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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: "The Immigrants are why the …" 3,653 comments · Page 75 of 147
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
Identity Attack0.1508922
Insult0.16802633
Profanity0.022286616
Threat0.009074804
Severe Toxicity0.00579834
Low Tox 0.25462922 Moderate Con 0.347
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the Immigration / government.
Blame the Immigration / government.
Identity Attack0.2783691
Insult0.06372428
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.155
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex problem of imbalance in the multicultural immigration policy entries,, STOP favouring a particular RACE and set of people over others, setting an english test prerequisite for others and waiving for these RACE that dont even speak ABC...Create a balanced society and Maintain the Quota measures across board or scrap the quota that is not adopted seamlessly. The Problem of IMBALANCE in culture will distort the society further...Take a lesson learned from United Kingdom now being overrun ,,,Ya land at Hearthrow now ya think ya not in UK. In Canada now, if ya not from the RACE of leading population, ya dont get food (the job)...Basic needs of life are now out of the window...Canada ya got massive resources and ya still less than the STATE OF CALIFORNIA in population...Born here,,now looking to sign a work deal contract in the so called middle East. Most importantly, Canada should humble before the LORD GOD under whom the forefathers belief and obey Him, stop provoking the LORD GOD,,,Eradicate and REPENT from being Sodomic and Gomorrahic Abolish same sex ABOMINATION as The Ubited States of America is doing..for Mercy and Progress to come to this Nation under GOD ALMIGHTY...
Identity Attack0.27991617
Insult0.09563028
Profanity0.024131214
Threat0.008634649
Severe Toxicity0.009307861
Low Tox 0.25462922 Constructive 0.572 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining that you see other colours around when the nation's commerce must go on... The guy saying no taxes doesnt look like our regular tax payer either... Seems to me the only work he does is buying synthetic drugs and sleeping on benches...
Identity Attack0.18313584
Insult0.12521741
Profanity0.018665737
Threat0.009385503
Severe Toxicity0.005340576
Low Tox 0.25462922 Constructive 0.604
Sep 19, 2025 93 likes Inside Canada's Indian Metropolis (Brampton)
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want …
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want to properly integrate into our society.
Identity Attack0.28034934
Insult0.06599696
Profanity0.017094411
Threat0.028897164
Severe Toxicity0.008277893
Low Tox 0.25462922 Moderate Con 0.446 Policy_Critique
Jan 30, 2026 Canada’s new rules in 2026
A student visa is totally fraud they are just enrolled students for immigration only.
A student visa is totally fraud they are just enrolled students for immigration only.
Identity Attack0.10221587
Insult0.13607834
Profanity0.026727317
Threat0.0065827454
Severe Toxicity0.0038719177
Low Tox 0.2540519 Low Con 0.176 Unverified_Claim
Jan 29, 2026 6 likes Inside Canada's Indian Invasion...
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
Identity Attack0.23770751
Insult0.083112895
Profanity0.02522431
Threat0.019055385
Severe Toxicity0.0064849854
Low Tox 0.2540519 Moderate Con 0.448 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Identity Attack0.2772088
Insult0.082372494
Profanity0.024951037
Threat0.008712323
Severe Toxicity0.00667572
Low Tox 0.2540519 Low Con 0.248 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Identity Attack0.06567776
Insult0.19734058
Profanity0.026727317
Threat0.013424582
Severe Toxicity0.00705719
Low Tox 0.2540519 Constructive 0.573 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
Identity Attack0.25986546
Insult0.0810151
Profanity0.025770858
Threat0.0066215824
Severe Toxicity0.006790161
Low Tox 0.2540519 Low Con 0.29 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It isn't just immigration our whole system is broken
It isn't just immigration our whole system is broken
Identity Attack0.17925262
Insult0.06337463
Profanity0.047173142
Threat0.008919456
Severe Toxicity0.0075149536
Low Tox 0.2540519 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Fix immigration!!! Have a nice flight 😂
Fix immigration!!! Have a nice flight 😂
Identity Attack0.18705739
Insult0.04969218
Profanity0.027273865
Threat0.019746035
Severe Toxicity0.010223389
Low Tox 0.2540519 Low Con 0.264 Humor_Satire
Jan 11, 2026 3 likes Canada’s new rules in 2026
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Identity Attack0.18002926
Insult0.09563028
Profanity0.021740068
Threat0.010887212
Severe Toxicity0.0059890747
Low Tox 0.2524482 Moderate Con 0.476 Solidarity
Sep 11, 2025 Why Canadians Are Turning Against …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to limit how many people come here
Identity Attack0.22261032
Insult0.12702756
Profanity0.015864678
Threat0.010550622
Severe Toxicity0.007095337
Low Tox 0.2524482 Moderate Con 0.405
Jan 15, 2026 2.9 million Canadian temporary visas …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge problems with excess immigration and we can't meet the demands we are insinuating we can meet to potential immigrants. I also recognize that there is a a huge problem with Indian students being lured here under false pretences and this issue needs to be exposed. However, I don't think you should have given an openly racist person a platform to share their views and you laughed when they said obviously racist things. He said "I'm as racist as the next person" and you laughed. Sorry but what?! He is normalizing his racism and you are playing along. Just pick a different person to interview. He said "better indians than muslims, africans, etc....." Canada hasn't been around that long relative to other places. This guy came from immigrants like 1-2 generations ago. You probably got a lot of footage to choose from. Why him?
Identity Attack0.20680901
Insult0.16758773
Profanity0.027410502
Threat0.008815889
Severe Toxicity0.0059127808
Low Tox 0.2524482 Constructive 0.805 Moral_Argument
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Identity Attack0.26155844
Insult0.08459369
Profanity0.016821137
Threat0.013217449
Severe Toxicity0.0065612793
Low Tox 0.2524482 Low Con 0.182 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals rules and respected their traditions?Additionally, who figured out the navigation of ship routes from Europe to here or India!?
Identity Attack0.29188538
Insult0.06302499
Profanity0.017367685
Threat0.007340072
Severe Toxicity0.005531311
Low Tox 0.2524482 Constructive 0.675
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Lol once a immigrant spend 10-20 yrs they are against the same system which got them in .. nobody wants the newer folks coming in 😂😂😂
Lol once a immigrant spend 10-20 yrs they are against the same system which got them in .. nobody wants the newer folks coming in 😂😂😂
Identity Attack0.26494437
Insult0.07428485
Profanity0.026454043
Threat0.008220384
Severe Toxicity0.006713867
Low Tox 0.2524482 Moderate Con 0.32
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)

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.