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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.

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Search comment text, filter by category or toxicity level
Active: "You should have stopped it …" 863 comments · Page 35 of 35
Boycotte until they stop enforcing this
Boycotte until they stop enforcing this
Identity Attack0.0003335394
Insult0.00068379845
Profanity0.000037702903
Threat0.00022153844
Severe Toxicity0.0000022468255
Low Tox 0.0038071736 Call_To_Action
Mar 1, 2026
Canadians stop travel to USA.This is the smart choice
Canadians stop travel to USA.This is the smart choice
Identity Attack0.0017890383
Insult0.000649502
Profanity0.00002931179
Threat0.000073175244
Severe Toxicity0.0000025628387
Low Tox 0.0028294753 Call_To_Action
Dec 9, 2025
Stop going there unless you MUST, for livelihood reasons... problem solved.
Stop going there unless you MUST, for livelihood reasons... problem solved.
Identity Attack0.00016042967
Insult0.0004661701
Profanity0.000034232497
Threat0.00031381357
Severe Toxicity0.0000031782492
Low Tox 0.0021258623
Dec 10, 2025
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do …
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do it.
Identity Attack0.0005643715
Insult0.00059326214
Profanity0.000052429514
Threat0.000051472347
Severe Toxicity0.0000025432173
Low Tox 0.0021074854
Apr 20, 2025
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Identity Attack0.00022114928
Insult0.0005871058
Profanity0.00003183165
Threat0.00005655146
Severe Toxicity0.0000020115463
Low Tox 0.0019068342 Economic_Argument
Apr 16, 2025
Stop complaining, who would like to go it will go.
Stop complaining, who would like to go it will go.
Identity Attack0.000075403506
Insult0.0005952703
Profanity0.000024062694
Threat0.000048308728
Severe Toxicity0.0000016706841
Low Tox 0.0014078122 Moral_Argument
Dec 10, 2025
Canada has been doing it for years, so stop complaining
Canada has been doing it for years, so stop complaining
Identity Attack0.00013139051
Insult0.0005043165
Profanity0.000024453764
Threat0.000035350822
Severe Toxicity0.000001617113
Low Tox 0.0012431246 Policy_Critique
Dec 10, 2025
My son was telling me they will have direct flights to Mexico no more stop over in Houston. Woot
My son was telling me they will have direct flights to Mexico no more stop over in Houston. Woot
Identity Attack0.0012051006
Insult0.00022382937
Profanity0.000036353726
Threat0.00009663098
Severe Toxicity0.0000040420537
Low Tox 0.0011766321
Dec 30, 2025
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Identity Attack0.00021178457
Insult0.00016407622
Profanity0.000013853454
Threat0.00009511885
Severe Toxicity0.0000025449883
Low Tox 0.0008347509 Policy_Critique
Apr 14, 2025
So, it will still not stop me from visiting my Navajo brothers.😊
So, it will still not stop me from visiting my Navajo brothers.😊
Identity Attack0.00015525096
Insult0.00020082314
Profanity0.000018657742
Threat0.00006464082
Severe Toxicity0.0000024237806
Low Tox 0.0007165331
Dec 8, 2025 2 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 likes
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined …
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined the contents while I remained in the lane. I went forward with no issues. I was not stopped coming back. Before you go, make sure your vehicle is clear of any thing that could generate additional questions.
Identity Attack0.00004452459
Insult0.00012055086
Profanity0.000018495342
Threat0.00001990034
Severe Toxicity0.000003142657
Low Tox 0.00025909377 Personal_Narrative
Dec 9, 2025 1 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.