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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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Active: "Dude , you have no …" 384 comments · Page 4 of 16
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
Identity Attack0.57554024
Insult0.5130944
Profanity0.26607355
Threat0.0130621
Severe Toxicity0.02449106
Moderate 0.568186 Moderate Con 0.471 Identity Attack Insult Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
Identity Attack0.10221587
Insult0.6261769
Profanity0.098067984
Threat0.011482717
Severe Toxicity0.018578632
Moderate 0.568186 Low Con 0.141 Insult Identity_Assertion
Feb 20, 2026 LILLEY UNLEASHED: The fall of …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am specifically talking about the youtuber here. This dude goes to India, to a remote village which people dont even know of, makes a video on "poop throwing festival in India" as his Title and then says Oh hey I havent said anything racist, umm well you havent (even if I ignore the word play you do) but you had several other topics that you could have covered in "India" and you exactly knew what was gonna happen when you would upload this video but you anyways did, so yes you are a racist, a smart one. And for the people saying "Indians are so proud of India but they don't want to live there", I mean people making this kinda comment can't even wrap their head around the fact that 1.5 B people are from India. So even a small fraction of that population would contribute towards a large migration, so no "Indians are so proud of India but they don't want to live there" is absolute bullshit. Now does that mean its a perfect country? Absolute Not and Neither is the country Developed, we are a developing economy and we have a long way to go. We have our own issue in this country and we are dealing with it. As for as people living in your countries are concerned, I would ask you to be as objective as possible in situation rather than being stereotypical. If you see a person doing bad thing, call them out, it doesnt matter whether they are "Indian" or otherwise.
Identity Attack0.44690517
Insult0.48228607
Profanity0.4131548
Threat0.063675895
Severe Toxicity0.20067264
Moderate 0.56269526 Constructive 0.714
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The racist white dude got to much screen time
The racist white dude got to much screen time
Identity Attack0.55044734
Insult0.48399165
Profanity0.24818924
Threat0.015429466
Severe Toxicity0.03321367
Moderate 0.55739564 Low Con 0.25 Identity Attack Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Identity Attack0.41975367
Insult0.2838064
Profanity0.61633086
Threat0.03649433
Severe Toxicity0.18538254
Moderate 0.55739564 Constructive 0.596 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
IM CONVINCED THIS DUDE IS NOW AGAINEST IMMIGRANTS AND ITS SAD I WAS A FAN AND HOW HES MAKING EVERY VIDEO THAT IMMIGRANTS ARE THIS VIOLATE PEOPLE WHICH IMMIGRANTS ARE LEGAL AND HES RAGE BAITING …
IM CONVINCED THIS DUDE IS NOW AGAINEST IMMIGRANTS AND ITS SAD I WAS A FAN AND HOW HES MAKING EVERY VIDEO THAT IMMIGRANTS ARE THIS VIOLATE PEOPLE WHICH IMMIGRANTS ARE LEGAL AND HES RAGE BAITING THEM ITS SAD WE CHEERED YOU ABOUT THE SCAM ARTIST BUT THIS IMMIGRANT BIAS YOU HAVE NOW IS SAD AND DISAPPOINTING.
Identity Attack0.37507164
Insult0.4125297
Profanity0.22105443
Threat0.049451493
Severe Toxicity0.14126498
Moderate 0.5566829 Moderate Con 0.445 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without …
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without any doubt.
Identity Attack0.36942887
Insult0.45758462
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.15443328
Moderate 0.5559701 Moderate Con 0.333 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
That dude is right, id rather have these brownies here than some crazy sub saharans
That dude is right, id rather have these brownies here than some crazy sub saharans
Identity Attack0.56445944
Insult0.5130944
Profanity0.28938356
Threat0.026652548
Severe Toxicity0.055630904
Moderate 0.54823303 Moderate Con 0.335 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
that bicycle dude is the most chill racist ever born on earth
that bicycle dude is the most chill racist ever born on earth
Identity Attack0.3817989
Insult0.489133
Profanity0.2395431
Threat0.015602129
Severe Toxicity0.028730227
Moderate 0.52811706 Low Con 0.247 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
Identity Attack0.35948995
Insult0.3388922
Profanity0.22889622
Threat0.13228847
Severe Toxicity0.109661035
Moderate 0.52272606 Moderate Con 0.309 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude you should blur these peoples faces. I'm Canadian and I wouldn't be surprised if the white people making negative comments got in trouble for this, our government is a sick mix of liberal-fascist-communist. They …
Dude you should blur these peoples faces. I'm Canadian and I wouldn't be surprised if the white people making negative comments got in trouble for this, our government is a sick mix of liberal-fascist-communist. They are correct, though, of course.
