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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: "This is what I’ve been …" 564 comments · Page 10 of 23
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple …
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple states in india flooding the place - yet you aren't willing to talk about the actual issue. You're full of it Tyler.
Identity Attack0.29035977
Insult0.16773392
Profanity0.03389629
Threat0.024753258
Severe Toxicity0.008888245
Moderate 0.30136615 Moderate Con 0.492 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
No, they’re not, they voted for this! So they’re not sick of it, they actually want more of it! And they want us to be less safe, and they don’t want us to be able …
No, they’re not, they voted for this! So they’re not sick of it, they actually want more of it! And they want us to be less safe, and they don’t want us to be able to protect yourself against criminal individuals. There you go. If you try to protect yourself in Canada and you’ve hurt the individual breaking into your home, trying to maybe be murder you, you get in trouble not the perpetrator.. what a wonderful world… Canada, and I’m Canadian, you’re getting everything you deserve you voted for it.. so STFU UP.. I blame you..
Identity Attack0.10221587
Insult0.23704576
Profanity0.03840541
Threat0.13815513
Severe Toxicity0.01412424
Low Tox 0.29953843 Moderate Con 0.412
Sep 11, 2025 Why Canadians Are Turning Against …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
4:20 I’ve never seen any Indian person smoking inside a bus shelter. I think this guy has an integration issue in Canada.
4:20 I’ve never seen any Indian person smoking inside a bus shelter. I think this guy has an integration issue in Canada.
Identity Attack0.34000012
Insult0.14331897
Profanity0.024882717
Threat0.0086087575
Severe Toxicity0.0076675415
Low Tox 0.29953843 Moderate Con 0.421 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
Identity Attack0.12735364
Insult0.26957804
Profanity0.043415543
Threat0.007948523
Severe Toxicity0.005722046
Low Tox 0.29771072 Constructive 0.575 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
When my family went over the border from Washington State, it’s one of the first things I’ve noticed. I almost got hit in Vancouver Canada and he just drove off like it was nothing. There’s …
When my family went over the border from Washington State, it’s one of the first things I’ve noticed. I almost got hit in Vancouver Canada and he just drove off like it was nothing. There’s a lot of Arabs too.
Identity Attack0.37655997
Insult0.09416737
Profanity0.091633186
Threat0.061089642
Severe Toxicity0.015673593
Low Tox 0.29405528 Constructive 0.558 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a white guy born in Mississauga just south of Brampton. I've been living in a tent for over two months. Youth stand near the woodlot where i live and shout "Indian go home" The …
I'm a white guy born in Mississauga just south of Brampton. I've been living in a tent for over two months. Youth stand near the woodlot where i live and shout "Indian go home" The news and researcher-academic classes tell us we didn't want to work and we were unqualified for work, and now they tell us we are racists if we even blink wrong.
Identity Attack0.34324843
Insult0.10294484
Profanity0.048425674
Threat0.010291707
Severe Toxicity0.009307861
Low Tox 0.29039988 Constructive 0.68 Personal_Narrative
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Funny as a Quebecer that dem colonialist anglos finally taste their own medecine they've been forcing us to swallow for soo long.
Funny as a Quebecer that dem colonialist anglos finally taste their own medecine they've been forcing us to swallow for soo long.
Identity Attack0.27682206
Insult0.19500497
Profanity0.06044999
Threat0.010964886
Severe Toxicity0.009918213
Low Tox 0.2855005 Low Con 0.298 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Identity Attack0.33675182
Insult0.110259406
Profanity0.20262444
Threat0.03787563
Severe Toxicity0.02167734
Low Tox 0.2855005 Constructive 0.626 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but …
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but clearly wants to tell predefined stories that smear immigrants and minorities, painting them as an existential threat white Americans and American values. That's what sells, that's the grift.
Identity Attack0.28034934
Insult0.13969865
Profanity0.032643758
Threat0.017846745
Severe Toxicity0.0077056885
Low Tox 0.2854937 Constructive 0.605 Meta_Commentary
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, but you may not believe this, but God is clean in the swamp in Canada things will be exposed that you’ve never seen before God has taken back his country100%.
