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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

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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: "Why are they dirty those …" 267 comments · Page 3 of 11
BUNCH OF DIRTY PIGLETS GARBAGE EVERYWHERE SPITTING FFS DUMPING COOKING OIL IN OUR SEWERS POCHING OUR FISH THATS NOT IN SEASON GROSS DISGRACE KICK THEM OUT FFS
BUNCH OF DIRTY PIGLETS GARBAGE EVERYWHERE SPITTING FFS DUMPING COOKING OIL IN OUR SEWERS POCHING OUR FISH THATS NOT IN SEASON GROSS DISGRACE KICK THEM OUT FFS
Identity Attack0.10221587
Insult0.67254376
Profanity0.3866461
Threat0.53875744
Severe Toxicity0.44787344
Toxic 0.76523775 Low Con 0.248 Insult Threat Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Identity Attack0.7426507
Insult0.6675394
Profanity0.39409557
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.197 Identity Attack Insult Identity_Assertion
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
I live in this cockroach infested city for 25 year...and it stinks...there dirty people...this is the new third world Canada. Desgusting
Identity Attack0.49032792
Insult0.7298119
Profanity0.33141375
Threat0.011638066
Severe Toxicity0.20984669
Toxic 0.76197964 Moderate Con 0.385 Insult Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
Identity Attack0.7028837
Insult0.6261769
Profanity0.4044591
Threat0.038220957
Severe Toxicity0.35112193
Toxic 0.7570315 Moderate Con 0.395 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
massacre them. dirty hindusas. corruption, bakshish
massacre them. dirty hindusas. corruption, bakshish
Identity Attack0.6778536
Insult0.64537907
Profanity0.46460027
Threat0.68668276
Severe Toxicity0.61260825
Toxic 0.7570315 Low Con 0.112 Identity Attack Insult Threat
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The bike dude self identified as white trash. Oh the irony to call people different from you “low IQ” and dirty. Dude needs to look in the mirror and realize he is just projecting his …
The bike dude self identified as white trash. Oh the irony to call people different from you “low IQ” and dirty. Dude needs to look in the mirror and realize he is just projecting his insecurities on others like a real dumbass.
Identity Attack0.48915586
Insult0.755201
Profanity0.4798129
Threat0.010938995
Severe Toxicity0.17315048
Toxic 0.7570315 Low Con 0.258 Insult Meta_Commentary
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Indians are generally dirty people 😅
Indians are generally dirty people 😅
Identity Attack0.71678543
Insult0.6308392
Profanity0.38845423
Threat0.011689849
Severe Toxicity0.349583
Toxic 0.7570315 Low Con 0.246 Identity Attack Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
GO HOME YOU STINKY JOB THIEVES!! You all are making our country a dirty mess we no longer want you here
GO HOME YOU STINKY JOB THIEVES!! You all are making our country a dirty mess we no longer want you here
Identity Attack0.3857254
Insult0.71551245
Profanity0.32658687
Threat0.03235042
Severe Toxicity0.23224287
Toxic 0.75208336 Low Con 0.234 Insult Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
I had enough when they started shitting on our clean beaches and washing their dirty clothes n pissing in our fresh water lakes! Then I was like GET THE F OUTTA HERE!!
I had enough when they started shitting on our clean beaches and washing their dirty clothes n pissing in our fresh water lakes! Then I was like GET THE F OUTTA HERE!!
Identity Attack0.11047905
Insult0.5130944
Profanity0.6643082
Threat0.032005094
Severe Toxicity0.34189755
Toxic 0.7510937 Moderate Con 0.371 Insult
Sep 11, 2025 Why Canadians Are Turning Against …
People who wipe there ass with paper saying saying Indian are dirty people. Low intelligence haha in your country most of doctor are for. Here.
People who wipe there ass with paper saying saying Indian are dirty people. Low intelligence haha in your country most of doctor are for. Here.
