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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 #}

Comment Explorer

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Active: "First and most of all!!!!!!!! …" 655 comments · Page 25 of 27
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Identity Attack0.0034038029
Insult0.012110904
Profanity0.0113385795
Threat0.006576272
Severe Toxicity0.0008201599
Low Tox 0.02402467 Moderate Con 0.326 Fear_Threat
Jan 19, 2026 22 likes Why Canada’s immigration system has …
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
Identity Attack0.0036997858
Insult0.010894896
Profanity0.013302735
Threat0.007262398
Severe Toxicity0.0010967255
Low Tox 0.023671126 Moderate Con 0.39
Nov 14, 2018 How much do refugees and …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Identity Attack0.0044582416
Insult0.011274899
Profanity0.015488927
Threat0.0073789097
Severe Toxicity0.0011301041
Low Tox 0.022728346 Constructive 0.503 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses …
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses our border especially when their first step on western land was the US.
Identity Attack0.006992595
Insult0.010248893
Profanity0.010484599
Threat0.0068869707
Severe Toxicity0.0007867813
Low Tox 0.022139108 Moderate Con 0.449 Policy_Critique
Dec 29, 2025 1 likes Deportations From Canada at Their …
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Identity Attack0.0039772694
Insult0.008728883
Profanity0.016479544
Threat0.008789998
Severe Toxicity0.0016212463
Low Tox 0.021314176 Constructive 0.526
Oct 18, 2025 1 likes Canadian Citizenship Test 2025 – …
First nations here: First time???
First nations here: First time???
Identity Attack0.0071775843
Insult0.0084818825
Profanity0.01261955
Threat0.0066345283
Severe Toxicity0.0010681152
Low Tox 0.02107848 Moderate Con 0.346 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Identity Attack0.008324518
Insult0.010552894
Profanity0.009459821
Threat0.006317357
Severe Toxicity0.0008392334
Low Tox 0.02072494 Moderate Con 0.464 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
I heard the government allowed 800,000 new immigrants into Canada in the first 6 months. Were they all the same demographic?
I heard the government allowed 800,000 new immigrants into Canada in the first 6 months. Were they all the same demographic?
Identity Attack0.010951365
Insult0.008842885
Profanity0.009733095
Threat0.006194372
Severe Toxicity0.0007724762
Low Tox 0.02035702 Moderate Con 0.384 Question
Jan 31, 2026 1 likes Why Canadians Are Turning Against …
Guess Canada is the first stop before Dallas Texas
Guess Canada is the first stop before Dallas Texas
Identity Attack0.007843546
Insult0.00979289
Profanity0.010809111
Threat0.0076637166
Severe Toxicity0.0010728836
Low Tox 0.020231359 Low Con 0.237 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
first and i love this ep.
first and i love this ep.
Identity Attack0.0058086636
Insult0.008728883
Profanity0.019963788
Threat0.009618527
Severe Toxicity0.0019454956
Low Tox 0.020231359 Moderate Con 0.441 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa …
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa the budget ever since. Used to be in every middle class home across Canada
Identity Attack0.0043657473
Insult0.011160898
Profanity0.013029462
Threat0.0060908063
Severe Toxicity0.00076293945
Low Tox 0.019980038 Constructive 0.624 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Identity Attack0.0032188136
Insult0.009678889
Profanity0.010194245
Threat0.0064468146
Severe Toxicity0.00068187714
Low Tox 0.019728716 Low Con 0.206 Question
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
What about tougher laws for those aiding and abetting this flow… particularly through First Nations lands. 😊
Identity Attack0.005771666
Insult0.008994885
Profanity0.010245483
Threat0.0067898775
Severe Toxicity0.00074386597
Low Tox 0.019477395 Moderate Con 0.325 Call_To_Action
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times and never read the book. This video is good enough to help me with the test.
Identity Attack0.0058086636
Insult0.008994885
Profanity0.019280603
Threat0.009359611
Severe Toxicity0.0017261505
Low Tox 0.019100413 Constructive 0.643
Jul 22, 2025 38 likes Canadian Citizenship Test 2025 – …
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
Identity Attack0.0015631594
Insult0.011160898
Profanity0.010706633
Threat0.0059548756
Severe Toxicity0.0005698204
Low Tox 0.018849092 Constructive 0.579
Sep 10, 2018 10 likes How much do refugees and …
As a Canadian I knew it was Brampton just from the title of the video Edit: when the video was first uploaded it didn't have Brampton in the title.
As a Canadian I knew it was Brampton just from the title of the video Edit: when the video was first uploaded it didn't have Brampton in the title.
Identity Attack0.007917541
Insult0.008709883
Profanity0.013780965
Threat0.0073789097
Severe Toxicity0.001001358
Low Tox 0.01822079 Moderate Con 0.466
Sep 18, 2025 5,006 likes Inside Canada's Indian Metropolis (Brampton)
No one paid me 50 k in the first place. That’s a down payment for a house dude .
No one paid me 50 k in the first place. That’s a down payment for a house dude .
Identity Attack0.0014059186
Insult0.010096892
Profanity0.012551232
Threat0.0062914654
Severe Toxicity0.0006341934
Low Tox 0.017592486 Low Con 0.271
Oct 19, 2021 How much do refugees and …
Should be zero immigration until Canadians first problems are corrected
Should be zero immigration until Canadians first problems are corrected
Identity Attack0.00875567
Insult0.0013543526
Profanity0.000031348445
Threat0.00041246673
Severe Toxicity0.0000038014164
Low Tox 0.016642964 Policy_Critique
Apr 14, 2025
One of the first
One of the first
Identity Attack0.0040512653
Insult0.008272881
Profanity0.01535229
Threat0.008246276
Severe Toxicity0.0012493134
Low Tox 0.016587202 Moderate Con 0.376 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
How they got in the first place
How they got in the first place
Identity Attack0.0032188136
Insult0.008310881
Profanity0.014771583
Threat0.0074306927
Severe Toxicity0.0010251999
Low Tox 0.016587202 Low Con 0.289 Question
Sep 28, 2025 IRCC Names India in Study …
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
Identity Attack0.0054756827
Insult0.008519882
Profanity0.017572641
Threat0.009540852
Severe Toxicity0.00166893
Low Tox 0.01646154 Constructive 0.602 Meta_Commentary
Sep 9, 2025 3 likes Canadian Citizenship Test 2025 – …
Only video you should be watching to prep for canadian citizenship, only watched the video once 19/20 passed in first attempt Sep 21 2025
Only video you should be watching to prep for canadian citizenship, only watched the video once 19/20 passed in first attempt Sep 21 2025
Identity Attack0.0068076057
Insult0.0086718835
Profanity0.009750174
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.016210219 Moderate Con 0.378
Sep 21, 2025 3 likes Canadian Citizenship Test 2025 – …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know. Update: I got my test marked as Completed in the tracker. I did not give second test.
Identity Attack0.004846719
Insult0.008557882
Profanity0.016547862
Threat0.008841781
Severe Toxicity0.0011634827
Low Tox 0.016210219 Constructive 0.722 Question
Feb 10, 2026 1 likes Canadian Citizenship Test 2025 – …

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.