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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

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
30,738 comments · Page 249 of 1230
Michelle is rude
Michelle is rude
Identity Attack0.051580742
Insult0.49151286
Profanity0.2258264
Threat0.007534259
Severe Toxicity0.014447021
Moderate 0.44002727 Moderate Con 0.371
Oct 1, 2025 IRCC Names India in Study …
Aifa Zafar should be fired because she doesn't know anything (doesn't know, doesn't remeber ect.). She just have a well paid government job and does nothing. Just fire her.!!!!!!!!!!!!!!!!!!!!!!
Aifa Zafar should be fired because she doesn't know anything (doesn't know, doesn't remeber ect.). She just have a well paid government job and does nothing. Just fire her.!!!!!!!!!!!!!!!!!!!!!!
Identity Attack0.038425524
Insult0.40243408
Profanity0.09486605
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.313 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
Identity Attack0.49032792
Insult0.1342682
Profanity0.080318145
Threat0.5195707
Severe Toxicity0.024725812
Moderate 0.44002727 Moderate Con 0.358 Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Identity Attack0.3857254
Insult0.4339631
Profanity0.032142747
Threat0.009230154
Severe Toxicity0.021935565
Moderate 0.44002727 Low Con 0.225
Sep 24, 2025 How Canada broke its immigration …
Close Conestoga college and put them in jail they destroyed the future of our children they are all suffer from stress because Indians have made the life in Csnada miserable they can’t find jobs the …
Close Conestoga college and put them in jail they destroyed the future of our children they are all suffer from stress because Indians have made the life in Csnada miserable they can’t find jobs the price of house is so high
Identity Attack0.44690517
Insult0.40243408
Profanity0.10363861
Threat0.085497424
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.401
Oct 3, 2025 1 likes IRCC Names India in Study …
Toxic arrogant leadership with no real path or honour just ego across the board as they never have real solutions just pathes
Toxic arrogant leadership with no real path or honour just ego across the board as they never have real solutions just pathes
Identity Attack0.022590388
Insult0.47384647
Profanity0.07967158
Threat0.0086087575
Severe Toxicity0.012359619
Moderate 0.44002727 Low Con 0.142 Policy_Critique
Oct 22, 2025 IRCC Names India in Study …
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
Identity Attack0.45610145
Insult0.2735258
Profanity0.06946823
Threat0.4404512
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.386 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
GTFO of Canada!
GTFO of Canada!
Identity Attack0.37292135
Insult0.42881694
Profanity0.35346076
Threat0.009722093
Severe Toxicity0.023317307
Moderate 0.44002727 Low Con 0.268 Call_To_Action
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
disgusting
disgusting
Identity Attack0.022992345
Insult0.4339631
Profanity0.22552395
Threat0.008349842
Severe Toxicity0.017222947
Moderate 0.44002727 Moderate Con 0.463
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them …
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them are wanted in India and will face jail time without trial for conspiring against India. But Canadian, UK, US, Australian governments don't extradite them. Even innocent people from punjab get brainwashed there. Khalistani movement get funded by Pakistani ISI to wage terrorism against india. When British people were leaving india, they divided it and formed Pakistan. Part of punjab region was gone to Pakistan. These khalistani say that they want to liberate punjab and form khalistan. But these hypocrites want to do it on indian side only, not the Pakistani punjab side.
Identity Attack0.4774257
Insult0.4339631
Profanity0.117874645
Threat0.3490162
Severe Toxicity0.038593806
Moderate 0.44002727 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Your white supremacy is showing
Your white supremacy is showing
Identity Attack0.48915586
Insult0.27969417
Profanity0.12035047
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.44002727 Low Con 0.245 Identity_Assertion
Feb 12, 2026 32 likes Inside Canada's Indian Invasion...
