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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: "This is very sad and …" 300 comments · Page 1 of 12
The Liberals have created a let’s all hate Trump and ignore how they’ve destroyed our country. Sadly many of the elbow’s up morons have fallen for it.
The Liberals have created a let’s all hate Trump and ignore how they’ve destroyed our country. Sadly many of the elbow’s up morons have fallen for it.
Identity Attack0.0007415751
Insult0.9763253
Profanity0.0091679245
Threat0.0008703471
Severe Toxicity0.00007650077
Toxic 0.9836945 Insult
Dec 13, 2025 2 likes
your content is so bad and charged. shit sad
your content is so bad and charged. shit sad
Identity Attack0.04641757
Insult0.5678696
Profanity0.86331284
Threat0.012596053
Severe Toxicity0.35368225
Toxic 0.9248995 Low Con 0.159 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
Identity Attack0.5135796
Insult0.5723624
Profanity0.77181685
Threat0.05559385
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.279 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Identity Attack0.6320481
Insult0.65231085
Profanity0.8690192
Threat0.04167421
Severe Toxicity0.36435235
Toxic 0.90451443 Constructive 0.52 Identity Attack Insult Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
they fucking ruined canada….so fucking sad
they fucking ruined canada….so fucking sad
Identity Attack0.21866
Insult0.47384647
Profanity0.8907955
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.88599813 Low Con 0.294 Fear_Threat
Oct 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So sad and disgusting 🤢, Canada is an absolute disaster a colony from India, they are going to turn Canada in another shit hole same as theirs.
So sad and disgusting 🤢, Canada is an absolute disaster a colony from India, they are going to turn Canada in another shit hole same as theirs.
Identity Attack0.6007182
Insult0.6831271
Profanity0.66405153
Threat0.036839653
Severe Toxicity0.35166132
Toxic 0.8364697 Low Con 0.227 Identity Attack Insult
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a sad Canadian. I knew shit was going on, but I’ve been blissfully ignorant to this bullshit
I’m a sad Canadian. I knew shit was going on, but I’ve been blissfully ignorant to this bullshit
Identity Attack0.29798782
Insult0.47384647
Profanity0.8855216
Threat0.009281937
Severe Toxicity0.16960317
Toxic 0.8364697 Moderate Con 0.361 Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The …
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The back and forth to see this is how dudes wind up , either completely trafficked or just cut up and sold for organs!!!!! Hes freaking out. He's obliviously in the nice safe house I've ever f****** seen.That's better than a lot of american children's foster homes!!!!😮 i'm starting to think all of this is f****** fake. But the real answer is very sad. As to why the government is allowing all this s*** to happen under their nose. This is APART OF THE, NEW WORLD ORDERS, BIG PLAN THATS BEEN GOING ON. TO DESTABILIZE THE WEST , SOOO LATER, THEY CAN CLAIM THAT DEMOCRACY IN CAPITALISM WAS A COMPLETE FAILURE.!!!!! WHEN THE TRUTH IS , IT WAS THE ONE PERCENTAGE THAT CACOMPLEY DESIGNED THE FAILURES. 😢
Identity Attack0.22935481
Insult0.5270482
Profanity0.67055607
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.78711975 Constructive 0.505 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What a sad guy you are. Grow up and make real content instead of spreading racism. Pathetic.
What a sad guy you are. Grow up and make real content instead of spreading racism. Pathetic.
Identity Attack0.057037655
Insult0.7967344
Profanity0.22792831
Threat0.010084574
Severe Toxicity0.023293832
Toxic 0.7856813 Low Con 0.14 Insult Meta_Commentary
Feb 12, 2026 5 likes Inside Canada's Indian Invasion...
