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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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30,738 comments · Page 332 of 1230
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Identity Attack0.42615733
Insult0.13245803
Profanity0.094542764
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.34
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
let them go back to their own country!
let them go back to their own country!
Identity Attack0.3817989
Insult0.16853803
Profanity0.04867618
Threat0.03235042
Severe Toxicity0.018836858
Moderate 0.37955463 Low Con 0.216 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In The Next video you should go to Mississauga because its full with Pakistani 😊
In The Next video you should go to Mississauga because its full with Pakistani 😊
Identity Attack0.44690517
Insult0.16758773
Profanity0.10178173
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.308 Identity_Assertion
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Aah yes racism is a business ahh person - this dude
Aah yes racism is a business ahh person - this dude
Identity Attack0.2854555
Insult0.21368977
Profanity0.08807703
Threat0.019228047
Severe Toxicity0.02116089
Moderate 0.37955463 Low Con 0.285 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
It’s the most dorkiest accent ever period
It’s the most dorkiest accent ever period
Identity Attack0.059311368
Insult0.33154017
Profanity0.2298641
Threat0.008919456
Severe Toxicity0.017416617
Moderate 0.37955463 Low Con 0.259 Identity_Assertion
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
This is How the jews should have answered in the last video!!!! 📹 and how they should have been legitimately been working everywhere like the Indians
This is How the jews should have answered in the last video!!!! 📹 and how they should have been legitimately been working everywhere like the Indians
Identity Attack0.4482637
Insult0.15698463
Profanity0.15812257
Threat0.029415153
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.226
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians love India so much that the first thing do is leave and Invade other countries '' nice ''
Indians love India so much that the first thing do is leave and Invade other countries '' nice ''
Identity Attack0.43256098
Insult0.16846494
Profanity0.13608865
Threat0.091630474
Severe Toxicity0.023246882
Moderate 0.37955463 Low Con 0.225 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
🤣🤣🤣this is why Canada is a JOKE like EU
🤣🤣🤣this is why Canada is a JOKE like EU
Identity Attack0.37953663
Insult0.37279442
Profanity0.077731855
Threat0.008129764
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.186 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Drinking with a pinky raised is racist
Drinking with a pinky raised is racist
Identity Attack0.30103904
Insult0.26957804
Profanity0.22562476
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.191 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport everyone who came here in the last 10 years
Deport everyone who came here in the last 10 years
Identity Attack0.3817989
Insult0.08558089
Profanity0.075792134
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37955463 Low Con 0.226 Call_To_Action
Jan 19, 2026 1 likes Why Canada’s immigration system has …
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian …
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian students in Canada, that have university degrees but they register themselves into Canadian colleges in order to work and live in Canada. It doesn’t make sense to downgrade your studies, and most probably 100% of the students from Asia in Canada they come here to stay that is the main goal. In fact indian men they get married to some rich girl then the father of the girl pays for the school and then they end up staying in the country and continue their lying and fraud lives in Canada - trust me I know them
Identity Attack0.458714
Insult0.3388922
Profanity0.08775374
Threat0.009437286
Severe Toxicity0.022193791
Moderate 0.37955463 Moderate Con 0.411
Oct 17, 2025 IRCC Names India in Study …
All women no men? No answers all lies!
All women no men? No answers all lies!
Identity Attack0.37292135
Insult0.3388922
Profanity0.04792466
Threat0.009463178
Severe Toxicity0.013607788
Moderate 0.37955463 Low Con 0.233 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
they like punjab more? so why are they there? tf?
they like punjab more? so why are they there? tf?
