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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

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Active: "Its not the people who …" 4,268 comments · Page 37 of 171
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
Identity Attack0.55044734
Insult0.38852
Profanity0.06395709
Threat0.008893564
Severe Toxicity0.021031776
Moderate 0.47886392 Low Con 0.3 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
These Indian only hire their own people and discriminate against others
These Indian only hire their own people and discriminate against others
Identity Attack0.55044734
Insult0.36365277
Profanity0.20139475
Threat0.04029291
Severe Toxicity0.045767322
Moderate 0.47886392 Low Con 0.244 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
So let me repeat. The homeless people are white and black. The ones who own homes are Indians. But the problem is Indians. WOW....
So let me repeat. The homeless people are white and black. The ones who own homes are Indians. But the problem is Indians. WOW....
Identity Attack0.57150364
Insult0.3388922
Profanity0.09775851
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.303 Identity Attack
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we …
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we asked him about his culture before truck driving so that is why u don’t see many woman because the Muslim are raping and killing people and nothing being done about it check and country after the mass migration a few years ago I know not all are bad but the ones that are those people are hurting their own culture people rep
Identity Attack0.5135796
Insult0.40243408
Profanity0.29209393
Threat0.29205206
Severe Toxicity0.16960317
Moderate 0.47886392 Constructive 0.738 Identity Attack
Sep 1, 2025 Why Canadians Are Turning Against …
They are ruining canada, Brampton is already destroyed they have taken over everything and only hire they’re own people they are horrible people who have ruined our country and our town
They are ruining canada, Brampton is already destroyed they have taken over everything and only hire they’re own people they are horrible people who have ruined our country and our town
Identity Attack0.11976352
Insult0.5072643
Profanity0.07514556
Threat0.029933142
Severe Toxicity0.01896597
Moderate 0.47886392 Moderate Con 0.37 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont like this, too much race ragebait and low iq people …
Dont like this, too much race ragebait and low iq people …
Identity Attack0.41222036
Insult0.5072643
Profanity0.1352073
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.201 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
The goal of every leftiest government in every native white country is to destroy and replace white people and european culture.
Identity Attack0.5548181
Insult0.25007802
Profanity0.19278693
Threat0.34804323
Severe Toxicity0.03590374
Moderate 0.47886392 Low Con 0.158 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Not all immigrants. I an immigrant.I work my ass off from the day i came to this country. 🇨🇦🇯🇲🇨🇦🇯🇲. I work over 50 fifty thousand hrs in my 25 hrs here.no hand outs. And so …
Not all immigrants. I an immigrant.I work my ass off from the day i came to this country. 🇨🇦🇯🇲🇨🇦🇯🇲. I work over 50 fifty thousand hrs in my 25 hrs here.no hand outs. And so i thank God for health and strength that he has given me.I am tierd of these people begging me money onthe street .when the government gave them my taxes to live free.
Identity Attack0.3043136
Insult0.36798462
Profanity0.44431314
Threat0.011560392
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.637 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is …
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is a fringe belief by upper class people only, not followed by 99.9% Indians and not part of normal daily life. Anyone who actually does such things is doing a rare, attention-seeking stunt, not practicing Indian culture. Using extreme and rare examples to judge a whole country or class shows ignorance, not superiority.
Identity Attack0.44690517
Insult0.4555076
Profanity0.357228
Threat0.035458352
Severe Toxicity0.059217658
Moderate 0.47886392 Moderate Con 0.472 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I feel hindu people make it difficult to live
I feel hindu people make it difficult to live
Identity Attack0.5548181
Insult0.3388922
Profanity0.17752954
Threat0.0475118
Severe Toxicity0.05742428
Moderate 0.47886392 Moderate Con 0.439 Identity Attack Identity_Assertion
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
Identity Attack0.55044734
Insult0.3388922
Profanity0.13873272
Threat0.019746035
Severe Toxicity0.02439716
Moderate 0.47886392 Low Con 0.203 Identity Attack Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Identity Attack0.5698139
Insult0.33896056
Profanity0.09098661
Threat0.13211988
Severe Toxicity0.02514347
Moderate 0.47886392 Moderate Con 0.339 Identity Attack Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty …
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty inside but I don't see no garbage on their compounds ....what a jealous little eastern European.
