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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: Tox: 0.5 – 1 4,704 comments · Page 68 of 189
Indian fkn invasion is right, get them outa here
Indian fkn invasion is right, get them outa here
Identity Attack0.6637263
Insult0.5270482
Profanity0.57488567
Threat0.2566701
Severe Toxicity0.44787344
Toxic 0.718943 Low Con 0.201 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
bruh you are crazy. what if you got kidnaped
bruh you are crazy. what if you got kidnaped
Identity Attack0.10221587
Insult0.6099415
Profanity0.40878695
Threat0.5225358
Severe Toxicity0.26766825
Toxic 0.718943 Low Con 0.242 Insult Threat Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
White people first invaded and killed Millions of natives ... Now their fertility rates decreasing and require cheap labour ..now these bastards crying about invasion..when their own gov requirea
Identity Attack0.6649212
Insult0.62169385
Profanity0.4840093
Threat0.34804323
Severe Toxicity0.34938923
Toxic 0.718943 Low Con 0.192 Identity Attack Insult Moral_Argument
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 is utter bullshit. If it bothers you, move south. You'll feel right at home there.
This is utter bullshit. If it bothers you, move south. You'll feel right at home there.
Identity Attack0.035331827
Insult0.42167732
Profanity0.7466957
Threat0.010188141
Severe Toxicity0.101760045
Toxic 0.718943 Moderate Con 0.38
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Identity Attack0.24970764
Insult0.47273466
Profanity0.64657205
Threat0.34804323
Severe Toxicity0.16960317
Toxic 0.718943 Low Con 0.297 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
Identity Attack0.71678543
Insult0.4339631
Profanity0.20592089
Threat0.13549154
Severe Toxicity0.35184112
Toxic 0.718943 Low Con 0.249 Identity Attack Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
No fckn way you were here!!!!
No fckn way you were here!!!!
Identity Attack0.0233943
Insult0.36798462
Profanity0.7785769
Threat0.010369381
Severe Toxicity0.23223943
Toxic 0.718943 Low Con 0.286 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
Identity Attack0.6649212
Insult0.58196646
Profanity0.57488567
Threat0.04098356
Severe Toxicity0.23224458
Toxic 0.718943 Low Con 0.251 Identity Attack Insult Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
Identity Attack0.24801466
Insult0.5130944
Profanity0.5013569
Threat0.055270568
Severe Toxicity0.35515398
Toxic 0.718943 Low Con 0.144 Insult Unverified_Claim
Feb 21, 2026 2 likes Inside Canada's Indian Invasion...
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
Identity Attack0.6007182
Insult0.5497792
Profanity0.4177144
Threat0.1575099
Severe Toxicity0.34977677
Toxic 0.718943 Low Con 0.188 Identity Attack Insult Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what the fuck happened to my province. When I was young we had multiculturalism but this is different. As an adult I look around and we have an Indian invasion. Let’s be clear. It’s not Asians or blacks or whatever. It’s shit tons of Indians and yes they are ruining Canada.
Identity Attack0.6637263
Insult0.5678696
Profanity0.6672561
Threat0.061089642
Severe Toxicity0.35368225
Toxic 0.718943 Moderate Con 0.496 Identity Attack Insult Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Identity Attack0.44690517
Insult0.6308392
Profanity0.46460027
Threat0.4339666
Severe Toxicity0.45895407
Toxic 0.71760553 Low Con 0.228 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Identity Attack0.60238177
Insult0.68668073
Profanity0.33376193
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.71760553 Moderate Con 0.428 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This is such bull. Country for losers.
This is such bull. Country for losers.
Identity Attack0.36702603
Insult0.7065844
Profanity0.28938356
Threat0.0091524795
Severe Toxicity0.02416241
Toxic 0.71760553 Low Con 0.117 Insult Identity_Assertion
Jun 10, 2025 Canadian Citizenship Test 2025 – …
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Identity Attack0.27991617
Insult0.7218519
Profanity0.29209393
Threat0.051067904
Severe Toxicity0.023076924
Toxic 0.71760553 Low Con 0.24 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Identity Attack0.11976352
Insult0.5130944
Profanity0.40783462
Threat0.5960661
Severe Toxicity0.35022295
Toxic 0.71760553 Low Con 0.279 Insult Threat Fear_Threat
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
I prefer Indians over your pedos and perverts
I prefer Indians over your pedos and perverts
Identity Attack0.55044734
Insult0.6308392
Profanity0.44431314
Threat0.05203775
Severe Toxicity0.34942797
Toxic 0.71760553 Low Con 0.23 Identity Attack Insult Identity_Assertion
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
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 …
"what do Canadian natives think" .... proceeds to interview retarded white people
"what do Canadian natives think" .... proceeds to interview retarded white people
Identity Attack0.7115778
Insult0.6407567
Profanity0.352205
Threat0.013579931
Severe Toxicity0.17926651
Toxic 0.71760553 Low Con 0.246 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro is Israeli content. However, when you look at Indians in Canada, look how they transformed a robust city into a shit hole.
Identity Attack0.6007182
Insult0.5935568
Profanity0.59166485
Threat0.033386398
Severe Toxicity0.18232453
Toxic 0.71760553 Moderate Con 0.44 Identity Attack Insult Unverified_Claim
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more …
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more hygenic and does this guy just reject thim cause of their color? muslims and arabs literally are cleaner than most whites. we dont walk with crusty bits of poop in our butt we clean it with a bidet
Identity Attack0.5707127
Insult0.5130944
Profanity0.541926
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.71760553 Moderate Con 0.391 Identity Attack Insult Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Why the hell White racists feel this way. It's like only Whites allowed?
Why the hell White racists feel this way. It's like only Whites allowed?
Identity Attack0.6649212
Insult0.5130944
Profanity0.5188411
Threat0.019228047
Severe Toxicity0.23224801
Toxic 0.71760553 Moderate Con 0.315 Identity Attack Insult Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Identity Attack0.7426507
Insult0.42167732
Profanity0.26735115
Threat0.07323132
Severe Toxicity0.3529199
Toxic 0.71760553 Moderate Con 0.325 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
We must face it, whites are cucks, at this point there's no denying
We must face it, whites are cucks, at this point there's no denying
Identity Attack0.6649212
Insult0.6120431
Profanity0.49259362
Threat0.05753354
Severe Toxicity0.2847981
Toxic 0.71760553 Low Con 0.149 Identity Attack Insult Identity_Assertion
Jan 27, 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.