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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "and a story that the …" 122 comments · Page 5 of 5
they've yet to find a single bar of deodorant in the city, true story
they've yet to find a single bar of deodorant in the city, true story
Identity Attack0.002830336
Insult0.014352918
Profanity0.013883443
Threat0.006530962
Severe Toxicity0.0010204315
Low Tox 0.03192045 Moderate Con 0.312
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story about someone who was waitlisted too long for an oncologist or a scan, and no longer has a chance of recovery ❤️‍🩹
Identity Attack0.00673361
Insult0.014162917
Profanity0.011219022
Threat0.00636914
Severe Toxicity0.0012397766
Low Tox 0.03192045 Constructive 0.657 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Identity Attack0.0076585566
Insult0.01819439
Profanity0.014771583
Threat0.006686311
Severe Toxicity0.0011396408
Low Tox 0.03109552 Constructive 0.882 Solidarity
Oct 8, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
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 …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Identity Attack0.00899048
Insult0.009393888
Profanity0.012141321
Threat0.0071588317
Severe Toxicity0.0011205673
Low Tox 0.020607091 Constructive 0.577 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I got stories but I’m not gonna say anything about it because I do enjoy having a job
I got stories but I’m not gonna say anything about it because I do enjoy having a job
Identity Attack0.004125261
Insult0.009640889
Profanity0.01620627
Threat0.007262398
Severe Toxicity0.0011301041
Low Tox 0.020231359 Moderate Con 0.393 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand …
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand fairness, inclusion, and solidarity beyond borders. The way societies manage migration and poverty will determine whether cooperation or exclusion becomes the dominant story of our time.
Identity Attack0.007880543
Insult0.009260887
Profanity0.010792031
Threat0.0071199946
Severe Toxicity0.0008201599
Low Tox 0.019728716 Constructive 0.587 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
UPDATE THIS STORY...tell the truth now that the numbers are out!..
UPDATE THIS STORY...tell the truth now that the numbers are out!..
Identity Attack0.0014059186
Insult0.0088618845
Profanity0.010467518
Threat0.007353018
Severe Toxicity0.000910759
Low Tox 0.01834645 Low Con 0.211
Oct 3, 2018 18 likes How much do refugees and …
My eyes tell a different story
My eyes tell a different story
Identity Attack0.004680229
Insult0.008348881
Profanity0.015113175
Threat0.007689608
Severe Toxicity0.0011587143
Low Tox 0.018095128 Moderate Con 0.384
Dec 24, 2025 33 likes Deportations From Canada at Their …
“We live by our own rules.” Cool story 😢
“We live by our own rules.” Cool story 😢
Identity Attack0.0022383702
Insult0.00971689
Profanity0.009903891
Threat0.0063367756
Severe Toxicity0.0006246567
Low Tox 0.016587202 Moderate Con 0.345
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
I live in Prince George and can 100% confirm the theater story.
I live in Prince George and can 100% confirm the theater story.
Identity Attack0.0036812867
Insult0.009469888
Profanity0.013131939
Threat0.0067445673
Severe Toxicity0.0008678436
Low Tox 0.01633588 Constructive 0.541 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
hardly an unbiased story. somehow i think there is another side to this story.
hardly an unbiased story. somehow i think there is another side to this story.
Identity Attack0.0023678627
Insult0.009089886
Profanity0.01128734
Threat0.0066215824
Severe Toxicity0.0006532669
Low Tox 0.014702292 Moderate Con 0.306 Meta_Commentary
Jan 25, 2026 Why Canada’s immigration system has …
Wish I could tell you my story about permanent residence experience
Wish I could tell you my story about permanent residence experience
Identity Attack0.0030153254
Insult0.0075888764
Profanity0.012346277
Threat0.0072235605
Severe Toxicity0.0010490417
Low Tox 0.0143253105 Moderate Con 0.42 Personal_Narrative
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until …
Tyler Oliver, thanks for covering this story because Ben Bankas, one of the best stand-up comedians from Canada, has been doing great jokes about this situation, and I honestly didn't know anything about it until now. Thanks again, brother.
Identity Attack0.0017851467
Insult0.009184887
Profanity0.010160086
Threat0.00598724
Severe Toxicity0.00045776367
Low Tox 0.012126249 Constructive 0.754
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brampton, if anything is a success story.
Brampton, if anything is a success story.
Identity Attack0.0015261616
Insult0.008880884
Profanity0.010313802
Threat0.0064144502
Severe Toxicity0.00062942505
Low Tox 0.011874928 Low Con 0.254
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Same old story, if we only look for the desired result, the cause remains unchanged...
Same old story, if we only look for the desired result, the cause remains unchanged...
Identity Attack0.0016094068
Insult0.0075128763
Profanity0.009784333
Threat0.006356194
Severe Toxicity0.00051021576
Low Tox 0.010429831 Low Con 0.187 Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
True story
True story
Identity Attack0.0024048607
Insult0.006961873
Profanity0.012243799
Threat0.006912862
Severe Toxicity0.00091552734
Low Tox 0.009550206 Moderate Con 0.436
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
True story
True story
Identity Attack0.0024048607
Insult0.006961873
Profanity0.012243799
Threat0.006912862
Severe Toxicity0.00091552734
Low Tox 0.009550206 Moderate Con 0.436
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I appreciate you showing both sides of the story ... BOTH.
I appreciate you showing both sides of the story ... BOTH.
Identity Attack0.001415168
Insult0.006714871
Profanity0.009784333
Threat0.0063367756
Severe Toxicity0.0005054474
Low Tox 0.0073197307 Constructive 0.543
Sep 19, 2025 347 likes Inside Canada's Indian Metropolis (Brampton)
Another world class story covered Thanks Tyler.
Another world class story covered Thanks Tyler.
Identity Attack0.0010544389
Insult0.0072658747
Profanity0.009493981
Threat0.0059095654
Severe Toxicity0.00047445297
Low Tox 0.00719407 Moderate Con 0.457
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.