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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 #}

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30,738 comments · Page 309 of 1230
Down symbol African 😂
Down symbol African 😂
Identity Attack0.45610145
Insult0.28586254
Profanity0.1631077
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.338 Humor_Satire
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
@16:39!!! This!!!! If you love your culture so much THEN STAY IN YOUR COUNTRY. This place has become so unbearable and depressing!
@16:39!!! This!!!! If you love your culture so much THEN STAY IN YOUR COUNTRY. This place has become so unbearable and depressing!
Identity Attack0.37361985
Insult0.2817503
Profanity0.04491858
Threat0.00967031
Severe Toxicity0.016125489
Moderate 0.39842087 Moderate Con 0.433 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
0:16 lmao poo from poomjabi
0:16 lmao poo from poomjabi
Identity Attack0.04667538
Insult0.24767025
Profanity0.33453682
Threat0.015602129
Severe Toxicity0.02402156
Moderate 0.39842087 Low Con 0.215 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
mainstream racism... cool
mainstream racism... cool
Identity Attack0.3817989
Insult0.13064787
Profanity0.09195647
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.289 Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are coming illegally then set up some of your soldiers at border and give order of shoot at sight. Then there will be no illiterate immigrants in your country also make some laws that states some percent of jobs reserves for Canadians (white)
Identity Attack0.44690517
Insult0.30326313
Profanity0.049678206
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.378
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro buddy on the bike is the biggest fkn CHAD BRUH,straight telling it how it is!
Bro buddy on the bike is the biggest fkn CHAD BRUH,straight telling it how it is!
Identity Attack0.018369852
Insult0.24928534
Profanity0.4401715
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.397 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
Identity Attack0.4482637
Insult0.35849577
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.751 Personal_Narrative
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
The racist in the comment section sure are good at crying. 😂
The racist in the comment section sure are good at crying. 😂
Identity Attack0.23011416
Insult0.39297962
Profanity0.06796519
Threat0.009644418
Severe Toxicity0.013414118
Moderate 0.3977292 Low Con 0.15 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Identity Attack0.2877625
Insult0.40243408
Profanity0.059447967
Threat0.0076637166
Severe Toxicity0.014317908
Moderate 0.3977292 Low Con 0.134 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Ça peut bien être le bordel aux Québec vivre les libéraux il détruit Leur propre pays en plus du Québec qu'il ont détruit
Ça peut bien être le bordel aux Québec vivre les libéraux il détruit Leur propre pays en plus du Québec qu'il ont détruit
Identity Attack0.28034934
Insult0.47384647
Profanity0.36230123
Threat0.011767523
Severe Toxicity0.13863131
Moderate 0.3977292 Low Con 0.188 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It's time to deport Immigrants with expired visa's
It's time to deport Immigrants with expired visa's
Identity Attack0.46028158
Insult0.15769513
Profanity0.058445938
Threat0.091630474
Severe Toxicity0.022452017
Moderate 0.3977292 Low Con 0.231
Oct 12, 2025 IRCC Names India in Study …
the karma or consequences of canada supported khalistani terrrorists
the karma or consequences of canada supported khalistani terrrorists
Identity Attack0.43256098
Insult0.38406035
Profanity0.0569429
Threat0.05203775
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.167 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
Identity Attack0.28034934
Insult0.35677677
Profanity0.30690086
Threat0.018710058
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.421 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is doomed.. See how these snakes destroy them inside out..
Canada is doomed.. See how these snakes destroy them inside out..
Identity Attack0.19693321
Insult0.40243408
Profanity0.07611542
Threat0.108496375
Severe Toxicity0.017093835
Moderate 0.3977292 Low Con 0.126 Fear_Threat
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
Identity Attack0.381025
Insult0.37052566
Profanity0.05268429
Threat0.100830056
Severe Toxicity0.01896597
Moderate 0.3977292 Low Con 0.14 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Another corrupt POS in the money game
Another corrupt POS in the money game
Identity Attack0.03894114
Insult0.46327567
Profanity0.079025
Threat0.007637825
Severe Toxicity0.008239746
Moderate 0.3977292 Low Con 0.122
Nov 6, 2025 IRCC Names India in Study …
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late …
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late get drunk randomly quit.
Identity Attack0.46028158
Insult0.24928534
Profanity0.16078159
Threat0.030969119
Severe Toxicity0.02116089
Moderate 0.3977292 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s so fing rude
She’s so fing rude
Identity Attack0.029144434
Insult0.38852
Profanity0.21132572
Threat0.00948907
Severe Toxicity0.013736901
Moderate 0.3977292 Moderate Con 0.339 Meta_Commentary
Oct 11, 2025 IRCC Names India in Study …
Would rather a Hindi or sikh over a Muslim any day
Would rather a Hindi or sikh over a Muslim any day
Identity Attack0.48915586
Insult0.17858955
Profanity0.10240069
Threat0.027688526
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.229 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I say the same thing I've said for years; Canada is a massive con.
I say the same thing I've said for years; Canada is a massive con.
Identity Attack0.36702603
Insult0.42167732
Profanity0.1413768
Threat0.008375733
Severe Toxicity0.016319158
Moderate 0.3977292 Moderate Con 0.369 Policy_Critique
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
You know it’s bad when other India’s are telling you it’s too much. People forget that real migrants left their country to get away from the losers who make it terrible. When they join too …
You know it’s bad when other India’s are telling you it’s too much. People forget that real migrants left their country to get away from the losers who make it terrible. When they join too not even they arent happy about having more of their fellow countrymen around
Identity Attack0.37152436
Insult0.41767508
Profanity0.15371579
Threat0.00933372
Severe Toxicity0.01483436
Moderate 0.3977292 Moderate Con 0.413 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
putting a monument in another country is like owning the land. shameless
putting a monument in another country is like owning the land. shameless
Identity Attack0.037394293
Insult0.4339631
Profanity0.058445938
Threat0.008453408
Severe Toxicity0.008468628
Moderate 0.3977292 Low Con 0.144 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Identity Attack0.41222036
Insult0.36798462
Profanity0.11168506
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.242 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only …
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only have half the required nails every thing will be substandard with corners cut not level and square and if you point it out they pull the race card
Identity Attack0.39207554
Insult0.3388922
Profanity0.20592089
Threat0.02250864
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.34 Unverified_Claim
Sep 19, 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.