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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: "You're on your own now …" 1,066 comments · Page 12 of 43
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it …
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it or they would have stayed in their own country They are making the US and other countries and to their country They're bringing their same s***** ways to other people's country and cultures and I cannot believe the US and other countries are okay with this It's not just the Indians It's a Arabs the Mexicans the Asians Everybody leaves their country to come to better countries and still do the same s*** It's just crazy to me They should have stayed at home These people are nasty inside and out. 🤔🤨😔😷🤢🤮😡 And we know that white dude is just straight racist. Poor white trash. 👹
Identity Attack0.48915586
Insult0.40420914
Profanity0.40670946
Threat0.01750142
Severe Toxicity0.072789766
Moderate 0.45549932 Moderate Con 0.472 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Canadians doing what they do best; racism. If you can't appreciate the diversity in Canada, you're free to leave and go to wherever your colonizing European ancestors came from 💁🏽‍♂️
Identity Attack0.5124616
Insult0.36193377
Profanity0.032894265
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.301 Identity Attack Moral_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
Identity Attack0.2783691
Insult0.50440645
Profanity0.25824076
Threat0.008841781
Severe Toxicity0.018320406
Moderate 0.45396814 Constructive 0.515 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
Identity Attack0.55044734
Insult0.34135336
Profanity0.2659008
Threat0.013528148
Severe Toxicity0.023599008
Moderate 0.45243698 Constructive 0.65 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
Identity Attack0.46028158
Insult0.3416952
Profanity0.17380778
Threat0.05753354
Severe Toxicity0.032316983
Moderate 0.45243698 Low Con 0.276 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Its the liberal fall back "if you dont agree with them you're a racist, or worse you're a version of Hitler.
Its the liberal fall back "if you dont agree with them you're a racist, or worse you're a version of Hitler.
Identity Attack0.34649673
Insult0.4596616
Profanity0.09034003
Threat0.012285355
Severe Toxicity0.020386212
Moderate 0.4475325 Low Con 0.223 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
Identity Attack0.41975367
Insult0.4710501
Profanity0.06646215
Threat0.008531082
Severe Toxicity0.016254602
Moderate 0.44573322 Moderate Con 0.352 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves …
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves only hire family and friends refuse to learn the language the whole culture is Superior and exclusive but we're look down on if Canadians speak up‼️they might as well be spitting in our faces😢🤬P.S to anyone in the comments don't gave me the bull€hit Europeans and natives scenario that was years ago does not affect anyone living today and why would you want the same evils put on Canadian citizens now 🤦‍♀️😬
Identity Attack0.46028158
Insult0.4196762
Profanity0.27342406
Threat0.036149003
Severe Toxicity0.040387187
Moderate 0.44393396 Constructive 0.614
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
You mean the Indian immigrants in Canada are mad about new immigrants😂 that brown Indian girl said don’t slam the door on other white people‘s faces “other” white people you’re not white you’re Indian you’re …
You mean the Indian immigrants in Canada are mad about new immigrants😂 that brown Indian girl said don’t slam the door on other white people‘s faces “other” white people you’re not white you’re Indian you’re brown🤦‍♂️
Identity Attack0.5135796
Insult0.30797598
Profanity0.10301965
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.397 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Just go home it’s not your country please you’re taking up school and housing and they can’t drive every accident is a immigrant driving 😢😢😢
Just go home it’s not your country please you’re taking up school and housing and they can’t drive every accident is a immigrant driving 😢😢😢
Identity Attack0.46028158
Insult0.25602314
Profanity0.04867618
Threat0.012440704
Severe Toxicity0.023176458
Moderate 0.4421347 Moderate Con 0.399 Unverified_Claim
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! …
I’ve said it once I’ll say it again for those in the back. If you’re an immigrant here bring the good parts of your country and culture and leave the garbage stuff behind AND ASSIMILATE! be part of Canada that’s it
Identity Attack0.39207554
Insult0.46923602
Profanity0.15283443
Threat0.0074565844
Severe Toxicity0.019482423
Moderate 0.4421347 Moderate Con 0.421 Policy_Critique
Aug 26, 2025 39 likes Why Canadians Are Turning Against …
At least they're not Muslims
At least they're not Muslims
Identity Attack0.55044734
Insult0.24424846
Profanity0.10611444
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.218 Identity Attack
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Usually when you're colonized it's by a superior race or culture lol this is the opposite of that. Even 30 years ago Brampton was known as Bramladesh. However in the 80's and 90's the Indians …
Usually when you're colonized it's by a superior race or culture lol this is the opposite of that. Even 30 years ago Brampton was known as Bramladesh. However in the 80's and 90's the Indians that immigrated here were great and for the most part fit in and their kids became great Canadians who contributed to the country. This latest flood of them has been awful. TLDR: Canada has become a dumping ground for the worlds trash and unwanted in the last 5 years with no standards or background checks done. Canada just seeks bodies.
