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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 bitch is about to …" 25 comments
U son of bitch your governor 😂😂 licking ass of PM Modi for a trade deal so they can sell their fucking oil 😂😂😂
U son of bitch your governor 😂😂 licking ass of PM Modi for a trade deal so they can sell their fucking oil 😂😂😂
Identity Attack0.293411
Insult0.8082062
Profanity0.89909166
Threat0.09009721
Severe Toxicity0.6134631
Toxic 0.944597 Low Con 0.109 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
America world’s Worst Country ! America first terrorist country who killed millions of innocent people’s in world . trump is coward bloody son of bitch
America world’s Worst Country ! America first terrorist country who killed millions of innocent people’s in world . trump is coward bloody son of bitch
Identity Attack0.5913144
Insult0.8579266
Profanity0.7654259
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.93383175 Low Con 0.211 Identity Attack Insult Comparative_Framing
Mar 3, 2026 Inside Canada's Indian Invasion...
Look at the loser sucking up to a certain demographic again. He knew his Scientology video wasn’t going to do numbers so went straight to harassing immigrants. Spineless bitch
Look at the loser sucking up to a certain demographic again. He knew his Scientology video wasn’t going to do numbers so went straight to harassing immigrants. Spineless bitch
Identity Attack0.46028158
Insult0.802824
Profanity0.7785769
Threat0.060766358
Severe Toxicity0.4195425
Toxic 0.90451443 Low Con 0.143 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This bitch is about to disable all her comments on her media for how much she doesn't care
This bitch is about to disable all her comments on her media for how much she doesn't care
Identity Attack0.16159154
Insult0.7497506
Profanity0.78491896
Threat0.030969119
Severe Toxicity0.35368225
Toxic 0.8988238 Low Con 0.249 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
Identity Attack0.6458014
Insult0.6370372
Profanity0.70864636
Threat0.122295745
Severe Toxicity0.45895407
Toxic 0.88599813 Low Con 0.185 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree with the counselors position but it sucks that she lives life as a bitch....acting miserable will make everything around her miserable.
I agree with the counselors position but it sucks that she lives life as a bitch....acting miserable will make everything around her miserable.
Identity Attack0.1232452
Insult0.78565484
Profanity0.7785769
Threat0.019573374
Severe Toxicity0.34942797
Toxic 0.85850734 Constructive 0.53 Insult Meta_Commentary
Oct 4, 2025 IRCC Names India in Study …
cry more,i feel good by you guys crying.If you have the strength kick them out or ask your government to stop migration,or else cry more.I sometimes feel happy seeing pale fuckers getting to know what …
cry more,i feel good by you guys crying.If you have the strength kick them out or ask your government to stop migration,or else cry more.I sometimes feel happy seeing pale fuckers getting to know what exploitation by foreigners feels like,its our chance now.Shit will only get worse for you bitches now.JAI HIND
Identity Attack0.55044734
Insult0.6677319
Profanity0.7466957
Threat0.44531298
Severe Toxicity0.45895407
Toxic 0.8115627 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
First Nations had these rights your talking about, but YOUR people ripped it from them. WHAT GOES AROUND COMES AOUND. PAY BACKS ARE A BITCH.
First Nations had these rights your talking about, but YOUR people ripped it from them. WHAT GOES AROUND COMES AOUND. PAY BACKS ARE A BITCH.
Identity Attack0.18391247
Insult0.6798578
Profanity0.6983885
Threat0.011379151
Severe Toxicity0.20067264
Toxic 0.7998551 Moderate Con 0.338 Insult
Sep 10, 2025 Why Canadians Are Turning Against …
Karma is a bitch
Karma is a bitch
Identity Attack0.10221587
Insult0.5739874
Profanity0.8117245
Threat0.011482717
Severe Toxicity0.16960317
Toxic 0.78711975 Low Con 0.277 Insult Humor_Satire
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Look at that big blue bitch statue. Wow.
Look at that big blue bitch statue. Wow.
