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: "In India, there is no …" 2,270 comments · Page 25 of 91
sikhs are not santani dharmic they are wannabes. thats the reason they were kicked out of india. under modi gov.
sikhs are not santani dharmic they are wannabes. thats the reason they were kicked out of india. under modi gov.
Identity Attack0.50515765
Insult0.4302003
Profanity0.20592089
Threat0.13532294
Severe Toxicity0.09912638
Moderate 0.43475235 Low Con 0.234 Identity Attack Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
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...
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...
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)
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)
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...
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 …
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)
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...
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...
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...
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our …
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our country india Our Indian government warn Canadian government not to allow these people in their country but they don’t listen they allow Khalistani tterrorists who are wanted or criminals in India So it’s canada government fault stop voting for leftist government
Identity Attack0.4911651
Insult0.37166002
Profanity0.043165036
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
INDIA - upper class Indians, Minnesota - lower class Somalis...
INDIA - upper class Indians, Minnesota - lower class Somalis...
Identity Attack0.5051609
Insult0.36798462
Profanity0.052183274
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.293 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Is anybody amazed that India is the number one fraudster? That country is full of “talents”.
Is anybody amazed that India is the number one fraudster? That country is full of “talents”.
Identity Attack0.4774257
Insult0.40243408
Profanity0.1184936
Threat0.009747985
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.171
Oct 1, 2025 IRCC Names India in Study …
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...
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...
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where there is millions starving to feed few thousand there and have a better life there. The things that come out of these Hindus and Sikhs mouths just don't make sense
Identity Attack0.46028158
Insult0.37506318
Profanity0.27342406
Threat0.05430072
Severe Toxicity0.023645958
Moderate 0.4269174 Moderate Con 0.433 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Can’t wait for another video of India’s poop party in Canada 🎉
Can’t wait for another video of India’s poop party in Canada 🎉
Identity Attack0.36702603
Insult0.34626248
Profanity0.29279903
Threat0.018019408
Severe Toxicity0.023364257
Moderate 0.4269174 Low Con 0.248 Humor_Satire
Jan 27, 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 …

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.