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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: "This will be the whole …" 327 comments · Page 1 of 14
Look What this asshole saying, indians are generally a dirty people, the streets of india is more safe and more clean then your bull shit torento or any other states full with crackheads, gangsters whole …
Look What this asshole saying, indians are generally a dirty people, the streets of india is more safe and more clean then your bull shit torento or any other states full with crackheads, gangsters whole community is drug addict
Identity Attack0.7426507
Insult0.8082062
Profanity0.83974665
Threat0.13566011
Severe Toxicity0.56375664
Toxic 0.93383175 Low Con 0.154 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Black people aways get shitted on. I’m convinced the whole world hates us and the reasons are unbelievable. Sad sad sad man. Work my ass of for Canada but still seen the same shit.
Identity Attack0.6320481
Insult0.65231085
Profanity0.8690192
Threat0.04167421
Severe Toxicity0.36435235
Toxic 0.90451443 Constructive 0.52 Identity Attack Insult Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Identity Attack0.7895903
Insult0.67735565
Profanity0.73341435
Threat0.5940531
Severe Toxicity0.61260825
Toxic 0.9029226 Moderate Con 0.327 Identity Attack Insult Threat Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn nigga, you ain’t had to talk about the Africans like that. Lmao. My nigga a whole equal racists
Damn nigga, you ain’t had to talk about the Africans like that. Lmao. My nigga a whole equal racists
Identity Attack0.82739437
Insult0.72868866
Profanity0.6983885
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.9029226 Low Con 0.275 Identity Attack Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Guy on the bike reached a new level of stupidity that makes him doesn't differentiate a religion from a nationality there is more white-american muslims than your whole town population you stupid fk
Guy on the bike reached a new level of stupidity that makes him doesn't differentiate a religion from a nationality there is more white-american muslims than your whole town population you stupid fk
Identity Attack0.50515765
Insult0.8082062
Profanity0.6528205
Threat0.01508414
Severe Toxicity0.35368225
Toxic 0.8988238 Low Con 0.199 Identity Attack Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Identity Attack0.5983441
Insult0.8579266
Profanity0.32479182
Threat0.0287245
Severe Toxicity0.20067264
Toxic 0.8629672 Low Con 0.19 Identity Attack Insult Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
A shit whole
A shit whole
Identity Attack0.03919895
Insult0.46923602
Profanity0.8855216
Threat0.00948907
Severe Toxicity0.16960317
Toxic 0.85850734 Moderate Con 0.347 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Identity Attack0.57150364
Insult0.6675394
Profanity0.6643082
Threat0.13815513
Severe Toxicity0.36435235
Toxic 0.8403191 Low Con 0.161 Identity Attack Insult Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Juts first see Refugee and asylm who are doing shit and govet is paying them... this is ehole fucking helerius system.. now Mr. CARNETLY IS BUILING A WOOD BOX SO CALLED HOUSE 13B for 4000 …
Juts first see Refugee and asylm who are doing shit and govet is paying them... this is ehole fucking helerius system.. now Mr. CARNETLY IS BUILING A WOOD BOX SO CALLED HOUSE 13B for 4000 so common guys wakeup what the whole system is doing why we choose our politician, Rapust crimisnal are outside right after 12 hours of crime or even less just because fucking law is there... vhange it and sustain this nation as i respectbit has own value ancestors are scarifices to save it but now all fuckedup
Identity Attack0.458714
Insult0.6308392
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.45895407
Toxic 0.83334327 Moderate Con 0.485 Insult
Sep 29, 2025 IRCC Names India in Study …
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the …
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the issues going to be fixed… Wow, a little late to the party aren’t you?😂😂😂
Identity Attack0.061130337
Insult0.46625584
Profanity0.64657205
Threat0.029933142
Severe Toxicity0.34993178
Toxic 0.78855824 Moderate Con 0.467 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
India is a very diverse country they are mostly from one specific state not the whole of India. And stop being racist fuxks.
Identity Attack0.4006267
Insult0.65865606
Profanity0.7181329
Threat0.013631714
Severe Toxicity0.3493117
Toxic 0.7856813 Moderate Con 0.302 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I get the whole Indian influx thing, but saying America is the greatest country in the world? Huh?? Your country is one giant shit show. I get my daily dose of entertainment from the Kimmel …
I get the whole Indian influx thing, but saying America is the greatest country in the world? Huh?? Your country is one giant shit show. I get my daily dose of entertainment from the Kimmel monologue. Even Americans now hate America. Not to mention you have the dumbest, most incompetent leader of a nation in human history. You are the methlab in our basement fool.
