Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "If India is such a …" 2,270 comments · Page 25 of 91
Please don't send these khalistani terrorists to India. Good luck canada☺️
Please don't send these khalistani terrorists to India. Good luck canada☺️
Identity Attack0.50125694
Insult0.38852
Profanity0.046922635
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.43475235 Low Con 0.277 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Identity Attack0.32476485
Insult0.36798462
Profanity0.3051381
Threat0.108496375
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.163 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
Identity Attack0.48915586
Insult0.24493282
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.354
Sep 20, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I …
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I hate it. Just cuz i look like you doesn’t mean I’m from your homeland. And to the Canadians, just cuz I look like them doesn’t mean you can assume I’m from India. I have never been to India so stop assuming I’m from there. Imagine seeing an Asian person in markham and assuming they’re from China and speak Chinese when their family has been in Canada for generations.
Identity Attack0.48990932
Insult0.38852
Profanity0.32120174
Threat0.02855184
Severe Toxicity0.023880709
Moderate 0.43230394 Constructive 0.634 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Not Even The Poop Culture In India❌ Canada✅
Not Even The Poop Culture In India❌ Canada✅
Identity Attack0.44690517
Insult0.38406035
Profanity0.26621178
Threat0.008867673
Severe Toxicity0.02406851
Moderate 0.42985553 Low Con 0.152 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. Its not racist to not eant our homes taken regardless of how hypocritical that is
Identity Attack0.37730414
Insult0.43450394
Profanity0.1811049
Threat0.01119791
Severe Toxicity0.02167734
Moderate 0.42985553 Constructive 0.529 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
what more proof do you need that these people will not integrate into western society? Canada has to adapt to them not them to their new country? This is ridiculous. 2061 Indians become the majority …
what more proof do you need that these people will not integrate into western society? Canada has to adapt to them not them to their new country? This is ridiculous. 2061 Indians become the majority in Canada, this is a preview of what all Canada will look like. INDIA
Identity Attack0.3895355
Insult0.4378843
Profanity0.097129054
Threat0.009256045
Severe Toxicity0.015996376
Moderate 0.42985553 Moderate Con 0.302
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All must be returned to India. Use force if necessary.
All must be returned to India. Use force if necessary.
Identity Attack0.46028158
Insult0.21602537
Profanity0.10920923
Threat0.4430943
Severe Toxicity0.09649272
Moderate 0.42985553 Low Con 0.155
Oct 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
Identity Attack0.45610145
Insult0.40243408
Profanity0.22792831
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with …
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with a chip on their shoulders why ? If you don’t like us or our cultures why come here to be rude?
Identity Attack0.3825363
Insult0.4555076
Profanity0.062454045
Threat0.008181547
Severe Toxicity0.014511578
Moderate 0.4274071 Constructive 0.515
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Identity Attack0.46028158
Insult0.40975618
Profanity0.2188925
Threat0.064969026
Severe Toxicity0.023645958
Moderate 0.4274071 Constructive 0.65 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
Identity Attack0.50588524
Insult0.3388922
Profanity0.08904689
Threat0.2836219
Severe Toxicity0.08069076
Moderate 0.4274071 Low Con 0.24 Identity Attack Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes to wash their dirty money will collapse on said bankers. So Canada has to become India to support their questionable usury behaviours.
Identity Attack0.28034934
Insult0.4747285
Profanity0.07967158
Threat0.009929225
Severe Toxicity0.013801457
Moderate 0.4274071 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1.4 billion people hai India iss bande ki maaro yrr iska bohot hogyaa 😡😡
1.4 billion people hai India iss bande ki maaro yrr iska bohot hogyaa 😡😡
Identity Attack0.31307843
Insult0.48399165
Profanity0.31043148
Threat0.5195707
Severe Toxicity0.35368225
Moderate 0.4269174 Low Con 0.144 Threat Humor_Satire
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Identity Attack0.46614665
Insult0.35505778
Profanity0.078378424
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.145 Fear_Threat
Jan 28, 2026 1 likes 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 …
We need to END immigration from India,Africa, pakistan and no jihadis then start the mass deportations it's destroying Canada
We need to END immigration from India,Africa, pakistan and no jihadis then start the mass deportations it's destroying Canada
Identity Attack0.5135796
Insult0.24928534
Profanity0.045670103
Threat0.13262562
Severe Toxicity0.02373986
Moderate 0.4269174 Low Con 0.279 Identity Attack Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
Identity Attack0.3817989
Insult0.24928534
Profanity0.35346076
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.377
Sep 30, 2025 IRCC Names India in Study …
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂
Identity Attack0.46028158
Insult0.26957804
Profanity0.10611444
Threat0.009799767
Severe Toxicity0.023411209
Moderate 0.4269174 Low Con 0.219
Sep 30, 2025 160 likes IRCC Names India in Study …
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...
The math doesn't lie. How does a country of 1.4 billion geniuses, artists, and innovators offer fewer opportunities than Canada, with just 40 million people? Simple: India's failure is one of governance, not potential. It's …
The math doesn't lie. How does a country of 1.4 billion geniuses, artists, and innovators offer fewer opportunities than Canada, with just 40 million people? Simple: India's failure is one of governance, not potential. It's a pathetic betrayal of its people, forcing its most talented to flee their own vibrant civilization for the comfort of a managed, North American Icebox. What a colossal waste.
Identity Attack0.2772088
Insult0.4718924
Profanity0.055940874
Threat0.008090926
Severe Toxicity0.01121521
Moderate 0.4269174 Moderate Con 0.36 Comparative_Framing
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I LIKE AMERICA CUZ ITS AMERICA NOT INDIA
I LIKE AMERICA CUZ ITS AMERICA NOT INDIA
Identity Attack0.4907465
Insult0.17858955
Profanity0.108590275
Threat0.011922873
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.322 Identity_Assertion
Jan 28, 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)
The economic and political state of India hasn't really changed... WTF is this guy on?! 4th largest economy in the world BTW.
The economic and political state of India hasn't really changed... WTF is this guy on?! 4th largest economy in the world BTW.
Identity Attack0.10221587
Insult0.24928534
Profanity0.44431314
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.228 Policy_Critique
Jan 27, 2026 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...

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.