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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: "Indians are invading in a …" 90 comments · Page 3 of 4
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
Identity Attack0.44690517
Insult0.21836096
Profanity0.19155724
Threat0.038220957
Severe Toxicity0.02383376
Moderate 0.39231625 Low Con 0.274 Fear_Threat
Sep 29, 2025 2 likes IRCC Names India in Study …
This is what New Zealand looks like too, totally invaded by Indians recently.
This is what New Zealand looks like too, totally invaded by Indians recently.
Identity Attack0.48915586
Insult0.2469859
Profanity0.11725569
Threat0.018710058
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.275 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, …
White guy from Europe invades random Red Indian land and names it Canada 🇨🇦 . Years later, his ancestor comes around to make a video that real indians have invaded and might do to them, what they did to the Red Indians 😂😂😂
Identity Attack0.46028158
Insult0.1669316
Profanity0.11168506
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.193 Humor_Satire
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...
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Identity Attack0.48915586
Insult0.191015
Profanity0.040910475
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.289 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are …
I can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are WAY WAY WAY TOO MANY!!!!!! We seriously need Trump here to shut down the borders because our soft government won't.😡😡😡👳👳👳
Identity Attack0.43256098
Insult0.23237456
Profanity0.05543986
Threat0.020609349
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.516 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
Identity Attack0.38699543
Insult0.22303216
Profanity0.1696208
Threat0.021127338
Severe Toxicity0.022193791
Moderate 0.37751234 Low Con 0.179 Humor_Satire
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole …
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole purpose is to bring back the wealth and make india great again.
Identity Attack0.44690517
Insult0.16831873
Profanity0.09775851
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.201 Unverified_Claim
Feb 21, 2026 2 likes Inside Canada's Indian Invasion...
Canada’s indian invasion is nowhere as bad as America's being invaded by the third world. I wish America and Canada can switch places!
Canada’s indian invasion is nowhere as bad as America's being invaded by the third world. I wish America and Canada can switch places!
Identity Attack0.44690517
Insult0.21602537
Profanity0.026727317
Threat0.012699619
Severe Toxicity0.019740647
Moderate 0.37576625 Moderate Con 0.351 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Identity Attack0.40447855
Insult0.16831873
Profanity0.0935729
Threat0.020091362
Severe Toxicity0.020515325
Moderate 0.36095104 Moderate Con 0.348 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Identity Attack0.44690517
Insult0.15414265
Profanity0.032643758
Threat0.019918699
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.388
Aug 28, 2025 Why Canadians Are Turning Against …
Indians are invading New Zealand too.
Indians are invading New Zealand too.
Identity Attack0.4054415
Insult0.13245803
Profanity0.11292298
Threat0.026652548
Severe Toxicity0.018578632
Moderate 0.3389984 Low Con 0.244
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians have invaded Canada, USA , UK and Australia.
Indians have invaded Canada, USA , UK and Australia.
Identity Attack0.41052565
Insult0.09270445
Profanity0.0684662
Threat0.017846745
Severe Toxicity0.015544481
Moderate 0.33421695 Low Con 0.171 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Most likely Punjabi invaders,cuz they are not indian , it's obvious they r different species then other Indian which I have seen the most
Most likely Punjabi invaders,cuz they are not indian , it's obvious they r different species then other Indian which I have seen the most
Identity Attack0.38826546
Insult0.1935001
Profanity0.14754629
Threat0.04098356
Severe Toxicity0.023076924
Moderate 0.3308965 Moderate Con 0.331 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Identity Attack0.3825363
Insult0.24928534
Profanity0.11663672
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.3302291 Constructive 0.643 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
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)
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)
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...
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...

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.