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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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Active: "How they are going to …" 2,613 comments · Page 88 of 105
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
Identity Attack0.0027563404
Insult0.019741343
Profanity0.012346277
Threat0.005971058
Severe Toxicity0.0010299683
Low Tox 0.036870047 Constructive 0.542 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Identity Attack0.018872296
Insult0.014960921
Profanity0.012585391
Threat0.0067963502
Severe Toxicity0.001411438
Low Tox 0.036634352 Moderate Con 0.44
Sep 29, 2025 IRCC Names India in Study …
Go Immigration Officers! ❤
Go Immigration Officers! ❤
Identity Attack0.02238941
Insult0.012528907
Profanity0.013029462
Threat0.0069516995
Severe Toxicity0.001821518
Low Tox 0.036634352 Moderate Con 0.409 Solidarity
Feb 20, 2026 Canadian immigration officers investigating hundreds …
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
Identity Attack0.014852738
Insult0.013820915
Profanity0.01128734
Threat0.0062396824
Severe Toxicity0.0011348724
Low Tox 0.036634352 Moderate Con 0.357 Question
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would you give them 4 more years.
Identity Attack0.0076215584
Insult0.01632893
Profanity0.011492296
Threat0.00704232
Severe Toxicity0.0010347366
Low Tox 0.036634352 Constructive 0.635 Moral_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
About time! Not enough yet. Go bigger.
About time! Not enough yet. Go bigger.
Identity Attack0.0020441315
Insult0.016024929
Profanity0.013712646
Threat0.009540852
Severe Toxicity0.0016975403
Low Tox 0.03639866 Low Con 0.265
Dec 24, 2025 77 likes Deportations From Canada at Their …
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their …
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their abundant overpaid staff in real time!!!!Try giving that answerr to your boss in the private sector!!!
Identity Attack0.0031633168
Insult0.018967867
Profanity0.01127026
Threat0.0060131317
Severe Toxicity0.00081062317
Low Tox 0.036162965 Low Con 0.258
Sep 29, 2025 IRCC Names India in Study …
Taking advantage of a system is not to your benefit. Time to go .
Taking advantage of a system is not to your benefit. Time to go .
Identity Attack0.0024788564
Insult0.014808921
Profanity0.012277958
Threat0.0071717775
Severe Toxicity0.0010681152
Low Tox 0.036162965 Low Con 0.24 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Proud Indian ❤ Without fighting we are conquering wer ever v go. Thanks almighty we are fittest of all...so we shall prevail over others.
Proud Indian ❤ Without fighting we are conquering wer ever v go. Thanks almighty we are fittest of all...so we shall prevail over others.
Identity Attack0.017364962
Insult0.013440913
Profanity0.018529098
Threat0.011482717
Severe Toxicity0.0023460388
Low Tox 0.036162965 Moderate Con 0.461 Identity_Assertion
Oct 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change to the country. I want Canada to be a good place to live.
Identity Attack0.009360458
Insult0.01625293
Profanity0.00950252
Threat0.0064532873
Severe Toxicity0.0009775162
Low Tox 0.035691574 Constructive 0.598 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Identity Attack0.00040238418
Insult0.008259817
Profanity0.00036573748
Threat0.0067498917
Severe Toxicity0.000008837004
Low Tox 0.035514187
Dec 10, 2025
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time …
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time is up.
Identity Attack0.0027193425
Insult0.016708933
Profanity0.011116544
Threat0.008505191
Severe Toxicity0.0010156631
Low Tox 0.03545588 Constructive 0.517 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Not high enough. If you don’t have status you have to go.
Not high enough. If you don’t have status you have to go.
Identity Attack0.0028118372
Insult0.014808921
Profanity0.013029462
Threat0.008194493
Severe Toxicity0.0010871887
Low Tox 0.03545588 Low Con 0.19 Policy_Critique
Dec 24, 2025 493 likes Deportations From Canada at Their …
Dont go. Dont betray your country.
Dont go. Dont betray your country.
Identity Attack0.0020000546
Insult0.014002593
Profanity0.0001260884
Threat0.0015561116
Severe Toxicity0.000004367438
Low Tox 0.035433132 Call_To_Action
Dec 9, 2025
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
Identity Attack0.005660672
Insult0.012072904
Profanity0.018734055
Threat0.008298059
Severe Toxicity0.001745224
Low Tox 0.035220183 Moderate Con 0.472
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot more have to go!
A lot more have to go!
Identity Attack0.0042917514
Insult0.013934915
Profanity0.014293353
Threat0.009178371
Severe Toxicity0.0015926361
Low Tox 0.034984488 Moderate Con 0.368
Dec 28, 2025 Deportations From Canada at Their …
Wait what happened at the end? Why did you go so fast through what happened at the end.
Wait what happened at the end? Why did you go so fast through what happened at the end.
Identity Attack0.0018221445
Insult0.013364912
Profanity0.013883443
Threat0.0079873605
Severe Toxicity0.0011920929
Low Tox 0.034984488 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been focused industries only such as agriculture. Instead our business model is basically : Cheap Labour via Worker Visas, Housing Market due to quick and massive population boost and Student Visas making them pay 3.5x more than regular students that encourages post-secondary schools to choose international over domestic which may also have long-term consequences as we see many immigrants go back to their home or take their degree to a higher paying nation.
Identity Attack0.003884775
Insult0.019419061
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0010824203
Low Tox 0.034748793 Constructive 0.527 Policy_Critique
Jan 19, 2026 9 likes Why Canada’s immigration system has …
Its too bad we all cant be as open as dude on the bike now days. Hopefully it's getting better. Go MAGA!!
Its too bad we all cant be as open as dude on the bike now days. Hopefully it's getting better. Go MAGA!!
Identity Attack0.0037922803
Insult0.017485369
Profanity0.012107162
Threat0.007365964
Severe Toxicity0.001206398
Low Tox 0.034748793 Constructive 0.522 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Identity Attack0.005771666
Insult0.014504919
Profanity0.012277958
Threat0.0077284453
Severe Toxicity0.0012779236
Low Tox 0.034748793 Moderate Con 0.393 Call_To_Action
Jan 27, 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...
"The liberal project" is going down.
"The liberal project" is going down.
Identity Attack0.009101473
Insult0.014238917
Profanity0.012243799
Threat0.0076766624
Severe Toxicity0.0011253357
Low Tox 0.034513097 Low Con 0.194 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
10:00 - that's why i didn't go to a hospital for a dislocated shoulder recently. I feel a deep lack of trust in our systems these days.
10:00 - that's why i didn't go to a hospital for a dislocated shoulder recently. I feel a deep lack of trust in our systems these days.
Identity Attack0.003366805
Insult0.01625293
Profanity0.011680172
Threat0.0064079775
Severe Toxicity0.0008201599
Low Tox 0.034513097 Constructive 0.577 Personal_Narrative
Sep 29, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
It's going to be China soon
It's going to be China soon
Identity Attack0.01756594
Insult0.0107048955
Profanity0.017777596
Threat0.009696201
Severe Toxicity0.0022792816
Low Tox 0.034513097 Low Con 0.162 Fear_Threat
Jan 27, 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.