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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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30,738 comments · Page 145 of 1230
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 white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
The white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
Identity Attack0.5913144
Insult0.47630358
Profanity0.21348765
Threat0.13262562
Severe Toxicity0.1597006
Moderate 0.56269526 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each country you could literally find numerous cultures and languages. Even within the same culture or family, two people aren't alike. This is why I watch YouTube videos that showcase Africa, because ignorance exists and has real-world consequences. Imagine that guy in HR, he'll obviously deny you a job if he learns that you're from Africa because he believes you're not intelligent.
Identity Attack0.5135796
Insult0.5678696
Profanity0.17473823
Threat0.015256803
Severe Toxicity0.02406851
Moderate 0.56269526 Constructive 0.698 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its not a conspiracy theory and it's being proven in real time. If you're so dumb or in denial about it at this point, you aren't even worth the time to explain it
Its not a conspiracy theory and it's being proven in real time. If you're so dumb or in denial about it at this point, you aren't even worth the time to explain it
Identity Attack0.009471451
Insult0.6306599
Profanity0.2366394
Threat0.009023022
Severe Toxicity0.01412424
Moderate 0.56269526 Low Con 0.188 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Clowns need to be removed 😂 removed from Canada and from the government.
Clowns need to be removed 😂 removed from Canada and from the government.
Identity Attack0.068465814
Insult0.6306599
Profanity0.11168506
Threat0.18281023
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.124 Insult
Oct 2, 2025 IRCC Names India in Study …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
Identity Attack0.48915586
Insult0.47630358
Profanity0.48510036
Threat0.017674083
Severe Toxicity0.11756202
Moderate 0.56269526 Low Con 0.229 Fear_Threat
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
exactly sCAmalis 60 iq is to retarted to hold a job thayT why most scaMolians ARE ON SDI ALL FOR THEIR IQ
exactly sCAmalis 60 iq is to retarted to hold a job thayT why most scaMolians ARE ON SDI ALL FOR THEIR IQ
Identity Attack0.32184324
Insult0.5678696
Profanity0.36230123
Threat0.012906751
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.132 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Son basura
Son basura
Identity Attack0.05794714
Insult0.6308392
Profanity0.3597395
Threat0.007793174
Severe Toxicity0.023076924
Moderate 0.56269526 Moderate Con 0.384 Insult
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
u will die if pushpek catches u
u will die if pushpek catches u
Identity Attack0.049761772
Insult0.22770336
Profanity0.27342406
Threat0.5500652
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.234 Threat Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I hope you stuffed the knife in your prison wallet.
I hope you stuffed the knife in your prison wallet.
Identity Attack0.034300596
Insult0.1935001
Profanity0.15985115
Threat0.60325533
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.334 Threat Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा …
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा पोंछने के तुरंत बाद फर्श पर उंगलियों से खाने की चीजें साझा नहीं कर रहे होते हैं)।
Identity Attack0.55803186
Insult0.5239335
Profanity0.3194067
Threat0.077831104
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
Identity Attack0.015757138
Insult0.5130944
Profanity0.44431314
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.296 Insult
Dec 11, 2017 55 likes How much do refugees and …
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
Identity Attack0.5135796
Insult0.4986907
Profanity0.41255033
Threat0.1954604
Severe Toxicity0.23223771
Moderate 0.56269526 Moderate Con 0.301 Identity Attack Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Identity Attack0.039972372
Insult0.3388922
Profanity0.6069483
Threat0.018882722
Severe Toxicity0.029626917
Moderate 0.56269526 Moderate Con 0.327 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Liars and scammers
Liars and scammers
Identity Attack0.029402243
Insult0.6149945
Profanity0.2453505
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.247 Insult
Sep 20, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one: Do not ever let Chineses and Indians into your country
Identity Attack0.65625757
Insult0.28586254
Profanity0.18786818
Threat0.13515437
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.108 Identity Attack Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
Identity Attack0.5516043
Insult0.54471385
Profanity0.19893537
Threat0.029933142
Severe Toxicity0.02514347
Moderate 0.56269526 Low Con 0.284 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
Indian ....?? I am damn sure they identify themselves as khalistani
Indian ....?? I am damn sure they identify themselves as khalistani
Identity Attack0.5135796
Insult0.40243408
Profanity0.4989438
Threat0.015602129
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.347 Identity Attack Unverified_Claim
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
White guilt has been hacked. Jesus help us. These spoiled women and weak men are leading us to hell
White guilt has been hacked. Jesus help us. These spoiled women and weak men are leading us to hell
Identity Attack0.54996765
Insult0.47384647
Profanity0.36230123
Threat0.1366716
Severe Toxicity0.14126498
Moderate 0.56269526 Low Con 0.18 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy with the bike was just straight racist…how can you say an entire continent’s population is crap? A lot of Canada is changing culturally and socially though and segregation is now real. That’s the …
The guy with the bike was just straight racist…how can you say an entire continent’s population is crap? A lot of Canada is changing culturally and socially though and segregation is now real. That’s the downside of diversity that the government doesn’t want to address.
Identity Attack0.44690517
Insult0.54471385
Profanity0.41081807
Threat0.009385503
Severe Toxicity0.023599008
Moderate 0.56269526 Constructive 0.599 Insult Moral_Argument
Feb 18, 2026 3 likes Inside Canada's Indian Invasion...
Michhelle may be righ 40% of the time but she is an ahole 100% 😂 also yes ,they are using the student visa to migrate ,they probably not the more likeable people for some, but …
Michhelle may be righ 40% of the time but she is an ahole 100% 😂 also yes ,they are using the student visa to migrate ,they probably not the more likeable people for some, but they are working and trying to get ahead …just like you , your parents or grandparents did ,you people are just being racist towards the Indians , all of you are migrant decedents ,and don’t even try the “we didi it the righ way” bs for is stupid , also you colonize and practice genocide of the locals but we don’t add that to the conversation right ? Im a migrant,did it “ right way” but understand not everyone can, why wouldn’t ( as long they don’t commit an actual crime) they have a chance also? This is not my canada , we are not the usa or europe, we are better.
Identity Attack0.45348886
Insult0.5739874
Profanity0.33453682
Threat0.08089764
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.668 Insult
Oct 17, 2025 IRCC Names India in Study …
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
Identity Attack0.17925262
Insult0.6149945
Profanity0.2268346
Threat0.0091524795
Severe Toxicity0.02077355
Moderate 0.56269526 Moderate Con 0.396 Insult
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
Identity Attack0.104676254
Insult0.5130944
Profanity0.29209393
Threat0.20178549
Severe Toxicity0.06101104
Moderate 0.56269526 Low Con 0.163 Insult Fear_Threat
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. …
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. My Wife is Japanese and works as a Firmware engineer here in Tokyo. She's always saying how the Indians even scam at work by using others work.
Identity Attack0.6220118
Insult0.44802538
Profanity0.29209393
Threat0.049774777
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.765 Identity Attack Identity_Assertion
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.