Identity Attack0.13805299
Insult0.57787937
Profanity0.7673477
Threat0.011223801
Severe Toxicity0.16960317
Toxic 0.78711975 Low Con 0.244 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bitches be saying that people in India being surprressed , these khalistanins are brainwashed and should be imprisoned for life for ever advocating as indians or referencing themselves as indians ! 99% of people there …
Bitches be saying that people in India being surprressed , these khalistanins are brainwashed and should be imprisoned for life for ever advocating as indians or referencing themselves as indians ! 99% of people there in Brampton are less literate than 99% of the people I've met here in India North to South. (P.S khalistanins are brainwashed terrorists like many Pakistani , even bloody pakistani are better off tf (never would've said it but these people are embarassment) !- From a true indian and a punjabi.
Identity Attack0.6649212
Insult0.67735565
Profanity0.64080805
Threat0.34839883
Severe Toxicity0.45895407
Toxic 0.7761081 Moderate Con 0.498 Identity Attack Insult Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
These pale faces are descendants of Europeans not natives to any lands in western hemisphere! Their ancestors stole it from other people and now BITCH all the time that “their land” is being stolen 😂😂 …
These pale faces are descendants of Europeans not natives to any lands in western hemisphere! Their ancestors stole it from other people and now BITCH all the time that “their land” is being stolen 😂😂 hypocrisy is CRAZY!
Identity Attack0.5498214
Insult0.6500014
Profanity0.541926
Threat0.05203775
Severe Toxicity0.35368225
Toxic 0.76523775 Low Con 0.273 Identity Attack Insult Moral_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
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...
hahhaa loving this. This is exactly what white people did to the native Americans. Karma's a bitch ain't it?
hahhaa loving this. This is exactly what white people did to the native Americans. Karma's a bitch ain't it?
Identity Attack0.55044734
Insult0.5130944
Profanity0.6321197
Threat0.013579931
Severe Toxicity0.16960317
Moderate 0.681338 Moderate Con 0.371 Identity Attack Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act …
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act entitled. You want Canadians to keep jobs in Canada, simply work harder stop crying like a little bitch about everything and be a good employee. Or get of your arse and start a business. You are not unemployed because you are being discriminated against, you are simply being outcompeted by people willing to work harder. The harsh truth of life.
Identity Attack0.46028158
Insult0.62169385
Profanity0.5188411
Threat0.021472665
Severe Toxicity0.20984669
Moderate 0.6426206 Moderate Con 0.339 Insult Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Whites colonized india....now indians are doing reverse colonisation...karma bitch 😂😂 Why are u crying 😂😂
Whites colonized india....now indians are doing reverse colonisation...karma bitch 😂😂 Why are u crying 😂😂
Identity Attack0.5548181
Insult0.5362655
Profanity0.54024357
Threat0.13751452
Severe Toxicity0.45293763
Moderate 0.6027529 Low Con 0.178 Identity Attack Insult Identity_Assertion
Feb 25, 2026 3 likes Inside Canada's Indian Invasion...
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Identity Attack0.13163337
Insult0.54471385
Profanity0.759977
Threat0.013010317
Severe Toxicity0.2733782
Moderate 0.6020386 Low Con 0.237 Insult Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Bitching we are a minority!
Bitching we are a minority!
Identity Attack0.052490227
Insult0.34782293
Profanity0.64657205
Threat0.012854968
Severe Toxicity0.07805709
Moderate 0.60152835 Low Con 0.263
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
Identity Attack0.2331515
Insult0.5130944
Profanity0.50818664
Threat0.05430072
Severe Toxicity0.059217658
Moderate 0.60152835 Moderate Con 0.348 Insult Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine about how they wish all these wops would leave and go back to Italy? Of course not. But, because these specific immigrants are also a visual minority, the racism factor goes up ten fold. Immigration has helped Canada exponentially more than it has hurt it. Be better - this is clearly very racist and xenophobic content.
Identity Attack0.3857254
Insult0.33964422
Profanity0.2801717
Threat0.0104988385
Severe Toxicity0.02167734
Moderate 0.37458646 Constructive 0.697 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian values: human rights, fairness, and equality, alongside principles of multiculturalism, diversity, and respect for the law. So much for the principles of multiculturalism and diversity canadians keep bitching about.
Canadian values: human rights, fairness, and equality, alongside principles of multiculturalism, diversity, and respect for the law. So much for the principles of multiculturalism and diversity canadians keep bitching about.
Identity Attack0.2803029
Insult0.26395
Profanity0.29209393
Threat0.008764107
Severe Toxicity0.0126394415
Moderate 0.34328604 Moderate Con 0.356 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …

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.