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: "Its not the people who …" 4,268 comments · Page 115 of 171
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing has been orchestrated by world governments as a collective, against the people's wishes.
Identity Attack0.23467018
Insult0.039151907
Profanity0.017982552
Threat0.007262398
Severe Toxicity0.0044441223
Low Tox 0.19029272 Moderate Con 0.331
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Indians in toronto are great people as a white guy. I have hired and worked with many.
The Indians in toronto are great people as a white guy. I have hired and worked with many.
Identity Attack0.23011416
Insult0.04207976
Profanity0.032643758
Threat0.007754337
Severe Toxicity0.005874634
Low Tox 0.1893425 Constructive 0.67 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Not an Indian immigrant here; I moved to Canada in 2014. I love Indian people. However, this is a mess, regardless of whether it is indian or any other ethnicity. This shouldn't be this way. …
Not an Indian immigrant here; I moved to Canada in 2014. I love Indian people. However, this is a mess, regardless of whether it is indian or any other ethnicity. This shouldn't be this way. We meant to move to Canada…
Identity Attack0.23467018
Insult0.04032305
Profanity0.017572641
Threat0.0064985976
Severe Toxicity0.0037574768
Low Tox 0.1893425 Constructive 0.677 Personal_Narrative
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
Many people from one particular country must leave Canada now
Many people from one particular country must leave Canada now
Identity Attack0.17769934
Insult0.034672357
Profanity0.015283971
Threat0.010550622
Severe Toxicity0.0043296814
Low Tox 0.1893425 Moderate Con 0.339
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Way too expensive and a housing shortage , an employment shortage , murder and crime way up .Let's bring in more people , so they can eventually vote Liberal .
Way too expensive and a housing shortage , an employment shortage , murder and crime way up .Let's bring in more people , so they can eventually vote Liberal .
Identity Attack0.030691283
Insult0.06424874
Profanity0.0137468055
Threat0.064645745
Severe Toxicity0.005722046
Low Tox 0.1893425 Moderate Con 0.432
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Identity Attack0.18235919
Insult0.055547886
Profanity0.036651865
Threat0.006576272
Severe Toxicity0.0040626526
Low Tox 0.1893425 Constructive 0.718 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country …
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country l came to Canada 37 years ago go now l am telling people welcome to the third world country.
Identity Attack0.17769934
Insult0.043250903
Profanity0.018119188
Threat0.007741391
Severe Toxicity0.004673004
Low Tox 0.1883923 Constructive 0.566
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
Identity Attack0.008509507
Insult0.11978693
Profanity0.016957775
Threat0.00704232
Severe Toxicity0.00207901
Low Tox 0.1883923 Low Con 0.187 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any …
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any midsize american city will have more people with 130 IQ than all of india.
Identity Attack0.19495805
Insult0.06739554
Profanity0.028776871
Threat0.008336896
Severe Toxicity0.0061798096
Low Tox 0.18744208 Low Con 0.238 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They go to our beaches and they soil the sand. We have toilets use them. They’re fishing the streams, when you’re not supposed to. what Trudeau did and open the doors of Canada to so …
They go to our beaches and they soil the sand. We have toilets use them. They’re fishing the streams, when you’re not supposed to. what Trudeau did and open the doors of Canada to so many people was wrong not all of them had papers or passports. You can’t even be sure whether some of them were criminals or not.
Identity Attack0.023796257
Insult0.14874944
Profanity0.015454767
Threat0.007197669
Severe Toxicity0.002937317
Low Tox 0.18744208 Moderate Con 0.44
Sep 11, 2025 Why Canadians Are Turning Against …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Identity Attack0.10221587
Insult0.0838533
Profanity0.012312118
Threat0.0066798385
Severe Toxicity0.004119873
Low Tox 0.18649188 Low Con 0.294 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
Identity Attack0.17925262
Insult0.04852104
Profanity0.021535112
Threat0.0065244893
Severe Toxicity0.0040626526
Low Tox 0.18649188 Moderate Con 0.455 Moral_Argument
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
Identity Attack0.23163283
Insult0.04090862
Profanity0.022696527
Threat0.006861079
Severe Toxicity0.004348755
Low Tox 0.18649188 Constructive 0.646 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
Identity Attack0.15517195
Insult0.04442204
Profanity0.015967157
Threat0.008466354
Severe Toxicity0.0051879883
Low Tox 0.18649188 Moderate Con 0.304 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is this making the news? This country has always deported people in droves! Especially individuals of one certain, particular demographic!
Why is this making the news? This country has always deported people in droves! Especially individuals of one certain, particular demographic!
Identity Attack0.07673789
Insult0.06477321
Profanity0.020373698
Threat0.008867673
Severe Toxicity0.003528595
Low Tox 0.18554166 Moderate Con 0.315
Dec 29, 2025 Deportations From Canada at Their …
Every wear Asian home Paris 🏡 go very high Asian people want bays more home's
Every wear Asian home Paris 🏡 go very high Asian people want bays more home's
Identity Attack0.1808059
Insult0.046764325
Profanity0.03915693
Threat0.009204263
Severe Toxicity0.008850098
Low Tox 0.18554166 Low Con 0.261
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How can Canadians be suffering so much and vote the people who did it to them right back in office? There is a disconnect between government policy and quality of life in the minds of …
How can Canadians be suffering so much and vote the people who did it to them right back in office? There is a disconnect between government policy and quality of life in the minds of Canadians. Also, it appears anti-Americanism and Trump hatred is more important than their quality of life.
Identity Attack0.11163961
Insult0.076502606
Profanity0.011458136
Threat0.0069646453
Severe Toxicity0.0030517578
Low Tox 0.18554166 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
At least indian places of worship give food for the people in need. Western churches just beg for money
At least indian places of worship give food for the people in need. Western churches just beg for money
Identity Attack0.18903255
Insult0.04969218
Profanity0.024131214
Threat0.0072365063
Severe Toxicity0.003643036
Low Tox 0.18554166 Moderate Con 0.312 Comparative_Framing
Nov 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The wealthy leftys dont care if average people dont have jobs, healthcare or housing
The wealthy leftys dont care if average people dont have jobs, healthcare or housing
Identity Attack0.078392304
Insult0.07840354
Profanity0.03189224
Threat0.0071070488
Severe Toxicity0.003604889
Low Tox 0.18459146 Low Con 0.24 Economic_Argument
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.