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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 397 of 1230
People keep bringing up the Native Americans like a girlfriend who was cheated on 200 years ago. Can we not move TF on.
People keep bringing up the Native Americans like a girlfriend who was cheated on 200 years ago. Can we not move TF on.
Identity Attack0.20483385
Insult0.24928534
Profanity0.2761231
Threat0.010058682
Severe Toxicity0.016706496
Moderate 0.3389984 Moderate Con 0.459 Identity_Assertion
Nov 3, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Bellow Down syndrome 😂😂
Bellow Down syndrome 😂😂
Identity Attack0.28622448
Insult0.27969417
Profanity0.20808282
Threat0.009281937
Severe Toxicity0.030523606
Moderate 0.3389984 Moderate Con 0.372 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support …
It’s all on the white man not wanting to take care of the women and children. This is the outcome of not wanting kids and calling your women gold digger when they ask for support for their children. Look at these men, hate them or not. They are family members and looking after their families.
Identity Attack0.38238457
Insult0.16795322
Profanity0.075468846
Threat0.009955117
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.398
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
Identity Attack0.009989422
Insult0.076819435
Profanity0.07255927
Threat0.3630133
Severe Toxicity0.016771052
Moderate 0.3389984 Moderate Con 0.311 Unverified_Claim
Feb 17, 2026 Inside Canada's Indian Invasion...
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
Identity Attack0.32184324
Insult0.30797598
Profanity0.052183274
Threat0.0089712385
Severe Toxicity0.011138916
Moderate 0.3389984 Constructive 0.592 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Identity Attack0.29798782
Insult0.15236975
Profanity0.033645786
Threat0.13815513
Severe Toxicity0.020127986
Moderate 0.3389984 Low Con 0.26
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
There's like 2 billion of them That's 2 billion too many indians crashing out in replies
There's like 2 billion of them That's 2 billion too many indians crashing out in replies
Identity Attack0.3817989
Insult0.16809943
Profanity0.098067984
Threat0.05947323
Severe Toxicity0.019611536
Moderate 0.3389984 Low Con 0.203 Fear_Threat
Jan 27, 2026 212 likes Inside Canada's Indian Invasion...
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. …
It’s really surprising that the Indians were talking about how everyone is allowed in temples or we help everyone no matter the skin colour, while the white people complained about how all Indians are bad. Really goes to show that they have generalised the whole population and don’t want to assimilate themselves.
Identity Attack0.40447855
Insult0.16897665
Profanity0.09583591
Threat0.0101363575
Severe Toxicity0.013349563
Moderate 0.3389984 Constructive 0.528 Identity_Assertion
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
Identity Attack0.27991617
Insult0.19967617
Profanity0.35346076
Threat0.032695748
Severe Toxicity0.01986976
Moderate 0.3389984 Constructive 0.639 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We know what liberal and carney will do before they do it We know these scammers they working with the police This is why we have a surprise for them very soon ❤😘
We know what liberal and carney will do before they do it We know these scammers they working with the police This is why we have a surprise for them very soon ❤😘
Identity Attack0.023796257
Insult0.37960073
Profanity0.03990845
Threat0.009307829
Severe Toxicity0.005836487
Moderate 0.3389984 Low Con 0.171 Unverified_Claim
Feb 24, 2026 'We do know that there's …
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
Identity Attack0.050443888
Insult0.17858955
Profanity0.22213541
Threat0.011922873
Severe Toxicity0.016964722
Moderate 0.3389984 Moderate Con 0.323 Humor_Satire
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Identity Attack0.3817989
Insult0.15769513
Profanity0.07514556
Threat0.011249693
Severe Toxicity0.01322045
Moderate 0.3389984 Constructive 0.53 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Identity Attack0.33352965
Insult0.2679134
Profanity0.040409464
Threat0.007534259
Severe Toxicity0.009689331
Moderate 0.3389984 Low Con 0.222 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
Identity Attack0.3758158
Insult0.1342682
Profanity0.094219476
Threat0.020091362
Severe Toxicity0.018836858
Moderate 0.3389984 Constructive 0.585 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I swear they’re everywhere and they screw up my order each time
I swear they’re everywhere and they screw up my order each time
Identity Attack0.0076585566
Insult0.1087965
Profanity0.36230123
Threat0.009307829
Severe Toxicity0.013672344
Moderate 0.3389984 Moderate Con 0.351 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Identity Attack0.38699543
Insult0.22770336
Profanity0.026180768
Threat0.009618527
Severe Toxicity0.0127685545
Moderate 0.3389984 Constructive 0.541
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Identity Attack0.053399716
Insult0.35677677
Profanity0.073529124
Threat0.020264024
Severe Toxicity0.0119018555
Moderate 0.3389984 Constructive 0.673 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Identity Attack0.38223284
Insult0.16839184
Profanity0.19893537
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.239 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Identity Attack0.3825363
Insult0.24928534
Profanity0.024677763
Threat0.008712323
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.277
Oct 22, 2025 IRCC Names India in Study …
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
Identity Attack0.38318536
Insult0.16773392
Profanity0.021740068
Threat0.009722093
Severe Toxicity0.008735657
Moderate 0.3389984 Moderate Con 0.317
Jun 22, 2025 How Canada broke its immigration …
My family is from India, I’m born and raised in America. India used to be nice in the 1960’s. I’m disappointed in what has become of it, unsanitary food, pollution, overpopulation, and garbage everywhere. I’m …
My family is from India, I’m born and raised in America. India used to be nice in the 1960’s. I’m disappointed in what has become of it, unsanitary food, pollution, overpopulation, and garbage everywhere. I’m reluctant to visit
Identity Attack0.37507164
Insult0.24928534
Profanity0.1308005
Threat0.008945347
Severe Toxicity0.016512826
Moderate 0.3389984 Constructive 0.608
Jan 27, 2026 Inside Canada's Indian Invasion...
Zend them all home. If they arent a citizen today. Then send them home. Next is cut off all family migration..meaning if one of them is a here, they dont get to automarically bring their …
Zend them all home. If they arent a citizen today. Then send them home. Next is cut off all family migration..meaning if one of them is a here, they dont get to automarically bring their wives or kids or grand larents etc. Kids maybe..but this chain migration is also horribke and has ro end..then any immigrqnts should not be allowed any handoits. At all. If any of them commit any crime they should be instantly deported. Period.
Identity Attack0.36702603
Insult0.18107465
Profanity0.0684662
Threat0.13815513
Severe Toxicity0.019482423
Moderate 0.3389984 Moderate Con 0.399 Call_To_Action
Nov 24, 2025 Quebec Ends Economic Immigration Program …
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
Identity Attack0.36733335
Insult0.21602537
Profanity0.02795705
Threat0.009023022
Severe Toxicity0.009460449
Moderate 0.3389984 Constructive 0.703 Personal_Narrative
Jan 28, 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.