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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: "It does not matter if …" 163 comments · Page 7 of 7
How can a country transform like that in a matter of a few years 😮
How can a country transform like that in a matter of a few years 😮
Identity Attack0.0076215584
Insult0.013972916
Profanity0.013473531
Threat0.0070552654
Severe Toxicity0.0013923645
Low Tox 0.034748793 Low Con 0.21 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Identity Attack0.00725158
Insult0.017485369
Profanity0.010672474
Threat0.0069516995
Severe Toxicity0.0010490417
Low Tox 0.03357032 Low Con 0.247 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
How is it a tragedy, if they studied a competent program, they would have a good career, no matter where.
How is it a tragedy, if they studied a competent program, they would have a good career, no matter where.
Identity Attack0.001572409
Insult0.014960921
Profanity0.010672474
Threat0.005848073
Severe Toxicity0.0005555153
Low Tox 0.029563503 Moderate Con 0.34 Moral_Argument
Nov 20, 2025 3 likes Quebec Ends Economic Immigration Program …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk …
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk into Canaada Service centre….see for yourself….. it’s like a commune.
Identity Attack0.0043657473
Insult0.015948927
Profanity0.009733095
Threat0.0059386934
Severe Toxicity0.0006914139
Low Tox 0.025674535 Constructive 0.504 Policy_Critique
Feb 22, 2026 3 likes LILLEY UNLEASHED: The fall of …
Every Child matters
Every Child matters
Identity Attack0.00621564
Insult0.009488888
Profanity0.017982552
Threat0.008090926
Severe Toxicity0.0019550323
Low Tox 0.021785567 Moderate Con 0.38 Meta_Commentary
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Identity Attack0.0030708222
Insult0.00817788
Profanity0.011355659
Threat0.007935578
Severe Toxicity0.00081062317
Low Tox 0.01608456 Low Con 0.26 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
More laws and more taxes no matter who ya vote for
More laws and more taxes no matter who ya vote for
Identity Attack0.0023678627
Insult0.008842885
Profanity0.010672474
Threat0.006155535
Severe Toxicity0.00064373016
Low Tox 0.016021729 Low Con 0.247 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
The provinces or Ottawa does not matter who pays - there is only one taxpayer - and that is us.
The provinces or Ottawa does not matter who pays - there is only one taxpayer - and that is us.
Identity Attack0.0034408006
Insult0.010286893
Profanity0.009698936
Threat0.005818945
Severe Toxicity0.00059843063
Low Tox 0.015519086 Moderate Con 0.314
Nov 9, 2019 6 likes How much do refugees and …
Bike Lives Matter
Bike Lives Matter
Identity Attack0.004587734
Insult0.008386881
Profanity0.013985921
Threat0.0075083673
Severe Toxicity0.0013446808
Low Tox 0.013885498 Moderate Con 0.415 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada always follow America no matter what.
Canada always follow America no matter what.
Identity Attack0.00038239782
Insult0.00031467067
Profanity0.0000282539
Threat0.000053893524
Severe Toxicity0.0000021217368
Low Tox 0.0012569824 Comparative_Framing
Apr 15, 2025 2 likes
No matter. Never going again lol
No matter. Never going again lol
Identity Attack0.00007054173
Insult0.00028101922
Profanity0.000026597594
Threat0.000030192194
Severe Toxicity0.000001984777
Low Tox 0.0006676437 Personal_Narrative
Dec 10, 2025
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
Identity Attack0.000047982103
Insult0.00018946108
Profanity0.000033756438
Threat0.000051154275
Severe Toxicity0.0000036213887
Low Tox 0.00050764723
Dec 8, 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.