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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: "So it’s an invasion because …" 400 comments · Page 1 of 16
man go fuck yourself, your content is so skewed and low quality, this video is so evidently trying to frame Indian immigration as negative especially from the title alone, "Inside Canada's Indian Invasion" fuck right …
man go fuck yourself, your content is so skewed and low quality, this video is so evidently trying to frame Indian immigration as negative especially from the title alone, "Inside Canada's Indian Invasion" fuck right off, we have enough problems and don't need an ignorant American fueling the fire
Identity Attack0.5548181
Insult0.7657292
Profanity0.8855216
Threat0.13853464
Severe Toxicity0.61260825
Toxic 0.96426713 Moderate Con 0.32 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
“Invasion” you nazis aren’t even being subtle with the commentary anymore huh… what next you gonna start making videos that the white birth rate is too low? Fuck outta here.
“Invasion” you nazis aren’t even being subtle with the commentary anymore huh… what next you gonna start making videos that the white birth rate is too low? Fuck outta here.
Identity Attack0.6106996
Insult0.6308392
Profanity0.764141
Threat0.13178273
Severe Toxicity0.45895407
Toxic 0.90451443 Low Con 0.095 Identity Attack Insult Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim …
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim or Chinese. Nothing I grew up with can I recognize anymore. Canada is f**ked!
Identity Attack0.7406625
Insult0.6336687
Profanity0.8089582
Threat0.10389658
Severe Toxicity0.45895407
Toxic 0.89241093 Moderate Con 0.354 Identity Attack Insult
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
this is Invasion to destroy the way we live fock you all
this is Invasion to destroy the way we live fock you all
Identity Attack0.316
Insult0.5739874
Profanity0.78491896
Threat0.13815513
Severe Toxicity0.45077345
Toxic 0.89241093 Low Con 0.289 Insult Fear_Threat
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Tyler is a pos and a scumbag. Using words like invasion. He goes around making cultures look goofy. I would love to kick his ass and I prey the day I bump into him
Identity Attack0.3043136
Insult0.71120167
Profanity0.71218073
Threat0.6601249
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.403 Insult Threat Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed …
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed into the MAGA opinion of Canada.
Identity Attack0.6007182
Insult0.7827088
Profanity0.6919765
Threat0.12076248
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.13 Identity Attack Insult Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Indians are awful! Nobody can stand this damn invasion anymore, the schemes, the immigration fraud, the horrible habits, the noise they make, and all the bad things they do!
Identity Attack0.7426507
Insult0.6798578
Profanity0.6528205
Threat0.09776353
Severe Toxicity0.45895407
Toxic 0.85333383 Low Con 0.277 Identity Attack Insult Identity_Assertion
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for calling it what it is. A FUCKING INVASION.
Thank you for calling it what it is. A FUCKING INVASION.
Identity Attack0.23011416
Insult0.4986907
Profanity0.84506536
Threat0.012803185
Severe Toxicity0.34977677
Toxic 0.85333383 Moderate Con 0.402 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Oh !&%# OFF!!! Have you ever heard of Anders Behring Breivik? You are like him! Indian invasion my anus.
Oh !&%# OFF!!! Have you ever heard of Anders Behring Breivik? You are like him! Indian invasion my anus.
Identity Attack0.55044734
Insult0.5678696
Profanity0.6750904
Threat0.05947323
Severe Toxicity0.3735507
Toxic 0.85333383 Low Con 0.183 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
What about the invasion of the whiteman! Racist ass Tyler
What about the invasion of the whiteman! Racist ass Tyler
Identity Attack0.5983441
Insult0.6675394
Profanity0.6242122
Threat0.050744623
Severe Toxicity0.35220072
Toxic 0.83334327 Low Con 0.278 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives …
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives to bait views "Inside Canada's Indian invasion", it's one fucking town in Canada.. Hate to break it to you there's thousands of towns across the world that have large ethnic communities Just shut your channel down, or go back to making more brain rot 🤦you're the problem in this world
Identity Attack0.38185352
Insult0.65129566
Profanity0.541926
Threat0.18597278
Severe Toxicity0.45895407
Toxic 0.82048255 Moderate Con 0.407 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
punjabi community and islamic invasion are the only reason why entire north america fuc*ed up!
punjabi community and islamic invasion are the only reason why entire north america fuc*ed up!
