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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: "Is this what it’s like …" 2,805 comments · Page 105 of 113
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
Identity Attack0.023595277
Insult0.0114649
Profanity0.016411226
Threat0.007262398
Severe Toxicity0.0015830994
Low Tox 0.031213367 Constructive 0.516
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Identity Attack0.02048012
Insult0.011654901
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0011348724
Low Tox 0.03109552 Constructive 0.562 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
That looks like conquered land to me...
That looks like conquered land to me...
Identity Attack0.005512681
Insult0.0107048955
Profanity0.017231047
Threat0.0091524795
Severe Toxicity0.001707077
Low Tox 0.030977672 Low Con 0.273
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its getting like this in Australia as well !!!
Its getting like this in Australia as well !!!
Identity Attack0.013043936
Insult0.010970897
Profanity0.015283971
Threat0.008013252
Severe Toxicity0.0017356873
Low Tox 0.030741978 Moderate Con 0.36 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Identity Attack0.013144426
Insult0.014960921
Profanity0.010740792
Threat0.006220264
Severe Toxicity0.0010681152
Low Tox 0.030388435 Low Con 0.204
Jan 18, 2026 2.9 million Canadian temporary visas …
Sounds like Kamala
Sounds like Kamala
Identity Attack0.00449524
Insult0.015872927
Profanity0.015318131
Threat0.0069646453
Severe Toxicity0.0014209747
Low Tox 0.030270588 Moderate Con 0.343 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Don't get me wrong, I like curry, but now that we have the recipe
Don't get me wrong, I like curry, but now that we have the recipe
Identity Attack0.0058456613
Insult0.011198899
Profanity0.020442016
Threat0.008712323
Severe Toxicity0.0021839142
Low Tox 0.03015274 Constructive 0.542 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I think ill move here. I like this place. looks peaceful.
I think ill move here. I like this place. looks peaceful.
Identity Attack0.0055496786
Insult0.009868891
Profanity0.017777596
Threat0.009799767
Severe Toxicity0.0017547607
Low Tox 0.03015274 Moderate Con 0.468
Dec 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s not Just Brampton, all of Canada looks like this now…
It’s not Just Brampton, all of Canada looks like this now…
Identity Attack0.011099357
Insult0.015188923
Profanity0.010501678
Threat0.0062008454
Severe Toxicity0.0010824203
Low Tox 0.03015274 Moderate Con 0.33 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's like home... Thanks to the Liberals !!Elbows up!!!!salutation from Montreal Tyler!!!
It's like home... Thanks to the Liberals !!Elbows up!!!!salutation from Montreal Tyler!!!
Identity Attack0.008546505
Insult0.01632893
Profanity0.01127026
Threat0.0066215824
Severe Toxicity0.0012588501
Low Tox 0.030034892 Moderate Con 0.439 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Identity Attack0.009693438
Insult0.015340924
Profanity0.011594773
Threat0.006485652
Severe Toxicity0.0010824203
Low Tox 0.030034892 Moderate Con 0.439 Humor_Satire
Jan 29, 2026 59 likes Inside Canada's Indian Invasion...
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working and contributing. Because I have heard of a story of a woman who had like three or four kids and she said that I don’t need to work. I have child tax benefit coming in and they were refugees.
Identity Attack0.016058605
Insult0.011198899
Profanity0.01086035
Threat0.006207318
Severe Toxicity0.0009822845
Low Tox 0.029799197 Constructive 0.674 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
the qustion is this immigration is good for cannada and do locals like it
the qustion is this immigration is good for cannada and do locals like it
Identity Attack0.01666154
Insult0.010818896
Profanity0.011236101
Threat0.0062979385
Severe Toxicity0.0011301041
Low Tox 0.029799197 Moderate Con 0.305
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
Identity Attack0.01465176
Insult0.010666896
Profanity0.011406898
Threat0.0067963502
Severe Toxicity0.0009441376
Low Tox 0.029445656 Moderate Con 0.48
Dec 24, 2018 63 likes How much do refugees and …
I like how nothing here feels forced.
I like how nothing here feels forced.
Identity Attack0.0056236745
Insult0.010134893
Profanity0.017231047
Threat0.008893564
Severe Toxicity0.0013637543
Low Tox 0.029445656 Moderate Con 0.337 Meta_Commentary
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Its like home 😂
Its like home 😂
Identity Attack0.0045507364
Insult0.012148905
Profanity0.021330157
Threat0.00789674
Severe Toxicity0.0020599365
Low Tox 0.02920996 Moderate Con 0.392 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Narrator sounds like Anthony Bourdain
Narrator sounds like Anthony Bourdain
Identity Attack0.003884775
Insult0.015416925
Profanity0.014874061
Threat0.0070034824
Severe Toxicity0.0011301041
Low Tox 0.02920996 Low Con 0.243 Meta_Commentary
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Identity Attack0.010507392
Insult0.011692902
Profanity0.015079016
Threat0.007637825
Severe Toxicity0.0011348724
Low Tox 0.02920996 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Identity Attack0.0041067624
Insult0.014162917
Profanity0.010074687
Threat0.0076507707
Severe Toxicity0.0009536743
Low Tox 0.029092113 Moderate Con 0.43 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
They redeemed Canada like all the gift cards ❤
They redeemed Canada like all the gift cards ❤
Identity Attack0.010433395
Insult0.014390918
Profanity0.010501678
Threat0.00636914
Severe Toxicity0.0011014938
Low Tox 0.029092113 Moderate Con 0.424 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Like and share this everyone!
Like and share this everyone!
Identity Attack0.006992595
Insult0.010742896
Profanity0.02392626
Threat0.01086132
Severe Toxicity0.0025367737
Low Tox 0.029092113 Moderate Con 0.44 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes 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.