Identity Attack0.5108175
Insult0.5208188
Profanity0.12551236
Threat0.043955702
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.556 Identity Attack Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Holyshit dude
Holyshit dude
Identity Attack0.016259583
Insult0.33154017
Profanity0.8089582
Threat0.008712323
Severe Toxicity0.09649272
Moderate 0.52007306 Moderate Con 0.428 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
the bike dude is gypsy crusader level racist 😭
the bike dude is gypsy crusader level racist 😭
Identity Attack0.44690517
Insult0.46327567
Profanity0.2637234
Threat0.013631714
Severe Toxicity0.04666401
Moderate 0.51869136 Low Con 0.248 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude with the vest was fckn cooking 🧑‍🍳
Dude with the vest was fckn cooking 🧑‍🍳
Identity Attack0.026810925
Insult0.26957804
Profanity0.6001929
Threat0.012181788
Severe Toxicity0.07542343
Moderate 0.51869136 Low Con 0.3 Humor_Satire
Feb 17, 2026 5 likes Inside Canada's Indian Invasion...
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Identity Attack0.458714
Insult0.41767508
Profanity0.39498812
Threat0.036149003
Severe Toxicity0.024866661
Moderate 0.50789946 Moderate Con 0.369
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude on the bike is 100% correct. This is how we all feel. Indians need to gtfo
Dude on the bike is 100% correct. This is how we all feel. Indians need to gtfo
Identity Attack0.5135796
Insult0.4378843
Profanity0.40878695
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.50759226 Moderate Con 0.47 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude in the bus stop is actually brain dead lmao
Dude in the bus stop is actually brain dead lmao
Identity Attack0.10221587
Insult0.47630358
Profanity0.27882218
Threat0.044602267
Severe Toxicity0.023223408
Moderate 0.4977744 Low Con 0.189 Meta_Commentary
Jan 27, 2026 48 likes Inside Canada's Indian Invasion...
That dude on bike ignorant
That dude on bike ignorant
Identity Attack0.037909906
Insult0.5678696
Profanity0.2356715
Threat0.008764107
Severe Toxicity0.015092585
Moderate 0.4977744 Low Con 0.295 Insult Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
Identity Attack0.3817989
Insult0.38406035
Profanity0.17566866
Threat0.021990653
Severe Toxicity0.023458159
Moderate 0.4838166 Low Con 0.274 Humor_Satire
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
The dude on the bike is definitely autistic 😂
The dude on the bike is definitely autistic 😂
Identity Attack0.38246045
Insult0.48627716
Profanity0.22105443
Threat0.0086087575
Severe Toxicity0.023106033
Moderate 0.4826145 Low Con 0.221 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see …
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see any homeless indian person but almost all homless people in a brown town like brampton are whites That old ugly guy was saying that they(browms) don't work and these(white) people also say that indians have taken over the jobs 😂 Dude we are not going anywhere , i live in Brampton ❤
Identity Attack0.53446084
Insult0.4339631
Profanity0.15724123
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.47772613 Constructive 0.569 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my …
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my ID so i took my American Passport with me as a substitute and I showed the bouncer and he let me in the dive bar and i sat down to order and I hear an Old Polish dude with a accent tell his buddy "well at least we know its legal" as i turned to say "let me see your ID cause your accent is not american" as he started talking shit out loud and I told him" look at the foriegner telling a Mexican American man who is Native to the Americas with Native American ancestry that he does not belong in North America" my friends had my back and the bartneder gave me a free drink and stopped serving the Moron.... want to know something funny... I was born and raised in Brooklyn parkslope and went to a Polish Catholic school from Pre k to kindergarten and i was the only non polish person in the school and I spoke some words in polish as my baby sitter was an old polish woman.
Identity Attack0.4931391
Insult0.4339631
Profanity0.46222726
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.47772613 Constructive 0.686 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
dude on the bike is a racist pos
dude on the bike is a racist pos
Identity Attack0.37655997
Insult0.4710501
Profanity0.27274927
Threat0.011612174
Severe Toxicity0.023505108
Moderate 0.47622904 Low Con 0.214 Personal_Narrative
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.