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: ""we have the more upper …" 58 comments · Page 1 of 3
That stupid homeless guy with the green shirt and cap was talking crap about India. Have you seen the state of what you call “upper class countries”? Shut up
That stupid homeless guy with the green shirt and cap was talking crap about India. Have you seen the state of what you call “upper class countries”? Shut up
Identity Attack0.29951343
Insult0.8204276
Profanity0.49576873
Threat0.019573374
Severe Toxicity0.23125283
Toxic 0.8696708 Low Con 0.234 Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
First-generation immigrant and been here for 32yrs. Loved Canada but now wait to get the hell out of here. Law and tax only apply to the middle and upper middle class. I refuse to pay …
First-generation immigrant and been here for 32yrs. Loved Canada but now wait to get the hell out of here. Law and tax only apply to the middle and upper middle class. I refuse to pay anymore tax to support these garbage😢. F-ck Liberal and their voters.
Identity Attack0.44690517
Insult0.67254376
Profanity0.6242122
Threat0.039947584
Severe Toxicity0.2322566
Toxic 0.76197964 Moderate Con 0.445 Insult
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
my new indian bosses do that prioritize indians shit and it pisses me off. especially since we are an upper end restaurant and i cant afford to knock back orders on good customers just cus …
my new indian bosses do that prioritize indians shit and it pisses me off. especially since we are an upper end restaurant and i cant afford to knock back orders on good customers just cus someone of a preferred colour came in.
Identity Attack0.57150364
Insult0.5130944
Profanity0.70864636
Threat0.025271246
Severe Toxicity0.23225832
Toxic 0.72028047 Moderate Con 0.478 Identity Attack Insult Personal_Narrative
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
As a Indian, I am telling you they are fucking terrorist group. Its just one state people. There are upper class in many states and highly educated but they don't move. In Rajasthan many people …
As a Indian, I am telling you they are fucking terrorist group. Its just one state people. There are upper class in many states and highly educated but they don't move. In Rajasthan many people are unofficial millionaire. Never underestimate india.
Identity Attack0.47178617
Insult0.5130944
Profanity0.70864636
Threat0.050098058
Severe Toxicity0.29050803
Moderate 0.6989911 Constructive 0.626 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
"we have the more upper indians" "some indian shitting on a bus the other day" alright mate
Identity Attack0.6007182
Insult0.48627716
Profanity0.64657205
Threat0.12076248
Severe Toxicity0.2847981
Moderate 0.6852916 Moderate Con 0.306 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
as an indian christian i say we go through hell in india and yet these upper caste hindus, they live unbothered in christian nations, all the time while boasting how good india is. This has …
as an indian christian i say we go through hell in india and yet these upper caste hindus, they live unbothered in christian nations, all the time while boasting how good india is. This has to stop, they should be held accountable. they are dangerous to the society they live in, they're like parasites.
Identity Attack0.60238177
Insult0.6308392
Profanity0.4185329
Threat0.13363713
Severe Toxicity0.23225488
Moderate 0.6744087 Moderate Con 0.455 Identity Attack Insult Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The guy is soo wrong, it’s the upper caste who eats poop.
The guy is soo wrong, it’s the upper caste who eats poop.
Identity Attack0.2028587
Insult0.5130944
Profanity0.4819111
Threat0.01508414
Severe Toxicity0.07542343
Moderate 0.6611249 Low Con 0.197 Insult Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
Identity Attack0.61901736
Insult0.5130944
Profanity0.33258784
Threat0.011922873
Severe Toxicity0.16960317
Moderate 0.6544696 Moderate Con 0.305 Identity Attack Insult Unverified_Claim
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
The upper class eat more poop actually
The upper class eat more poop actually
Identity Attack0.23163283
Insult0.42881694
Profanity0.49576873
Threat0.019228047
Severe Toxicity0.12809667
Moderate 0.6289369 Low Con 0.167 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Mf on the bike was funny af "Indians are disgusting but we got the upper class indians" "I'm as racist as the next guy"
Mf on the bike was funny af "Indians are disgusting but we got the upper class indians" "I'm as racist as the next guy"
Identity Attack0.5913144
Insult0.54471385
Profanity0.39409557
Threat0.049774777
Severe Toxicity0.1762085
Moderate 0.61223894 Moderate Con 0.406 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
i dont think canada has the upper class of indians there, you should come to australia its indiain infested
i dont think canada has the upper class of indians there, you should come to australia its indiain infested
Identity Attack0.65625757
Insult0.48627716
Profanity0.26555094
Threat0.037530303
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.259 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class …
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class Indians who are not dirty.
Identity Attack0.6007182
Insult0.5678696
Profanity0.22105443
Threat0.008492245
Severe Toxicity0.02604016
Moderate 0.5972042 Constructive 0.654 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
0:17 upper class are the ones that actually eat poop.😂 Other's avoid it.
