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: "when you " hate " …" 649 comments · Page 6 of 26
I hate those rats
I hate those rats
Identity Attack0.28034934
Insult0.5130944
Profanity0.39409557
Threat0.032695748
Severe Toxicity0.034110364
Moderate 0.5921536 Moderate Con 0.368 Insult Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made that happen telling my neighbors when they had an extra person in the house. Go to hell. I can't stand none of you. I totally agree with that woman speaking about this. I refused to totally hate myself for my opinion. I see. What's going on? It's a takeover.
Identity Attack0.15945168
Insult0.5678696
Profanity0.46460027
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.656 Insult Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Identity Attack0.018972786
Insult0.6308392
Profanity0.20375896
Threat0.012130005
Severe Toxicity0.017287504
Moderate 0.5921536 Low Con 0.169 Insult Fear_Threat
Feb 12, 2026 Canada's tighter immigration policy divides …
I hate canada now
I hate canada now
Identity Attack0.58743036
Insult0.3126888
Profanity0.2661772
Threat0.03649433
Severe Toxicity0.026936848
Moderate 0.5885171 Moderate Con 0.381 Identity Attack Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by …
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by saying the muslims? It's wierd that everyone in the comments is okay with what he said ( racism)
Identity Attack0.50515443
Insult0.47357693
Profanity0.5013569
Threat0.027170537
Severe Toxicity0.22207877
Moderate 0.5885171 Moderate Con 0.468 Identity Attack Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Gosh I hate Indian accent so much
Gosh I hate Indian accent so much
Identity Attack0.6007182
Insult0.28586254
Profanity0.31402156
Threat0.01508414
Severe Toxicity0.104393706
Moderate 0.5885171 Moderate Con 0.372 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect …
Everyone is glazing the bike guy even though he is openly a racist. This guy literally said "I hate all Africans. Terrible, terrible people." If you are agreeing with these statements then you should reflect on yourself and your morals.
Identity Attack0.61901736
Insult0.489133
Profanity0.2188925
Threat0.02682521
Severe Toxicity0.14916596
Moderate 0.5885171 Moderate Con 0.425 Identity Attack Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
RASCIST no more this word is way over used. Im 69 and the stupid RASCIST card means absolutely nothing. And no i don't hate no humans, but enough is enough
RASCIST no more this word is way over used. Im 69 and the stupid RASCIST card means absolutely nothing. And no i don't hate no humans, but enough is enough
Identity Attack0.30103904
Insult0.5130944
Profanity0.40558428
Threat0.02181799
Severe Toxicity0.0394905
Moderate 0.5885171 Moderate Con 0.421 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely …
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely melanted, they just treat them like trash. Litterally just bringing the caste system to Canada. You dont hate em enough
Identity Attack0.5913144
Insult0.5423875
Profanity0.26735115
Threat0.012026439
Severe Toxicity0.056527592
Moderate 0.5885171 Moderate Con 0.455 Identity Attack Insult Identity_Assertion
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing …
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing in Wendy’s while ordering and waiting for his food. When a white lady and her 8-10 year old son he noticed kept getting really close to him. He said excuse me in trying to keep distsnce as I have a cold and the lady turned to him told him to fuck off and go back to India ☝️ he’s Bahamian 🇧🇸 ☝️ and here is the kicker her SON is also mixed but is darker skinned than my friend and he said in that moment he saw her sons reaction was embarassed and that of being ashamed. We don’t know this woman’s life story but this is a partial snapshot of how frustrated and tired ppl are on top of toxicity ignorance and hatefulness.
Identity Attack0.5135796
Insult0.4339631
Profanity0.57236236
Threat0.100830056
Severe Toxicity0.34981552
Moderate 0.5885171 Constructive 0.74 Identity Attack Personal_Narrative
Aug 28, 2025 4 likes Why Canadians Are Turning Against …
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on …
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on guns and get ready for the fight, as a white we cannot trust our government there in on this!
Identity Attack0.58743036
Insult0.33154017
Profanity0.3158166
Threat0.5252479
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.483 Identity Attack Threat Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
I'm Indian I hate them
I'm Indian I hate them
Identity Attack0.5689151
Insult0.3126888
Profanity0.29209393
Threat0.043309137
Severe Toxicity0.024819711
Moderate 0.584095 Moderate Con 0.404 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
I hate every culture has a under 18 it’s gross
I hate every culture has a under 18 it’s gross
Identity Attack0.49584505
Insult0.37506318
Profanity0.3366329
Threat0.023026628
Severe Toxicity0.06011435
Moderate 0.584095 Moderate Con 0.335 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Identity Attack0.57957685
Insult0.40243408
Profanity0.2453505
Threat0.043955702
Severe Toxicity0.035007052
Moderate 0.584095 Low Con 0.176 Identity Attack
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
im from canada its descusting and and hate 99% of them
im from canada its descusting and and hate 99% of them
Identity Attack0.55011386
Insult0.47787863
Profanity0.24727546
Threat0.02682521
Severe Toxicity0.024678862
Moderate 0.5779532 Moderate Con 0.334 Identity Attack Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Hate low skilled Indian immigrants that get jobs before Canadian born people
Hate low skilled Indian immigrants that get jobs before Canadian born people
Identity Attack0.6458014
Insult0.42167732
Profanity0.17926037
Threat0.044925548
Severe Toxicity0.0912254
Moderate 0.5779532 Low Con 0.299 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate this country so much
I hate this country so much
Identity Attack0.50515604
Insult0.26957804
Profanity0.29053202
Threat0.029069828
Severe Toxicity0.024631912
Moderate 0.5721988 Moderate Con 0.387 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
My country is ruined. I hate Canada now.
My country is ruined. I hate Canada now.
Identity Attack0.57150364
Insult0.34626248
Profanity0.18417911
Threat0.046218675
Severe Toxicity0.02439716
Moderate 0.5716857 Moderate Con 0.373 Identity Attack Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Canada government is so sicking we hate the government
Canada government is so sicking we hate the government
Identity Attack0.4054415
Insult0.563347
Profanity0.1765991
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.5716857 Low Con 0.258 Insult Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
White people will always hate others 😂
White people will always hate others 😂
Identity Attack0.5983441
Insult0.3388922
Profanity0.25367188
Threat0.020782012
Severe Toxicity0.02514347
Moderate 0.568186 Low Con 0.207 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
How come Hitler was stopped but the Muslims aren’t being stopped they are more hateful
How come Hitler was stopped but the Muslims aren’t being stopped they are more hateful
Identity Attack0.57150364
Insult0.39297962
Profanity0.22542313
Threat0.05914995
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.242 Identity Attack
Oct 1, 2025 1 likes Why Canadians Are Turning Against …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
hindouisme rend l'aumône obligatoire, surtout aux +fragiles, contrôle le business des prostituées (malgré l'interdit vers 1980) et imposent des castes moyenâgeuse. Aucun multi-culturalisme tant que Satan est en liberté. Religion -> PEDO -> to dismantle. …
hindouisme rend l'aumône obligatoire, surtout aux +fragiles, contrôle le business des prostituées (malgré l'interdit vers 1980) et imposent des castes moyenâgeuse. Aucun multi-culturalisme tant que Satan est en liberté. Religion -> PEDO -> to dismantle. Religion = HATE&CORRUPTION RAISER. AFUERA (and support from France).
Identity Attack0.5983441
Insult0.54471385
Profanity0.352205
Threat0.063675895
Severe Toxicity0.5552179
Moderate 0.568186 Constructive 0.549 Identity Attack Insult Unverified_Claim
Feb 21, 2026 Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 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.