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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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Active: "Thank you for doing this …" 962 comments · Page 39 of 39
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Thanks to Canada i hope they will keep their immigration policy as liberal and considerate to other nationalities.!!!
Identity Attack0.00009439454
Insult0.00024900545
Profanity0.00001717458
Threat0.000035039022
Severe Toxicity0.0000017260779
Low Tox 0.00070957537
Apr 14, 2025 1 likes
No thanks , no way anymore
No thanks , no way anymore
Identity Attack0.00008058096
Insult0.00025682003
Profanity0.000025113783
Threat0.000030301455
Severe Toxicity0.000002147138
Low Tox 0.0006219584 Identity_Assertion
Dec 8, 2025
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
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025
Thank God.
Thank God.
Identity Attack0.00009039582
Insult0.00016547501
Profanity0.000037820228
Threat0.000050381463
Severe Toxicity0.000005339953
Low Tox 0.0004883477
Apr 14, 2025 13 likes
Thanks to Trudeau and Carney
Thanks to Trudeau and Carney
Identity Attack0.000033614964
Insult0.00023226833
Profanity0.000020224596
Threat0.000021491483
Severe Toxicity0.0000019044105
Low Tox 0.00044410847
Dec 9, 2025
This furthers my decision to NEVER go south of our border. No thank you!! Goodness!!!!
This furthers my decision to NEVER go south of our border. No thank you!! Goodness!!!!
Identity Attack0.000077985846
Insult0.00015711939
Profanity0.000021036052
Threat0.00002953151
Severe Toxicity0.000002386538
Low Tox 0.00043617762
Dec 11, 2025
Thank to Mark Carney 😡😡😡
Thank to Mark Carney 😡😡😡
Identity Attack0.000037670023
Insult0.00018515706
Profanity0.00002546939
Threat0.00003678185
Severe Toxicity0.0000022286856
Low Tox 0.0004092482 Policy_Critique
Dec 8, 2025
Not going to the States. Thank you very much.
Not going to the States. Thank you very much.
Identity Attack0.00006047606
Insult0.00015865604
Profanity0.000020390253
Threat0.000022288717
Severe Toxicity0.0000023842267
Low Tox 0.00037075064
Dec 11, 2025
thanks but no thanks................
thanks but no thanks................
Identity Attack0.000048467555
Insult0.00015246012
Profanity0.000021484168
Threat0.000024544228
Severe Toxicity0.0000025541426
Low Tox 0.00034799596
Dec 8, 2025
Thanks for the update ❤❤❤❤
Thanks for the update ❤❤❤❤
Identity Attack0.00004098797
Insult0.00014418106
Profanity0.000019428908
Threat0.000019872805
Severe Toxicity0.0000022666038
Low Tox 0.00030645044
Apr 14, 2025 5 likes
Thanks for information good to know..
Thanks for information good to know..
Identity Attack0.00004661177
Insult0.00012921345
Profanity0.000017637527
Threat0.00001812019
Severe Toxicity0.0000027609012
Low Tox 0.00027566968
Apr 14, 2025 3 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.