Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "This is the kind of …" 285 comments · Page 1 of 12
Get the fuck out of canada tyler... before you go missing you america trash idiot... your kind is not welcome here.. you american trash asshole.. fuck you fuck trump fuck america
Get the fuck out of canada tyler... before you go missing you america trash idiot... your kind is not welcome here.. you american trash asshole.. fuck you fuck trump fuck america
Identity Attack0.71720207
Insult0.9063489
Profanity0.9342644
Threat0.14485972
Severe Toxicity0.6612285
Toxic 0.9817629 Low Con 0.188 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Identity Attack0.49584505
Insult0.6675394
Profanity0.83974665
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.304 Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
Identity Attack0.2823795
Insult0.8634578
Profanity0.71218073
Threat0.13178273
Severe Toxicity0.35368225
Toxic 0.90451443 Low Con 0.211 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class …
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class has good enough life here they would never leave their own country with the cheap luxuries that we can afford here.
Identity Attack0.27662867
Insult0.5678696
Profanity0.8186401
Threat0.016810767
Severe Toxicity0.35368225
Toxic 0.8540474 Moderate Con 0.482 Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put …
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put into every section of life, everyone's have. We are done. Fuck off Indians, GO HOME and stop accepting any bullshit immigrant here.
Identity Attack0.7426507
Insult0.65865606
Profanity0.8089582
Threat0.1329628
Severe Toxicity0.45185554
Toxic 0.8540474 Moderate Con 0.484 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Bro on the bike is a certified neanderthal. He rlly thinks his kind is the shit.
Bro on the bike is a certified neanderthal. He rlly thinks his kind is the shit.
Identity Attack0.23542951
Insult0.6308392
Profanity0.83974665
Threat0.012130005
Severe Toxicity0.19761463
Toxic 0.8460273 Low Con 0.205 Insult Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
Only North Indians do this kind of dirty shit... But Tamilan They respect the country Because Tamils ​​feel pain of country
Only North Indians do this kind of dirty shit... But Tamilan They respect the country Because Tamils ​​feel pain of country
Identity Attack0.6637263
Insult0.57566804
Profanity0.64657205
Threat0.06690872
Severe Toxicity0.44787344
Toxic 0.7998551 Moderate Con 0.339 Identity Attack Insult Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Identity Attack0.6990888
Insult0.6500014
Profanity0.5711371
Threat0.018710058
Severe Toxicity0.2733782
Toxic 0.7570315 Low Con 0.19 Identity Attack Insult Fear_Threat
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
You voted for Trudeau, didn’t you? It’s democracy the problem, when we ask their opinions to a majority of idiots, this kind of thing happens. Good luck to you.
You voted for Trudeau, didn’t you? It’s democracy the problem, when we ask their opinions to a majority of idiots, this kind of thing happens. Good luck to you.
Identity Attack0.031464707
Insult0.7804726
Profanity0.29209393
Threat0.008634649
Severe Toxicity0.023076924
Toxic 0.7510937 Low Con 0.278 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Identity Attack0.38826546
Insult0.72868866
Profanity0.21673056
Threat0.009825659
Severe Toxicity0.024725812
Toxic 0.7105462 Moderate Con 0.323 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Liberals across the West are an exceptionally idiotic bunch with no real ideology or any kind of plan, the only thing they do is getting behind any guy playing the victim card !! I am …
Liberals across the West are an exceptionally idiotic bunch with no real ideology or any kind of plan, the only thing they do is getting behind any guy playing the victim card !! I am a new immigrant not from the West and I feel this really !!
Identity Attack0.4054415
Insult0.71120167
Profanity0.3597395
Threat0.014911477
Severe Toxicity0.034110364
Moderate 0.6989911 Moderate Con 0.431 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask …
As a indian not the whole indian only mfs panjabi go to Canada in india punjab is famous for this kind of stereotypes. lot of people only choose to go in Canada If you ask a punjabi where are you from he doesn't said india they say punjab who the fuck knows punjab .hate that lassies 😅
Identity Attack0.5274064
Insult0.5678696
Profanity0.6001929
Threat0.058826666
Severe Toxicity0.3525603
Moderate 0.687436 Constructive 0.532 Identity Attack Insult Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
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 …
you know then tell all whites not to receive any benefits from Indian tax payers. just don't get that. create an exception that Canada is only for white europeans who came here may be 100 …
you know then tell all whites not to receive any benefits from Indian tax payers. just don't get that. create an exception that Canada is only for white europeans who came here may be 100 years earlier than Indians. these kind of bullshits are normalized.
