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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: "I was at the Post …" 127 comments · Page 1 of 6
Idiots posting this
Idiots posting this
Identity Attack0.073429056
Insult0.8204276
Profanity0.4756165
Threat0.013217449
Severe Toxicity0.08069076
Toxic 0.8540474 Low Con 0.196 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian's go back your fu*king county 🇮🇳 Thanks for posting this video
Indian's go back your fu*king county 🇮🇳 Thanks for posting this video
Identity Attack0.71720207
Insult0.6051471
Profanity0.70864636
Threat0.13532294
Severe Toxicity0.48355904
Toxic 0.85333383 Low Con 0.273 Identity Attack Insult Identity_Assertion
Jan 28, 2026 3 likes 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...
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...
"SAAR YOU CANNOT POST THIS VIDEO HAR SIR PLZ IT IS MAKE INDIA SUPA POWER LOOK BAD SAAR." Very strange to import indians and then get in bed with fuking china of all countries. (They …
"SAAR YOU CANNOT POST THIS VIDEO HAR SIR PLZ IT IS MAKE INDIA SUPA POWER LOOK BAD SAAR." Very strange to import indians and then get in bed with fuking china of all countries. (They don't like india)
Identity Attack0.5698139
Insult0.5130944
Profanity0.62717754
Threat0.13768311
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.282 Identity Attack Insult Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Why don’t we talk about all the Asian people in Mississauga or the black community in Scarborough/Toronto or the Islamic community in Sauga again? Trust me there are a lot of other people besides Indians …
Why don’t we talk about all the Asian people in Mississauga or the black community in Scarborough/Toronto or the Islamic community in Sauga again? Trust me there are a lot of other people besides Indians that makes up the greater toronto area. All with different mannerism, driving skills, parenting skills. But this douchebag picks the Indian community for some reason. Probably doesn’t wipe his own poop ass after taking a shit. Hideous beaver trying to make $$ by posting racist videos and copying MrBeast.
Identity Attack0.53446084
Insult0.64537907
Profanity0.57488567
Threat0.079364374
Severe Toxicity0.39194742
Moderate 0.6863638 Moderate Con 0.428 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally someone posted about it, you can’t hide this crap anymore
Finally someone posted about it, you can’t hide this crap anymore
Identity Attack0.02037963
Insult0.4810288
Profanity0.57236236
Threat0.009799767
Severe Toxicity0.02420936
Moderate 0.6667219 Low Con 0.231
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate Tyler omg stop posting
I hate Tyler omg stop posting
Identity Attack0.27798235
Insult0.40189892
Profanity0.28364125
Threat0.029933142
Severe Toxicity0.024772761
Moderate 0.6020386 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government sold us out to make themselves more and more money, post secondary schools have reaped benefits and grown exponentially since this crap started.
The Canadian government sold us out to make themselves more and more money, post secondary schools have reaped benefits and grown exponentially since this crap started.
Identity Attack0.10221587
Insult0.5270482
Profanity0.43554106
Threat0.007935578
Severe Toxicity0.023076924
Moderate 0.5885171 Low Con 0.218 Insult Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Man just posted an actual human trafficker on YouTube but not a damn action will be taken on them.
Man just posted an actual human trafficker on YouTube but not a damn action will be taken on them.
Identity Attack0.04177703
Insult0.3406697
Profanity0.58072567
Threat0.09009721
Severe Toxicity0.052940834
Moderate 0.584095 Low Con 0.198 Policy_Critique
Jan 27, 2026 4,301 likes Inside Canada's Indian Invasion...
You’re gonna get the white guy killed posting that
You’re gonna get the white guy killed posting that
Identity Attack0.5135796
Insult0.25998658
Profanity0.2564132
Threat0.54744303
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.222 Identity Attack Threat Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem …
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem in LEGALLY? IRCC. Who gave them extended work hours under study permit?? IRCC. Who stopped “discrimination when hiring DOMESTIC FIRST, PR STATUS ……. THEN SOME?? IRCC. in other words don’t blame international students. Look at the logistical greed ‼️
Identity Attack0.38826546
Insult0.43158367
Profanity0.5013569
Threat0.017328756
Severe Toxicity0.10702737
Moderate 0.54325575 Moderate Con 0.438
Sep 29, 2025 IRCC Names India in Study …
False narratives on so many levels on this posting. Racist. You don't "jump the border". I guess white immigrants are OK for caucasian racists? Don't pay taxes? Nonsense.
False narratives on so many levels on this posting. Racist. You don't "jump the border". I guess white immigrants are OK for caucasian racists? Don't pay taxes? Nonsense.
Identity Attack0.55011386
Insult0.48627716
Profanity0.09518933
Threat0.0089712385
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.408 Identity Attack Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is …
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is just drum beater to support Hindu cement collections cash collectors running world level drugs peddling child prostitution all hindus looted all indian banks to inavde white race to plant politicians which won't supprt rule of law of white race ,monkeys is arson symbol to burn everything which dont favor Hindutvaa saffron terrorist activities to expand mughals in each white country
Identity Attack0.55011386
Insult0.5101222
Profanity0.22703624
Threat0.2836219
Severe Toxicity0.17926651
Moderate 0.509388 Moderate Con 0.343 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! …
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! Friends
Identity Attack0.41975367
Insult0.36798462
Profanity0.48510036
Threat0.013217449
Severe Toxicity0.051147457
Moderate 0.50789946 Moderate Con 0.321 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems are, I can't post it because they will delete my comment because they are a protected class.
Identity Attack0.46028158
Insult0.37846634
Profanity0.44431314
Threat0.014911477
Severe Toxicity0.051147457
Moderate 0.47173777 Constructive 0.632 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Identity Attack0.034042787
Insult0.36798462
Profanity0.5013569
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.572 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them all out . Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Get them all out . Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Identity Attack0.36702603
Insult0.47787863
Profanity0.055940874
Threat0.020091362
Severe Toxicity0.018578632
Moderate 0.44573322 Low Con 0.197 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free. These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Identity Attack0.29951343
Insult0.40243408
Profanity0.33317488
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.472 Fear_Threat
Oct 5, 2025 1 likes 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.