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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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Active: "We are being invaded" 307 comments · Page 9 of 13
Canada is fighting the US while being invaded by India. Lol
Canada is fighting the US while being invaded by India. Lol
Identity Attack0.37361985
Insult0.1087965
Profanity0.049177196
Threat0.039602257
Severe Toxicity0.0126394415
Moderate 0.32236105 Low Con 0.099
Oct 1, 2025 1 likes IRCC Names India in Study …
i genuinely think they only have Indians is so that America doesn't invade them
i genuinely think they only have Indians is so that America doesn't invade them
Identity Attack0.38185352
Insult0.0836065
Profanity0.09551262
Threat0.018019408
Severe Toxicity0.01683561
Moderate 0.32128486 Low Con 0.198
Jan 27, 2026 Inside Canada's Indian Invasion...
They aren't immigrating. They are invading. Islam wants to take over the western world as it has most of the eastern.
They aren't immigrating. They are invading. Islam wants to take over the western world as it has most of the eastern.
Identity Attack0.3817989
Insult0.0808917
Profanity0.06195303
Threat0.012285355
Severe Toxicity0.013801457
Moderate 0.32128486 Low Con 0.212
Aug 27, 2025 Why Canadians Are Turning Against …
And people are talking about Muslims invading their countries Those are hindi majority
And people are talking about Muslims invading their countries Those are hindi majority
Identity Attack0.38208112
Insult0.15414265
Profanity0.085167445
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.32020867 Low Con 0.243 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country …
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country a couple of Hundred years ago, it was stolen, invaded and completely white washed. Unfortunately no immigrant see Canada for what it should have been under the native people of Canada...so why are you scapegoating it when you're getting a taste of your own medicine. Claiming victimhood doesn't solve anything I guess...
Identity Attack0.36702603
Insult0.1823172
Profanity0.035649836
Threat0.0116639575
Severe Toxicity0.012962224
Moderate 0.31963667 Constructive 0.627
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Identity Attack0.23998553
Insult0.15485314
Profanity0.09583591
Threat0.019746035
Severe Toxicity0.016771052
Moderate 0.31963667 Low Con 0.218 Moral_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I mean Canada is also being invaded by Filipinos too 😂
I mean Canada is also being invaded by Filipinos too 😂
Identity Attack0.38185352
Insult0.09855611
Profanity0.036401358
Threat0.0115345
Severe Toxicity0.0126394415
Moderate 0.30993456 Moderate Con 0.34 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
Identity Attack0.28034934
Insult0.1669316
Profanity0.019622196
Threat0.017846745
Severe Toxicity0.011138916
Moderate 0.30539915 Low Con 0.177
Nov 6, 2025 IRCC Names India in Study …
"Racism" is the LEAST of our worries with people like this invading the west.
"Racism" is the LEAST of our worries with people like this invading the west.
Identity Attack0.2795294
Insult0.15769513
Profanity0.036401358
Threat0.013165667
Severe Toxicity0.011062622
Moderate 0.3047732 Low Con 0.292 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Every invaders crying in comments 😂😂😂 this is showing how they are successful in there! Jealousy at the peak 📈🔥
Every invaders crying in comments 😂😂😂 this is showing how they are successful in there! Jealousy at the peak 📈🔥
Identity Attack0.07177465
Insult0.1823172
Profanity0.08064143
Threat0.0113014765
Severe Toxicity0.0118255615
Moderate 0.3047732 Low Con 0.126 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
They already invaded UK and biw it is time to invade Canada!!!
They already invaded UK and biw it is time to invade Canada!!!