Identity Attack0.5612457
Insult0.5130944
Profanity0.64657205
Threat0.012285355
Severe Toxicity0.16960317
Moderate 0.6863638 Moderate Con 0.328 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the …
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the kinds of people living here, you’re more than welcome to get your white smelly ass out of here and go to your original countries most likely in Europe. This country was never yours, indigenous community were the ones who discovered it. So OUT with your racist druggie white asses. At least CURRY smells better than your weeds that stink like SKUNK!
Identity Attack0.6007182
Insult0.6308392
Profanity0.5150164
Threat0.13346854
Severe Toxicity0.35368225
Moderate 0.6852916 Moderate Con 0.343 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
We struggle with Muslims & Afrikans a shit ton lmao, meanwhile our Indian workers are genuinely kind people. Thank you bike guy for being honest.
We struggle with Muslims & Afrikans a shit ton lmao, meanwhile our Indian workers are genuinely kind people. Thank you bike guy for being honest.
Identity Attack0.6007182
Insult0.49389273
Profanity0.62717754
Threat0.061089642
Severe Toxicity0.30192792
Moderate 0.68408644 Constructive 0.645 Identity Attack Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
15:30 minutes in, THIS kind of immigrant need to be kick out of here FAST, WE DO NOT NEED YOUR KIND HERE, if you like it that much go back to your home country AND …
15:30 minutes in, THIS kind of immigrant need to be kick out of here FAST, WE DO NOT NEED YOUR KIND HERE, if you like it that much go back to your home country AND LEAVE US ALONE WE DO NOT NEEEEEEEEEEEED YOU
Identity Attack0.6007182
Insult0.48627716
Profanity0.25275812
Threat0.44942492
Severe Toxicity0.35368225
Moderate 0.68408644 Moderate Con 0.328 Identity Attack Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE OVER WHAT IS NOT THEIRS.
Identity Attack0.50515765
Insult0.6798578
Profanity0.20262444
Threat0.018537397
Severe Toxicity0.06011435
Moderate 0.68408644 Low Con 0.249 Identity Attack Insult Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the …
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the groups of immigrants in history, Indians are the most peaceful. Christianity and Islam was forced upon the natives of most countries, depending on which part of the world you focus. These religions and cultures didn't just spread in peace. Even today, new sites are discovered of native children's remains. The minute these morons see a brown person, they go on hate mode, forgetting their own history. Brown people are just requesting for some peace, some respect and equality. You guys judge people based on skin color and not their character. That actually speaks volumes about the kind of people you are.
Identity Attack0.48915586
Insult0.47384647
Profanity0.70384485
Threat0.01940071
Severe Toxicity0.23224114
Moderate 0.6827122 Constructive 0.594 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about …
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about how his kind are going to make us all become Muslims or ..... 😡
Identity Attack0.6413409
Insult0.47787863
Profanity0.33453682
Threat0.05397744
Severe Toxicity0.18844056
Moderate 0.65996873 Constructive 0.535 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew the figure. this is the way liberals answer questions Just like the head Jystin Trudeau Ang Mr Carney remmber the phrase from Trudeau 10 years Ago "THE BOOK WILL BALANCE ITSELF" SO MANY IDIOT WHO VOTED FOR THIS KIND of mentality leader.
Identity Attack0.038167715
Insult0.71120167
Profanity0.26463717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.353 Insult
Sep 30, 2025 IRCC Names India in Study …
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Identity Attack0.48915586
Insult0.65129566
Profanity0.10240069
Threat0.007754337
Severe Toxicity0.023076924
Moderate 0.6407703 Moderate Con 0.349 Insult Moral_Argument
Oct 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The homeless looking suxker with the cap is just a spiteful racist who hates tht his kind aren't being given everything instead of working hard for it
The homeless looking suxker with the cap is just a spiteful racist who hates tht his kind aren't being given everything instead of working hard for it
Identity Attack0.2808415
Insult0.65129566
Profanity0.39409557
Threat0.01254427
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.255 Insult
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians know their people are known for fraud. Their parents teach em. Indias known to live off on propaganda and lies Embarrassing for them. BUT I wonder who from our Canadian government chose these fraudsters …
Indians know their people are known for fraud. Their parents teach em. Indias known to live off on propaganda and lies Embarrassing for them. BUT I wonder who from our Canadian government chose these fraudsters why not the good quality Indians. Why the cheap, corrupt kind..??!🤔🤔🤔
Identity Attack0.5948528
Insult0.57566804
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.07805709
Moderate 0.6027529 Moderate Con 0.376 Identity Attack Insult
Oct 1, 2025 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.