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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: "You're on your own now …" 1,066 comments · Page 2 of 43
Canadian kids cant have kids because they're trying to fit India into our fucking housing market. Its not racist to say, WE ARE CANADA, NOT INDIA. Stop fucking over the future of CANADIAN kids.
Canadian kids cant have kids because they're trying to fit India into our fucking housing market. Its not racist to say, WE ARE CANADA, NOT INDIA. Stop fucking over the future of CANADIAN kids.
Identity Attack0.55044734
Insult0.56997263
Profanity0.776286
Threat0.014393489
Severe Toxicity0.35220072
Toxic 0.8252207 Moderate Con 0.415 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here …
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here and they need to go back where they came from. Nobody really likes them. They are the dirtiest people on the Earth. They really are the dirtiest people on earth like you can’t even argue with it. They’re disgusting.
Identity Attack0.7895903
Insult0.6991143
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.44713756
Toxic 0.8252207 Moderate Con 0.332 Identity Attack Insult
Jan 27, 2026 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...
My tolerance is up. This is not our Canada anymore. Fuk these imagrants. We need to explode and show the government we’re fuking done.
My tolerance is up. This is not our Canada anymore. Fuk these imagrants. We need to explode and show the government we’re fuking done.
Identity Attack0.57554024
Insult0.6051471
Profanity0.7796426
Threat0.44942492
Severe Toxicity0.35368225
Toxic 0.82048255 Moderate Con 0.352 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver …
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver look at the gang activity from immigrants that have taken over entire cities. You’re an idiot dude
Identity Attack0.48915586
Insult0.7804726
Profanity0.43744424
Threat0.025789235
Severe Toxicity0.1762085
Toxic 0.8115627 Low Con 0.281 Insult Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
You're making Canadians look racist you magatard foch. I can find you shitehead and nobody can stop me, they can just pick up your pieces afterward so find another outlet for your racist hatred. The …
You're making Canadians look racist you magatard foch. I can find you shitehead and nobody can stop me, they can just pick up your pieces afterward so find another outlet for your racist hatred. The only good magatard is a dead magatard. Canadian magatards deserve even worse treatment. Killing a magatard is like killing a Nazi, it makes you feel warm and a little buzzed. Death to Tyler!
Identity Attack0.5135796
Insult0.7418356
Profanity0.49259362
Threat0.56065804
Severe Toxicity0.45895407
Toxic 0.8115627 Moderate Con 0.334 Identity Attack Insult Threat Call_To_Action
Feb 9, 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...
Yeah we're fucked
Yeah we're fucked
Identity Attack0.018168874
Insult0.27146968
Profanity0.8802007
Threat0.008738215
Severe Toxicity0.16960317
Toxic 0.78711975 Moderate Con 0.304 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The factory I work in is all Indian people and they're racist as all hell. Just had one removed because he wouldn't leave my wife alone. Trying to touch her saying she's going to be …
The factory I work in is all Indian people and they're racist as all hell. Just had one removed because he wouldn't leave my wife alone. Trying to touch her saying she's going to be his. Almost ended the fucker. Doesn't help they all stink like they have never showered before.
Identity Attack0.5983441
Insult0.6099415
Profanity0.759977
Threat0.108496375
Severe Toxicity0.35368225
Toxic 0.7856813 Constructive 0.579 Identity Attack Insult Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is most racist channel I've ever seen, you're not a journalist you're a youtuber Disgusting
This is most racist channel I've ever seen, you're not a journalist you're a youtuber Disgusting
Identity Attack0.36942887
Insult0.6308392
Profanity0.3320008
Threat0.030278467
Severe Toxicity0.23223256
Toxic 0.78207105 Low Con 0.263 Insult Meta_Commentary
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
While listening to Batra's Burning Questions is always informative, today's discussion elicits despair. The contrast between Jason Kenney's reign and the Liberal's current minister of immigration, Lisa Diab, could not be more stark. She is …
While listening to Batra's Burning Questions is always informative, today's discussion elicits despair. The contrast between Jason Kenney's reign and the Liberal's current minister of immigration, Lisa Diab, could not be more stark. She is incompetent and Canada has a hopeless, no-win, unfair, expensive and potentially dangerous immigrant and refugee system. And, apparently, the country is FULL of racists. We're idiots led by sanctimonious idiots.