0:17 upper class are the ones that actually eat poop.😂 Other's avoid it.
Identity Attack0.19495805
Insult0.40243408
Profanity0.44431314
Threat0.018882722
Severe Toxicity0.06101104
Moderate 0.5885171 Low Con 0.224 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
4:08 it's the upper class who actually eat the 💩 by the way
4:08 it's the upper class who actually eat the 💩 by the way
Identity Attack0.15731181
Insult0.34101152
Profanity0.41031027
Threat0.030969119
Severe Toxicity0.056527592
Moderate 0.54823303 Low Con 0.226 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is …
4:06 That claim is ignorant and racist. No group in India eats poop. Some Indians living abroad feel "embarrassed" and wrongly blame “lower class” people. In reality, using cow dung or urine as “holy” is a fringe belief by upper class people only, not followed by 99.9% Indians and not part of normal daily life. Anyone who actually does such things is doing a rare, attention-seeking stunt, not practicing Indian culture. Using extreme and rare examples to judge a whole country or class shows ignorance, not superiority.
Identity Attack0.44690517
Insult0.4555076
Profanity0.357228
Threat0.035458352
Severe Toxicity0.059217658
Moderate 0.47886392 Moderate Con 0.472 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Upper caste Hindus eat cow dung and drink cow urine. Sikhs are not Hindus; Sikhism is a separate religion.
Upper caste Hindus eat cow dung and drink cow urine. Sikhs are not Hindus; Sikhism is a separate religion.
Identity Attack0.5135796
Insult0.40243408
Profanity0.33141375
Threat0.04201601
Severe Toxicity0.16960317
Moderate 0.47772613 Low Con 0.242 Identity Attack Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm Thats why theh both control the most of the place, Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦 Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Identity Attack0.54151535
Insult0.45758462
Profanity0.32658687
Threat0.16067244
Severe Toxicity0.35368225
Moderate 0.47119883 Constructive 0.51 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
My buddy from bagladesh (upper class) was telling how much he hates the immigrants here because they are all low class and low morals. Kinda funny hearing it from their countryman
My buddy from bagladesh (upper class) was telling how much he hates the immigrants here because they are all low class and low morals. Kinda funny hearing it from their countryman
Identity Attack0.49584505
Insult0.40420914
Profanity0.15371579
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
Identity Attack0.50515765
Insult0.3486032
Profanity0.066963166
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Identity Attack Fear_Threat
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
they have no idea lower class pajet may be dirty but they dumb and follow orders.. howeveer upper class or brahmin pajet they look down on people like bugs who are not the same caste …
they have no idea lower class pajet may be dirty but they dumb and follow orders.. howeveer upper class or brahmin pajet they look down on people like bugs who are not the same caste they can do whatever they want
Identity Attack0.3895355
Insult0.47384647
Profanity0.31402156
Threat0.04132889
Severe Toxicity0.024960563
Moderate 0.4274071 Moderate Con 0.359 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
INDIA - upper class Indians, Minnesota - lower class Somalis...
INDIA - upper class Indians, Minnesota - lower class Somalis...
Identity Attack0.5051609
Insult0.36798462
Profanity0.052183274
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.293 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only …
0:17 he's totally wrong. They definitely do eat poo in Canada. You can check the manifests of Canadian Customs showing imports of fresh cow dung cake all coming from India for Indian consumption. The only difference is that they're eating it behind closed doors in Canada and in their hindoo temples. Also the upper class/castes are the biggest consumers of cow poop and urine anyway.
Identity Attack0.3817989
Insult0.36021477
Profanity0.22542313
Threat0.008919456
Severe Toxicity0.023076924
Moderate 0.41690505 Constructive 0.584 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
In India, caste atrocities show that the so-called “Savarna” identity is nothing but Hindu apartheid, as brutal as white supremacy in America. When a Dalit child in Rajasthan is beaten to death for touching a …
In India, caste atrocities show that the so-called “Savarna” identity is nothing but Hindu apartheid, as brutal as white supremacy in America. When a Dalit child in Rajasthan is beaten to death for touching a water pot (2023), when a young woman in Hathras is raped and cremated in secrecy (2020), when Dalits in Gujarat are flogged for skinning a dead cow (2016), or when a man in Madhya Pradesh is forced to drink urine (2021), it is the same logic as lynching of Black people in the U.S. during Jim Crow. NCRB records 50,000+ caste crimes every year, with conviction rates under 30%, proving that the system protects the oppressor. Just as white supremacists called themselves “pure whites,” Indian upper castes glorify the label “Savarna,” hiding behind a false purity that is built on humiliation, violence, and exclusion of the majority.
Identity Attack0.4774257
Insult0.36798462
Profanity0.257327
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.3969567 Constructive 0.513 Comparative_Framing
Sep 14, 2025 Why Canadians Are Turning Against …

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.