Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Not like it has to …" 2,805 comments · Page 30 of 113
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
Identity Attack0.50515765
Insult0.3486032
Profanity0.066963166
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Identity Attack Fear_Threat
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
they have no idea lower class pajet may be dirty but they dumb and follow orders.. howeveer upper class or brahmin pajet they look down on people like bugs who are not the same caste …
they have no idea lower class pajet may be dirty but they dumb and follow orders.. howeveer upper class or brahmin pajet they look down on people like bugs who are not the same caste they can do whatever they want
Identity Attack0.3895355
Insult0.47384647
Profanity0.31402156
Threat0.04132889
Severe Toxicity0.024960563
Moderate 0.4274071 Moderate Con 0.359 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
FOREIGNERS DO NOT MAKE CANADA BETTER. THEY MAKE IT WORSE. I FEEL LIKE I LIVE IN BOMBAY.
FOREIGNERS DO NOT MAKE CANADA BETTER. THEY MAKE IT WORSE. I FEEL LIKE I LIVE IN BOMBAY.
Identity Attack0.50588524
Insult0.32211447
Profanity0.06546012
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.328 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Like some pale hairless chimp ascended Parliament Hill's tallest spire with stone tablets and was blessed with ten Canadandments™.
Like some pale hairless chimp ascended Parliament Hill's tallest spire with stone tablets and was blessed with ten Canadandments™.
Identity Attack0.10815793
Insult0.48228607
Profanity0.0864606
Threat0.009722093
Severe Toxicity0.017158391
Moderate 0.4274071 Low Con 0.191
Jan 13, 2026 Canada’s new rules in 2026
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
NO NO NO I REJECT TO THIS REALITY INDIAN HAVE ABUSED THE CANADIAN LAWS NOW ALL OVER CANADA LIKE SURREY BC DEPORT THEM
Identity Attack0.49584505
Insult0.3126888
Profanity0.0741757
Threat0.056563694
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.272 Call_To_Action
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with …
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with a chip on their shoulders why ? If you don’t like us or our cultures why come here to be rude?
Identity Attack0.3825363
Insult0.4555076
Profanity0.062454045
Threat0.008181547
Severe Toxicity0.014511578
Moderate 0.4274071 Constructive 0.515
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I haven't met a single Canadian who likes indians lol. Like ask anyone in private and no one wants them here.
I haven't met a single Canadian who likes indians lol. Like ask anyone in private and no one wants them here.
Identity Attack0.5135796
Insult0.26395
Profanity0.10425757
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.484 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
Identity Attack0.5135796
Insult0.24903896
Profanity0.1413768
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.284 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Identity Attack0.36873037
Insult0.40975618
Profanity0.05543986
Threat0.0101363575
Severe Toxicity0.016125489
Moderate 0.4274071 Moderate Con 0.433
Sep 2, 2025 Why Canadians Are Turning Against …
The hate in the comments is sad. The fact that people can’t differentiate their racist tendencies from their sense of nationalism is concerning. You guys love to comment “it is racist to not want Indians …
The hate in the comments is sad. The fact that people can’t differentiate their racist tendencies from their sense of nationalism is concerning. You guys love to comment “it is racist to not want Indians in Canada” but half of the people in your boat, liking those comments and engaging in discussion are literal bigots whose only points in discussions involving this topic are hateful phrases and ignorance.
Identity Attack0.29035977
Insult0.47020787
Profanity0.035148825
Threat0.007340072
Severe Toxicity0.010528564
Moderate 0.4269174 Moderate Con 0.385 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
an Indian from vancouver told me she does not like Brampton... too many gangsters
an Indian from vancouver told me she does not like Brampton... too many gangsters
Identity Attack0.46028158
Insult0.40243408
Profanity0.12096943
Threat0.014566151
Severe Toxicity0.018578632
Moderate 0.4269174 Constructive 0.503 Personal_Narrative
Sep 18, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjabi back home in India wants other Migrants like Biharis to leave Punjab but want to be welcomed in Canada. Isn't it hypocrisy
Punjabi back home in India wants other Migrants like Biharis to leave Punjab but want to be welcomed in Canada. Isn't it hypocrisy
Identity Attack0.3857254
Insult0.4596616
Profanity0.057443913
Threat0.0076119336
Severe Toxicity0.013543231
Moderate 0.4269174 Moderate Con 0.458
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by the media controlled governments to turn people against each other while they simply rack in the money off immigration fees.
