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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: "I am an Indian, I …" 4,309 comments · Page 58 of 173
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
Identity Attack0.3780483
Insult0.24630153
Profanity0.16450337
Threat0.13815513
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.277 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
Identity Attack0.4774257
Insult0.39297962
Profanity0.028503597
Threat0.008401625
Severe Toxicity0.01935331
Moderate 0.4269174 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
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 …
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 …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number of Indians in Canada we are facing racism in jobs hiring the same will happen to our children deport the scammers they are a threat to this country
Identity Attack0.46028158
Insult0.4302003
Profanity0.047674157
Threat0.04167421
Severe Toxicity0.022710243
Moderate 0.4269174 Moderate Con 0.466
Oct 3, 2025 1 likes IRCC Names India in Study …
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...
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)
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...
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...
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)
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 …
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 am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving cars with AK47 graphics, driving reckless with no care. As for becoming Canadian forget it, these people dump their trash on the streets like they are living in India.
Identity Attack0.44690517
Insult0.4339631
Profanity0.0913099
Threat0.010058682
Severe Toxicity0.019095084
Moderate 0.4269174 Constructive 0.579
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
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...
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)
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...
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 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 …
How come Indians don't have a single God of Clanliness? Stop throwing garbage on our streets. It's not ok.
How come Indians don't have a single God of Clanliness? Stop throwing garbage on our streets. It's not ok.
Identity Attack0.44690517
Insult0.37846634
Profanity0.15195307
Threat0.01187109
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.41 Identity_Assertion
Jan 29, 2026 1 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 …
*INCOMING ANGRY INDIANS*
*INCOMING ANGRY INDIANS*
Identity Attack0.48990932
Insult0.24928534
Profanity0.22321637
Threat0.1115629
Severe Toxicity0.02444411
Moderate 0.4269174 Low Con 0.19 Identity_Assertion
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
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...
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...

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.