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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: "If they are here illegally …" 638 comments · Page 7 of 26
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, …
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, including extortions !!!! Please make sure you don’t give out wrong information, and spread misinformation towards Punjabis 😊 thank you love your channel ☮️☮️☮️☮️
Identity Attack0.3819294
Insult0.35016364
Profanity0.09260304
Threat0.0347677
Severe Toxicity0.024631912
Moderate 0.39987978 Constructive 0.701
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
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...
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
Identity Attack0.44690517
Insult0.38406035
Profanity0.10240069
Threat0.008272167
Severe Toxicity0.015479924
Moderate 0.39987978 Low Con 0.245 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Missionaries are doing illegal delusional conversions inside India and Indians themselves converts the churches into temples by themselves living there without doing any illegal conversions. Still the whites have issues.
Missionaries are doing illegal delusional conversions inside India and Indians themselves converts the churches into temples by themselves living there without doing any illegal conversions. Still the whites have issues.
Identity Attack0.4931391
Insult0.23704576
Profanity0.096805766
Threat0.010757755
Severe Toxicity0.015350811
Moderate 0.39987978 Low Con 0.2 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean up... how they are corrupt people sometimes, how they try to cut corners and do things illegally... i watched it in my own workplace, how our indian sikh boss was so racist to his fellow indians, because they had patel name from gujarat and were 'lower cast' than the bossman who had sikh last name and was an 'engineer'. but this man just wanted to cut costs and try to cheat things, now this workplace is closed down. this is my experience all my life with indians. :(
Identity Attack0.44690517
Insult0.40243408
Profanity0.1067334
Threat0.015429466
Severe Toxicity0.021548226
Moderate 0.39842087 Constructive 0.711 Personal_Narrative
Nov 4, 2025 1 likes 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 …
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also …
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also know that they are being put up into hotels at taxpayers expense while our own Canadian citizens get kicked out onto the street so they can be treated like princes and princesses on Canadian taxpayers dime. Suck a crock that you promote these lies to try to convince us taxpayers aren't on the hook for all this stuff.
Identity Attack0.18313584
Insult0.40243408
Profanity0.2395431
Threat0.025098583
Severe Toxicity0.022193791
Moderate 0.3977292 Moderate Con 0.362
Apr 14, 2019 How much do refugees and …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Canada government liberals don't know where all these illegal scammer students are? Do they know anything? Does the government know how many of these are terrorists
Identity Attack0.27991617
Insult0.42743355
Profanity0.05393682
Threat0.01187109
Severe Toxicity0.013285006
Moderate 0.3969567 Low Con 0.216
Sep 29, 2025 IRCC Names India in Study …
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
Identity Attack0.38208112
Insult0.37166002
Profanity0.11168506
Threat0.027688526
Severe Toxicity0.020515325
Moderate 0.3969567 Moderate Con 0.349 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
People will call you racist and a MAGA if you speak up against illegal immigrants commiting crimes.
People will call you racist and a MAGA if you speak up against illegal immigrants commiting crimes.
Identity Attack0.44690517
Insult0.33964422
Profanity0.039407436
Threat0.009981008
Severe Toxicity0.013866014
Moderate 0.39669925 Low Con 0.286 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
That is why Trump’s ICE is removing hundreds of thousands of illegal criminal aliens out of the US that are on Interpol’s Red list. (homicide, sex offences, crimes against children, drug offences, etc, etc)
That is why Trump’s ICE is removing hundreds of thousands of illegal criminal aliens out of the US that are on Interpol’s Red list. (homicide, sex offences, crimes against children, drug offences, etc, etc)
Identity Attack0.36803186
Insult0.34135336
Profanity0.07385241
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.267 Fear_Threat
Feb 18, 2026 31 likes Canadian immigration officers investigating hundreds …
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid …
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid through that, illegal immigrants get free everything, Canada turned into a real hell hole, this not the country my family and others family fought for
Identity Attack0.38826546
Insult0.3388922
Profanity0.2124067
Threat0.010447056
Severe Toxicity0.022193791
Moderate 0.38811707 Constructive 0.574
Aug 31, 2025 17 likes Why Canadians Are Turning Against …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty of land plus black money which gives them power. Sad some of the states have totally put the whole country name to such a shame and have never evolved from such a mindset. I just pray Indians to represent their country abroad as a better citizen and respect their laws and culture.
Identity Attack0.44690517
Insult0.36537176
Profanity0.20916378
Threat0.12689553
Severe Toxicity0.031420294
Moderate 0.38601747 Constructive 0.704 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Identity Attack0.39334553
Insult0.35016364
Profanity0.02023706
Threat0.009307829
Severe Toxicity0.0128976675
Moderate 0.38601747 Moderate Con 0.325 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free …
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free health care in Canada call me racist I don't care.
Identity Attack0.41052565
Insult0.33154017
Profanity0.045419596
Threat0.011353259
Severe Toxicity0.017481172
Moderate 0.38434127 Constructive 0.564 Economic_Argument
Feb 26, 2026 136 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This is insane...I'm indian and I'll be honest illegal immegration is soo annoying and literally ruins the name of the whole country....hopefully people get educated and act smarter
This is insane...I'm indian and I'll be honest illegal immegration is soo annoying and literally ruins the name of the whole country....hopefully people get educated and act smarter
Identity Attack0.3780483
Insult0.24928534
Profanity0.14578357
Threat0.011275585
Severe Toxicity0.02167734
Moderate 0.3827457 Constructive 0.58 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Sounds like Canada needs Trump , run them illegals out
Sounds like Canada needs Trump , run them illegals out
Identity Attack0.39966375
Insult0.2659317
Profanity0.04065997
Threat0.30148876
Severe Toxicity0.023076924
Moderate 0.3827457 Low Con 0.166 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini …
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini catch me if you can .. hehe free pizzas
Identity Attack0.29188538
Insult0.40243408
Profanity0.03915693
Threat0.0086087575
Severe Toxicity0.01121521
Moderate 0.3811502 Moderate Con 0.46
Nov 6, 2025 IRCC Names India in Study …
That doesnt matter to liberals they dont care about the law unless it suits them, in fact liberals wantbto keep every single illiterate illegal for votes.
That doesnt matter to liberals they dont care about the law unless it suits them, in fact liberals wantbto keep every single illiterate illegal for votes.
Identity Attack0.17070955
Insult0.41530323
Profanity0.044668075
Threat0.007870848
Severe Toxicity0.0077056885
Moderate 0.37955463 Low Con 0.238
Jan 16, 2026 2.9 million Canadian temporary visas …
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...

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.