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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 #}

Comment Explorer

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Active: "Most Canadians are not against …" 3,707 comments · Page 66 of 149
Go to the forest and so many homeless and they are abusive to Canadian people .
Go to the forest and so many homeless and they are abusive to Canadian people .
Identity Attack0.18468912
Insult0.16195811
Profanity0.01627459
Threat0.011508608
Severe Toxicity0.005836487
Low Tox 0.27236435 Moderate Con 0.426
Sep 29, 2025 IRCC Names India in Study …
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Identity Attack0.26833034
Insult0.082372494
Profanity0.019007329
Threat0.050744623
Severe Toxicity0.010223389
Low Tox 0.27236435 Moderate Con 0.337 Call_To_Action
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, to take over Canada. There is almost 1,5 billion of you in India. Even if 100 milion of you come to Canada it won't make a dent in India's population, but Canada will perish. You don't want to assimilate because you cherish your culture. We also cherish our culture. Why do we have to accommodate to yours? You don't respect us, you want to marginalize us in our own country.
Identity Attack0.26494437
Insult0.1640896
Profanity0.038655918
Threat0.011560392
Severe Toxicity0.0128976675
Low Tox 0.27236435 Moderate Con 0.496 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Identity Attack0.27914262
Insult0.15982662
Profanity0.023652986
Threat0.01254427
Severe Toxicity0.0061035156
Low Tox 0.27236435 Moderate Con 0.355 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, Get your jobs back ☑️ Canada, Have Affordable homes again No Hate ! It's called: putting generational Canadians first. Fair is fair.
Identity Attack0.19890837
Insult0.071116626
Profanity0.022628209
Threat0.050098058
Severe Toxicity0.0119018555
Low Tox 0.27236435 Constructive 0.556
Sep 24, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Canadians think they Americans lol
Canadians think they Americans lol
Identity Attack0.2816105
Insult0.08410009
Profanity0.06796519
Threat0.007145886
Severe Toxicity0.0090408325
Low Tox 0.27236435 Low Con 0.266
Jan 20, 2018 2 likes How much do refugees and …
Lmao this affects nobody , because nobody is going to America 😂 America is cancer , why would Canadians even want to waste time or money there?
Lmao this affects nobody , because nobody is going to America 😂 America is cancer , why would Canadians even want to waste time or money there?
Identity Attack0.111813255
Insult0.102958284
Profanity0.0003903476
Threat0.0015127294
Severe Toxicity0.000013157225
Low Tox 0.27063668 Humor_Satire
Dec 8, 2025 1 likes
All Canadians are immigrants apart from the indigenous people
All Canadians are immigrants apart from the indigenous people
Identity Attack0.32476485
Insult0.08459369
Profanity0.025087673
Threat0.0065633263
Severe Toxicity0.0075149536
Low Tox 0.27047762 Low Con 0.234 Moral_Argument
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
It's cool to have East Indians here in Canada... but for Christ sake, they better assimilate to the Canadian way, speak English or French and respect the indigenous culture. 🤦 If they left India, then …
It's cool to have East Indians here in Canada... but for Christ sake, they better assimilate to the Canadian way, speak English or French and respect the indigenous culture. 🤦 If they left India, then they should leave their past behind. 🤦
Identity Attack0.33060804
Insult0.07808672
Profanity0.027683776
Threat0.0078449575
Severe Toxicity0.0073623657
Low Tox 0.27047762 Moderate Con 0.456
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is …
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is beyond belief. Self destruction to your own cultures at a level never seen before...
Identity Attack0.22935481
Insult0.1378885
Profanity0.016752819
Threat0.028897164
Severe Toxicity0.008354187
Low Tox 0.27047762 Moderate Con 0.333 Fear_Threat
Jan 21, 2026 1 likes Why Canada’s immigration system has …
Indians aren't Canadians.
Indians aren't Canadians.
Identity Attack0.36702603
Insult0.07840354
Profanity0.038154904
Threat0.006589218
Severe Toxicity0.0075912476
Low Tox 0.27047762 Low Con 0.204 Identity_Assertion
Sep 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of …
Canada has no army, no hope, no money, no sovereignty, no leadership, no future, no identity, no sense, no pride, no sanity, no justice system, (a corrupt justice system)....trillions and trillions of dollars worth of natural resources that Canadians didn't think was worth fighting for or defending. 'Mark Carney and his vultures in the WEF/China have plans for Canada that doesn't include Canadians'. Just like Brazil, the Brazilians lost their resources to the WEF/China. Imagine Chinese miners, factories and towns full of Chinese workers...because that is where Canada is headed.
Identity Attack0.12440576
Insult0.23704576
Profanity0.021740068
Threat0.008427517
Severe Toxicity0.006828308
Low Tox 0.27047762 Moderate Con 0.342 Fear_Threat
Nov 22, 2025 1 likes Thousands of refugees allowed into …
Canada is 51st state of USA. So Canadian don't have a right to speak about indian ... Americans can speak about this .
Canada is 51st state of USA. So Canadian don't have a right to speak about indian ... Americans can speak about this .