Identity Attack0.26494437
Insult0.16817254
Profanity0.06796519
Threat0.010084574
Severe Toxicity0.011672974
Low Tox 0.2854937 Moderate Con 0.324 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Im seeing the same thing here in California, as time went on I noticed more and more Indians everywhere, I’ve started telling people they’re taking over 😭
Identity Attack0.36702603
Insult0.0817555
Profanity0.08225787
Threat0.018192071
Severe Toxicity0.01502803
Low Tox 0.2854937 Moderate Con 0.478 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to the citizens and to the refgees ... stretching our social services very very thin ..... up to 13 hours waiting in our ERs in my city ... i am not a professional reasercher on statistcs but i have a brain and sense enough to see the consequences of this portion of a hidden Trudeau agenda .... and that is desperation ... comming from ...food and shelter insecurities and discrimination against those of us who are citizens living on inadequate disability income ... most of us paid into these programs when we were working in good health .... i dont know what kind of dark ... delusional spell our federal ministers are under but this kind of melevolent disregard for those of us who are the most vulnerable in this country ...arent without courage to speak against the narcisim of this diabolical goverment ... I've lived long enough to know that the universe measures out to them what they give .... people like this always get their come-up-ins !!!! may the Good Lord Jesus have mercy on you political ministers of Canada !
Identity Attack0.10221587
Insult0.2469859
Profanity0.019007329
Threat0.009411395
Severe Toxicity0.0065612793
Low Tox 0.2854903 Constructive 0.64
Nov 11, 2024 How much do refugees and …
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
Identity Attack0.316
Insult0.082372494
Profanity0.025634222
Threat0.012906751
Severe Toxicity0.0075531006
Low Tox 0.2854835 Moderate Con 0.364
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
Identity Attack0.15517195
Insult0.071750276
Profanity0.032142747
Threat0.26455072
Severe Toxicity0.008049011
Low Tox 0.28547668 Constructive 0.569
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
I've met some wonderful, polite, hard working, immigrants that have come recently, but there's also far too many committing the most and worst crimes like grape, human trafficking, drugs, murder and more. And the migrant …
I've met some wonderful, polite, hard working, immigrants that have come recently, but there's also far too many committing the most and worst crimes like grape, human trafficking, drugs, murder and more. And the migrant truckers, jesus. Almost lost both of my parents to one of them!!!! We've got a serious problem and need to weed out the bad ones, send them packing. Fantastic video.
Identity Attack0.27778897
Insult0.1342682
Profanity0.059948977
Threat0.063999176
Severe Toxicity0.013736901
Low Tox 0.28547668 Constructive 0.759
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
Identity Attack0.17536941
Insult0.22303216
Profanity0.08581402
Threat0.0077802283
Severe Toxicity0.0065994263
Low Tox 0.2853768 Constructive 0.676 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Identity Attack0.36702603
Insult0.0808917
Profanity0.01893901
Threat0.012285355
Severe Toxicity0.0104522705
Low Tox 0.28425202 Moderate Con 0.48
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or very little. Your going to start seeing much more of the mulim population start now that HAMAS is here. Your already seeing protesting on a regular basis. Then eventually theyll keep pushing for sharia law. They've already tried several times in the GTA. It wont stop. Look at London and whats going on in Europe right now. We are heading down the same path. Trudeaus immigration plan was to offset his massive debt load. It was the only way to expand GDP enough to offset it
Identity Attack0.33060804
Insult0.10440776
Profanity0.10611444
Threat0.022335978
Severe Toxicity0.013736901
Low Tox 0.28312725 Constructive 0.667 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
lwkey could've been avoided if we had all just been Christians 🫩
lwkey could've been avoided if we had all just been Christians 🫩
Identity Attack0.29188538
Insult0.06529768
Profanity0.085167445
Threat0.012337137
Severe Toxicity0.013091337
Low Tox 0.27525392 Low Con 0.259 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.