0066086366
Severe Toxicity0.00084877014
Low Tox 0.038991302 Moderate Con 0.327
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Which project is called "Massive" 😂
Which project is called "Massive" 😂
Identity Attack0.002830336
Insult0.013174911
Profanity0.01887069
Threat0.0083886795
Severe Toxicity0.0021076202
Low Tox 0.037577134 Low Con 0.216 Humor_Satire
Jan 21, 2026 Why Canada’s immigration system has …
As someone from Toronto we call it "Brown Town"
As someone from Toronto we call it "Brown Town"
Identity Attack0.016259583
Insult0.016100928
Profanity0.012448754
Threat0.0072235605
Severe Toxicity0.0015544891
Low Tox 0.037105743 Moderate Con 0.447 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Us Torontonians call it BRAMledesh.
Us Torontonians call it BRAMledesh.
Identity Attack0.01656105
Insult0.016784932
Profanity0.017845914
Threat0.0070552654
Severe Toxicity0.0018596649
Low Tox 0.036870047 Moderate Con 0.334 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
We called it a selection now, not an election. You can picked any of the three main parties safely...they're all leftist anyway.
We called it a selection now, not an election. You can picked any of the three main parties safely...they're all leftist anyway.
Identity Attack0.012240025
Insult0.018581128
Profanity0.01174849
Threat0.0064985976
Severe Toxicity0.0010156631
Low Tox 0.036870047 Moderate Con 0.346
Aug 27, 2025 Why Canadians Are Turning Against …
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
Identity Attack0.005956655
Insult0.013326911
Profanity0.019348921
Threat0.011327368
Severe Toxicity0.0017738342
Low Tox 0.036634352 Constructive 0.537 Call_To_Action
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.