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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: "As an Indian, what is …" 4,309 comments · Page 58 of 173
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...
A Indian hit my parked car and the government blamed me and protected him f canada it is india now
A Indian hit my parked car and the government blamed me and protected him f canada it is india now
Identity Attack0.5135796
Insult0.23237456
Profanity0.070942834
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.352 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
Identity Attack0.4508763
Insult0.25602314
Profanity0.16171204
Threat0.08856395
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.207 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Identity Attack0.53446084
Insult0.2659317
Profanity0.098067984
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
Identity Attack0.5051593
Insult0.34032786
Profanity0.21024476
Threat0.038220957
Severe Toxicity0.023364257
Moderate 0.4269174 Moderate Con 0.377 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
So many Indians the other Indians are being racist against the new Indians hahaha
So many Indians the other Indians are being racist against the new Indians hahaha
Identity Attack0.46028158
Insult0.24171697
Profanity0.14313951
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.193 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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 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 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...
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...
so many indians, getting rid of diversity in the country
so many indians, getting rid of diversity in the country
Identity Attack0.50588524
Insult0.20201176
Profanity0.13608865
Threat0.13815513
Severe Toxicity0.02383376
Moderate 0.4269174 Low Con 0.27 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Y u talking like a femboy to the indians😂
Y u talking like a femboy to the indians😂
Identity Attack0.4054415
Insult0.37960073
Profanity0.24147889
Threat0.0101363575
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Humor_Satire
Jan 28, 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...
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
Identity Attack0.5135796
Insult0.26957804
Profanity0.17241211
Threat0.054624002
Severe Toxicity0.024350211
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Jan 29, 2026 Inside Canada's Indian Invasion...
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher …
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher level execs are courteous and accommodating. The lower-level call center employees are absolute trash. Nobody that isn't Indian drives through it because it's an almost guarantee that their car will get damaged.
Identity Attack0.44690517
Insult0.4339631
Profanity0.20592089
Threat0.012699619
Severe Toxicity0.022839356
Moderate 0.4269174 Constructive 0.648 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.13717735
Severe Toxicity0.10702737
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Feb 17, 2026 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 …
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Identity Attack0.49855098
Insult0.27146968
Profanity0.15371579
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.353 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Indians slogan "born to scam"
Indians slogan "born to scam"
Identity Attack0.46028158
Insult0.40189892
Profanity0.2424468
Threat0.030278467
Severe Toxicity0.023552058
Moderate 0.4269174 Low Con 0.234 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Identity Attack0.46050715
Insult0.41530323
Profanity0.0887236
Threat0.0077802283
Severe Toxicity0.016512826
Moderate 0.4269174 Moderate Con 0.472 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
What i learned from tylers vid is we should leave the indians here and go back to europe
What i learned from tylers vid is we should leave the indians here and go back to europe
Identity Attack0.5075293
Insult0.24561718
Profanity0.15371579
Threat0.049128212
Severe Toxicity0.02406851
Moderate 0.4269174 Low Con 0.277 Identity Attack Identity_Assertion
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.