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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 need all these illegal …" 83 comments · Page 1 of 4
Tipical lib bs. Refugees need to stop Illegal need to stop They are letting to many in on taxpayers dime. Making more money than seniors an the disabled. Canadians And no secu check because your …
Tipical lib bs. Refugees need to stop Illegal need to stop They are letting to many in on taxpayers dime. Making more money than seniors an the disabled. Canadians And no secu check because your short staff. Ffs. This is why Canada is becoming a shit hole. You don’t let the fox in hen house then ask questions. Stupid libs.
Identity Attack0.42615733
Insult0.7775208
Profanity0.44249827
Threat0.008815889
Severe Toxicity0.11492836
Toxic 0.78711975 Low Con 0.254 Insult
Nov 21, 2025 2 likes Thousands of refugees allowed into …
Yes! As a 3rd generation Canadian, I’m so fed up with immigrants! I want them out! My country has gone to crap. I feel like a foreigner in my own country. Illegals need to go. …
Yes! As a 3rd generation Canadian, I’m so fed up with immigrants! I want them out! My country has gone to crap. I feel like a foreigner in my own country. Illegals need to go. I’m so sick of them taking all the jobs, committing crimes and getting free handouts. The lady speaking in this video hits it on the head.
Identity Attack0.54996765
Insult0.5678696
Profanity0.46460027
Threat0.13582869
Severe Toxicity0.16960317
Moderate 0.64447093 Constructive 0.636 Identity Attack Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
we need to start rounding up all those illegal italians who came here in the 60's and 70's and had illegal children. I have a Italian neighbour who has been here 50 years and still …
we need to start rounding up all those illegal italians who came here in the 60's and 70's and had illegal children. I have a Italian neighbour who has been here 50 years and still can't speak a word of English. they fucked this country hard.
Identity Attack0.5504064
Insult0.46327567
Profanity0.62717754
Threat0.03235042
Severe Toxicity0.16960317
Moderate 0.6308517 Moderate Con 0.473 Identity Attack Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This …
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This is Canada. All of these huge demonic creatures with multiple hands and feet need to be TAKEN DOWN. The Canadian flag is the only flag that should be flown high. Shame on the liberal government for allowing this to happen.
Identity Attack0.55044734
Insult0.56997263
Profanity0.26555094
Threat0.18913531
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO STAND UP FOR YOURSELF OR COUNTRY. THESE PEOPLE ONLY HAVE RACIST TO GO NO THEY HAVE NOTHING ELSE TO FIGHT WITH. MOST OF THEM ARE DUNNB AS THEY COME. LOOK AT THE COUNTRY THEY COME FROM THEY ARE SHIT HOLES, THESE PEOPLE WHO INVADED OUR COUMTRY DID THID TO THEIR COUNTRY. BIRTH RATE IS A EXCUSE FOR THE INVASION. LESS PEOPLE LESS MEDICAL, LESS EVERYTHING. THIS IS TRUDEAUS AND HIS GOON SQUAD FAULT. THEY NEED TO BE RUN DOWN BE CHARGED WITH TREASON, SINCE THEY LIKE TO MENTION THE COLONIZATION WE SHOULD FOLLOW THE LAWS FOT TREASO THEY USED BACK THEN. DONT LISTEN TO THEM, TELL THEM TO PUT IT WHERE THE SUN DONT SHINE. WE ALL WANT THEM OUT. MOST OF HEM HAVE GOTTEN THEY MONEY FROM ILLEGALS GAINS TO COME HERE. PEOLE HAVE TO QUIT HIREING. HEM, QUIT FUNDING THEM, QUIT GIVING INTO THEM
Identity Attack0.44690517
Insult0.5177041
Profanity0.47001255
Threat0.051391184
Severe Toxicity0.1762085
Moderate 0.568186 Moderate Con 0.4 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as far as jobs go, you can think mark Carney, the successor of the supremely, crooked Liberal Party from Justin Trudeau. To another idiot bleeding the blind leading the blind of Liberal Party. They're the ones that allowed all these illegal immigrants in here to stay. We need mass deportations, maybe it's time to become part of the fifty first state.Let trump do his mass deportations and waive these illegal pieces of garbage foreign workers bye.Bye
Identity Attack0.27340925
Insult0.6308392
Profanity0.22542313
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.391 Insult Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and …
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and culture shame on u for taking away from canadians country plus we are fed up u need to get out
Identity Attack0.57150364
Insult0.4810288
Profanity0.08290444
Threat0.050744623
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.302 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
But GOD..... CANADA needs divine help!! It is coming!! "When nations forget God, they will be turned into HELL!! these illegals are PAID!
