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: "Just checking if you are …" 240 comments · Page 6 of 10
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
Identity Attack0.10221587
Insult0.07333439
Profanity0.017914234
Threat0.006770459
Severe Toxicity0.0028800964
Low Tox 0.16678599 Low Con 0.215 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
Check out both last 4 alphabets Canadian Indian Good luck Canadian , your siblings are breeding fast there 🤣
Check out both last 4 alphabets Canadian Indian Good luck Canadian , your siblings are breeding fast there 🤣
Identity Attack0.109318495
Insult0.055547886
Profanity0.02249157
Threat0.00756015
Severe Toxicity0.005569458
Low Tox 0.16158698 Low Con 0.255 Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have …
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have the housing liberal should be held accountable.
Identity Attack0.08749158
Insult0.045007613
Profanity0.013610168
Threat0.05236103
Severe Toxicity0.005302429
Low Tox 0.16158698 Moderate Con 0.438
Jan 17, 2026 3 likes 2.9 million Canadian temporary visas …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. My dad worked 3 jobs and worked everyday until he passed away. No free checks that I heard about growing up.
Identity Attack0.10221587
Insult0.045593183
Profanity0.015693882
Threat0.0287245
Severe Toxicity0.005760193
Low Tox 0.1587729 Constructive 0.56 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
She lying about the criminal part aswell, they will only check for past crimes done in Canada not in there country of birth.
She lying about the criminal part aswell, they will only check for past crimes done in Canada not in there country of birth.
Identity Attack0.04203484
Insult0.076185785
Profanity0.014771583
Threat0.00713294
Severe Toxicity0.002746582
Low Tox 0.15435068 Low Con 0.246
Sep 30, 2025 2 likes IRCC Names India in Study …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like the middle east where they can just pay the schools from their country to submit fraudulent papers saying they have a master's degree in computer science but when they start working, they couldn't even do proper coding!
Identity Attack0.10221587
Insult0.06459839
Profanity0.015079016
Threat0.0065827454
Severe Toxicity0.0028419495
Low Tox 0.1537979 Moderate Con 0.381
Oct 3, 2025 IRCC Names India in Study …
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
Identity Attack0.16993292
Insult0.029714199
Profanity0.013063621
Threat0.0065956907
Severe Toxicity0.0030899048
Low Tox 0.15048122 Constructive 0.54 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Come UK n check us out it's disappointing
Come UK n check us out it's disappointing
Identity Attack0.015455672
Insult0.046178754
Profanity0.033645786
Threat0.007819066
Severe Toxicity0.0030136108
Low Tox 0.14950264 Moderate Con 0.42 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Identity Attack0.12735364
Insult0.034672357
Profanity0.01402008
Threat0.006848133
Severe Toxicity0.0029182434
Low Tox 0.13388206 Moderate Con 0.314 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
Go check Trudeau’s basment or his bedroom 😂
Go check Trudeau’s basment or his bedroom 😂
Identity Attack0.0039772694
Insult0.06424874
Profanity0.014703264
Threat0.007741391
Severe Toxicity0.0024795532
Low Tox 0.13041082 Low Con 0.147 Humor_Satire
Oct 3, 2025 IRCC Names India in Study …
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that …
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that time, we still needed a visa to enter Canada. To obtain a visitor visa, I had to provide: A valid passport A completed visa application form Passport photos Payment of the visa fee A letter of invitation (if visiting someone) or a basic travel plan Proof of sufficient financial funds (bank statements for several months) Proof of employment (employment letter confirming my job and approved leave) Pay slips or proof of regular income If self-employed: business registration and tax documents Proof of property ownership (if applicable) Evidence of strong ties to Slovakia (family, job, studies, business) Sometimes a criminal record check Confirmation that I had no prior immigration violations
Identity Attack0.10221587
Insult0.033019636
Profanity0.020783609
Threat0.0070552654
Severe Toxicity0.003566742
Low Tox 0.123468354 Constructive 0.594 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants pay Canadians social security checks after they have been here a while is bogus propaganda. Canadians may want to take people in knowing they will be a burden to taxpayers and that's one thing, we do have big hearts, but the truth should be told to the taxpayers who end up paying for it. Don't you think?
