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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 #}

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Active: "why would you do this …" 1,058 comments · Page 24 of 43
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international students after they dropped out within weeks of starting.
Identity Attack0.10221587
Insult0.06023245
Profanity0.10425757
Threat0.00814271
Severe Toxicity0.0047683716
Low Tox 0.18649188 Constructive 0.688 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
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...
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to …
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to other countries too?! The same applies to Africans. From a practical standpoint, White-majority nations should be protected from demographic change. We've benefited enormously from these countries, and any rational person would want them to stay as they are.
Identity Attack0.23163283
Insult0.034011267
Profanity0.024199532
Threat0.008336896
Severe Toxicity0.005531311
Low Tox 0.18554166 Constructive 0.586 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No Portuguese would want to move from Canada to USA, even legally.
No Portuguese would want to move from Canada to USA, even legally.
Identity Attack0.24970764
Insult0.03257891
Profanity0.015318131
Threat0.007262398
Severe Toxicity0.004463196
Low Tox 0.18554166 Low Con 0.141 Comparative_Framing
Feb 14, 2026 Inside Canada's Indian Invasion...
If all the women would look like Priya Anjali Rai I'd give them a pass....
If all the women would look like Priya Anjali Rai I'd give them a pass....
Identity Attack0.12440576
Insult0.06921569
Profanity0.027137227
Threat0.010757755
Severe Toxicity0.005455017
Low Tox 0.18459146 Moderate Con 0.373 Humor_Satire
Jan 30, 2026 Inside Canada's Indian Invasion...
could always just legalize handguns... that would help
could always just legalize handguns... that would help
Identity Attack0.0058826595
Insult0.017088935
Profanity0.019212283
Threat0.20178549
Severe Toxicity0.010147095
Low Tox 0.18459146 Low Con 0.227 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
You found the nicest Canadians you could most would have had so much worse to say about Canindia
You found the nicest Canadians you could most would have had so much worse to say about Canindia
Identity Attack0.15731181
Insult0.061801232
Profanity0.016035475
Threat0.007145886
Severe Toxicity0.0037002563
Low Tox 0.18364124 Moderate Con 0.338 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id tell you) - I would see a lot of them coming in by groups and they wear clothes like they still live back to whatever country they are from and would sit on their chairs cross legged as other people eat their food. Every hour theres dozens of them coming and I came to think are these people even legally here. It is just crazy to me as a legal immigrant where me and my family waited for 8 years for the application process, spent hundreds of thousands of money meanwhile I see people that arent from here and not even try to assimilate to Canadian culture. It is just infuriating.
Identity Attack0.055673428
Insult0.09124154
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.004634857
Low Tox 0.18269104 Constructive 0.652
Oct 1, 2025 IRCC Names India in Study …
Why would an immigrant want to sneak from Canada to USA at the moment? Otherwise a good video
Why would an immigrant want to sneak from Canada to USA at the moment? Otherwise a good video
Identity Attack0.17070955
Insult0.03511308
Profanity0.021740068
Threat0.009230154
Severe Toxicity0.0045204163
Low Tox 0.18269104 Low Con 0.25
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of people. India unfortunately has the problematic one's more than the unproblematic one's. I would implore you guys to visit upstate Gurugram, Hyderabad, Bengaluru and the north east. Maybe that will change your view on India and Indians
Identity Attack0.15731181
Insult0.06921569
Profanity0.037904397
Threat0.00933372
Severe Toxicity0.005531311
Low Tox 0.18174082 Constructive 0.757 Personal_Narrative
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Pakistan is NOT a country Canada would like to emulate. Nice puff piece, was it sponsored by Al-Jaz?
Pakistan is NOT a country Canada would like to emulate. Nice puff piece, was it sponsored by Al-Jaz?
Identity Attack0.16993292
Insult0.061626412
Profanity0.016821137
Threat0.007081157
Severe Toxicity0.004711151
Low Tox 0.18079062 Low Con 0.23 Comparative_Framing
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Whenever I go to the drive through of dairy Queen here in Windsor, I have to repeat my order a few times before the Indian "student" taking the order would understand what I am ordering.
Whenever I go to the drive through of dairy Queen here in Windsor, I have to repeat my order a few times before the Indian "student" taking the order would understand what I am ordering.
