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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: "Why are you only targeting …" 79 comments · Page 1 of 4
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Taylor really like you bro you are sick 🤢 to protect your culture it's easy to blame indian but you can't fight with muslims 😂 that's why your targeting indian you are coward 8:59 8:59
Identity Attack0.5274064
Insult0.6308392
Profanity0.33317488
Threat0.065292306
Severe Toxicity0.20373066
Toxic 0.72028047 Low Con 0.298 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Blaming immigrants instead of colonialism, capitalism, and failed policy is coward shit.. And, every group that ever immigrated was called dirty, criminal, and unassimilable : case in fact, the Irish, Italians, Jews, Chinese. Now it’s …
Blaming immigrants instead of colonialism, capitalism, and failed policy is coward shit.. And, every group that ever immigrated was called dirty, criminal, and unassimilable : case in fact, the Irish, Italians, Jews, Chinese. Now it’s Indians. same script, different target. Read history before you open your mouth
Identity Attack0.4830652
Insult0.6308392
Profanity0.541926
Threat0.02613456
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.328 Insult Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are …
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are White PedoFile uncles
Identity Attack0.6458014
Insult0.5723624
Profanity0.39498812
Threat0.13785169
Severe Toxicity0.35368225
Moderate 0.6863638 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Brampton is infested with right wing Hindutva fanatics ......terrorists, who call for burning down Sikh Gurdwaras . They are funded by India's BJP govt and by the RSS . What is most hilarious is that …
Brampton is infested with right wing Hindutva fanatics ......terrorists, who call for burning down Sikh Gurdwaras . They are funded by India's BJP govt and by the RSS . What is most hilarious is that they targeted Sikhs, and then got beaten to pulp , and cried victim .................just like their mentor and Idol , Israel !!!!!! Brampton is a RSS Hindu Right Wing ghetto
Identity Attack0.6007182
Insult0.5739874
Profanity0.29984993
Threat0.3526302
Severe Toxicity0.35368225
Moderate 0.6342749 Low Con 0.265 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if we try to raise our voice
Identity Attack0.60238177
Insult0.5739874
Profanity0.44366163
Threat0.511324
Severe Toxicity0.45895407
Moderate 0.6027529 Moderate Con 0.464 Identity Attack Insult Threat Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Yup…our ..Canadian citizen Standards..have been compromised.. and It will be extremely hard and painful for the people who..think they have us beat ..☝🏽 It’s simple.. we are trying to build our military.. and our military …
Yup…our ..Canadian citizen Standards..have been compromised.. and It will be extremely hard and painful for the people who..think they have us beat ..☝🏽 It’s simple.. we are trying to build our military.. and our military needs frontline soldiers…cannon fodder..So ..let’s get to the bottom of our ..immigrants who think they can..out smart our country…and send em to boot camp..or get the fuck out ..of our country..Russian .targets ..single man drones…etc.. Your people fucked up…sorry..🇨🇦🇨🇦..we are fighting back ..!
Identity Attack0.42615733
Insult0.5130944
Profanity0.57236236
Threat0.24484909
Severe Toxicity0.34993178
Moderate 0.60254884 Moderate Con 0.438 Insult Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
They never should have come here. They dont care about Canada. If they had their way they would take over the country for f**ks sake. Someome end these programs and 'targets'. Its insane, and its …
They never should have come here. They dont care about Canada. If they had their way they would take over the country for f**ks sake. Someome end these programs and 'targets'. Its insane, and its criminal. They have stolen so much from Canads.
Identity Attack0.35299334
Insult0.48399165
Profanity0.5013569
Threat0.035458352
Severe Toxicity0.112294696
Moderate 0.5885171 Moderate Con 0.336 Fear_Threat
Nov 26, 2025 Quebec Ends Economic Immigration Program …
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
Identity Attack0.6227552
Insult0.47384647
Profanity0.104876526
Threat0.027515862
Severe Toxicity0.02458496
Moderate 0.5721988 Moderate Con 0.321 Identity Attack Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
Identity Attack0.5913144
Insult0.44464502
Profanity0.3194067
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.222 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Last warning to the Anglo-Saxons: your days are counted. The Anglosphere and the Commonwealth as you knew it is totally doomed. Start learning other languages and emigrate to nations where your daughters won't be targeted …
Last warning to the Anglo-Saxons: your days are counted. The Anglosphere and the Commonwealth as you knew it is totally doomed. Start learning other languages and emigrate to nations where your daughters won't be targeted by the "cow-dung-bobs-and-vagene" folks. They're nasty, but they're too lazy to learn Spanish, Portuguese, Korean, etc.