Identity Attack0.051808115
Insult0.060927123
Profanity0.013166099
Threat0.0064144502
Severe Toxicity0.0020503998
Low Tox 0.11652588 Constructive 0.716
Aug 13, 2018 1 likes How much do refugees and …
We're they can hide? Unless they all working under the table. No job how someone can survive in Canada. Cancel Health Card and Social Insurance.Put them in system they may go hospital. Wht border officer's …
We're they can hide? Unless they all working under the table. No job how someone can survive in Canada. Cancel Health Card and Social Insurance.Put them in system they may go hospital. Wht border officer's doing, they should check the places. Immigration just making excuses.
Identity Attack0.07673789
Insult0.03566399
Profanity0.012141321
Threat0.007883795
Severe Toxicity0.0023078918
Low Tox 0.115658075 Moderate Con 0.442
Oct 11, 2025 IRCC Names India in Study …
If you think Brampton is bad, you should check out Surrey xD
If you think Brampton is bad, you should check out Surrey xD
Identity Attack0.015254694
Insult0.037395194
Profanity0.043916557
Threat0.008077981
Severe Toxicity0.0026512146
Low Tox 0.11440011 Moderate Con 0.336 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CHECK THE RESERVES!!!! IVE HEARD RUMOURS THEY ARE HIDING THEM OUT THERE!!! EVEN ARMING THEMSELVES!
CHECK THE RESERVES!!!! IVE HEARD RUMOURS THEY ARE HIDING THEM OUT THERE!!! EVEN ARMING THEMSELVES!
Identity Attack0.006511623
Insult0.025413504
Profanity0.0157622
Threat0.060119797
Severe Toxicity0.0050354004
Low Tox 0.11429678 Low Con 0.236
Oct 2, 2025 IRCC Names India in Study …
Just checking if you are alive now that the Epstein news are coming back 🤣
Just checking if you are alive now that the Epstein news are coming back 🤣
Identity Attack0.0052906936
Insult0.037980765
Profanity0.02023706
Threat0.013372798
Severe Toxicity0.003490448
Low Tox 0.11429678 Low Con 0.255 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. …
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. Maybe you should check all the Arenas stadiums indoor housing around Canada find more students from India that are just wondering around collecting welfare checks in their accounts. How about freezing foreign students back accounts
Identity Attack0.11512129
Insult0.029053112
Profanity0.014054239
Threat0.006912862
Severe Toxicity0.002632141
Low Tox 0.11347008 Constructive 0.573 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just …
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just one Ontario public college had in 2024. There’s no typing error, friends, this is the number and anyone can verify it. The last I checked, these colleges are not operated or governed by immigrants, it’s us who are in charge. We are being mislead to believe that the problem lies elsewhere. Colleges made money, the feds, province , region every body made millions. Where were these auditors for 8 years. This mass influx began in 2018, so was the entire government and administration at all levels was napping.
Identity Attack0.02439919
Insult0.0623257
Profanity0.01941724
Threat0.0072235605
Severe Toxicity0.0022697449
Low Tox 0.112643376 Constructive 0.621 Policy_Critique
Sep 28, 2025 10 likes IRCC Names India in Study …
Check Brampton and Scarborough you will find 1 million illegals
Check Brampton and Scarborough you will find 1 million illegals
Identity Attack0.06522302
Insult0.030154925
Profanity0.013063621
Threat0.007870848
Severe Toxicity0.0021648407
Low Tox 0.112540044 Low Con 0.21 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads up on projects (413 highway) before the public knows so Italians can buy up all the land. Check out the companies that received funding from the Skills and Development fund. Mostly Italian companies and donors to his government. It's also ironic, because this government lobbied for more and more immigrants and opened up scam colleges to bring immigrants in and exploit them for low wages. But na, let's ignore all that and blame immigrants for everyone's problems.
Identity Attack0.057492398
Insult0.05203446
Profanity0.017709278
Threat0.007832011
Severe Toxicity0.0030517578
Low Tox 0.11202335 Constructive 0.582 Unverified_Claim
Mar 1, 2026 Inside Canada's Indian Invasion...
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
Identity Attack0.04023018
Insult0.025800243
Profanity0.013302735
Threat0.010887212
Severe Toxicity0.0036811829
Low Tox 0.11078331 Moderate Con 0.388 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.