Skip to content
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: "I thought they all moved …" 13 comments
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Identity Attack0.0775651
Insult0.36193377
Profanity0.70384485
Threat0.009540852
Severe Toxicity0.024678862
Moderate 0.62136006 Constructive 0.555 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it …
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it here... too many indians" . the funniest part about this whole story is that he is indian himself
Identity Attack0.5135796
Insult0.26957804
Profanity0.12991914
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.541 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the app!! Number 1..my son is a citizen of this country!! I won't shed tears for non-Canadians..sorry!! Close the doors unless there is a direct LINK to Canada! FYI..took 19 months to get my son's citizenship! 18 months!! I had to go through the EXACT same process as everyone who has ZERO connection to this country other than the thought of free money!! Maybe I need to move to Quebec? My fiancee speaks English, French, Spanish AND Italian but still....not admissible! Wrong colour or religion I guess!
Identity Attack0.10221587
Insult0.16989174
Profanity0.032643758
Threat0.009204263
Severe Toxicity0.007209778
Low Tox 0.2553839 Constructive 0.751
Nov 25, 2025 Quebec Ends Economic Immigration Program …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We paid taxes from the day one that made us true Canadian citizens. Which I’m a very proud of. In my street two houses own by East Indians They don’t take care of their properties like us taking care of our property. Should I assimilate in to there’s way of life ? Or they should assimilate into our society? The answer to this question is very simple . Assimilate to our way of life or move back to India.
Identity Attack0.10221587
Insult0.04383647
Profanity0.016001316
Threat0.00713294
Severe Toxicity0.0034332275
Low Tox 0.11652588 Constructive 0.733
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It was so bad for me in Brampton. I thought I died and went to heaven when I moved down to st clare in Toronto.
It was so bad for me in Brampton. I thought I died and went to heaven when I moved down to st clare in Toronto.
Identity Attack0.029402243
Insult0.023866551
Profanity0.026454043
Threat0.020091362
Severe Toxicity0.0031852722
Low Tox 0.1100022 Constructive 0.523 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the …
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the tech industry I thought I could get PR relatively easily. But everyday I am seeing stories about people moving to western countries, beating the system, not paying taxes - how does that even work?
Identity Attack0.05976611
Insult0.02567133
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.002002716
Low Tox 0.09655223 Constructive 0.658 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I thought they all moved to Australia 🦘
I thought they all moved to Australia 🦘
Identity Attack0.022992345
Insult0.015796926
Profanity0.020510335
Threat0.007857903
Severe Toxicity0.0022220612
Low Tox 0.044636376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Mu friend move from ontario to here in alberta and he said he thought he was in India not Canada
Mu friend move from ontario to here in alberta and he said he thought he was in India not Canada
Identity Attack0.035331827
Insult0.015264924
Profanity0.014395831
Threat0.006647474
Severe Toxicity0.0015258789
Low Tox 0.0438942 Constructive 0.549
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Ohhh ! Michelle--so nice to see you moving on up. Been watching from your early days-- Always thought you were being pushed aside.. I do believe that trend is over.. All the best !
Ohhh ! Michelle--so nice to see you moving on up. Been watching from your early days-- Always thought you were being pushed aside.. I do believe that trend is over.. All the best !
Identity Attack0.0018313939
Insult0.021417208
Profanity0.010792031
Threat0.0072882893
Severe Toxicity0.0009918213
Low Tox 0.039935954 Constructive 0.671 Solidarity
Sep 29, 2025 IRCC Names India in Study …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased immigration. Despite the government not properly integrating people or providing services for our own countrymen, this immigration has also staved off demographic collapse by several decades.
Identity Attack0.005512681
Insult0.010172892
Profanity0.009195087
Threat0.006003422
Severe Toxicity0.0005841255
Low Tox 0.01646154 Constructive 0.781
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
They said they wanted to ask the locals how they felt about it. I thought they moved the locals to a reservation.
Identity Attack0.0032003147
Insult0.0075128763
Profanity0.010313802
Threat0.0062849927
Severe Toxicity0.00056266785
Low Tox 0.010618322 Moderate Con 0.453
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)

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.