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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

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

Search & Filter

Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "I am just sitting here …" 81 comments · Page 4 of 4
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
These students have made the Canadian construction contractor sit at home as they can not compete with their close to nothing prices
IRCC Names India in Study Permit Fraud | … · 3: Cluster #2
Close reading → Video sentiment →
Identity Attack0.0076955543
Insult0.019999169
Profanity0.010347961
Threat0.0056765415
Severe Toxicity0.0006723404
Low Tox 0.035691574 Low Con 0.272
Oct 1, 2025 IRCC Names India in Study …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get more money for their kids.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.0058086636
Insult0.015796926
Profanity0.010638315
Threat0.006003422
Severe Toxicity0.00077724457
Low Tox 0.028856417 Moderate Con 0.369
Aug 26, 2025 Why Canadians Are Turning Against …
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.008324518
Insult0.013706914
Profanity0.009784333
Threat0.0061878995
Severe Toxicity0.00091552734
Low Tox 0.02638162 Moderate Con 0.332 Economic_Argument
Dec 24, 2025 Deportations From Canada at Their …
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started …
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started to see more and more Indians. Either way, we are all God's children. I know this won't sit well with my fellow Canadians, but I welcome anyone who wants to build a life in Canada and adopt our values.
Inside Canada's Indian Metropolis (Brampton) · 2: Cluster #1
Close reading → Video sentiment →
Identity Attack0.015857628
Insult0.010400894
Profanity0.011423977
Threat0.006375613
Severe Toxicity0.0009822845
Low Tox 0.024142517 Constructive 0.805
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong …
To the lady who sits in the car cries, please know you don't walk alone. I walk right beside you the same path. I pray that something changes for you and for myself Stay strong please ❤
Why Canadians Are Turning Against Immigrants. · 41: Cluster #40
Close reading → Video sentiment →
Identity Attack0.0026453468
Insult0.009393888
Profanity0.010723713
Threat0.007029374
Severe Toxicity0.0006580353
Low Tox 0.01822079 Constructive 0.687
Sep 6, 2025 Why Canadians Are Turning Against …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Canadian Citizenship Test 2025 – 414 Real Past-Test … · 73: Cluster #72
Close reading → Discourse → Video sentiment →
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 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.