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Sad people in east loser criminal so many criminals in liberals government so sad loser people
Sad people in east loser criminal so many criminals in liberals government so sad loser people
Identity Attack0.2949366
Insult0.71120167
Profanity0.22213541
Threat0.009955117
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.094 Insult
Sep 28, 2025 IRCC Names India in Study …
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to …
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to not be having kids...you are self deleting and literally giving up like a bunch of weak whinny selfish little babies...you are truly a pathetic bunch of weaklings smh
Identity Attack0.06294931
Insult0.72756535
Profanity0.26631543
Threat0.035803676
Severe Toxicity0.02449106
Moderate 0.6852916 Low Con 0.287 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
Identity Attack0.6682205
Insult0.6051471
Profanity0.33141375
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.65996873 Low Con 0.26 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your …
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your own country
Identity Attack0.49032792
Insult0.5678696
Profanity0.5365423
Threat0.012181788
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.405 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler only interviewing white racist trash people about indians, and not taking in consideration other white ppls opinions... man that is just dissapointing ngl. A year ago this dude seemed interesting to subscribe to, but …
Tyler only interviewing white racist trash people about indians, and not taking in consideration other white ppls opinions... man that is just dissapointing ngl. A year ago this dude seemed interesting to subscribe to, but not.... I realize he is just a trumpified trumpet that wants to milk social problems and racism just for clicks, for money esentially. Very sad.
Identity Attack0.58354634
Insult0.6308392
Profanity0.27882218
Threat0.01086132
Severe Toxicity0.12809667
Moderate 0.63782936 Moderate Con 0.471 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Some people think Sikhs are good law abifjn citizens but they practice arranged marriages...saw a BBC documentary about a girl who was raped and killed by her uncle and cousin because she refused to marry …
Some people think Sikhs are good law abifjn citizens but they practice arranged marriages...saw a BBC documentary about a girl who was raped and killed by her uncle and cousin because she refused to marry an older man that her parents selected for her...very sad shit 😢
Identity Attack0.44690517
Insult0.47630358
Profanity0.541926
Threat0.34913966
Severe Toxicity0.34189755
Moderate 0.6342749 Constructive 0.677
Jan 27, 2026 Inside Canada's Indian Invasion...
The ignorance of that racist man against Africans is beyond shocking. How can a person be that ignorant and spew so much hate in the name of expression. Just sad.
The ignorance of that racist man against Africans is beyond shocking. How can a person be that ignorant and spew so much hate in the name of expression. Just sad.
Identity Attack0.36702603
Insult0.6675394
Profanity0.16775991
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.6308517 Moderate Con 0.379 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lived in brampton most my life until 2019 when i left. Sad to see shit is like this, even though i kept hearing about this.
Lived in brampton most my life until 2019 when i left. Sad to see shit is like this, even though i kept hearing about this.
Identity Attack0.025806036
Insult0.2838064
Profanity0.7246992
Threat0.008362788
Severe Toxicity0.023552058
Moderate 0.62136006 Constructive 0.507
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Michelle for MP save Canada 🎉 mps acting dumb so sad
Michelle for MP save Canada 🎉 mps acting dumb so sad
Identity Attack0.08087392
Insult0.6798578
Profanity0.20016506
Threat0.007534259
Severe Toxicity0.01935331
Moderate 0.62136006 Low Con 0.256 Insult Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Its sad seeing the state of Canada- dirty, uncivilized, negative, cringeworthy, classless.
Its sad seeing the state of Canada- dirty, uncivilized, negative, cringeworthy, classless.
Identity Attack0.44690517
Insult0.6308392
Profanity0.07708528
Threat0.008077981
Severe Toxicity0.023645958
Moderate 0.6027529 Low Con 0.243 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is genuinely crap to see and it's happening in more places than you know. Very sad.
This is genuinely crap to see and it's happening in more places than you know. Very sad.
Identity Attack0.013345404
Insult0.4339631
Profanity0.5722072
Threat0.008168601
Severe Toxicity0.023076924
Moderate 0.6027529 Constructive 0.535 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
Identity Attack0.2331515
Insult0.5130944
Profanity0.50818664
Threat0.05430072
Severe Toxicity0.059217658
Moderate 0.60152835 Moderate Con 0.348 Insult Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Identity Attack0.5485698
Insult0.46173862
Profanity0.41503602
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.594 Identity Attack Unverified_Claim
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.