Identity Attack0.54151535
Insult0.5935568
Profanity0.6001929
Threat0.039256934
Severe Toxicity0.34993178
Toxic 0.7510937 Low Con 0.224 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Dirty Indians should be deported ASAP
Dirty Indians should be deported ASAP
Identity Attack0.76079035
Insult0.5723624
Profanity0.37854016
Threat0.2836219
Severe Toxicity0.35368225
Toxic 0.7510937 Low Con 0.153 Identity Attack Insult Fear_Threat
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
Identity Attack0.6928741
Insult0.6798578
Profanity0.34827787
Threat0.034422375
Severe Toxicity0.23226003
Toxic 0.7510937 Constructive 0.559 Identity Attack Insult Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
that's true indian r dirty people
that's true indian r dirty people
Identity Attack0.71720207
Insult0.65129566
Profanity0.37352943
Threat0.018882722
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Dirty immigrants need to go home!
Dirty immigrants need to go home!
Identity Attack0.70098627
Insult0.6407567
Profanity0.29279903
Threat0.02682521
Severe Toxicity0.232236
Toxic 0.7510937 Low Con 0.156 Identity Attack Insult
Sep 9, 2025 Why Canadians Are Turning Against …
I bet it smells in Brampton. A stinky, dirty people.
I bet it smells in Brampton. A stinky, dirty people.
Identity Attack0.3817989
Insult0.7298119
Profanity0.26098207
Threat0.009126588
Severe Toxicity0.03680043
Toxic 0.73663366 Low Con 0.274 Insult Unverified_Claim
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
You racist prick Be happy that they contribute to the economy. Something to thunk about for you. Unlike europe refugees Who live on social benefits and don’t contribute to the economy. And be happy they …
You racist prick Be happy that they contribute to the economy. Something to thunk about for you. Unlike europe refugees Who live on social benefits and don’t contribute to the economy. And be happy they are not the religion you don’t want. They might be dirty but not religious fanatics.
Identity Attack0.5135796
Insult0.71120167
Profanity0.46460027
Threat0.013579931
Severe Toxicity0.30763787
Toxic 0.73663366 Low Con 0.261 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men …
That goofball with the helmet on has the audacity to talk about Africans like his dirty ass not on a bike looking like he doesn’t contribute a thing to the Canadian society. Like white men didn’t rape black women for hundreds of years. I hate he gives ignorant bums like that such a large platform to express their racism. As an African American I find his comments highly offensive. Although I know he’s not educated enough to know any better because he considered himself “white trash” that was the only accurate thing he said
Identity Attack0.5948528
Insult0.71120167
Profanity0.541926
Threat0.2836219
Severe Toxicity0.457266
Toxic 0.73663366 Moderate Con 0.419 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Dirty AF and nobody said anything about THEIR SMELL 🐛 🗑️ 👃🏾 💩 🐜
Dirty AF and nobody said anything about THEIR SMELL 🐛 🗑️ 👃🏾 💩 🐜
Identity Attack0.16587129
Insult0.5935568
Profanity0.41375932
Threat0.038911607
Severe Toxicity0.35368225
Toxic 0.73663366 Low Con 0.245 Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
Identity Attack0.7063701
Insult0.6099415
Profanity0.37923992
Threat0.026479885
Severe Toxicity0.34938923
Toxic 0.7308154 Moderate Con 0.319 Identity Attack Insult Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Dirty jeets. Go back to your dirty country.
Dirty jeets. Go back to your dirty country.
Identity Attack0.6413409
Insult0.6370372
Profanity0.2661081
Threat0.012492486
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.108 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I would never want my country too be like india. They are ridiculously dirty and proud
I would never want my country too be like india. They are ridiculously dirty and proud
Identity Attack0.69783735
Insult0.6149945
Profanity0.39409557
Threat0.01698343
Severe Toxicity0.24482845
Toxic 0.7252971 Moderate Con 0.393 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
india very dirty country, bad people,
india very dirty country, bad people,
Identity Attack0.6649212
Insult0.5739874
Profanity0.36230123
Threat0.04132889
Severe Toxicity0.34927294
Toxic 0.718943 Moderate Con 0.309 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Go back to your dirty country
Go back to your dirty country
Identity Attack0.6220118
Insult0.57566804
Profanity0.29209393
Threat0.0130621
Severe Toxicity0.18232453
Toxic 0.7105462 Low Con 0.204 Identity Attack Insult Identity_Assertion
Jan 29, 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.