Identity Attack0.18002926
Insult0.061801232
Profanity0.02303812
Threat0.008556974
Severe Toxicity0.004310608
Low Tox 0.18079062 Constructive 0.553
Sep 28, 2025 IRCC Names India in Study …
If Canada made that guy on the bike Prime Minister instead of whatever fig it is now, Canada would be saved in a few months.
If Canada made that guy on the bike Prime Minister instead of whatever fig it is now, Canada would be saved in a few months.
Identity Attack0.007288578
Insult0.1378885
Profanity0.025907494
Threat0.007547205
Severe Toxicity0.0028800964
Low Tox 0.1798404 Low Con 0.221 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Identity Attack0.21075934
Insult0.031917825
Profanity0.036401358
Threat0.011922873
Severe Toxicity0.0064468384
Low Tox 0.1798404 Low Con 0.19 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people …
I remember back in the early 1990s, Toronto. Immigration would kick down your door, raid certain factory, put out Canada wide warrants... But then again it was the Jamaicans, Lucians, or any small island people that suffered the most! 😢😢😢
Identity Attack0.12208464
Insult0.04207976
Profanity0.015044857
Threat0.032005094
Severe Toxicity0.005569458
Low Tox 0.17891699 Constructive 0.661
Sep 30, 2025 IRCC Names India in Study …
As an Indian, I would say no host country allow other country people to use their culture in their country that's it ,filter quality immigrants rather than collecting them as some numbers
As an Indian, I would say no host country allow other country people to use their culture in their country that's it ,filter quality immigrants rather than collecting them as some numbers
Identity Attack0.19495805
Insult0.053205602
Profanity0.025360947
Threat0.009696201
Severe Toxicity0.007171631
Low Tox 0.17805049 Constructive 0.562 Policy_Critique
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is just a piece of land without its people and its culture. If you bring in Indians your cities and town will become Indian.. Canada’s government appears to be selling out its people and its future. There was a time this would’ve been called treason, but the country has clearly changed at its core.
Identity Attack0.13591312
Insult0.06564732
Profanity0.020510335
Threat0.009204263
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.415 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into …
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into citizenship at all. Homes are too expensive, prices of everything in Canada keeps rising & rising, not enough jobs, declining birth rates, the usual issues facing most countries that do not produce any substantial products.
Identity Attack0.08749158
Insult0.083359696
Profanity0.018392462
Threat0.0065827454
Severe Toxicity0.0036621094
Low Tox 0.17631748 Constructive 0.558 Policy_Critique
Feb 11, 2026 25 likes Canada's tighter immigration policy divides …
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅. - Early immigrants were merely functionally literate...though managed being …
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅. - Early immigrants were merely functionally literate...though managed being less in numbers. But today Why don't these 1st world countries set criteria for visa just like a strict driving licence which includes more than basic English, how to stand in a line, how to throw garbage in the bin, where to park your vehicle, no loud music, and no public processions if they don't relate to host country. It would have worked fine. Then there's fugitives being granted refuge in UK and Canada. How can they expect social order with ageing demographics?!
Identity Attack0.1064171
Insult0.0806213
Profanity0.035148825
Threat0.0068999166
Severe Toxicity0.004634857
Low Tox 0.17545098 Constructive 0.541 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Would not be surprised if you have 50,000-70,000 fake study permits in Canada.
Would not be surprised if you have 50,000-70,000 fake study permits in Canada.
Identity Attack0.06385879
Insult0.08434689
Profanity0.012277958
Threat0.0065956907
Severe Toxicity0.0023460388
Low Tox 0.17545098 Low Con 0.252
Sep 29, 2025 IRCC Names India in Study …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to be taxed into oblivion and forced to shell out 200% inflation for everything every year... I can be poor elsewhere thanks.
Identity Attack0.07094744
Insult0.0810151
Profanity0.01887069
Threat0.0074565844
Severe Toxicity0.0037384033
Low Tox 0.17458448 Moderate Con 0.441
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by some quota... we know how the Liberals pay back (chump change) .. and oh, these immigrants are going to make Canada more prosperous... No mention of the Globalist agenda .. Trudeau is a BIG GLOBALIST ... taking over these immigrant's Countries is part of the plan
Identity Attack0.07012023
Insult0.0806213
Profanity0.021125201
Threat0.007145886
Severe Toxicity0.0037193298
Low Tox 0.17371799 Moderate Con 0.403
Dec 28, 2018 How much do refugees and …

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.