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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: "We don’t need shit from …" 53 comments · Page 1 of 3
they need to go back to there shit hole
they need to go back to there shit hole
Identity Attack0.105256535
Insult0.57566804
Profanity0.84995824
Threat0.05688698
Severe Toxicity0.34977677
Toxic 0.8988238 Low Con 0.133 Insult Identity_Assertion
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
this shit needs to go!
this shit needs to go!
Identity Attack0.029917859
Insult0.42167732
Profanity0.8690192
Threat0.027688526
Severe Toxicity0.17315048
Toxic 0.85173553 Low Con 0.207 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
All that shit needs to be taken down in Canada this is sicking!
All that shit needs to be taken down in Canada this is sicking!
Identity Attack0.44690517
Insult0.57566804
Profanity0.759977
Threat0.13431145
Severe Toxicity0.34954423
Toxic 0.8460273 Low Con 0.25 Insult Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
As a Canadian thank you for posting this video . This shit is disgusting an needs to stop ..
As a Canadian thank you for posting this video . This shit is disgusting an needs to stop ..
Identity Attack0.10221587
Insult0.5130944
Profanity0.7654259
Threat0.01238892
Severe Toxicity0.2391185
Toxic 0.8403191 Moderate Con 0.464 Insult Moral_Argument
Jan 27, 2026 323 likes Inside Canada's Indian Invasion...
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then …
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then you have the audacity to call us all sorts of names. Even if you may be right; remember that this is all your doing. Otherwise we know how clean London was even in the victorian era and how civilised you were when the Roman kicked your asses.
Identity Attack0.6007182
Insult0.66500133
Profanity0.73341435
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.8364697 Moderate Con 0.321 Identity Attack Insult Moral_Argument
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Identity Attack0.6649212
Insult0.65129566
Profanity0.7673477
Threat0.13211988
Severe Toxicity0.35368225
Toxic 0.8364697 Low Con 0.218 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sick to death of seeing these clowns getting handed everything for free . The libs keep importing a bunch of unskilled peasants. We don’t need another cell phone salesmen or uber driver. F$%# this shit …
Sick to death of seeing these clowns getting handed everything for free . The libs keep importing a bunch of unskilled peasants. We don’t need another cell phone salesmen or uber driver. F$%# this shit , I’ve had enough.
Identity Attack0.1064171
Insult0.69164425
Profanity0.70864636
Threat0.10236332
Severe Toxicity0.19761463
Toxic 0.8115627 Low Con 0.294 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is such a Cucked DEI shit box now. America needs to swallow it
Canada is such a Cucked DEI shit box now. America needs to swallow it
Identity Attack0.5075293
Insult0.6261769
Profanity0.7107322
Threat0.13532294
Severe Toxicity0.3536391
Toxic 0.7998551 Low Con 0.123 Identity Attack Insult Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
IQ under 70 stay where you are We do not need taxis drivers or food service by people who eat shit and pray to cows.
IQ under 70 stay where you are We do not need taxis drivers or food service by people who eat shit and pray to cows.
Identity Attack0.14233272
Insult0.64537907
Profanity0.7181329
Threat0.0130621
Severe Toxicity0.18232453
Toxic 0.7998551 Low Con 0.107 Insult Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and …
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and are HORRIBLE because they cut corners everywhere and are super cheap. They've turned Tim Hortons into shit holes. A&W is crap. These people are dirty and disgusting. To all business owners. NEVER hire Indian. They will ruin your business.
Identity Attack0.7063701
Insult0.72868866
Profanity0.5188411
Threat0.10236332
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.494 Identity Attack Insult Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop …
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop doing this shit if we dont come to your country you guys are done look how many universities and colleges are being closed you guys are so stupid you wanna become us use our stuff but hate indians you guys need to learn the history or did guys skip the class go and search how many indian ceo's are out there of many big companies
Identity Attack0.6227552
Insult0.69164425
Profanity0.55356324
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.354 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
Tipical lib bs. Refugees need to stop Illegal need to stop They are letting to many in on taxpayers dime. Making more money than seniors an the disabled. Canadians And no secu check because your …
Tipical lib bs. Refugees need to stop Illegal need to stop They are letting to many in on taxpayers dime. Making more money than seniors an the disabled. Canadians And no secu check because your short staff. Ffs. This is why Canada is becoming a shit hole. You don’t let the fox in hen house then ask questions. Stupid libs.