Identity Attack0.3908055
Insult0.41530323
Profanity0.09744903
Threat0.009592636
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.523 Identity_Assertion
Feb 11, 2026 6 likes Inside Canada's Indian Invasion...
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported. Politicians corruption like a third world countries because those immigrants are from those countries.
Identity Attack0.49032792
Insult0.39297962
Profanity0.09583591
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.413 Call_To_Action
Sep 13, 2025 Why Canadians Are Turning Against …
I was liking the video until you randomly started glazing Somalis
I was liking the video until you randomly started glazing Somalis
Identity Attack0.44690517
Insult0.18604483
Profanity0.20592089
Threat0.34889272
Severe Toxicity0.031420294
Moderate 0.4269174 Moderate Con 0.333 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Why are people dancing around the issue? So it like it is - indians have invaded Canada. You give them an inch and they take the whole yard. Then they accuse you of being rascist, …
Why are people dancing around the issue? So it like it is - indians have invaded Canada. You give them an inch and they take the whole yard. Then they accuse you of being rascist, the easiest excuse for deflecting responsibility and accountability. They don't have to adapt to your country, you have to adapt to them. If a guest comes into my home and start acting entitled, I would kick them right out.
Identity Attack0.45610145
Insult0.25998658
Profanity0.09744903
Threat0.5195707
Severe Toxicity0.02491361
Moderate 0.4269174 Moderate Con 0.448 Threat Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Awwww boo hoo for that first yt lady crying about the few years she's experienced "rac*sm", always the victim. You yt's cant be the oppressed and the oppressor. You act like a few videos of …
Awwww boo hoo for that first yt lady crying about the few years she's experienced "rac*sm", always the victim. You yt's cant be the oppressed and the oppressor. You act like a few videos of some derkas spouting off about sharia law proves your point? I dont like them either but quit acting like you've lived under oppression your whole life. What a joke.
Identity Attack0.2463217
Insult0.34626248
Profanity0.24910301
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.461 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, …
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, out of all the clips you can find of Punjab, like i get that India is pretty dirty but you're putting it after he said he would prefer to live in Punjab as if he's wrong to think that , why not put golden temple or all the beautiful temples there!!!
Identity Attack0.37507164
Insult0.29383746
Profanity0.20139475
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.707 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to …
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to the tree the tree will say I can't help you even I am in the same boat like you I think this is what the Bible meant no place to run because India overpopulated their own country they have no place to run so they will populate the entire world that's exactly what the Bible meant button parables me I'm just going to pray to die quickly because it's better in heaven it's corrupted on Earth what are we living for to put up with all this bullshit. Pull the Bible out people. And see that Jesus speaks of these same thing.
Identity Attack0.41975367
Insult0.24928534
Profanity0.22105443
Threat0.39416263
Severe Toxicity0.16960317
Moderate 0.4269174 Constructive 0.62 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Hey at least they are not giving birth to 12-20 kids and sucking the welfare dry like other communities
Hey at least they are not giving birth to 12-20 kids and sucking the welfare dry like other communities
Identity Attack0.08004672
Insult0.2838064
Profanity0.35848376
Threat0.009851551
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.291 Unverified_Claim
Mar 1, 2026 Inside Canada's Indian Invasion...
Indians nhi khalistani be in your dreams like an ostrich
Indians nhi khalistani be in your dreams like an ostrich
Identity Attack0.4774257
Insult0.48569724
Profanity0.29456177
Threat0.27243137
Severe Toxicity0.34935045
Moderate 0.4269174 Low Con 0.105 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
That was the nicest racist ever! I like that dude! 💯
That was the nicest racist ever! I like that dude! 💯
Identity Attack0.36702603
Insult0.24928534
Profanity0.18417911
Threat0.043309137
Severe Toxicity0.023692908
Moderate 0.4269174 Moderate Con 0.422 Humor_Satire
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.