Identity Attack0.06704199
Insult0.15627414
Profanity0.4098025
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.193 Question
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Identity Attack0.44690517
Insult0.20434737
Profanity0.19155724
Threat0.2836219
Severe Toxicity0.02416241
Moderate 0.37955463 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Identity Attack0.28034934
Insult0.23704576
Profanity0.08581402
Threat0.13815513
Severe Toxicity0.020644438
Moderate 0.37955463 Low Con 0.284 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
Identity Attack0.36598656
Insult0.36798462
Profanity0.069969244
Threat0.0138755
Severe Toxicity0.015996376
Moderate 0.37955463 Moderate Con 0.354 Identity_Assertion
Sep 20, 2025 15 likes Inside Canada's Indian Metropolis (Brampton)
3:12 when the !ndians say there are too many !ndians, you KNOW there are too many !ndians
3:12 when the !ndians say there are too many !ndians, you KNOW there are too many !ndians
Identity Attack0.41052565
Insult0.16780703
Profanity0.16403814
Threat0.02492592
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.207 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have …
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have a high school diploma, but he wants to talk about the intelligence level of all Africans? I've written two books and contributed a chapter to a compendium on journalism in West Africa. While I agree that many of the Africans going to Canada are from war-torn countries without a good education, he speaks of Africa like it's a monolith. Realities in Ghana aren't same as in Ethiopia. South Africa isn't same as Rwanda nor is Senegal same as Madagascar so unless he is referring to individual countries with specific examples, his claims don't even make any sense. I would like to see just one contribution from fatty to scholarship😂😂. EDIT: By the way, some of Africa's brightest minds include Ngozi Okonjo, an economist and politician (Nigerian) who serves as director general of the World Trade Organization; Vera Songwe, an economist (Cameroonian) who served as head of the UN Economic Commission for Africa; Dr. Tedros Adhanom an Ethiopian doctor who currently serves as DG of the World Health Organization; Prof. Salim Abdool Karim (South African) scientist globally respected for his research on immunology; Aliko Dangote (Nigerian) and Africa's richest man and one of the top 100 richest people in the world according to Forbes. The list is too long but fatty there wouldn't know because he's as dumb as a rock and it's easy for him to spew garbage rather than read an actual book or question the stereotypes which he's fed about Africa by his chosen echo chamber.
Identity Attack0.44690517
Insult0.344702
Profanity0.09518933
Threat0.012233571
Severe Toxicity0.021031776
Moderate 0.37955463 Constructive 0.741 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
12:47 illegal in Canada LMFAO (not that I care js saying they got the worst self defense laws)
12:47 illegal in Canada LMFAO (not that I care js saying they got the worst self defense laws)
Identity Attack0.28034934
Insult0.20901857
Profanity0.17334256
Threat0.012699619
Severe Toxicity0.022193791
Moderate 0.37955463 Moderate Con 0.307 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I for one would love to put a team together and hunt these freeloaders down and ship them home
I for one would love to put a team together and hunt these freeloaders down and ship them home
Identity Attack0.27682206
Insult0.24424846
Profanity0.10549548
Threat0.44185185
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.347
Sep 29, 2025 IRCC Names India in Study …
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in …
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in with Marxism and how neither system is truly sustainable. I ended up getting 100% on my paper... but what I didn't know was which race needs to be exterminated. Maybe there was a reason Hitler wanted the Jews gone and if we lose the Indians will just rewrite history like we never existed.
Identity Attack0.46028158
Insult0.16795322
Profanity0.2258264
Threat0.34804323
Severe Toxicity0.035007052
Moderate 0.37955463 Constructive 0.635 Identity_Assertion
Dec 15, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian, the smuggler getting late is peak typical Indian behaviour
As an Indian, the smuggler getting late is peak typical Indian behaviour
Identity Attack0.44690517
Insult0.27763805
Profanity0.1110661
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.357 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of …
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of all sorts, and porn.. lots of porn.. Kumar was my boy!
Identity Attack0.2028587
Insult0.09124154
Profanity0.3597395
Threat0.03787563
Severe Toxicity0.024819711
Moderate 0.37955463 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
2:08 that guy is an older Indian XQC 😂😂😂
2:08 that guy is an older Indian XQC 😂😂😂
Identity Attack0.3758158
Insult0.30326313
Profanity0.16729468
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.233
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
THEY WANT TO TURN CANADA INTO THEIR COUNTRY THEY RUNNING AWAY FROM, CANADA MUST FOLLOW DONALD TRUMP AND KICK THEM OUT ,ALL WHO DISRESPECT THE WAYS AND LAWS OF CANADA,UK, USA👍🏻🙏🏻🇨🇦🇬🇧🇺🇸🗽👍🏻
THEY WANT TO TURN CANADA INTO THEIR COUNTRY THEY RUNNING AWAY FROM, CANADA MUST FOLLOW DONALD TRUMP AND KICK THEM OUT ,ALL WHO DISRESPECT THE WAYS AND LAWS OF CANADA,UK, USA👍🏻🙏🏻🇨🇦🇬🇧🇺🇸🗽👍🏻
Identity Attack0.36702603
Insult0.16868424
Profanity0.044417568
Threat0.44457343
Severe Toxicity0.023692908
Moderate 0.37955463 Low Con 0.248
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.