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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: "Its not the people who …" 4,268 comments · Page 102 of 171
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Identity Attack0.24293575
Insult0.06634661
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.014317908
Low Tox 0.24763705 Moderate Con 0.397 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is …
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is accepted, and Brampton became a hot-spots for Indians. And Brampton has a massive population, of course there are going to be some "bad actors". In places like Caledon and Montreal which have lower indian populations have the same issues. Just because one race has a few bad people doesn't mean all indians are terrible. If the race problem is that big of a issue, move to a different part of Brampton, it's not a small place.
Identity Attack0.28034934
Insult0.08434689
Profanity0.050930742
Threat0.009204263
Severe Toxicity0.007247925
Low Tox 0.24763705 Constructive 0.71 Moral_Argument
Feb 5, 2026 Inside Canada's Indian Invasion...
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how …
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how Quebec doesn’t really want to be a part of Canada. I am especially against foreign cultures consolidating into one area such as Brampton or Ontario as a whole, Canada is a white country and white people should remain at least 75% of the population or else things start going downhill.
Identity Attack0.2877625
Insult0.06529768
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.007858276
Low Tox 0.24763705 Constructive 0.553 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Identity Attack0.18002926
Insult0.14874944
Profanity0.023584666
Threat0.0076119336
Severe Toxicity0.004749298
Low Tox 0.24763705 Moderate Con 0.477 Identity_Assertion
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring Ecuador here , you have to respect were you are. This people come and do whatever they want and they are unrespecful. This need to be fix.
Identity Attack0.27875587
Insult0.097093195
Profanity0.015249812
Threat0.0068869707
Severe Toxicity0.0051116943
Low Tox 0.24763705 Constructive 0.712 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
Identity Attack0.23618884
Insult0.05027775
Profanity0.031391226
Threat0.008077981
Severe Toxicity0.0077819824
Low Tox 0.24763705 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now complaining smh
Identity Attack0.10221587
Insult0.16780703
Profanity0.057944927
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.24763705 Constructive 0.535
Aug 26, 2025 Why Canadians Are Turning Against …
30% of Canadian children in Edmonton are starving, in conditions of depravity. Yet the grocery stores are packed with new Canadians, toting thier broods of children with them. We pay these people to come here …
30% of Canadian children in Edmonton are starving, in conditions of depravity. Yet the grocery stores are packed with new Canadians, toting thier broods of children with them. We pay these people to come here and support them in a lifestyle better than most working Canadians. Because if thier skin color, they get preferential hiring, the best and easiest jobs. And worst of all these people shoplift like crazy. Driving prices higher and higher. Trudeau and the French government are hell bent on destroying us.
Identity Attack0.07175373
Insult0.07263579
Profanity0.0016954069
Threat0.003412404
Severe Toxicity0.000019071576
Low Tox 0.24720275
Apr 23, 2025 1 likes
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
More people need to be removed. Housing crises don't forget.
More people need to be removed. Housing crises don't forget.
Identity Attack0.031206898
Insult0.033239998
Profanity0.021330157
Threat0.2836219
Severe Toxicity0.012283325
Low Tox 0.24603334 Moderate Con 0.426
Dec 25, 2025 152 likes Deportations From Canada at Their …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
This is not Canada and these people will never be Canadians
This is not Canada and these people will never be Canadians
Identity Attack0.25309357
Insult0.06477321
Profanity0.022013342
Threat0.009903334
Severe Toxicity0.0066375732
Low Tox 0.24603334 Low Con 0.222
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Someone must have given wrong information to the bicycle uncle, he does not know that only upper caste people eat cow dung.
Someone must have given wrong information to the bicycle uncle, he does not know that only upper caste people eat cow dung.
Identity Attack0.16993292
Insult0.12702756
Profanity0.057443913
Threat0.009178371
Severe Toxicity0.006713867
Low Tox 0.24603334 Low Con 0.299 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Identity Attack0.17769934
Insult0.14874944
Profanity0.014054239
Threat0.0074306927
Severe Toxicity0.004310608
Low Tox 0.24442963 Moderate Con 0.394 Unverified_Claim
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when …
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when it comes to business.
Identity Attack0.27778897
Insult0.12702756
Profanity0.15371579
Threat0.008349842
Severe Toxicity0.008926392
Low Tox 0.24442963 Constructive 0.624 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All over the world it's the same with those people....what a shame.
All over the world it's the same with those people....what a shame.
Identity Attack0.0076585566
Insult0.17237684
Profanity0.016889455
Threat0.00666042
Severe Toxicity0.0029182434
Low Tox 0.24442963 Moderate Con 0.339 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Identity Attack0.27662867
Insult0.07333439
Profanity0.042413518
Threat0.011508608
Severe Toxicity0.0073242188
Low Tox 0.24442963 Constructive 0.622 Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Many of our people are debt slaves, but some of us are wage slaves where we can’t make enough money to get by, but we make it work
Many of our people are debt slaves, but some of us are wage slaves where we can’t make enough money to get by, but we make it work
Identity Attack0.10221587
Insult0.08831572
Profanity0.07967158
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.24442963 Moderate Con 0.472
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have the capability to create the advance infrastructure that we see today in Canada?? These people also complain about the wrong doings of the Europeans but have no shame in taking benefits this country provides which is not available in their native countries.
Identity Attack0.18391247
Insult0.076502606
Profanity0.023311393
Threat0.09776353
Severe Toxicity0.008468628
Low Tox 0.24442963 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We drove to Brampton from Alberta. While driving through the city to our destination, we saw no white skinned people. Good to visit with our family, but we were so glad to leave.
We drove to Brampton from Alberta. While driving through the city to our destination, we saw no white skinned people. Good to visit with our family, but we were so glad to leave.
Identity Attack0.2816105
Insult0.055547886
Profanity0.020646973
Threat0.009722093
Severe Toxicity0.0074005127
Low Tox 0.24442963 Constructive 0.659
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard …
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard people say when journalists/vloggers do this, it means they made it up.
Identity Attack0.23618884
Insult0.06023245
Profanity0.08452088
Threat0.0115345
Severe Toxicity0.009384155
Low Tox 0.24442963 Constructive 0.532 Meta_Commentary
Dec 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
Identity Attack0.28034934
Insult0.06984934
Profanity0.03189224
Threat0.007624879
Severe Toxicity0.008392334
Low Tox 0.24442963 Moderate Con 0.449 Identity_Assertion
Feb 5, 2026 1 likes 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.