Identity Attack0.44690517
Insult0.48484445
Profanity0.22693542
Threat0.011379151
Severe Toxicity0.023106033
Moderate 0.47886392 Low Con 0.287 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I think up until immigration was panjab centered and sikhs were coming in, it was good. Now uncivilized hindu people from other states are influxing in so so much.. they are looting and filthing the …
I think up until immigration was panjab centered and sikhs were coming in, it was good. Now uncivilized hindu people from other states are influxing in so so much.. they are looting and filthing the beautiful country now.
Identity Attack0.55044734
Insult0.4339631
Profanity0.19893537
Threat0.060443077
Severe Toxicity0.08859174
Moderate 0.47886392 Constructive 0.509 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These all wites people also do not belong to This country be honest they are immigrants kick the out also
These all wites people also do not belong to This country be honest they are immigrants kick the out also
Identity Attack0.5135796
Insult0.35677677
Profanity0.19155724
Threat0.44942492
Severe Toxicity0.16960317
Moderate 0.47886392 Low Con 0.233 Identity Attack
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they …
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they catch these Indian scammers it's hilarious.
Identity Attack0.46028158
Insult0.42743355
Profanity0.2687007
Threat0.042662576
Severe Toxicity0.03590374
Moderate 0.47886392 Moderate Con 0.35 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how …
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how they feel about the white colonialist who stole their country.
Identity Attack0.5135796
Insult0.42367843
Profanity0.054437835
Threat0.009048914
Severe Toxicity0.022064678
Moderate 0.47886392 Moderate Con 0.35 Identity Attack Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian …
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian immigrant there are times I feel disgusted by their behavior. Due to this behavior the nicer Indians who hold up canadian values are getting the same discrimination. Me myself is a catholic indian who had to leave the country because of the religious bullshit caused by north Indians. We were not even allowed to have a peaceful Christmas in India. As I moved to Canada I faced more racism from north Indians as I eat beef and pork and dont speak hindi. It breaks my heart everytime when I get discriminated from people thinking that i am a punjabi. I just want to live a normal life and follow my faith. Its sad that they dont let us live peacefully in india and in Canada.
Identity Attack0.49032792
Insult0.46625584
Profanity0.42990944
Threat0.013217449
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.696 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based …
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based on your view on it, clearly it works. They still have way too many people coming in, who we pay for, who vote for them.
Identity Attack0.026609946
Insult0.5332045
Profanity0.21348765
Threat0.008712323
Severe Toxicity0.011367798
Moderate 0.47886392 Moderate Con 0.497 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
voting for politicians who allow people and then cry about how many people they allowed lol. Looking at these comments, feel like restarted people are living in canada
voting for politicians who allow people and then cry about how many people they allowed lol. Looking at these comments, feel like restarted people are living in canada
Identity Attack0.38238457
Insult0.5130944
Profanity0.16775991
Threat0.008181547
Severe Toxicity0.021290002
Moderate 0.47886392 Low Con 0.274 Insult
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Donald Trump is a threat not indian smart 😂 people
Donald Trump is a threat not indian smart 😂 people
Identity Attack0.41222036
Insult0.46923602
Profanity0.22792831
Threat0.06690872
Severe Toxicity0.02406851
Moderate 0.47886392 Low Con 0.182 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
Identity Attack0.44690517
Insult0.34548226
Profanity0.19893537
Threat0.34827536
Severe Toxicity0.02430326
Moderate 0.47886392 Moderate Con 0.393 Fear_Threat
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not …
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not with people of colour. Hypocrisy at the highest
Identity Attack0.5108175
Insult0.4596616
Profanity0.1067334
Threat0.008556974
Severe Toxicity0.020257099
Moderate 0.47886392 Constructive 0.559 Identity Attack Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)

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.