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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I used to be a …" 717 comments · Page 16 of 29
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so …
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so sad
Identity Attack0.21470967
Insult0.089778624
Profanity0.013405213
Threat0.008440462
Severe Toxicity0.0045394897
Low Tox 0.23739935 Moderate Con 0.471
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Identity Attack0.058856625
Insult0.15769513
Profanity0.08128801
Threat0.010188141
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.318
Dec 26, 2025 Deportations From Canada at Their …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process. Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ? GOD SAVE OUR LAND
Identity Attack0.10221587
Insult0.123407245
Profanity0.035148825
Threat0.009644418
Severe Toxicity0.0060272217
Low Tox 0.2359567 Constructive 0.595 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Its been like that for ages i used to visit Vancouver canada when turned 19 im from wa state and hella imdians their
Identity Attack0.27875587
Insult0.07840354
Profanity0.09775851
Threat0.009230154
Severe Toxicity0.009536743
Low Tox 0.2359567 Moderate Con 0.465 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Identity Attack0.0233943
Insult0.100019015
Profanity0.028776871
Threat0.04201601
Severe Toxicity0.004825592
Low Tox 0.23523538 Moderate Con 0.461 Call_To_Action
Feb 6, 2026 Inside Canada's Indian Invasion...
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
Identity Attack0.23011416
Insult0.082619295
Profanity0.06546012
Threat0.00789674
Severe Toxicity0.005607605
Low Tox 0.23415339 Moderate Con 0.342 Unverified_Claim
Feb 10, 2026 Inside Canada's Indian Invasion...
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to …
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to work at one of the fast food restaurants. our kids can't find jobs as teens because they are hiring foreign workers and having to pay less. It's awful . There isn't enough housing or parking the new schools being built are full before there built.
Identity Attack0.24801466
Insult0.0817555
Profanity0.034397304
Threat0.007598988
Severe Toxicity0.006866455
Low Tox 0.23379272 Constructive 0.744 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Identity Attack0.17303948
Insult0.06529768
Profanity0.017777596
Threat0.011430934
Severe Toxicity0.0064468384
Low Tox 0.23235008 Moderate Con 0.338 Call_To_Action
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
brampton used to be all white people in 80/90's
brampton used to be all white people in 80/90's
Identity Attack0.27340925
Insult0.05203446
Profanity0.054437835
Threat0.009359611
Severe Toxicity0.007209778
Low Tox 0.22980402 Moderate Con 0.341 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of …
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of immigrants moving to Canada, but I'm genuinely convinced the people in the comments watched the first half of the video and then turned it off. So many weird comments, ranging from "they're bad drivers!" to "I moved away from Brampton because of this problem" (what problem?? Indian people??). In the second half of the video, all three of the religious buildings they entered had extremely kind-hearted people, with free food for ANYONE to enjoy. Again I understand things aren't perfect, but it would seem a lot of people are using "immigration policies are allowing immigrants in too fast" to justify their hatred of Indian people.
Identity Attack0.20878418
Insult0.08831572
Profanity0.053435806
Threat0.0076119336
Severe Toxicity0.0060653687
Low Tox 0.22980402 Constructive 0.81 Meta_Commentary
Sep 20, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy …
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy repeats again and again: Indians go out, money comes in. The incoming funds are used to rebuild and strengthen India. Over time, this process creates a powerful India, one that not only rises on the global stage but also begins to take over developed nations from within. That’s how they conquer the world.
Identity Attack0.27171627
Insult0.08212569
Profanity0.051932767
Threat0.023026628
Severe Toxicity0.01159668
Low Tox 0.22445217 Moderate Con 0.399 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) …
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) will use the hell out of it. That's why it works in places like Denmark, Finland, etc. They don't let just ANYONE in, it's actually quite difficult. Nothing wrong with Immigration as long as the immigrants assimilate and do so legally.
Identity Attack0.17769934
Insult0.07301756
Profanity0.17055123
Threat0.008259222
Severe Toxicity0.0077819824
Low Tox 0.22445217 Constructive 0.689 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
12:49 You cant use a knife for self defence in Canada
12:49 You cant use a knife for self defence in Canada
Identity Attack0.031464707
Insult0.019096779
Profanity0.02023706
Threat0.34804323
Severe Toxicity0.011749268
Low Tox 0.2191003 Low Con 0.235 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your economy so we provide the labour and also do consumtion and then we pay taxes, and then we use our smart genes to set up businesses and get good jobs or if not then work 2-3 jobs just to earn our living. What do you guys do? Use the moeny bring into the economy to pay for pentions, and support your unemployment?
Identity Attack0.1444726
Insult0.08434689
Profanity0.06195303
Threat0.0086087575
Severe Toxicity0.008010864
Low Tox 0.21642438 Constructive 0.6 Identity_Assertion
Oct 2, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
69.8% of Canada is still caucasian. These statistics are easily viewed on government website's. So all these divisive Youtubers are baiting you in using fear mongering tactics. They are taking away your humanity.
69.8% of Canada is still caucasian. These statistics are easily viewed on government website's. So all these divisive Youtubers are baiting you in using fear mongering tactics. They are taking away your humanity.
Identity Attack0.14019285
Insult0.07365121
Profanity0.01805087
Threat0.028379176
Severe Toxicity0.005302429
Low Tox 0.21508642 Constructive 0.542
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
When we were young Brampton was White as snow but our Dentist was Indian. His name was Dr. Mohan Mehta and he didn't use any freezing. Ouch!
When we were young Brampton was White as snow but our Dentist was Indian. His name was Dr. Mohan Mehta and he didn't use any freezing. Ouch!
Identity Attack0.23618884
Insult0.0670459
Profanity0.026727317
Threat0.007534259
Severe Toxicity0.0060653687
Low Tox 0.21374844 Constructive 0.688 Personal_Narrative
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Identity Attack0.06795148
Insult0.14150882
Profanity0.025634222
Threat0.007081157
Severe Toxicity0.004081726
Low Tox 0.20839658 Constructive 0.632 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Identity Attack0.20483385
Insult0.07935401
Profanity0.041912504
Threat0.008686432
Severe Toxicity0.0077438354
Low Tox 0.2043827 Constructive 0.543 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes 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.