Identity Attack0.35948995
Insult0.07016616
Profanity0.019212283
Threat0.008556974
Severe Toxicity0.00831604
Low Tox 0.27047762 Moderate Con 0.345 Comparative_Framing
Feb 13, 2026 3 likes Inside Canada's Indian Invasion...
Im not indian but guys there is no real Canadians around even people call themselves Canadians they came from uerope
Im not indian but guys there is no real Canadians around even people call themselves Canadians they came from uerope
Identity Attack0.293411
Insult0.07967083
Profanity0.047674157
Threat0.0084793
Severe Toxicity0.009231567
Low Tox 0.27047762 Moderate Con 0.309 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time …
it is not Canadians per say but the failed experiment that is called the liberal party of Canada they have failed us. The liberal party has ruled in Canada for over 66% of the time since we have been voting, so please tell me if the liberal government is good then why is this country in such horrible shape
Identity Attack0.1232452
Insult0.22770336
Profanity0.023106437
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.27047762 Moderate Con 0.428
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they …
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they can't cry more since Carney isn't making a circus of the whole thing.
Identity Attack0.034816213
Insult0.24287975
Profanity0.10054382
Threat0.008505191
Severe Toxicity0.005493164
Low Tox 0.26859093 Moderate Con 0.486 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
As a recent student of Conestoga College, I can say that the school is only a diploma mill. Half of the students in my class only showed up for tests. Some spoke no English and …
As a recent student of Conestoga College, I can say that the school is only a diploma mill. Half of the students in my class only showed up for tests. Some spoke no English and the cheating is so rampant that most teachers turn a blind eye! They’re passing students who should not be passing. And if you think Canadians are racist you should have been at Conestoga College as your eyes would have been opened!
Identity Attack0.2331515
Insult0.16883044
Profanity0.017845914
Threat0.0076507707
Severe Toxicity0.0059127808
Low Tox 0.26859093 Moderate Con 0.427
Sep 28, 2025 1,319 likes IRCC Names India in Study …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Now do a "investigative journalism" on whyte invasi()n in Canada and where are the original Canadians .
Identity Attack0.3072352
Insult0.07745308
Profanity0.025497584
Threat0.008764107
Severe Toxicity0.007972717
Low Tox 0.26859093 Low Con 0.222 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and …
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and work in Canada without Canada looking into it. Many of them can barely speak any English at all. Or French. Our government and the government policies in Canada are a joke.
Identity Attack0.15731181
Insult0.1935001
Profanity0.020373698
Threat0.0067963502
Severe Toxicity0.0044822693
Low Tox 0.26859093 Moderate Con 0.354 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these …
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these "khalistani" who want to create their own nation khalistan in India or maybe Canada...god alone knows, his father also cozyed up to them which led to the hijacking of Air India flight 423 forced to land in Lahore Pakistan instead of Amritsar India. Air India Flight 182 was a scheduled international flight from Toronto Pearson International Airport (as Air India Flight 181) to Sahar International Airport with regular Mirabel-London-Delhi stops. On the morning of June 23, 1985, the Boeing 747-237B[note 1] serving the route exploded near the coast of Ireland from a bomb planted by Sikh terrorists.[1][2][3] All 329 people on board were killed including 268 Canadian citizens, 27 British citizens, and 22 Indian citizens.[4] The bombing of Air India Flight 182 is the worst terrorist attack in Canadian history and was the world's deadliest act of aviation terrorism until the September 11 attacks in 2001. It remains the deadliest aviation incident in the history of Air India, and the deadliest no-survivor hull loss of a single Boeing 747 (from Wikipedia) The Sikhs shouldn't be mistaken for khalistanis, the khalistanis r a splinter group led by radicals who indoctrinate young sikh towards their khalistani believes & r supported, funded & controlled to some extent by the ISI of Pakistan. Edit: the Canadian government & other officials should take strict actions against any illegal immigrants & monitor the activities of these "khalistanis" because they seem to be gathering strength...sooner or later this will come back to bite Canada in the rear end...
Identity Attack0.27875587
Insult0.1711343
Profanity0.04742365
Threat0.019055385
Severe Toxicity0.012962224
Low Tox 0.26859093 Constructive 0.524 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there …
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there are poor and rich here both suffer with this country. but the rich understand and are are very well educated to understand the locals and support their country. but idk what's wrong with Canada that they leave the north Indian's ( basically 90% people of this part of region are not very friendly and are very badly educated about things only the top 10% of this region really understand things and even they suffer with this and the allegations some of them for just being the same religion ) and because of them the other people of India who were going to America/Canada for better meant of the country they go to , get with this and get rejected. its just my opinion and the things I have seen going around me.
Identity Attack0.2781757
Insult0.08831572
Profanity0.077731855
Threat0.012440704
Severe Toxicity0.014188796
Low Tox 0.2667042 Constructive 0.774 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Invasion...
Canadian Sikhs wants punjab to sikh state but don't want to leave canada !! Also majority of them arnt indians they're Canadian Sikhs .
Canadian Sikhs wants punjab to sikh state but don't want to leave canada !! Also majority of them arnt indians they're Canadian Sikhs .
Identity Attack0.35299334
Insult0.082866095
Profanity0.026044132
Threat0.007353018
Severe Toxicity0.008964539
Low Tox 0.2667042 Moderate Con 0.38 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.