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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 #}

Comment Explorer

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Active: "How did we get to …" 2,660 comments · Page 40 of 107
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you are a “student” or “refugee” when you are not… Get immediately deported, do not pass Go, do not collect $200. The immigration program has run amok. We are literally paying to have criminals sustained in this country.
Identity Attack0.18468912
Insult0.20901857
Profanity0.02973333
Threat0.17964768
Severe Toxicity0.015479924
Moderate 0.3389984 Low Con 0.246 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not allen of the Qurans or the other gods of pagans. Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Identity Attack0.41052565
Insult0.16846494
Profanity0.027410502
Threat0.008129764
Severe Toxicity0.014963473
Moderate 0.3389984 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
(White) Canadians should probably get better educated than sitting here commenting.
(White) Canadians should probably get better educated than sitting here commenting.
Identity Attack0.3817989
Insult0.16480011
Profanity0.02385794
Threat0.007534259
Severe Toxicity0.010375977
Moderate 0.3389984 Low Con 0.147 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
A fob saying "I have seen no discrimination" is a spit to everybody's face. Get these Khalistan flags out of here. We as Canadians NEVER asked for this.
A fob saying "I have seen no discrimination" is a spit to everybody's face. Get these Khalistan flags out of here. We as Canadians NEVER asked for this.
Identity Attack0.2846865
Insult0.26957804
Profanity0.10982819
Threat0.012337137
Severe Toxicity0.014253352
Moderate 0.3389984 Moderate Con 0.435
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Identity Attack0.018470341
Insult0.16846494
Profanity0.09583591
Threat0.2836219
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.251 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
Identity Attack0.10757765
Insult0.34203702
Profanity0.09868695
Threat0.010214032
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.374 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the driving
Identity Attack0.4006267
Insult0.22770336
Profanity0.07223598
Threat0.007974415
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.537 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It gets bad they own every fast food business or gas station and only hire Indians 🤣
It gets bad they own every fast food business or gas station and only hire Indians 🤣
Identity Attack0.3817989
Insult0.11978693
Profanity0.09260304
Threat0.017846745
Severe Toxicity0.016706496
Moderate 0.3389984 Low Con 0.222 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Identity Attack0.22631748
Insult0.123407245
Profanity0.14225815
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.473
Jan 27, 2026 Inside Canada's Indian Invasion...
this is BS refugees and immigrants get treated better
this is BS  refugees and immigrants get treated better
Identity Attack0.28034934
Insult0.1662211
Profanity0.26641908
Threat0.0103175985
Severe Toxicity0.022322904
Moderate 0.3389984 Low Con 0.3
Apr 17, 2020 1 likes How much do refugees and …
Indians get citizenship in Canada, then they jump to America.
Indians get citizenship in Canada, then they jump to America.
Identity Attack0.40713623
Insult0.13245803
Profanity0.04742365
Threat0.012751401
Severe Toxicity0.01412424
Moderate 0.33836752 Low Con 0.176 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Identity Attack0.23998553
Insult0.18977246
Profanity0.20916378
Threat0.056563694
Severe Toxicity0.020515325
Moderate 0.33836752 Moderate Con 0.426 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
GET OUT !!! B
GET OUT !!! B
Identity Attack0.015053716
Insult0.16766082
Profanity0.09098661
Threat0.051067904
Severe Toxicity0.014188796
Moderate 0.3375374 Low Con 0.259 Fear_Threat
Feb 11, 2026 Canada's tighter immigration policy divides …
that bike guy should get arrested
that bike guy should get arrested
Identity Attack0.072601855
Insult0.15698463
Profanity0.09775851
Threat0.2836219
Severe Toxicity0.014447021
Moderate 0.3375374 Low Con 0.262 Fear_Threat
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for …
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for him to get here all the tests and what not, then to get his wife in took him 7 yrs then Trudeau opens the flood gates but not to normal immigrants but to people seeking asylum, by the tens of thousands halting regular immigration.
Identity Attack0.2839175
Insult0.2838064
Profanity0.17803068
Threat0.009618527
Severe Toxicity0.015415368
Moderate 0.3375374 Constructive 0.798
Sep 18, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at …
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at a Dollarama, with almost 3 years of experience and can't even get a job doing same stuff that i have alot of experience with. that Dollarama is right next to my house, i go there to get stuff all the time and guess what that entire staff is Indian. there is like 5 or 6 of them and 3 none Indians who are old co workers of mine. the Manager is Indian too and all i see when it's new hires is yup you guessed it a new Indian hire.
Identity Attack0.38826546
Insult0.17361937
Profanity0.18417911
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3375374 Constructive 0.667
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The racists say they don’t want to get an education when they actually pay three times the tuition. Which bring in billions a year. The racists don’t contribute billions into Canada.
The racists say they don’t want to get an education when they actually pay three times the tuition. Which bring in billions a year. The racists don’t contribute billions into Canada.
Identity Attack0.28034934
Insult0.26957804
Profanity0.02303812
Threat0.007340072
Severe Toxicity0.0077819824
Moderate 0.3367073 Low Con 0.233 Economic_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face when being called out by people so obvious
Identity Attack0.104676254
Insult0.36798462
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.0065231323
Moderate 0.33587718 Moderate Con 0.44 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a …
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a spousal visa so easy, quick! That’s how all my indian friends got it. It’s like a contract.” I told her “Hey that’s illegal!” And that Indian girl laughed and said “Who cares!” They are ruining the entire immigration system in Canada.
Identity Attack0.3857254
Insult0.16751462
Profanity0.08775374
Threat0.011042561
Severe Toxicity0.013866014
Moderate 0.33587718 Constructive 0.643
Oct 12, 2025 IRCC Names India in Study …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Identity Attack0.37292135
Insult0.24424846
Profanity0.057944927
Threat0.011094344
Severe Toxicity0.012054443
Moderate 0.33504707 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
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.