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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: "They are not Indians but …" 4,309 comments · Page 58 of 173
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
Identity Attack0.46614665
Insult0.40243408
Profanity0.099305905
Threat0.009463178
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.466
Oct 2, 2025 3 likes IRCC Names India in Study …
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Identity Attack0.48949075
Insult0.336253
Profanity0.07514556
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.296 Unverified_Claim
Feb 19, 2026 4 likes Inside Canada's Indian Invasion...
Now he creates cringy videos on Indians to get views😂😂😂
Now he creates cringy videos on Indians to get views😂😂😂
Identity Attack0.3895355
Insult0.24928534
Profanity0.19893537
Threat0.039947584
Severe Toxicity0.023176458
Moderate 0.4269174 Low Con 0.177 Meta_Commentary
Feb 16, 2026 7 likes Inside Canada's Indian Invasion...
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more insulting
Identity Attack0.48915586
Insult0.33964422
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01935331
Moderate 0.4269174 Moderate Con 0.303 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Its crazy that even the indians are disgusted with how many indians are taking over.
Its crazy that even the indians are disgusted with how many indians are taking over.
Identity Attack0.46614665
Insult0.3388922
Profanity0.21132572
Threat0.012285355
Severe Toxicity0.022710243
Moderate 0.4269174 Low Con 0.212 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Identity Attack0.4887047
Insult0.36537176
Profanity0.29209393
Threat0.02613456
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.494 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
Identity Attack0.46028158
Insult0.36798462
Profanity0.12815644
Threat0.0097738765
Severe Toxicity0.02167734
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Identity Attack0.5075293
Insult0.3388922
Profanity0.048425674
Threat0.009463178
Severe Toxicity0.019224197
Moderate 0.4269174 Low Con 0.186 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Identity Attack0.50515765
Insult0.36798462
Profanity0.053435806
Threat0.0086087575
Severe Toxicity0.01896597
Moderate 0.4269174 Low Con 0.08 Identity Attack Unverified_Claim
Oct 16, 2025 IRCC Names India in Study …
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Identity Attack0.45610145
Insult0.24928534
Profanity0.21024476
Threat0.07016479
Severe Toxicity0.023645958
Moderate 0.4269174 Constructive 0.531 Humor_Satire
Mar 1, 2026 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...
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian …
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian students came in Canada for study but they never reported to those colleges and disappear and there are over hundred thousand indian students are staying in Canada illegally after there study permit visa expired it means they knew what they were up to 99.9 indian students after they complete there study they never go back to india they were more interested to get Canada PR than study.
Identity Attack0.46028158
Insult0.42167732
Profanity0.087430455
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.42
Nov 27, 2025 1 likes IRCC Names India in Study …
Indians will not beat the poo allegations
Indians will not beat the poo allegations
Identity Attack0.4139151
Insult0.29383746
Profanity0.357228
Threat0.01940071
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.136
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Praising a false god never ceases to amaze me with these indians,thinking an actual human being is a god! 🥱🤦🏽‍♂️
Praising a false god never ceases to amaze me with these indians,thinking an actual human being is a god! 🥱🤦🏽‍♂️
Identity Attack0.48915586
Insult0.40189892
Profanity0.22105443
Threat0.023544617
Severe Toxicity0.038593806
Moderate 0.4269174 Low Con 0.15 Identity_Assertion
Jan 29, 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...
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going to believe it that much money they've been paying before they come to the Canada they've not came free there or they not immigrant they are a student visa students from India so stop talking about Indians and punjabis seems where they are Indian your country who use the punjabis against India throwing a storms and bomb the planes Air India back in the '80s or I think 85 they blow one plane out and they are the innocent people right Make up your mind is those people are innocent punjabis and your country are human right champion and now suddenly everyone talking s*** about Indians
Identity Attack0.4830652
Insult0.36798462
Profanity0.10920923
Threat0.122295745
Severe Toxicity0.02383376
Moderate 0.4269174 Constructive 0.562 Identity_Assertion
Aug 26, 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)
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
Identity Attack0.5203519
Insult0.3470427
Profanity0.07967158
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.432 Identity Attack Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Go Indians invade Canada and whole uk😂❤we should take back all
Go Indians invade Canada and whole uk😂❤we should take back all
Identity Attack0.50515765
Insult0.22770336
Profanity0.15985115
Threat0.18597278
Severe Toxicity0.040387187
Moderate 0.4269174 Low Con 0.212 Identity Attack Humor_Satire
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
As a Toronto resident I will tell you nobody hates the fresh off the boat Indians more than the 2nd and 3rd generation Indians
As a Toronto resident I will tell you nobody hates the fresh off the boat Indians more than the 2nd and 3rd generation Indians
Identity Attack0.5135796
Insult0.33896056
Profanity0.09292633
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.431 Identity Attack Identity_Assertion
Jan 28, 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...

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.