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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: "Some indians are here as …" 4,309 comments · Page 60 of 173
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
Identity Attack0.50125694
Insult0.28586254
Profanity0.10920923
Threat0.051391184
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.366 Identity Attack Identity_Assertion
Jan 28, 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...
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...
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Identity Attack0.53446084
Insult0.26957804
Profanity0.09899642
Threat0.012130005
Severe Toxicity0.019095084
Moderate 0.4269174 Moderate Con 0.316 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
*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...
as long as they are not indian, every one is wellcome
as long as they are not indian, every one is wellcome
Identity Attack0.5135796
Insult0.23704576
Profanity0.13432594
Threat0.018882722
Severe Toxicity0.024631912
Moderate 0.4269174 Low Con 0.294 Identity Attack Identity_Assertion
Jan 4, 2026 New rules, regulations take effect …
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)
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 …
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...
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
The IRONY @ 9:01 -- they don't cover their window, they walk naked... This bald guy is literally walking half naked out in the street . lol. (NOT an Indian here though)
Identity Attack0.37012735
Insult0.37052566
Profanity0.2253223
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.373
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
indians leave Canada
indians leave Canada
Identity Attack0.5135796
Insult0.24424846
Profanity0.11292298
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.356 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Identity Attack0.5108175
Insult0.32211447
Profanity0.16450337
Threat0.026652548
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.168 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Their god statue is whiter than any indian lmao
Their god statue is whiter than any indian lmao
Identity Attack0.48949075
Insult0.2469859
Profanity0.22542313
Threat0.011974656
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.219 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
Identity Attack0.44690517
Insult0.33998606
Profanity0.13256322
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.278 Meta_Commentary
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...
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)
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...
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...
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...
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...
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...
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It …
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It is time to expel Indian villager’s Punjabis to their country, Indian Punjab. Deport Deport
Identity Attack0.5075293
Insult0.3126888
Profanity0.04366605
Threat0.055270568
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.323 Identity Attack
Sep 28, 2025 IRCC Names India in Study …

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.