Identity Attack0.48915586
Insult0.5130944
Profanity0.39409557
Threat0.043309137
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.254 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because …
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because they do all the fk ups and people actually came here to have a good career and life get marginalized and targeted. It's a very terrifying situation rn.
Identity Attack0.39207554
Insult0.54471385
Profanity0.4001375
Threat0.010654188
Severe Toxicity0.023364257
Moderate 0.52007306 Constructive 0.692 Insult Personal_Narrative
Sep 11, 2025 4 likes Why Canadians Are Turning Against …
This video was a hitjob to target indians
This video was a hitjob to target indians
Identity Attack0.48915586
Insult0.36021477
Profanity0.38845423
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.193
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
India is an easy target . So all are hating indians
India is an easy target . So all are hating indians
Identity Attack0.55044734
Insult0.36193377
Profanity0.24631839
Threat0.07093142
Severe Toxicity0.049354076
Moderate 0.50789946 Low Con 0.229 Identity Attack
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are …
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are offended in OUR land! The immigrants who wish the end of Canada, who harass and intimidate targeted groups of Canadians on CANADIAN soil. Yes, we are mad at the immigrants too.
Identity Attack0.4931391
Insult0.44802538
Profanity0.28938356
Threat0.028897164
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.557
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
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)
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure …
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure racism
Identity Attack0.54996765
Insult0.34032786
Profanity0.057944927
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Identity Attack Identity_Assertion
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Targeting indian for view great
Targeting indian for view great
Identity Attack0.5135796
Insult0.18604483
Profanity0.1854088
Threat0.4352635
Severe Toxicity0.14916596
Moderate 0.45396814 Moderate Con 0.315 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as well. I cannot believe people are choosing to ignore the fact that a guy spews hatred towards black and brown people. It’s the governments job to take care of the mess they made, you don’t go calling a country’s citizens “they eat poop” white dude. Yes there can be shady people, just like some white shady dudes in LA and NYC. Let’s not forget Peter’s videos on the appalachians of the white lowlifes. A sikh cultural centre is NOT a temple. punjabis are not hindus. If you are taking documentaries atleast take it right, not biased.
Identity Attack0.44690517
Insult0.42367843
Profanity0.29209393
Threat0.020609349
Severe Toxicity0.023317307
Moderate 0.44002727 Constructive 0.534
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is an easy target. With only 40 million people. Indians gonna make babies like crazy. Taking over Canada would be a breeze.
Canada is an easy target. With only 40 million people. Indians gonna make babies like crazy. Taking over Canada would be a breeze.
Identity Attack0.46028158
Insult0.43158367
Profanity0.0935729
Threat0.032005094
Severe Toxicity0.02116089
Moderate 0.43475235 Low Con 0.144
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Is oliveira paired by elizaj scheffier? Who is paying u to make a these oliveira? U target 🎯 the races u hate 😂
Is oliveira paired by elizaj scheffier? Who is paying u to make a these oliveira? U target 🎯 the races u hate 😂
Identity Attack0.34649673
Insult0.2735258
Profanity0.20016506
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.156 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If you’re going to stereotype Indians, then stop benefiting from Indians too. Don’t hire us, don’t target us for views, and don’t take our business—because profiting from a community while insulting it is hypocrisy.
If you’re going to stereotype Indians, then stop benefiting from Indians too. Don’t hire us, don’t target us for views, and don’t take our business—because profiting from a community while insulting it is hypocrisy.
Identity Attack0.37361985
Insult0.45758462
Profanity0.078378424
Threat0.009411395
Severe Toxicity0.012359619
Moderate 0.42985553 Moderate Con 0.419 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Don't come india your mindset exposed you , what is your intention, your vedio only target to india it show your mindset ,
Don't come india your mindset exposed you , what is your intention, your vedio only target to india it show your mindset ,
Identity Attack0.36702603
Insult0.3388922
Profanity0.1352073
Threat0.026307223
Severe Toxicity0.023364257
Moderate 0.4269174 Low Con 0.207 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job …
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job in your own country or soo busy in just hating black people/white people (in short racism) Today we are capable enough to take over any job in any country that's the reason of all this hate coming towards us 😂 And I know there are some people who lack civic sense in general but come on have you seen your people? It is common everywhere but you guys are soo jealous of Indians that you are just ready to target us
Identity Attack0.44690517
Insult0.3388922
Profanity0.25915453
Threat0.038911607
Severe Toxicity0.023927659
Moderate 0.42568782 Constructive 0.56 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake as us.
Identity Attack0.36702603
Insult0.4125297
Profanity0.32299677
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.386
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 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.