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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: "They need to get the …" 345 comments · Page 2 of 14
These so-called international students from India are all part of the scam they know what they're getting themselves into!!! they are all part of it. they never planned on studying to begin with. their scam …
These so-called international students from India are all part of the scam they know what they're getting themselves into!!! they are all part of it. they never planned on studying to begin with. their scam is to enter Canada on fraudulent student visas just to shamelessly claim asylum. So disgusting!!! these people all need to be deported back where they came from and where they belong!
Identity Attack0.55044734
Insult0.6109131
Profanity0.17752954
Threat0.06755528
Severe Toxicity0.112294696
Moderate 0.6342749 Moderate Con 0.334 Identity Attack Insult Unverified_Claim
Sep 28, 2025 2 likes IRCC Names India in Study …
They are so fake, they get subsidized to go school. They are such liars. They don't give a shit about Canadians. They're all about taking over Canada. They don't need to go to war to …
They are so fake, they get subsidized to go school. They are such liars. They don't give a shit about Canadians. They're all about taking over Canada. They don't need to go to war to take over our country they just assimilate and take it over. Why don't you go look at the Companies they work at and see if they have any Canadian working there.
Identity Attack0.33675182
Insult0.62169385
Profanity0.43669638
Threat0.021300001
Severe Toxicity0.067522444
Moderate 0.6289369 Moderate Con 0.388 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Hell yeah! It's nice to see Tyler cover this BS! We need more people to be aware of just how out of hand the immigrant crisis is in Canada! I miss being able to get …
Hell yeah! It's nice to see Tyler cover this BS! We need more people to be aware of just how out of hand the immigrant crisis is in Canada! I miss being able to get a f*cking job!
Identity Attack0.18158256
Insult0.4339631
Profanity0.6919765
Threat0.0103175985
Severe Toxicity0.12282934
Moderate 0.6289369 Constructive 0.691 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to …
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to stop now!! Before we lose our country.
Identity Attack0.6990888
Insult0.37733194
Profanity0.14049543
Threat0.49142194
Severe Toxicity0.23225488
Moderate 0.62702215 Constructive 0.551 Identity Attack Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
That woman crying is pathetic she needs to get angry not depressed.
That woman crying is pathetic she needs to get angry not depressed.
Identity Attack0.18002926
Insult0.64537907
Profanity0.26641908
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.62702215 Low Con 0.236 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Identity Attack0.40351558
Insult0.6370372
Profanity0.46460027
Threat0.12996206
Severe Toxicity0.14389864
Moderate 0.62136006 Moderate Con 0.307 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And I say, "well done". You need to prove your worth or you should get out. No mercy to the scums and liars.
Identity Attack0.018269362
Insult0.6798578
Profanity0.22321637
Threat0.01119791
Severe Toxicity0.017222947
Moderate 0.6027529 Constructive 0.647 Insult
Dec 26, 2025 Deportations From Canada at Their …
STUPID QUESTION. I DID WE GET TO THIS POINT. SMH. WE NEED THEM TO GO BACK
STUPID QUESTION. I DID WE GET TO THIS POINT. SMH. WE NEED THEM TO GO BACK
Identity Attack0.010507392
Insult0.56997263
Profanity0.36230123
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.279 Insult Fear_Threat
Jan 19, 2026 5 likes Why Canada’s immigration system has …
The bike guy needs his own YouTube channel (he'd get banned immediately) and I would watch it every fu**ing day.
The bike guy needs his own YouTube channel (he'd get banned immediately) and I would watch it every fu**ing day.
Identity Attack0.035331827
Insult0.37619758
Profanity0.6528205
Threat0.019055385
Severe Toxicity0.052940834
Moderate 0.6027529 Moderate Con 0.316 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Yup…our ..Canadian citizen Standards..have been compromised.. and It will be extremely hard and painful for the people who..think they have us beat ..☝🏽 It’s simple.. we are trying to build our military.. and our military …
Yup…our ..Canadian citizen Standards..have been compromised.. and It will be extremely hard and painful for the people who..think they have us beat ..☝🏽 It’s simple.. we are trying to build our military.. and our military needs frontline soldiers…cannon fodder..So ..let’s get to the bottom of our ..immigrants who think they can..out smart our country…and send em to boot camp..or get the fuck out ..of our country..Russian .targets ..single man drones…etc.. Your people fucked up…sorry..🇨🇦🇨🇦..we are fighting back ..!
