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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: "Indians are the most racist …" 259 comments · Page 1 of 11
Racist a**holes crying here too much. The guy on the bike was such a piece of shit for saying those Racist stereotyped things. Who tf eats poop, you third grade fails gonna make up whatever …
Racist a**holes crying here too much. The guy on the bike was such a piece of shit for saying those Racist stereotyped things. Who tf eats poop, you third grade fails gonna make up whatever shits y'all want. And ya ofc you incompetent white f*cks are gonna make a hero out of that mf. Someone says good about Indians and y'all have your ass burning. Keep crying, incompetent assholes.
Identity Attack0.6487889
Insult0.8634578
Profanity0.8690192
Threat0.5195707
Severe Toxicity0.6127218
Toxic 0.93383175 Moderate Con 0.318 Identity Attack Insult Threat Moral_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
Identity Attack0.7895903
Insult0.7827088
Profanity0.8086746
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.93383175 Moderate Con 0.441 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest ....Canadians are racist...they get jealous from indians...because they are successful businesses and they more owning houses than canadians....that's the real fact....Indians still washing their asses...and Canadians are more fucking dirty...they not even …
To be honest ....Canadians are racist...they get jealous from indians...because they are successful businesses and they more owning houses than canadians....that's the real fact....Indians still washing their asses...and Canadians are more fucking dirty...they not even clean their asses.... imagine their houses😂😂😂😂😂😂full of shit ...fucking drugy canadians on the street everywhere
Identity Attack0.7426507
Insult0.7775208
Profanity0.79449326
Threat0.09929679
Severe Toxicity0.52891463
Toxic 0.9209984 Moderate Con 0.383 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
15:48 this guy looks indian himself. and its always funny seeing racist eastern europeans. mfs are living example of why hitler fucked em
15:48 this guy looks indian himself. and its always funny seeing racist eastern europeans. mfs are living example of why hitler fucked em
Identity Attack0.6649212
Insult0.6109131
Profanity0.7796426
Threat0.13498579
Severe Toxicity0.45895407
Toxic 0.9061063 Low Con 0.246 Identity Attack Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations …
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations in their fields. Fuck off with your racist bullshit.
Identity Attack0.6007182
Insult0.72756535
Profanity0.89909166
Threat0.03787563
Severe Toxicity0.44860926
Toxic 0.9061063 Constructive 0.559 Identity Attack Insult Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Racist son of a ..... I av un- subscribed , ,,,,` grateful to the indians as opposed to the Africans` ,... intelligence level is like down syndrome ` and you put those comments in the …
Racist son of a ..... I av un- subscribed , ,,,,` grateful to the indians as opposed to the Africans` ,... intelligence level is like down syndrome ` and you put those comments in the video ,` here is a thought ,Take your sorry ass back to Europe Tyler ,leave americas for the natives ...idiot
Identity Attack0.55044734
Insult0.7804726
Profanity0.57236236
Threat0.06820184
Severe Toxicity0.45895407
Toxic 0.8988238 Low Con 0.245 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need …
The guy on the bike was actually disgusting./. To say that Africans have low intelligence is INSANE!! And for you the creator of this content laughing like an asshole is equally annoying. Yt ppl need to understand they are not superior they are not smarter than anyone else. I have my own issues with Indians because many of them are racist towards blacks but they have the right to be whenever they want. Yt ppl are the problem!!!!! Unfollowing this dumb ass page.
Identity Attack0.57150364
Insult0.7497506
Profanity0.68353343
Threat0.08856395
Severe Toxicity0.45895407
Toxic 0.88599813 Moderate Con 0.483 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
what a bunch of bull shit when I visited India everyone was very racist to non Indian people and Muslims and Hindus fight all the time... It's a horrendous double standard half the things these …
what a bunch of bull shit when I visited India everyone was very racist to non Indian people and Muslims and Hindus fight all the time... It's a horrendous double standard half the things these guys do in Canada you could never get away with in India if you were a foreigner
Identity Attack0.6106996
Insult0.67254376
Profanity0.6919765
Threat0.04524883
Severe Toxicity0.35368225
Toxic 0.8460273 Constructive 0.546 Identity Attack Insult Comparative_Framing
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE …
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE NOT ALLOWED TO BE RACIST, for every other colour it's OK to be racist against white people. Yes, some races only breed shit, yes, some countries only breed shit, AND CANADIANS DON'T WANT THEM.
Identity Attack0.7426507
Insult0.6675394
Profanity0.6919765
Threat0.054624002
Severe Toxicity0.44787344
Toxic 0.8403191 Constructive 0.518 Identity Attack Insult Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
I have major Indian fatigue. As a corporate worker it’s brutal. They imported all these people to bentonville Arkansas and they rent all the houses to 10+ Indians all drive teslas lowered our wages and …
I have major Indian fatigue. As a corporate worker it’s brutal. They imported all these people to bentonville Arkansas and they rent all the houses to 10+ Indians all drive teslas lowered our wages and then they get put in the manager positions and ONLY hire other Indians it’s racist and bias as hell but this is the embodiment of Walmart now it’s pathetic AND THEY KEEP LITTERING EVERY WHERE GOD DAMNIT !!!!!!!!!!!!!!! All sides and ditches are full of trash!!!!!!!! And they walk in the streets!!!!! IM SICK OF THEM
Identity Attack0.5707127
Insult0.6370372
Profanity0.55356324
Threat0.13329996
Severe Toxicity0.45895407
Toxic 0.8252207 Moderate Con 0.478 Identity Attack Insult Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Found one racist white guy who said he also prefers Indians. Tyler has reached new levels of moron.
