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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: "If this smuggling was not …" 72 comments · Page 1 of 3
Why the nigger fuck are you promoting smuggling in your content?
Why the nigger fuck are you promoting smuggling in your content?
Identity Attack0.8330005
Insult0.7762574
Profanity0.8855216
Threat0.05947323
Severe Toxicity0.50703704
Toxic 0.944597 Low Con 0.168 Identity Attack Insult Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
Identity Attack0.61901736
Insult0.6308392
Profanity0.7785769
Threat0.4975795
Severe Toxicity0.50703704
Toxic 0.85173553 Low Con 0.144 Identity Attack Insult Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the issue. Now we've got hey dude video taping himself being smuggled into the US. And then moron Canadians go on and say well the tariffs are this the tariffs are that, the tariffs wouldn't have happened if our government had done its damned job. What's happening right now between Canada and the US has everything to do with our governments incompetency and moronism and absolutely nothing to do with the Americans trying to take over or do some other evil bulshit.... And all of it could have been avoided if our government had actually listened to the US and secured our f****** borders
Identity Attack0.5135796
Insult0.6370372
Profanity0.68353343
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.7675452 Moderate Con 0.371 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
This bastard is smuggling humans into our country??? Someine needs to turn him into the BORDER PATROL.
This bastard is smuggling humans into our country??? Someine needs to turn him into the BORDER PATROL.
Identity Attack0.22935481
Insult0.72756535
Profanity0.4840093
Threat0.12689553
Severe Toxicity0.19455661
Toxic 0.7510937 Low Con 0.194 Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
Identity Attack0.10221587
Insult0.40243408
Profanity0.6001929
Threat0.025616571
Severe Toxicity0.34189755
Moderate 0.6827122 Moderate Con 0.445 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
Identity Attack0.47178617
Insult0.6308392
Profanity0.47435758
Threat0.013113883
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.268 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is how it works: They don't smuggle you bro❗️ Routine is to bring a female inside in a few hours to wait along with you for crossing. Then their female thieving friend would shout …
This is how it works: They don't smuggle you bro❗️ Routine is to bring a female inside in a few hours to wait along with you for crossing. Then their female thieving friend would shout and scream accusing you of stealing her moneyor touching her inappropriately. In response to which you will get beaten up and they steal all your money and documents They will throw you out knowing that you are scared of them and the cops. They usually pull this shit on Africans.
Identity Attack0.54996765
Insult0.489133
Profanity0.61633086
Threat0.3077799
Severe Toxicity0.20067264
Moderate 0.6426206 Moderate Con 0.45 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Bro, that accent and gentle voice when you were being smuggled, damn! XD
Bro, that accent and gentle voice when you were being smuggled, damn! XD
Identity Attack0.027614836
Insult0.34782293
Profanity0.64657205
Threat0.025443908
Severe Toxicity0.10702737
Moderate 0.6342749 Moderate Con 0.456 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
Identity Attack0.10221587
Insult0.41530323
Profanity0.6242122
Threat0.01052473
Severe Toxicity0.16960317
Moderate 0.6289369 Moderate Con 0.381 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free …
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free apartments free everything and the debt just doubled in five years.
Identity Attack0.28883415
Insult0.4986907
Profanity0.47435758
Threat0.013372798
Severe Toxicity0.0394905
Moderate 0.54823303 Low Con 0.193 Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
Identity Attack0.23846684
Insult0.40243408
Profanity0.5643384
Threat0.011638066
Severe Toxicity0.027833538
Moderate 0.54325575 Moderate Con 0.438
Jan 27, 2026 4,348 likes Inside Canada's Indian Invasion...
Bro I want to see you try and get smuggled
Bro I want to see you try and get smuggled
Identity Attack0.052490227
Insult0.27969417
Profanity0.2761231
Threat0.52547425
Severe Toxicity0.112294696
Moderate 0.52811706 Moderate Con 0.339 Threat Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Damn. I'm from Montréal. I didn't know that they smuggle from here 😮
Identity Attack0.11860296
Insult0.3388922
Profanity0.58072567
Threat0.011456826
Severe Toxicity0.024350211
Moderate 0.52007306 Constructive 0.53 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I wanted you to get smuggled
I wanted you to get smuggled
Identity Attack0.04177703
Insult0.26957804
Profanity0.26555094
Threat0.5195707
Severe Toxicity0.056527592
Moderate 0.5024724 Moderate Con 0.41 Threat Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If this smuggling was not a staged fake it's so fkn unbeliveable
If this smuggling was not a staged fake it's so fkn unbeliveable
Identity Attack0.030691283
Insult0.25602314
Profanity0.49259362
Threat0.011068452
Severe Toxicity0.0394905
Moderate 0.47900817 Low Con 0.228 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians always trying to scam even while tryin to smuggle people. Like they are addicted think that they wont get caught because Indian authorities don't care about the scammers there.
Indians always trying to scam even while tryin to smuggle people. Like they are addicted think that they wont get caught because Indian authorities don't care about the scammers there.
Identity Attack0.5135796
Insult0.45758462
Profanity0.2347036
Threat0.043309137
Severe Toxicity0.027833538
Moderate 0.47886392 Low Con 0.284 Identity Attack Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Identity Attack0.5135796
Insult0.34314156
Profanity0.22572558
Threat0.0347677
Severe Toxicity0.023927659
Moderate 0.4575469 Moderate Con 0.375 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
why would you go to canada just to smuggle to a worst country lmao
why would you go to canada just to smuggle to a worst country lmao
Identity Attack0.38230872
Insult0.37733194
Profanity0.20375896
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.187 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked …
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked paramilitary to gun down unrelated soccer moms and icu nurses dead in the streets to stop the smuggling, we don't do that in Canada. we don't do the fascist thing particularly well here.
Identity Attack0.40255263
Insult0.3486032
Profanity0.16217725
Threat0.42133212
Severe Toxicity0.02514347
Moderate 0.4274071 Moderate Con 0.398 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Smuggling.... and still nothing will be done! Deport them all!
Smuggling.... and still nothing will be done! Deport them all!
Identity Attack0.32476485
Insult0.24928534
Profanity0.057944927
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.192 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
indian smuggle canadian into USA thats wild 😂
indian smuggle canadian into USA thats wild 😂
Identity Attack0.46028158
Insult0.31740165
Profanity0.15283443
Threat0.047835086
Severe Toxicity0.023317307
Moderate 0.40891263 Low Con 0.259 Humor_Satire
Jan 27, 2026 534 likes Inside Canada's Indian Invasion...
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
Identity Attack0.10221587
Insult0.24767025
Profanity0.22552395
Threat0.11002964
Severe Toxicity0.02378681
Moderate 0.39987978 Low Con 0.187 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 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.