But GOD..... CANADA needs divine help!! It is coming!! "When nations forget God, they will be turned into HELL!! these illegals are PAID!
Identity Attack0.40255263
Insult0.42743355
Profanity0.27005023
Threat0.05559385
Severe Toxicity0.02406851
Moderate 0.49139655 Low Con 0.197 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and Islamist terrorists back to their own countries! I believe it’s 52 Muslim countries to choose from! When western Canada separates, I’m not sure how these problem will be solved! Illegals and Islamist terrorists need to be dealt with!!!
Identity Attack0.5203519
Insult0.36798462
Profanity0.02795705
Threat0.023026628
Severe Toxicity0.022322904
Moderate 0.45757914 Constructive 0.579 Identity Attack Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As an Indian who's been in Canada for 20+ years, I don't want it to turn into India. Deportation is needed, especially illegals and criminals.
As an Indian who's been in Canada for 20+ years, I don't want it to turn into India. Deportation is needed, especially illegals and criminals.
Identity Attack0.5135796
Insult0.39297962
Profanity0.041912504
Threat0.023889944
Severe Toxicity0.023076924
Moderate 0.4421347 Constructive 0.67 Identity Attack Personal_Narrative
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
Identity Attack0.5051609
Insult0.3388922
Profanity0.04642162
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.277 Identity Attack Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
We need to allowing bounties on these illegals . Catch and deport
We need to allowing bounties on these illegals . Catch and deport
Identity Attack0.458714
Insult0.3388922
Profanity0.07449899
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.2
Oct 2, 2025 IRCC Names India in Study …
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Identity Attack0.11163961
Insult0.47630358
Profanity0.03690237
Threat0.016810767
Severe Toxicity0.011062622
Moderate 0.4269174 Low Con 0.18 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being a liberal on Planet Earth should be illegal. They have done more damage then the Germans did
Identity Attack0.3817989
Insult0.42367843
Profanity0.07047026
Threat0.024235269
Severe Toxicity0.017868511
Moderate 0.41168427 Low Con 0.29
Jan 5, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, to exploit Roxon road, to his brainless protege Sean Fraser screwing up the immigration file as well as the housing file.... he's still a minister in Carney's minority gov't.....as is Guilbault and that loose cannon Joly.
Identity Attack0.11744241
Insult0.46173862
Profanity0.20139475
Threat0.00951496
Severe Toxicity0.01754573
Moderate 0.4014846 Moderate Con 0.348 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
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...
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 …
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...
We need a PM that puts Canadians first. No more immigrants and get rid of😅😂the 600,000 illegals here now
We need a PM that puts Canadians first. No more immigrants and get rid of😅😂the 600,000 illegals here now
Identity Attack0.44690517
Insult0.21135417
Profanity0.028093686
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.286 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
We need the Conservatives in power & start an ICE program & get rid of all these illegals & the fraud & revamp our entire immigration system .
We need the Conservatives in power & start an ICE program & get rid of all these illegals & the fraud & revamp our entire immigration system .
Identity Attack0.40351558
Insult0.24928534
Profanity0.036651865
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.285 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Canada needs ICE to remove the illegals and criminals shooting up our homes and businesses.
Identity Attack0.3758158
Insult0.24287975
Profanity0.024951037
Threat0.34804323
Severe Toxicity0.022710243
Moderate 0.37458646 Low Con 0.212 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …

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.