Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "You know who is having …" 1,129 comments · Page 25 of 46
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...
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)
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Identity Attack0.27778897
Insult0.06757036
Profanity0.015010698
Threat0.012233571
Severe Toxicity0.007972717
Low Tox 0.2412222 Low Con 0.207 Call_To_Action
Dec 19, 2025 IRCC Names India in Study …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the slaughter will be immense. You think Russia was bad? Just wait for the new gulags. The slaughter will be on a mass scale, in most European nations. The world as we know it is on the brink.
Identity Attack0.10221587
Insult0.042665333
Profanity0.022013342
Threat0.26849106
Severe Toxicity0.010223389
Low Tox 0.2396185 Moderate Con 0.319 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured …
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured from white 4th generation welfare recipients is probably not where the message should come from.
Identity Attack0.2463217
Insult0.0810151
Profanity0.01846078
Threat0.007353018
Severe Toxicity0.00541687
Low Tox 0.23812068 Moderate Con 0.407 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I know the smell is insane
I know the smell is insane
Identity Attack0.006474625
Insult0.083112895
Profanity0.11168506
Threat0.0072882893
Severe Toxicity0.0049209595
Low Tox 0.23812068 Moderate Con 0.391 Meta_Commentary
Dec 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
just the fact that you have almost NINE million subs speaks volumes to the massive amount of people who know the media narratives covering up manipulation of our societies are a FARCE
just the fact that you have almost NINE million subs speaks volumes to the massive amount of people who know the media narratives covering up manipulation of our societies are a FARCE
Identity Attack0.015053716
Insult0.082619295
Profanity0.07870171
Threat0.00780612
Severe Toxicity0.0061035156
Low Tox 0.23812068 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
Its so funny, the amount of indian people I know that say that there are too many here is alot lol its hilarious
Its so funny, the amount of indian people I know that say that there are too many here is alot lol its hilarious
Identity Attack0.25140062
Insult0.06722072
Profanity0.10054382
Threat0.009747985
Severe Toxicity0.011138916
Low Tox 0.23739935 Moderate Con 0.393 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led …
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led in who knows
Identity Attack0.22261032
Insult0.053205602
Profanity0.028913507
Threat0.05753354
Severe Toxicity0.009422302
Low Tox 0.23667802 Moderate Con 0.393 Unverified_Claim
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
Identity Attack0.28034934
Insult0.047935467
Profanity0.019212283
Threat0.009230154
Severe Toxicity0.005493164
Low Tox 0.2359567 Low Con 0.228 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Identity Attack0.20483385
Insult0.089778624
Profanity0.06345607
Threat0.010731863
Severe Toxicity0.008010864
Low Tox 0.23523538 Constructive 0.651 Economic_Argument
Jan 1, 2026 Deportations From Canada at Their …
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Identity Attack0.21668483
Insult0.082866095
Profanity0.03189224
Threat0.009696201
Severe Toxicity0.0119018555
Low Tox 0.23523538 Moderate Con 0.425 Moral_Argument
Feb 4, 2026 2 likes 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...
Stop from india period. Canada is holding all the cards, and 5 percent of 40 million is 2 million per year, immigration is not going down. I know most canadians cannot do math so their …
Stop from india period. Canada is holding all the cards, and 5 percent of 40 million is 2 million per year, immigration is not going down. I know most canadians cannot do math so their is the numbers
Identity Attack0.2700233
Insult0.07840354
Profanity0.014327513
Threat0.006712203
Severe Toxicity0.004234314
Low Tox 0.23415339 Moderate Con 0.339 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, …
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, they just don't care.
Identity Attack0.036105253
Insult0.086852804
Profanity0.0935729
Threat0.0103175985
Severe Toxicity0.0060272217
Low Tox 0.23379272 Constructive 0.555 Policy_Critique
Feb 28, 2026 Inside Canada's Indian Invasion...
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple …
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple years has gone down hill, half of my teachers don't speak english or know how to teach
Identity Attack0.26325142
Insult0.054376744
Profanity0.068967216
Threat0.008556974
Severe Toxicity0.007247925
Low Tox 0.23379272 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …

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.