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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: "This has to stop!!! I …" 863 comments · Page 30 of 35
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Identity Attack0.01274247
Insult0.03768798
Profanity0.0127561875
Threat0.0077802283
Severe Toxicity0.0014305115
Low Tox 0.09655223 Low Con 0.23
Jun 27, 2025 1 likes How Canada broke its immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration should work on that.
Identity Attack0.06613251
Insult0.02193286
Profanity0.011646013
Threat0.007832011
Severe Toxicity0.0019359589
Low Tox 0.09611836 Constructive 0.565
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Identity Attack0.012641981
Insult0.031917825
Profanity0.011782649
Threat0.009540852
Severe Toxicity0.0022411346
Low Tox 0.09525062 Moderate Con 0.432 Call_To_Action
Feb 23, 2026 4 likes LILLEY UNLEASHED: The fall of …
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
Identity Attack0.020078164
Insult0.023608726
Profanity0.017504321
Threat0.010395273
Severe Toxicity0.0022888184
Low Tox 0.09394901 Low Con 0.248 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Identity Attack0.018269362
Insult0.021868404
Profanity0.024404489
Threat0.017156094
Severe Toxicity0.0031471252
Low Tox 0.09394901 Constructive 0.555
Aug 26, 2025 Why Canadians Are Turning Against …
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Identity Attack0.028418748
Insult0.02708937
Profanity0.021056883
Threat0.009747985
Severe Toxicity0.002746582
Low Tox 0.091913216 Low Con 0.176 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
14:40 is anyone stopping those homeless Canadians from seeking help in these temples?! They seem to be so accepting
Identity Attack0.053399716
Insult0.024511116
Profanity0.011628932
Threat0.0067445673
Severe Toxicity0.002002716
Low Tox 0.091913216 Moderate Con 0.371
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
To stop opening borders of illegal immigrants cause by Biden and Harris.
To stop opening borders of illegal immigrants cause by Biden and Harris.
Identity Attack0.06218508
Insult0.006253139
Profanity0.000059777693
Threat0.0023395147
Severe Toxicity0.000008915143
Low Tox 0.085878745
Dec 9, 2025
This is all on the LIBERAL GOVERNMENT! Full Stop!!!
This is all on the LIBERAL GOVERNMENT! Full Stop!!!
Identity Attack0.017465452
Insult0.026058068
Profanity0.016616182
Threat0.009204263
Severe Toxicity0.0029945374
Low Tox 0.083999306 Low Con 0.165 Policy_Critique
Feb 18, 2026 6 likes Canadian immigration officers investigating hundreds …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tim Horton's not Canadian anymore ... Owed by big corporations .... Stop supporting time
Tim Horton's not Canadian anymore ... Owed by big corporations .... Stop supporting time
Identity Attack0.014953227
Insult0.030375287
Profanity0.010365041
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.083999306 Low Con 0.21 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
Everyone should stop going to Tim Hortons.
Everyone should stop going to Tim Hortons.
Identity Attack0.005512681
Insult0.026831545
Profanity0.013849284
Threat0.0072753434
Severe Toxicity0.0012397766
Low Tox 0.08320791 Low Con 0.285 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
COVID! Stop using it as excuse instead come up with solutions!
COVID! Stop using it as excuse instead come up with solutions!
Identity Attack0.0035332954
Insult0.022190686
Profanity0.015386449
Threat0.0086087575
Severe Toxicity0.0024414062
Low Tox 0.08241652 Low Con 0.221 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
Why did it stop when it got interesting ? You should have called the cops and filmed
Why did it stop when it got interesting ? You should have called the cops and filmed
Identity Attack0.0052166977
Insult0.016632931
Profanity0.024951037
Threat0.025961896
Severe Toxicity0.0031089783
Low Tox 0.081625134 Low Con 0.251 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that …
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that “funny stuff,” and maybe actually tried applying for those jobs.
Identity Attack0.0032558115
Insult0.0279513
Profanity0.02071529
Threat0.006912862
Severe Toxicity0.001373291
Low Tox 0.08083374 Moderate Con 0.489 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Immigration so unfair.. what they did. Look now, Canada is not the sane it was used to be. So how they will fix this issue. They should stop giving them PR n work permit so …
Immigration so unfair.. what they did. Look now, Canada is not the sane it was used to be. So how they will fix this issue. They should stop giving them PR n work permit so the citizenship holders will find job. All those who have not given work permit n PR have to leave the country. They have already enough was given PR.
Identity Attack0.031464707
Insult0.024382202
Profanity0.010809111
Threat0.006537435
Severe Toxicity0.0016117096
Low Tox 0.079250954 Moderate Con 0.496
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
Identity Attack0.043839492
Insult0.02122384
Profanity0.012346277
Threat0.007689608
Severe Toxicity0.001745224
Low Tox 0.07845957 Low Con 0.233
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of here we were literally 8k votes off in close ridings to win a conservative minority with how the polls are 41% conservative vs 39% lieberals that would be 172 seats for the conservative just barely a majority and carney is falling just as fast as trudope.
Identity Attack0.0076215584
Insult0.033901088
Profanity0.017367685
Threat0.006815769
Severe Toxicity0.0015544891
Low Tox 0.07845957 Constructive 0.525
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Its going to turn into India number 2 if we dont stop it!
Its going to turn into India number 2 if we dont stop it!
Identity Attack0.04023018
Insult0.018967867
Profanity0.023106437
Threat0.018192071
Severe Toxicity0.003490448
Low Tox 0.077668175 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …

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.