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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: "As Indian I will say …" 378 comments · Page 5 of 16
As a indian I would just like to say that there are many reasons they are immigrating 1. They want to show off in front of their Indian relatives 2. They have a VERY BIG …
As a indian I would just like to say that there are many reasons they are immigrating 1. They want to show off in front of their Indian relatives 2. They have a VERY BIG inferiority complex thinking that Canada is some sort of heaven 3. To make some money and improve their quality of life(because if u don't study well here the quality of ur life decreases) As an Indian I just pity the people who must've lived there wherever indians go they treat it like sh*t I live in delhi it is not THAT bad as u might think for a matter of fact india is improving every day but still people like these are such douchebags And not being racist 99% of them are either Punjabis or gujaratis
Identity Attack0.44690517
Insult0.42167732
Profanity0.42102736
Threat0.015429466
Severe Toxicity0.049354076
Moderate 0.4574824 Constructive 0.617 Personal_Narrative
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
No more indians... I'm begging you... There's literally BILLIONS of them in their home country. Why can't they just stay there and do all the things they say they're good at to improve their own …
No more indians... I'm begging you... There's literally BILLIONS of them in their home country. Why can't they just stay there and do all the things they say they're good at to improve their own country?
Identity Attack0.55044734
Insult0.26395
Profanity0.1110661
Threat0.038911607
Severe Toxicity0.042180564
Moderate 0.4574824 Moderate Con 0.453 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Identity Attack0.5502601
Insult0.34203702
Profanity0.17241211
Threat0.035458352
Severe Toxicity0.023692908
Moderate 0.4574824 Moderate Con 0.422 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Say no to foreign students especially Indian scammers under the name of students
Say no to foreign students especially Indian scammers under the name of students
Identity Attack0.5135796
Insult0.44126466
Profanity0.196476
Threat0.03165977
Severe Toxicity0.02430326
Moderate 0.45549932 Low Con 0.281 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
Identity Attack0.46028158
Insult0.3416952
Profanity0.17380778
Threat0.05753354
Severe Toxicity0.032316983
Moderate 0.45243698 Low Con 0.276 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Identity Attack0.3895355
Insult0.40243408
Profanity0.16682947
Threat0.00948907
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.199 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Identity Attack0.48915586
Insult0.4125297
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.022322904
Moderate 0.45243698 Moderate Con 0.349 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones …
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones that came here because they were scammed by thier own kind and promised a bunch of lies, n then getting scammed once again when they r here by thier kind. really shows u what kind of people they are.
Identity Attack0.5135796
Insult0.41530323
Profanity0.17706433
Threat0.023371955
Severe Toxicity0.023106033
Moderate 0.4421347 Constructive 0.528 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
as a canadian the crazy thing to me is my indian neighboor who came here in the 1970s is the one thatst the most pissed he says these indians ruined the reputation that his people …
as a canadian the crazy thing to me is my indian neighboor who came here in the 1970s is the one thatst the most pissed he says these indians ruined the reputation that his people built here for 50 years. hes not wrong
Identity Attack0.46028158
Insult0.4339631
Profanity0.2661772
Threat0.011353259
Severe Toxicity0.023076924
Moderate 0.4421347 Constructive 0.581 Personal_Narrative
Feb 22, 2026 4 likes Inside Canada's Indian Invasion...
Ur smuggler is Pakistani no indian they always say india
Ur smuggler is Pakistani no indian they always say india
Identity Attack0.47178617
Insult0.5072643
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.35058254
Moderate 0.44039994 Low Con 0.218 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion …
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion is taking place. Indian Hindus do not say that you have to made any new rule or is living on the money of USA taxpayers, he will not make a video about these Muslims who will demand Sharia law in USA, joker😂
Identity Attack0.5135796
Insult0.35333878
Profanity0.11168506
Threat0.048481647
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.373 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them …
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them are wanted in India and will face jail time without trial for conspiring against India. But Canadian, UK, US, Australian governments don't extradite them. Even innocent people from punjab get brainwashed there. Khalistani movement get funded by Pakistani ISI to wage terrorism against india. When British people were leaving india, they divided it and formed Pakistan. Part of punjab region was gone to Pakistan. These khalistani say that they want to liberate punjab and form khalistan. But these hypocrites want to do it on indian side only, not the Pakistani punjab side.
Identity Attack0.4774257
Insult0.4339631
Profanity0.117874645
Threat0.3490162
Severe Toxicity0.038593806
Moderate 0.44002727 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian scammers?! No way!? Say it ain't so! 🙄
Indian scammers?! No way!? Say it ain't so! 🙄
Identity Attack0.45610145
Insult0.40975618
Profanity0.20262444
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.207 Humor_Satire
Sep 28, 2025 1 likes IRCC Names India in Study …
How is this guy on the bike going to say Indians are fine and then say”but the Africans” 💀
How is this guy on the bike going to say Indians are fine and then say”but the Africans” 💀
Identity Attack0.5075293
Insult0.26957804
Profanity0.2366394
Threat0.030623792
Severe Toxicity0.02444411
Moderate 0.4398409 Low Con 0.225 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Identity Attack0.4931391
Insult0.3388922
Profanity0.096482486
Threat0.010239923
Severe Toxicity0.01896597
Moderate 0.43720075 Moderate Con 0.471 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a bike. Why would you include him saying black people from subsaharan Africa are dumb when it has nothing to do with this video? You could have just included his perspective on Indians but you gave him so much time to go on a tangent and a racist rant.
Identity Attack0.46028158
Insult0.43296707
Profanity0.22663295
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43230394 Constructive 0.717 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Identity Attack0.45348886
Insult0.4196762
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting your country to become India is very justifiable 😂 But saying they ate poo and being racially stereotypical is not good . 🫤
Identity Attack0.4453683
Insult0.35849577
Profanity0.2980872
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.666
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all …
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all over one of the most beautiful water falls Ive ever seen and the only people I actually saw throwing garbage on the ground while I was there were Indians. At least a dozen seperate times in the 3 days I was there, I saw only Indians throwing their trash on the ground. Im not sh1tting on Indian people because 99% of the ones Ive met in the US were way more polite and hard working than half the Americans Ive ever met, Im just pointing out my genuine observations🤷‍♂️
Identity Attack0.44690517
Insult0.36798462
Profanity0.4044591
Threat0.016638106
Severe Toxicity0.023552058
Moderate 0.4269174 Constructive 0.685 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
Identity Attack0.29798782
Insult0.26395
Profanity0.4401715
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.552 Identity_Assertion
Oct 3, 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.