Identity Attack0.42615733
Insult0.5130944
Profanity0.57236236
Threat0.24484909
Severe Toxicity0.34993178
Moderate 0.60254884 Moderate Con 0.438 Insult Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
They need to get the f...k out canadians are fed up who the f....k do u think u are walking all over canadians country culture launguage history get them out ffs get out
They need to get the f...k out canadians are fed up who the f....k do u think u are walking all over canadians country culture launguage history get them out ffs get out
Identity Attack0.43896464
Insult0.48569724
Profanity0.5013569
Threat0.09929679
Severe Toxicity0.21902075
Moderate 0.6020386 Low Con 0.215 Identity_Assertion
Sep 20, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
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...
0:49 TOO MUCH INDIANS IN CANADA MY HOME HONEY GET THE MOOSE GUN WERE GONNA NEED IT
0:49 TOO MUCH INDIANS IN CANADA MY HOME HONEY GET THE MOOSE GUN WERE GONNA NEED IT
Identity Attack0.5689151
Insult0.3416952
Profanity0.2298641
Threat0.5225358
Severe Toxicity0.3525603
Moderate 0.5885171 Low Con 0.249 Identity Attack Threat Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our …
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our country!! We have so many getting commercial licenses and killing Canadians on the hwys just like they are in the US!!
Identity Attack0.46028158
Insult0.49151286
Profanity0.44249827
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.453 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way …
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way life . where are these scam artists liberals need to find them and deport them now . I am so very angry with this government for what they have done to country of ours .the biggest problem is that has been going since the 70s . there are more violent crime in since the liberals brought these east indians here . the catch and release program with them is not working they get bail leave jail head right to an international and leave the country with no punishment what so ever . more than likely returning under a different name .
Identity Attack0.46028158
Insult0.5739874
Profanity0.4044591
Threat0.045895394
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.443 Insult
Oct 13, 2025 IRCC Names India in Study …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not 'for' citizens. They have an agenda to replace citizens with these new immigrants who will work for much lower wages. It is all about giving jobs to migrants and for the elite to get richer.
Identity Attack0.45348886
Insult0.6306599
Profanity0.12286829
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.478 Insult Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Since the government and rcmp are completely useless Canadians need to start getting the job done!
Since the government and rcmp are completely useless Canadians need to start getting the job done!
Identity Attack0.50125694
Insult0.57566804
Profanity0.09775851
Threat0.008556974
Severe Toxicity0.023076924
Moderate 0.5779532 Low Con 0.244 Identity Attack Insult
Jan 5, 2026 Migrants cross into Canada near …
Attention all Muslims - THIS IS HOW YOU REACT TO CRITICISM!!! So you don't look like a Group than needs to get kicked out ASAP
Attention all Muslims - THIS IS HOW YOU REACT TO CRITICISM!!! So you don't look like a Group than needs to get kicked out ASAP
Identity Attack0.56445944
Insult0.36798462
Profanity0.22429734
Threat0.44942492
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.205 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The Muslim communities do not integrate. That's very UNCanadian! Get rid of them. We don't need to be harassed or humiliated. New Indians feel they can poop anywhere, even on the beach and then they …
The Muslim communities do not integrate. That's very UNCanadian! Get rid of them. We don't need to be harassed or humiliated. New Indians feel they can poop anywhere, even on the beach and then they cover it up with sand. Makes me want to take my dog for a walk on the beach. Not. They should be forced to learn to speak English and follow the rules.
Identity Attack0.6220118
Insult0.48569724
Profanity0.26098207
Threat0.34804323
Severe Toxicity0.2322463
Moderate 0.57271194 Constructive 0.51 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
At this point. We need trump. 😢just make us the 51st state. One flight to Florida? Trump getting shit done? I’m in!
Identity Attack0.045901958
Insult0.40243408
Profanity0.6069483
Threat0.013579931
Severe Toxicity0.023458159
Moderate 0.5716857 Moderate Con 0.409
Oct 21, 2025 1 likes IRCC Names India in Study …
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 …
We’re so screwed , liberals have gutted this country we need a miracle to get these dictators out
We’re so screwed , liberals have gutted this country we need a miracle to get these dictators out
Identity Attack0.23239216
Insult0.5130944
Profanity0.41255033
Threat0.029069828
Severe Toxicity0.024678862
Moderate 0.5559701 Low Con 0.249 Insult
Jan 5, 2026 2 likes New rules, regulations take effect …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
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)

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.