Identity Attack0.44690517
Insult0.47384647
Profanity0.17706433
Threat0.009463178
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.608
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good …
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good news
Identity Attack0.5498214
Insult0.38406035
Profanity0.10178173
Threat0.010783645
Severe Toxicity0.023293832
Moderate 0.4402136 Constructive 0.532 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Identity Attack0.46028158
Insult0.3416952
Profanity0.29209393
Threat0.34913966
Severe Toxicity0.044870634
Moderate 0.4402136 Moderate Con 0.443 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
They're NAKED, they walk around NAKED - says a Pollack walking around half naked without a shirt LOL
They're NAKED, they walk around NAKED - says a Pollack walking around half naked without a shirt LOL
Identity Attack0.06340405
Insult0.3486032
Profanity0.2761231
Threat0.011638066
Severe Toxicity0.023293832
Moderate 0.4402136 Low Con 0.227
Oct 3, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Come on the Polish guy is just straight racist. "They all look the same", "They don't cover their windows, they walk around naked in their house" Brother you're naked outside the house in the video. …
Come on the Polish guy is just straight racist. "They all look the same", "They don't cover their windows, they walk around naked in their house" Brother you're naked outside the house in the video. Why are you peeping Tom looking into people's windows?
Identity Attack0.46028158
Insult0.40243408
Profanity0.12727508
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.417
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You're lying. It was extreme and out of control prior to 2023. You're deceptive
You're lying. It was extreme and out of control prior to 2023. You're deceptive
Identity Attack0.008213525
Insult0.48313886
Profanity0.09066332
Threat0.0072882893
Severe Toxicity0.010147095
Moderate 0.4398409 Low Con 0.23
Jun 22, 2025 How Canada broke its immigration …
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Identity Attack0.36702603
Insult0.45758462
Profanity0.035148825
Threat0.007637825
Severe Toxicity0.012574885
Moderate 0.4398409 Moderate Con 0.413 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and …
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and stereotyping different groups
Identity Attack0.46028158
Insult0.40243408
Profanity0.11230402
Threat0.010369381
Severe Toxicity0.02296847
Moderate 0.4398409 Moderate Con 0.312 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Identity Attack0.38223284
Insult0.46774593
Profanity0.17706433
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.458 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
Identity Attack0.47178617
Insult0.43450394
Profanity0.09324962
Threat0.011974656
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.487 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Being with them on an enclosed area they stink they don't even use soap or water that's all you smell is Bo all the time when you're around
Being with them on an enclosed area they stink they don't even use soap or water that's all you smell is Bo all the time when you're around
Identity Attack0.04280826
Insult0.36537176
Profanity0.22105443
Threat0.008815889
Severe Toxicity0.023076924
Moderate 0.43720075 Moderate Con 0.469
Aug 26, 2025 Why Canadians Are Turning Against …

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.