Identity Attack0.6487889
Insult0.5130944
Profanity0.70864636
Threat0.037530303
Severe Toxicity0.35368225
Toxic 0.7761081 Low Con 0.172 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WE DON'T HATE INDIANS!!!!!!!! we the Canadians, are so sick of seeing indians taking over our JOB$ wtf is going on here in 🇨🇦🍁 😮 but, INDIANS are EVERY WHERE😢😢😢😢😢 INVASIONS of the INDIANS
WE DON'T HATE INDIANS!!!!!!!! we the Canadians, are so sick of seeing indians taking over our JOB$ wtf is going on here in 🇨🇦🍁 😮 but, INDIANS are EVERY WHERE😢😢😢😢😢 INVASIONS of the INDIANS
Identity Attack0.73072165
Insult0.53014356
Profanity0.4185329
Threat0.06787856
Severe Toxicity0.4195425
Toxic 0.76523775 Moderate Con 0.376 Identity Attack Insult
Dec 1, 2025 1 likes Why Canadians Are Turning Against …
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country …
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country and people from zionist and its lobbyists groups. the prove is that you did not push back the ignorant racist, low iq homeless man who said fake and lie stereotypes about Indians and Africans. He is the one want who eats poop, low iq and violent homeless. Brown and black are the future
Identity Attack0.5504064
Insult0.67254376
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.294 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Bull crap invasion
Bull crap invasion
Identity Attack0.24462871
Insult0.5678696
Profanity0.6242122
Threat0.019228047
Severe Toxicity0.17009245
Toxic 0.7510937 Low Con 0.253 Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What the fuck mean invasion
What the fuck mean invasion
Identity Attack0.034300596
Insult0.24287975
Profanity0.84506536
Threat0.009799767
Severe Toxicity0.16960317
Toxic 0.74954444 Low Con 0.264 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
C’est tout à fait vrai, les indiens sont très sales et sur la planète entière. C’est une invasion.
C’est tout à fait vrai, les indiens sont très sales et sur la planète entière. C’est une invasion.
Identity Attack0.7778623
Insult0.6675394
Profanity0.2847897
Threat0.02682521
Severe Toxicity0.641557
Toxic 0.74954444 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Feb 15, 2026 Inside Canada's Indian Invasion...
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
Identity Attack0.07012023
Insult0.72868866
Profanity0.32658687
Threat0.010938995
Severe Toxicity0.023076924
Toxic 0.7252971 Low Con 0.166 Insult Fear_Threat
Sep 29, 2025 IRCC Names India in Study …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
Identity Attack0.44690517
Insult0.71120167
Profanity0.29168049
Threat0.009929225
Severe Toxicity0.023076924
Toxic 0.718943 Constructive 0.519 Insult Unverified_Claim
Oct 9, 2025 IRCC Names India in Study …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what the fuck happened to my province. When I was young we had multiculturalism but this is different. As an adult I look around and we have an Indian invasion. Let’s be clear. It’s not Asians or blacks or whatever. It’s shit tons of Indians and yes they are ruining Canada.
Identity Attack0.6637263
Insult0.5678696
Profanity0.6672561
Threat0.061089642
Severe Toxicity0.35368225
Toxic 0.718943 Moderate Con 0.496 Identity Attack Insult Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
Identity Attack0.6649212
Insult0.62169385
Profanity0.4840093
Threat0.34804323
Severe Toxicity0.34938923
Toxic 0.718943 Low Con 0.192 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian fkn invasion is right, get them outa here
Indian fkn invasion is right, get them outa here
Identity Attack0.6637263
Insult0.5270482
Profanity0.57488567
Threat0.2566701
Severe Toxicity0.44787344
Toxic 0.718943 Low Con 0.201 Identity Attack Insult
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.