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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

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Active: "Cry more muslims 😂😂😂😂 crying …" 5 comments
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 crying hard in comment section 😂😂😂😂😂😂 fuck islam 😂😂😂😂🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7816553
Insult0.66500133
Profanity0.80158395
Threat0.34804323
Severe Toxicity0.61260825
Toxic 0.9391453 Low Con 0.196 Identity Attack Insult Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
@MyReply_MyChannelBio_forBots keep crying bloody muslim 😂😂😂😂 i can't understand what urdu shit u speaking. I can understand that u r frustrated and is a loser 😂😂😂😂😂😂 coz u can't do shit 😂😂😂😂 bloody muslim 🤮🤮🤮🤮🇵🇰🖕
@MyReply_MyChannelBio_forBots keep crying bloody muslim 😂😂😂😂 i can't understand what urdu shit u speaking. I can understand that u r frustrated and is a loser 😂😂😂😂😂😂 coz u can't do shit 😂😂😂😂 bloody muslim 🤮🤮🤮🤮🇵🇰🖕
Identity Attack0.6990888
Insult0.7775208
Profanity0.70864636
Threat0.44185185
Severe Toxicity0.66102874
Toxic 0.8988238 Low Con 0.277 Identity Attack Insult Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Identity Attack0.7426507
Insult0.7497506
Profanity0.7654259
Threat0.5250885
Severe Toxicity0.71338886
Toxic 0.82048255 Low Con 0.188 Identity Attack Insult Threat Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Identity Attack0.55803186
Insult0.34203702
Profanity0.098067984
Threat0.013165667
Severe Toxicity0.023692908
Moderate 0.47886392 Low Con 0.225 Identity Attack Identity_Assertion
Sep 21, 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.