Identity Attack0.27991617
Insult0.8012121
Profanity0.32120174
Threat0.012181788
Severe Toxicity0.029626917
Toxic 0.7761081 Constructive 0.543 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I won't believe a single video you post for going after soft white unbelly. You don't research stuff and like to defamate people's reputation without doing due diligence. You're a horrible person and karma is …
I won't believe a single video you post for going after soft white unbelly. You don't research stuff and like to defamate people's reputation without doing due diligence. You're a horrible person and karma is a B*tch!!! Mark is one of the most transparent, genuine people that wishes to help people and when someone like you who only goes for likes and could care less about helping people is pathetic.
Identity Attack0.21866
Insult0.6991143
Profanity0.5643384
Threat0.016638106
Severe Toxicity0.3493117
Toxic 0.7761081 Constructive 0.539 Insult Meta_Commentary
Feb 16, 2026 Inside Canada's Indian Invasion...
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Identity Attack0.42615733
Insult0.7775208
Profanity0.26631543
Threat0.008505191
Severe Toxicity0.032316983
Toxic 0.7701451 Moderate Con 0.357 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided …
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided to REPLACE us with IMMIGRANTS!! Its fucking disgusting, Liberals, you all should be ashamed of yourselves! 🤬🖕
Identity Attack0.48949075
Insult0.65129566
Profanity0.6001929
Threat0.013113883
Severe Toxicity0.349738
Toxic 0.7701451 Moderate Con 0.382 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or …
I used to really like your content. But in the past year, you have went super xenophobic. I'm good dude, I'm going to go ahead and stop following you now. So sometime this week or maybe this month at least want you to take a quiet, sober moment, when you're alone somewhere contemplating your life, and think I'm really long and hard about going and fucking yourself.
Identity Attack0.16373143
Insult0.5130944
Profanity0.764141
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7675452 Constructive 0.582 Insult Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
Identity Attack0.11744241
Insult0.7804726
Profanity0.2337357
Threat0.0101363575
Severe Toxicity0.02439716
Toxic 0.7675452 Moderate Con 0.306 Insult Identity_Assertion
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Identity Attack0.34649673
Insult0.65129566
Profanity0.62717754
Threat0.020091362
Severe Toxicity0.2281948
Toxic 0.76197964 Moderate Con 0.378 Insult Identity_Assertion
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
Identity Attack0.25309357
Insult0.7827088
Profanity0.2980872
Threat0.00967031
Severe Toxicity0.02420936
Toxic 0.76197964 Low Con 0.22 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we …
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we reach that point.
Identity Attack0.2808415
Insult0.47273466
Profanity0.7796426
Threat0.040638234
Severe Toxicity0.20984669
Toxic 0.7570315 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** …
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** problem that's why no sympathy given
Identity Attack0.007260351
Insult0.28264704
Profanity0.4551123
Threat0.00082029623
Severe Toxicity0.00004947815
Toxic 0.7524256
Dec 23, 2025 1 likes
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who …
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who want Khalistan should go back and fight for it there.
Identity Attack0.40255263
Insult0.7657292
Profanity0.38343847
Threat0.017156094
Severe Toxicity0.05473421
Toxic 0.7510937 Moderate Con 0.387 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians have had enough. We're losing our identity and are called racists if we try and talk about it. Fck that! Get out! Civil war is coming. You're not welcomed here anymore 🖕
Canadians have had enough. We're losing our identity and are called racists if we try and talk about it. Fck that! Get out! Civil war is coming. You're not welcomed here anymore 🖕
Identity Attack0.46028158
Insult0.5739874
Profanity0.6370159
Threat0.146441
Severe Toxicity0.349738
Toxic 0.7510937 Moderate Con 0.391 Insult
Nov 15, 2025 1 likes Why Canadians Are Turning Against …
i m feeeling so Proud as n indian immigrant that these so called canadians(white immigrants) they cant see us growing , it indicates we're going goood..... fuvk u fake canadian , every single individual on …
i m feeeling so Proud as n indian immigrant that these so called canadians(white immigrants) they cant see us growing , it indicates we're going goood..... fuvk u fake canadian , every single individual on this stolen land is canadian as long he's contributing social and economilcally ,,,,, to country
Identity Attack0.6106996
Insult0.6109131
Profanity0.6001929
Threat0.045572113
Severe Toxicity0.4379392
Toxic 0.7510937 Moderate Con 0.438 Identity Attack Insult
Sep 20, 2025 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.