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: "They are stinks" 42 comments · Page 2 of 2
Australia has the same problem but worse , in summer Indians stink even more during summer
Australia has the same problem but worse , in summer Indians stink even more during summer
Identity Attack0.5135796
Insult0.4302003
Profanity0.2661081
Threat0.00967031
Severe Toxicity0.024866661
Moderate 0.47886392 Moderate Con 0.366 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
This country now stinks. I vote to change the name tim hortons to Gupta Hortons
This country now stinks. I vote to change the name tim hortons to Gupta Hortons
Identity Attack0.2839175
Insult0.47384647
Profanity0.17055123
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.272
Aug 26, 2025 Why Canadians Are Turning Against …
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
Identity Attack0.06431354
Insult0.4339631
Profanity0.26593533
Threat0.008582866
Severe Toxicity0.023076924
Moderate 0.4575469 Low Con 0.288 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
I love Indian food, but after u sweat with all that spices, your home stinks if u cook it.Horrible.
I love Indian food, but after u sweat with all that spices, your home stinks if u cook it.Horrible.
Identity Attack0.22261032
Insult0.37846634
Profanity0.26645362
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.573 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Being with them on an enclosed area they stink they don't even use soap or water that's all you smell is Bo all the time when you're around
Being with them on an enclosed area they stink they don't even use soap or water that's all you smell is Bo all the time when you're around
Identity Attack0.04280826
Insult0.36537176
Profanity0.22105443
Threat0.008815889
Severe Toxicity0.023076924
Moderate 0.43720075 Moderate Con 0.469
Aug 26, 2025 Why Canadians Are Turning Against …
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Identity Attack0.34974504
Insult0.4555076
Profanity0.07223598
Threat0.0074954215
Severe Toxicity0.015350811
Moderate 0.4269174 Moderate Con 0.374 Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Tired of walking around my city and playing "Spot the white person." Plus the continuous stink of curry and BO.... Leave!
Tired of walking around my city and playing "Spot the white person." Plus the continuous stink of curry and BO.... Leave!
Identity Attack0.46028158
Insult0.34135336
Profanity0.13168186
Threat0.12536226
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.375
Aug 25, 2025 Why Canadians Are Turning Against …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Identity Attack0.3802808
Insult0.34548226
Profanity0.20592089
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.594 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
The STINK of B.O. is rising!
The STINK of B.O. is rising!
Identity Attack0.034300596
Insult0.40243408
Profanity0.10920923
Threat0.0074954215
Severe Toxicity0.0128976675
Moderate 0.37751234 Low Con 0.278 Identity_Assertion
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
bet it stinks there
bet it stinks there
Identity Attack0.008102531
Insult0.26957804
Profanity0.22105443
Threat0.0072882893
Severe Toxicity0.010757446
Moderate 0.3722269 Moderate Con 0.33
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Jag meat stink. Mixing masala with his beard cream. Using sukdeep
Jag meat stink. Mixing masala with his beard cream. Using sukdeep
Identity Attack0.05612817
Insult0.23237456
Profanity0.2664882
Threat0.011379151
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.173
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Probably stinks over there.
Probably stinks over there.
Identity Attack0.0069185994
Insult0.28586254
Profanity0.11911256
Threat0.0071588317
Severe Toxicity0.007247925
Moderate 0.3389984 Low Con 0.272 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Even the air outside stinks on that town!!!
Even the air outside stinks on that town!!!
Identity Attack0.013847848
Insult0.2679134
Profanity0.048175167
Threat0.0061749537
Severe Toxicity0.0064468384
Moderate 0.32020867 Low Con 0.293
Jan 7, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look at you like a Taxidermized fish. DONT let them eat lunch in the house, you'll never get the curry smell out. I've seen people drop out of buying new houses cause they just stink like India, the walls are already that yellow grease color and once that happens its ruined, like having a smoker live in the house but greasier.
Identity Attack0.2795294
Insult0.20901857
Profanity0.15985115
Threat0.010628296
Severe Toxicity0.016771052
Moderate 0.30427247 Constructive 0.638
Sep 16, 2025 1 likes How Canada broke its immigration …
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just …
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just stinks. While the video tries to downplay elements, the bottom line is that illegal refugees are a massive drain on social support services that many needy Canadians are not getting who also need it. This is an utter joke.
Identity Attack0.11047905
Insult0.20668297
Profanity0.026454043
Threat0.006763986
Severe Toxicity0.004825592
Low Tox 0.26293078 Constructive 0.506
Feb 8, 2019 How much do refugees and …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes 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.