Identity Attack0.2783691
Insult0.06953252
Profanity0.04141149
Threat0.20938614
Severe Toxicity0.016060932
Moderate 0.30452284 Low Con 0.187 Fear_Threat
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
Identity Attack0.2127345
Insult0.16751462
Profanity0.06546012
Threat0.046541955
Severe Toxicity0.013414118
Moderate 0.30452284 Low Con 0.204 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Identity Attack0.37012735
Insult0.0820023
Profanity0.078378424
Threat0.013579931
Severe Toxicity0.01412424
Moderate 0.30136615 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Ethnicity - Brampton: South Asian 52%, European 19%, Black 13%, Latin 2%, South East and East Asian 6%, West Asian and Middle East 2%, Indigenous 1% and others European : Others ≈ 1 : 4 …
Ethnicity - Brampton: South Asian 52%, European 19%, Black 13%, Latin 2%, South East and East Asian 6%, West Asian and Middle East 2%, Indigenous 1% and others European : Others ≈ 1 : 4 so approximately one fifth of the Brampton populations are whites. European : SA ≈ 2 : 5 so approximately for every 5 South Asian/Indian there are 2 whites. Brampton you have been successfully invaded by the true East Indian Company @ The Great India 🤣🤣🤣
Identity Attack0.36702603
Insult0.07396803
Profanity0.059948977
Threat0.013269233
Severe Toxicity0.014317908
Low Tox 0.29953843 Moderate Con 0.405
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Identity Attack0.2774022
Insult0.08484049
Profanity0.02932342
Threat0.012596053
Severe Toxicity0.012283325
Low Tox 0.29771072 Moderate Con 0.31 Fear_Threat
Feb 19, 2026 7 likes LILLEY UNLEASHED: The fall of …
The white guy with the helmet is pretty based but even he is afraid to say that his city has been invaded and taken over...
The white guy with the helmet is pretty based but even he is afraid to say that his city has been invaded and taken over...
Identity Attack0.3072352
Insult0.10440776
Profanity0.04867618
Threat0.014911477
Severe Toxicity0.009422302
Low Tox 0.295883 Moderate Con 0.352
Jan 27, 2026 Inside Canada's Indian Invasion...
Who invade canada first : Europeans or african or Indian?
Who invade canada first : Europeans or african or Indian?
Identity Attack0.37082586
Insult0.07428485
Profanity0.024131214
Threat0.014393489
Severe Toxicity0.0118255615
Low Tox 0.28857216 Low Con 0.209 Question
Feb 11, 2026 Inside Canada's Indian Invasion...
Foreign invaders get the red carpet treatment on our dime while Canadian taxpayers struggle to put food on the table...
Foreign invaders get the red carpet treatment on our dime while Canadian taxpayers struggle to put food on the table...
Identity Attack0.29951343
Insult0.15236975
Profanity0.017299367
Threat0.008077981
Severe Toxicity0.007972717
Low Tox 0.2854971 Low Con 0.287
Nov 21, 2025 Thousands of refugees allowed into …
Claiming that indians are invading canada is like claiming the french invaded canada.
Claiming that indians are invading canada is like claiming the french invaded canada.
Identity Attack0.36702603
Insult0.082619295
Profanity0.029186781
Threat0.010084574
Severe Toxicity0.00869751
Low Tox 0.2854971 Low Con 0.16 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Immigrants and refugees don’t go to another country waving their country’s flag - invaders do.
Immigrants and refugees don’t go to another country waving their country’s flag - invaders do.
Identity Attack0.2949366
Insult0.10148193
Profanity0.020578653
Threat0.007857903
Severe Toxicity0.0073242188
Low Tox 0.2854903 Low Con 0.18 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
we need help being invaded
we need help being invaded
Identity Attack0.17381613
Insult0.05086332
Profanity0.09260304
Threat0.13815513
Severe Toxicity0.017287504
Low Tox 0.2854835 Moderate Con 0.308 Fear_Threat
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
What’s going on? They’re invading Thailand, Canada. What’s going on with the Indians??
What’s going on? They’re invading Thailand, Canada. What’s going on with the Indians??
Identity Attack0.36702603
Insult0.06687108
Profanity0.029050145
Threat0.014911477
Severe Toxicity0.009613037
Low Tox 0.2854733 Low Con 0.262 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Europeans invade Canada , real Canadians are red Indians Tribes, where they are ?
Europeans invade Canada , real Canadians are red Indians Tribes, where they are ?
Identity Attack0.34974504
Insult0.082866095
Profanity0.02385794
Threat0.008686432
Severe Toxicity0.009307861
Low Tox 0.28312725 Low Con 0.19 Moral_Argument
Feb 9, 2026 3 likes 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.