Identity Attack0.42615733
Insult0.7775208
Profanity0.44249827
Threat0.008815889
Severe Toxicity0.11492836
Toxic 0.78711975 Low Con 0.254 Insult
Nov 21, 2025 2 likes Thousands of refugees allowed into …
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...
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Identity Attack0.5135796
Insult0.71120167
Profanity0.57236236
Threat0.04132889
Severe Toxicity0.44787344
Toxic 0.76197964 Moderate Con 0.354 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people …
If the racist white guy on his bike wasn't a bum and living in a homeless shelter indians wouldnt need to come here and pay a shit ton of taxes to feed these white people living on generational welfare
Identity Attack0.6637263
Insult0.6261769
Profanity0.6001929
Threat0.042662576
Severe Toxicity0.35368225
Toxic 0.74954444 Low Con 0.254 Identity Attack Insult Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you …
Just like the black somali trash that got dumped in MN, Canada will get a taste of some punjab ass "diversity". They are literally coming over to your country and shitting on it, and you smile and say "we need this diversity". Just remember canada: once they start forming r@pe gangs and banging your innocent children, just remember: you wanted this.
Identity Attack0.6649212
Insult0.6407567
Profanity0.5865656
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.743089 Low Con 0.288 Identity Attack Insult Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
now that the COVID-19 BS is over...they need some other shit to stirr up... its going to be Indians Today!!!
now that the COVID-19 BS is over...they need some other shit to stirr up... its going to be Indians Today!!!
Identity Attack0.55803186
Insult0.48484445
Profanity0.64657205
Threat0.07016479
Severe Toxicity0.23224287
Toxic 0.7105462 Low Con 0.14 Identity Attack Fear_Threat
Sep 7, 2025 Why Canadians Are Turning Against …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the Roman’s do!! I’m an immigrant as well,and my blood is boiling with these species!! Thank Trudeau and now us clown carney!! What it is doing is causing a lot of hate, Canadians need to get off their asses and start voicing and pushing back on this situation than turning a blind eye!! The ones who shouldn’t be here need to be deported!!
Identity Attack0.4139151
Insult0.5678696
Profanity0.5365423
Threat0.061089642
Severe Toxicity0.21596274
Moderate 0.6588125 Moderate Con 0.477 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
They need to send the send the military and bomb the shit out of Brampton,Surrey and Will woods Edmonton and NE (Calgary).
They need to send the send the military and bomb the shit out of Brampton,Surrey and Will woods Edmonton and NE (Calgary).
Identity Attack0.22458547
Insult0.46625584
Profanity0.55356324
Threat0.5382386
Severe Toxicity0.22207877
Moderate 0.6544696 Low Con 0.248 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada wake up stop. Group 5 too shop all this shit my god. Canada needs to focus inside.
Canada wake up stop. Group 5 too shop all this shit my god. Canada needs to focus inside.
Identity Attack0.14233272
Insult0.46327567
Profanity0.65961236
Threat0.011068452
Severe Toxicity0.06488878
Moderate 0.6426206 Low Con 0.221
Oct 1, 2025 IRCC Names India in Study …
These are only a small minority in some of the larger cities. Placed in perspective, heritage Canadians own all the land. Were not going anywhere! We need to harmonize and stand together. Prevent stupid shit …
These are only a small minority in some of the larger cities. Placed in perspective, heritage Canadians own all the land. Were not going anywhere! We need to harmonize and stand together. Prevent stupid shit like sharia law. Those tacky religious hindu statues need to be removed period. Hire traditional Canadians.
Identity Attack0.54151535
Insult0.6109131
Profanity0.5013569
Threat0.023544617
Severe Toxicity0.13599765
Moderate 0.63782936 Constructive 0.548 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Another fact if a skilled immigrant like a Doctor come to Canada under a skilled immigrant program , apply wait in home country and gets his PR before coming.. the doc need to show funds …
Another fact if a skilled immigrant like a Doctor come to Canada under a skilled immigrant program , apply wait in home country and gets his PR before coming.. the doc need to show funds to support him/her and the family. He/she gets shit from the Govt , the Doc has to spend his/her own money to get credentials recognized, go back to uni at own cost . While asylum seekers gets everything free doing shit all day.
Identity Attack0.2949366
Insult0.5130944
Profanity0.6242122
Threat0.010343489
Severe Toxicity0.052044146
Moderate 0.6342749 Constructive 0.501 Insult Policy_Critique
Feb 25, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.