Found one racist white guy who said he also prefers Indians. Tyler has reached new levels of moron.
Identity Attack0.6007182
Insult0.7827088
Profanity0.41375932
Threat0.010110466
Severe Toxicity0.16960317
Toxic 0.8252207 Low Con 0.166 Identity Attack Insult Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indians in canada are considered lower class than indians in india they go there , file asylum to live there ,, Asise of that fuck you tyler ready to see when your shyte right winger …
Indians in canada are considered lower class than indians in india they go there , file asylum to live there ,, Asise of that fuck you tyler ready to see when your shyte right winger racist gonna see decline .
Identity Attack0.6106996
Insult0.6798578
Profanity0.70864636
Threat0.1115629
Severe Toxicity0.4561839
Toxic 0.8115627 Low Con 0.136 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Bloody loser ask ur govt??? Why they lettin Indian migrate?? Ur earnin from us lmao racist
Bloody loser ask ur govt??? Why they lettin Indian migrate?? Ur earnin from us lmao racist
Identity Attack0.46028158
Insult0.71027446
Profanity0.41081807
Threat0.044602267
Severe Toxicity0.35368225
Toxic 0.7998551 Low Con 0.185 Insult Policy_Critique
Jan 28, 2026 2 likes 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...
I live in kitchener, ontario 🇨🇦 it is now 💩 hole.. full with 80% of INDIANS 😮 wtf?!! INDIANS taking over our jobs 😢😢😢😢😢😢😢😢😢😢😢 & NO!!!! I am not racist...... I'm so sick of seeing …
I live in kitchener, ontario 🇨🇦 it is now 💩 hole.. full with 80% of INDIANS 😮 wtf?!! INDIANS taking over our jobs 😢😢😢😢😢😢😢😢😢😢😢 & NO!!!! I am not racist...... I'm so sick of seeing them, INDIANS everywhere😮😮😮
Identity Attack0.7063701
Insult0.6120431
Profanity0.46222726
Threat0.0824309
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.436 Identity Attack Insult
Dec 1, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans …
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans have IQs below 70. Yet somehow these people are "taking over his country" while he can't even land a job. Not being racist here – he called himself white trash.
Identity Attack0.69661283
Insult0.7218519
Profanity0.5013569
Threat0.012440704
Severe Toxicity0.3494667
Toxic 0.7856813 Moderate Con 0.424 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The factory I work in is all Indian people and they're racist as all hell. Just had one removed because he wouldn't leave my wife alone. Trying to touch her saying she's going to be …
The factory I work in is all Indian people and they're racist as all hell. Just had one removed because he wouldn't leave my wife alone. Trying to touch her saying she's going to be his. Almost ended the fucker. Doesn't help they all stink like they have never showered before.
Identity Attack0.5983441
Insult0.6099415
Profanity0.759977
Threat0.108496375
Severe Toxicity0.35368225
Toxic 0.7856813 Constructive 0.579 Identity Attack Insult Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Identity Attack0.6458014
Insult0.5723624
Profanity0.6750904
Threat0.053330876
Severe Toxicity0.30763787
Toxic 0.76523775 Moderate Con 0.417 Identity Attack Insult Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting …
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting and vulgar person who, for the sake of attention, is portraying other communities who always have to face racism in this manner because no one is going to stop him.
Identity Attack0.57150364
Insult0.6120431
Profanity0.43554106
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.76523775 Moderate Con 0.383 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country …
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country and people from zionist and its lobbyists groups. the prove is that you did not push back the ignorant racist, low iq homeless man who said fake and lie stereotypes about Indians and Africans. He is the one want who eats poop, low iq and violent homeless. Brown and black are the future
Identity Attack0.5504064
Insult0.67254376
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.294 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling …
Even the Indian living here for 50 years 5:00 minutes into the video is a lying ignorant racist moron with the very little knowledge, and no empathy for all the poor immigrants that are struggling so hard.
Identity Attack0.5135796
Insult0.71120167
Profanity0.42019588
Threat0.018192071
Severe Toxicity0.22513679
Toxic 0.7510937 Moderate Con 0.333 Identity Attack Insult Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people …
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people living on generational welfare
Identity Attack0.6637263
Insult0.6261769
Profanity0.6001929
Threat0.042662576
Severe Toxicity0.35368225
Toxic 0.74954444 Low Con 0.254 Identity Attack Insult Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.722 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.72 Identity Attack Insult Economic_Argument
Aug 25, 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.