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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: "By god we shall have …" 4 comments
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your own hands.. Why do they worship that which does not benefit them neither can do any harm to their enemies. You leave the one and only real God Allah who created everything in the heavens and earth and worship that which depends on your own hands or tounge(superstitious stories). Please wake up and stop worshipping idols stop following blindly like blind sheep your forefathers and ancestors. They were not educated neither they were guided.. this generation is more educated and have more access to real knowledge will You Still Believe milk is green just because your ancestors used to believe that reminds me of the following verses of the Holy Quran وَإِذَا قِيلَ لَهُمُ اتَّبِعُوا مَا أَنْزَلَ اللَّهُ قَالُوا بَلْ نَتَّبِعُ مَا أَلْفَيْنَا عَلَيْهِ آبَاءَنَا ۗ أَوَلَوْ كَانَ آبَاؤُهُمْ لَا يَعْقِلُونَ شَيْئًا وَلَا يَهْتَدُونَ When it is said to them: \\Follow what Allah has sent down.\\" They say: \\"Nay! We shall follow what we found our fathers following.\\" (Would they do that!) Even though their fathers did not understand anything nor were they guided? (Al-Baqarah 2:170)" وَمَثَلُ الَّذِينَ كَفَرُوا كَمَثَلِ الَّذِي يَنْعِقُ بِمَا لَا يَسْمَعُ إِلَّا دُعَاءً وَنِدَاءً ۚ صُمٌّ بُكْمٌ عُمْيٌ فَهُمْ لَا يَعْقِلُونَ And the example of those who disbelieve, is as that of him who shouts to the (flock of sheep) that hears nothing but calls and cries. (They are) deaf, dumb and blind. So they do not understand. (Al-Baqarah 2:171) And another place in Quran (sura ambia (prophets) /) Ibrahim (Abraham) asked the idol worshippers.... 52. When he said to his father and his people: "What are these images, to which you are devoted?" 53. They said:"We found our fathers worshipping them." 54. He said: "Indeed you and your fathers have been in manifest error." 55. They said: "Have you brought us the truth, or are you one of those who play about?" 56. He said: "Nay, your Lord is the Lord of the heavens and the earth, Who created them and of that I am one of the witnesses. 57. "And by Allah, I shall plot a plan (to destroy) your idols after you have gone away and turned your backs." 58. So he broke them to pieces, (all) except the biggest of them, that they might turn to it. 59. They said: "Who has done this to our aliha (gods)? He must indeed be one of the wrong-doers." 60. They said: "We heard a young man talking (against) them who is called Ibrahim (Abraham)." 61. They said: "Then bring him before the eyes of the people, that they may testify." 62. They said: "Are you the one who has done this to our gods, O Ibrahim (Abraham)?" 63. [Ibrahim (Abraham)] said: "Nay, this one, the biggest of them (idols) did it. Ask them, if they can speak!" 64. So they turned to themselves and said: "Verily, you are the Zalimun (polytheists and wrong-doers)." 65. Then they turned to themselves (their first thought and said): "Indeed you [Ibrahim (Abraham)] know well that these (idols) speak not!" 66. [Ibrahim (Abraham)] said: "Do you then worship besides Allah, things that can neither profit you, nor harm you? 67. "Fie upon you, and upon that which you worship besides Allah! Have you then no sense?" I pray to the true one and only God Allah guides us all. Ameen Love and Peace... Just to let the unintelligent Haters know , I do not come back to my comments I just write and move on and wish the BEST🌹
Identity Attack0.30103904
Insult0.39743927
Profanity0.07191269
Threat0.009981008
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.531
Jan 21, 2026 Inside Canada's Indian Metropolis (Brampton)
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine hand from on high, ravish me out, and deliver thou me from many waters; and from the hand of alien sons. (Send out thy hand from on high, and take me out of here, that is, rescue me; save thou me from the deep waters, and from the power of foreigners, or of strangers.) 8 The mouth of whom spake vanity (Their mouths spoke lies); and the right hand of them is the right hand of wickedness. 1. Wycliffe's Bible (1382): Psalm 144:11 "Draw me out, and delyuere me fro the hond of alien children; whos mouth spak vanite, and her rigt hond is rigt hond of wickidnesse".  The Pre Amble of the Constitution and the Naturalization Act of 1790 by our Founders explicitly states this Nation and Citizenship is for our White Adamic Israelite peoples. Hebrews 11:33-34 KJV 33 Who through faith subdued kingdoms, wrought righteousness, obtained promises, stopped the mouths of lions. 34 Quenched the violence of fire, escaped the edge of the sword, out of weakness were made strong, waxed valiant in fight, (turned to flight the armies of the aliens.) Salute🙋‍♂️to the White Adamic Israelites the very Covenant peoples of God who are the lost sheep of the house of Jacob Israel that forgot who they are whom Jesus Christ LORD of Lords and KING of Kings conquered death, hell, sin, and the grave for.
Identity Attack0.09659086
Insult0.0623257
Profanity0.068967216
Threat0.024753258
Severe Toxicity0.012207031
Low Tox 0.17025198 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John 3:16)
Identity Attack0.009915425
Insult0.009051885
Profanity0.012448754
Threat0.0071847234
Severe Toxicity0.001411438
Low Tox 0.025556687 Moderate Con 0.32 Advertisement_Spam
Feb 7, 2026 Inside Canada's Indian Invasion...
By god we shall have our county back.
By god we shall have our county back.
Identity Attack0.006474625
Insult0.009906891
Profanity0.015454767
Threat0.00713294
Severe Toxicity0.0014972687
Low Tox 0.025320992 Moderate Con 0.34 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.