Identity Attack0.49584505
Insult0.7418356
Profanity0.541926
Threat0.028206514
Severe Toxicity0.34189755
Toxic 0.7701451 Low Con 0.285 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government …
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government gives them. The whole system regarding these people is corrupt.
Identity Attack0.16159154
Insult0.67254376
Profanity0.70864636
Threat0.010887212
Severe Toxicity0.16960317
Toxic 0.7701451 Moderate Con 0.44 Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Who the fuck is cleaning the whole Canada like their own home….aren’t Eritreans !!
Who the fuck is cleaning the whole Canada like their own home….aren’t Eritreans !!
Identity Attack0.5108175
Insult0.5130944
Profanity0.6919765
Threat0.012026439
Severe Toxicity0.34993178
Toxic 0.76197964 Low Con 0.178 Identity Attack Insult Identity_Assertion
Jan 30, 2026 Inside Canada's Indian Invasion...
@pwila and his kinda pos ♾️🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻 to yoall modrs and yors and yo whole inbred graped families' everywhere and all holes 🖕🏻🖕🏻🤬🤬pos worthless burden on earth parasite of foods restard infinite negative IQ inbred product.
@pwila and his kinda pos ♾️🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻 to yoall modrs and yors and yo whole inbred graped families' everywhere and all holes 🖕🏻🖕🏻🤬🤬pos worthless burden on earth parasite of foods restard infinite negative IQ inbred product.
Identity Attack0.36702603
Insult0.64537907
Profanity0.47435758
Threat0.13464862
Severe Toxicity0.48355904
Toxic 0.743089 Low Con 0.2 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
Identity Attack0.11396073
Insult0.48484445
Profanity0.70864636
Threat0.010757755
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.225 Fear_Threat
Feb 6, 2026 48 likes Inside Canada's Indian Invasion...
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact …
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact over 50% of rapes are white male aggressors
Identity Attack0.6413409
Insult0.6308392
Profanity0.4840093
Threat0.15276608
Severe Toxicity0.34950548
Toxic 0.7252971 Moderate Con 0.398 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
India is not shit whole
India is not shit whole
Identity Attack0.38200524
Insult0.42881694
Profanity0.8186401
Threat0.008893564
Severe Toxicity0.16960317
Toxic 0.7252971 Low Con 0.292
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro just claimed r*pe was a part of African culture—the whole continent—with his whole chest. That’s a special kind of stupid 😭
Bro just claimed r*pe was a part of African culture—the whole continent—with his whole chest. That’s a special kind of stupid 😭
Identity Attack0.3072352
Insult0.67254376
Profanity0.5013569
Threat0.008505191
Severe Toxicity0.101760045
Toxic 0.7252971 Low Con 0.268 Insult Meta_Commentary
Jan 27, 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...
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
Identity Attack0.44690517
Insult0.71120167
Profanity0.29168049
Threat0.009929225
Severe Toxicity0.023076924
Toxic 0.718943 Constructive 0.519 Insult Unverified_Claim
Oct 9, 2025 IRCC Names India in Study …
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides …
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides english or french
Identity Attack0.14875233
Insult0.6099415
Profanity0.542788
Threat0.010654188
Severe Toxicity0.14389864
Toxic 0.71760553 Low Con 0.253 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Identity Attack0.60238177
Insult0.5130944
Profanity0.61633086
Threat0.01750142
Severe Toxicity0.20678867
Toxic 0.71760553 Low Con 0.194 Identity Attack Insult Humor_Satire
Sep 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Identity Attack0.44690517
Insult0.6308392
Profanity0.541926
Threat0.009825659
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.263 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people Yet THIS kind …
My sister in law had to deal with 6 years of pure bullshit to be allowed to live here and make a life, she's vietnamese, her whole family are wonderful hardworking people Yet THIS kind of crap is allowed in because...what?
Identity Attack0.23694818
Insult0.48627716
Profanity0.70864636
Threat0.010472948
Severe Toxicity0.16960317
Moderate 0.687436 Constructive 0.637 Personal_Narrative
Oct 3, 2025 1 likes IRCC Names India in Study …

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.