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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
Active: "They “don’t follow the rules.”" 63 comments · Page 3 of 3
Why don’t you get such people out of Canada who don’t follow the rules you gotta be strict
Why don’t you get such people out of Canada who don’t follow the rules you gotta be strict
Identity Attack0.024600167
Insult0.024640027
Profanity0.0118680475
Threat0.008440462
Severe Toxicity0.0018024445
Low Tox 0.079250954 Low Con 0.269 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
For those people who followed the rules and left when their stay legally ended. How does that look - they leave and others stay illegally. What message is Canadian Immigration sending?
For those people who followed the rules and left when their stay legally ended. How does that look - they leave and others stay illegally. What message is Canadian Immigration sending?
Identity Attack0.029144434
Insult0.01632893
Profanity0.009647697
Threat0.006382086
Severe Toxicity0.0011730194
Low Tox 0.049089402 Moderate Con 0.415 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
2:03 everything would be fine if everyone followed these rules
2:03 everything would be fine if everyone followed these rules
Identity Attack0.010581387
Insult0.011692902
Profanity0.021056883
Threat0.009955117
Severe Toxicity0.002632141
Low Tox 0.038048524 Low Con 0.241 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
At leash there follow the rules, the culture and dont make any trouble than im ok with it
At leash there follow the rules, the culture and dont make any trouble than im ok with it
Identity Attack0.010581387
Insult0.010362893
Profanity0.018324144
Threat0.008168601
Severe Toxicity0.0015354156
Low Tox 0.030506283 Moderate Con 0.44 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
yes you go to other countries support and follow there rules
yes you go to other countries support and follow there rules
Identity Attack0.0075105648
Insult0.012566907
Profanity0.013166099
Threat0.006479179
Severe Toxicity0.0010156631
Low Tox 0.030388435 Moderate Con 0.337
Nov 17, 2025 1 likes Why Canadians Are Turning Against …
Is this in Canada???i thought canada follow driving rules.
Is this in Canada???i thought canada follow driving rules.
Identity Attack0.015455672
Insult0.0113509
Profanity0.01041628
Threat0.0063108844
Severe Toxicity0.0009393692
Low Tox 0.027560094 Low Con 0.287 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
They “don’t follow the rules.”
They “don’t follow the rules.”
Identity Attack0.0029598286
Insult0.009507888
Profanity0.010347961
Threat0.0062979385
Severe Toxicity0.0005531311
Low Tox 0.017341165 Low Con 0.235 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Alberta should follow this rules.
Alberta should follow this rules.
Identity Attack0.0032373124
Insult0.0067908717
Profanity0.009331724
Threat0.0062979385
Severe Toxicity0.00052928925
Low Tox 0.008356431 Low Con 0.177
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
Going to another country you have to follow there laws and rules to enter
Going to another country you have to follow there laws and rules to enter
Identity Attack0.000185453
Insult0.0002320824
Profanity0.000024876776
Threat0.000033165106
Severe Toxicity0.000002106121
Low Tox 0.0007618284 Moral_Argument
Dec 7, 2025 65 likes

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.