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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 1008 of 1230
"Brampton drivers" - do we put this on the jogger list or is this a new list?
"Brampton drivers" - do we put this on the jogger list or is this a new list?
Identity Attack0.0033298072
Insult0.018452216
Profanity0.0118680475
Threat0.007145886
Severe Toxicity0.0011539459
Low Tox 0.034748793 Moderate Con 0.317 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Identity Attack0.00569767
Insult0.017420914
Profanity0.0137468055
Threat0.006738094
Severe Toxicity0.0011825562
Low Tox 0.034748793 Low Con 0.259 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is done
Canada is done
Identity Attack0.010433395
Insult0.013250912
Profanity0.01627459
Threat0.008492245
Severe Toxicity0.0019550323
Low Tox 0.034748793 Moderate Con 0.333 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't care if it costs us 10 billion dollars
Don't care if it costs us 10 billion dollars
Identity Attack0.00258985
Insult0.013668913
Profanity0.016821137
Threat0.0069516995
Severe Toxicity0.0012111664
Low Tox 0.034748793 Low Con 0.172 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
Crusade crusade crusade
Crusade crusade crusade
Identity Attack0.0056236745
Insult0.012110904
Profanity0.020783609
Threat0.009592636
Severe Toxicity0.0024795532
Low Tox 0.034748793 Moderate Con 0.391
Nov 24, 2025 Why Canadians Are Turning Against …
They have no respect for the environment or natural resources either.
They have no respect for the environment or natural resources either.
Identity Attack0.0051427023
Insult0.01632893
Profanity0.011219022
Threat0.0059969495
Severe Toxicity0.00071525574
Low Tox 0.034748793 Low Con 0.209
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Black Canadians of African origin (2nd gen) vs non-racialized Canadians, ages 25–54: • High school diploma (or equivalent): Black about 96% vs non-racialized about 94% • Any postsecondary credential: Black about 74% vs non-racialized about …
Black Canadians of African origin (2nd gen) vs non-racialized Canadians, ages 25–54: • High school diploma (or equivalent): Black about 96% vs non-racialized about 94% • Any postsecondary credential: Black about 74% vs non-racialized about 73% • Bachelor’s degree or higher: Black about 48% vs non-racialized about 38% • Women, bachelor’s degree or higher: Black 57% vs non-racialized 41% Source: StatsCan, 2021 Census
Identity Attack0.060675595
Insult0.012870909
Profanity0.013644327
Threat0.0066927844
Severe Toxicity0.0019264221
Low Tox 0.034748793 Moderate Con 0.377 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
How about the chinese
How about the chinese
Identity Attack0.026007013
Insult0.011046898
Profanity0.017914234
Threat0.007974415
Severe Toxicity0.0018024445
Low Tox 0.034748793 Low Con 0.299 Question
Feb 10, 2026 Inside Canada's Indian Invasion...
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope Canadians get to live the way they want.
Identity Attack0.024198212
Insult0.012452906
Profanity0.012141321
Threat0.0066215824
Severe Toxicity0.0014209747
Low Tox 0.034748793 Constructive 0.744 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Identity Attack0.0021052153
Insult0.002611604
Profanity0.00045627786
Threat0.014628023
Severe Toxicity0.000018632369
Low Tox 0.034747977 Humor_Satire
Apr 13, 2025
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
Identity Attack0.027011903
Insult0.011920903
Profanity0.01620627
Threat0.007145886
Severe Toxicity0.0018787384
Low Tox 0.034513097 Constructive 0.506 Solidarity
Feb 11, 2026 Inside Canada's Indian Invasion...
Its quite wild that the driving issues stayed the same
Its quite wild that the driving issues stayed the same
Identity Attack0.003366805
Insult0.014580919
Profanity0.015488927
Threat0.007624879
Severe Toxicity0.0012874603
Low Tox 0.034513097 Low Con 0.25
Jan 27, 2026 Inside Canada's Indian Invasion...
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Lets talk about the homeless demographics!!!! And the expolsion of tbe number of CANADIANS LIVING HOMELESS IN THE LAST 5 YEARS
Identity Attack0.014852738
Insult0.013592913
Profanity0.009545219
Threat0.006835188
Severe Toxicity0.0013160706
Low Tox 0.034513097 Moderate Con 0.37 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
She’s was told to let whoever into Canada as long as they vote liberal
She’s was told to let whoever into Canada as long as they vote liberal
Identity Attack0.017264472
Insult0.012794908
Profanity0.011475217
Threat0.0067316215
Severe Toxicity0.0010728836
Low Tox 0.034513097 Low Con 0.233 Unverified_Claim
Feb 26, 2026 292 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Where you at Wes Jett. Your countrymen need you
Where you at Wes Jett. Your countrymen need you
Identity Attack0.0062526376
Insult0.015340924
Profanity0.01265371
Threat0.0074954215
Severe Toxicity0.0015735626
Low Tox 0.034513097 Moderate Con 0.394 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Reimmigration
Reimmigration
Identity Attack0.016963007
Insult0.011046898
Profanity0.014942379
Threat0.00713294
Severe Toxicity0.002155304
Low Tox 0.034513097 Moderate Con 0.404 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
they're all liberal votes
they're all liberal votes
Identity Attack0.016058605
Insult0.0154929245
Profanity0.01764096
Threat0.0071847234
Severe Toxicity0.0015735626
Low Tox 0.034513097 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
Identity Attack0.0031263188
Insult0.016708933
Profanity0.011765569
Threat0.007094103
Severe Toxicity0.00093460083
Low Tox 0.034513097 Moderate Con 0.386 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
They dont want to be citizens. They just want to enjoy the rights of citizens and live with citizens.
They dont want to be citizens. They just want to enjoy the rights of citizens and live with citizens.
Identity Attack0.009434453
Insult0.013858915
Profanity0.010979908
Threat0.0066086366
Severe Toxicity0.0009918213
Low Tox 0.034513097 Low Con 0.208
Sep 18, 2025 104 likes Inside Canada's Indian Metropolis (Brampton)
I have to keep my comments to myself unfortunately
I have to keep my comments to myself unfortunately
Identity Attack0.003884775
Insult0.012414906
Profanity0.017982552
Threat0.007521313
Severe Toxicity0.0012207031
Low Tox 0.034513097 Moderate Con 0.397 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
This proof that India just needs the Canada system over there and they will be fine
This proof that India just needs the Canada system over there and they will be fine
Identity Attack0.022188433
Insult0.013402912
Profanity0.0147374235
Threat0.007068211
Severe Toxicity0.0016498566
Low Tox 0.034513097 Low Con 0.125
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
exactly what has happened in Australia
exactly what has happened in Australia
Identity Attack0.016360072
Insult0.0107048955
Profanity0.015386449
Threat0.008556974
Severe Toxicity0.0018692017
Low Tox 0.034513097 Moderate Con 0.338 Comparative_Framing
Oct 4, 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.