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash. In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Identity Attack0.46028158
Insult0.46327567
Profanity0.1110661
Threat0.008039144
Severe Toxicity0.01986976
Moderate 0.44002727 Constructive 0.676 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
Our job is to kick them out
Our job is to kick them out
Identity Attack0.07012023
Insult0.08582769
Profanity0.13961408
Threat0.53875744
Severe Toxicity0.023599008
Moderate 0.44002727 Low Con 0.225 Threat
Sep 2, 2025 Why Canadians Are Turning Against …
It is funny coming from a Jamaican who obviously came from somewhere. Why are you making these sort of videos? I mean, most of these are handpicked by the right to spread division and hate. …
It is funny coming from a Jamaican who obviously came from somewhere. Why are you making these sort of videos? I mean, most of these are handpicked by the right to spread division and hate. Maybe we should advocate for mass deportation, including people like you but then you'd oppose that, wouldn't you. When a racist sees you, you are just non white, Jamaican.
Identity Attack0.4907465
Insult0.3406697
Profanity0.15019037
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.493
Aug 25, 2025 Why Canadians Are Turning Against …
Indian Stop immigrated Canada,
Indian Stop immigrated Canada,
Identity Attack0.5135796
Insult0.26957804
Profanity0.06596114
Threat0.010447056
Severe Toxicity0.023270357
Moderate 0.4398409 Low Con 0.296 Identity Attack Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in India. I'll do the studying you pay the fees, let's get married on paper to gain entry.... Its an open secret. Canada is officially fooked.... 😂
Identity Attack0.36598656
Insult0.41767508
Profanity0.32965264
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4398409 Moderate Con 0.457 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
This Polish white guy standing in the street 'naked' says, "they don't even cover their windows and walk around naked inside." Hahahhaahha the irony
Identity Attack0.46028158
Insult0.31740165
Profanity0.22572558
Threat0.027343199
Severe Toxicity0.023246882
Moderate 0.4398409 Moderate Con 0.331 Humor_Satire
Jan 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
DEPORT THEM ALL.
DEPORT THEM ALL.
Identity Attack0.3819294
Insult0.16897665
Profanity0.07999486
Threat0.34804323
Severe Toxicity0.023458159
Moderate 0.4398409 Low Con 0.19 Call_To_Action
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. …
Heard from my nephews who are studying in Canada. They see more foreigners than Canada. Do expect such foreigners movement. A lot countries have the same issue. It is happening to my country (Singapore) now. And it is frustrating that these foreigners do not bother to integrate into our culture. Sickening. They are here for their own benefits.
Identity Attack0.44690517
Insult0.46476576
Profanity0.04491858
Threat0.0079873605
Severe Toxicity0.016190045
Moderate 0.4398409 Constructive 0.592 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
😂😂😂 the white took out the indians (natives) and now the indians are taking out the whites
😂😂😂 the white took out the indians (natives) and now the indians are taking out the whites
Identity Attack0.5135796
Insult0.24424846
Profanity0.196476
Threat0.09776353
Severe Toxicity0.02453801
Moderate 0.4398409 Low Con 0.143 Identity Attack
Jan 9, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian scammers?! No way!? Say it ain't so! 🙄
Indian scammers?! No way!? Say it ain't so! 🙄
Identity Attack0.45610145
Insult0.40975618
Profanity0.20262444
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.207 Humor_Satire
Sep 28, 2025 1 likes IRCC Names India in Study …
Canadians should be fed up with their corrupt government.
Canadians should be fed up with their corrupt government.
Identity Attack0.37361985
Insult0.47384647
Profanity0.04216301
Threat0.00933372
Severe Toxicity0.010604858
Moderate 0.4398409 Low Con 0.237
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This might be the most ignorant video - the guy keeps confusing Sikhs with Hindus and there's a ton of AI-generated content/images.
This might be the most ignorant video - the guy keeps confusing Sikhs with Hindus and there's a ton of AI-generated content/images.
Identity Attack0.23998553
Insult0.42881694
Profanity0.20916378
Threat0.010783645
Severe Toxicity0.017674843
Moderate 0.4398409 Low Con 0.254 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’d take Indian over Somalis and Jews any day of the week.
I’d take Indian over Somalis and Jews any day of the week.
Identity Attack0.55011386
Insult0.2435641
Profanity0.1719469
Threat0.1348172
Severe Toxicity0.024631912
Moderate 0.4398409 Moderate Con 0.386 Identity Attack Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Smelly canada USA better
Smelly canada USA better
Identity Attack0.45348886
Insult0.4339631
Profanity0.11539881
Threat0.008893564
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.226
Jan 27, 2026 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.