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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: "And why trash on the …" 207 comments · Page 2 of 9
Lmao the white guy admits to being white trash😂😂
Lmao the white guy admits to being white trash😂😂
Identity Attack0.6928741
Insult0.66500133
Profanity0.42990944
Threat0.014048163
Severe Toxicity0.34966052
Toxic 0.78711975 Low Con 0.191 Identity Attack Insult Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans …
It's always the same – the lowest of white trash talking the most shit about other races. Some fat old Canadian-born guy, still on a bicycle in his 50s, claiming Indians are dirty and Africans have IQs below 70. Yet somehow these people are "taking over his country" while he can't even land a job. Not being racist here – he called himself white trash.
Identity Attack0.69661283
Insult0.7218519
Profanity0.5013569
Threat0.012440704
Severe Toxicity0.3494667
Toxic 0.7856813 Moderate Con 0.424 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Mmh white dude on the bike said he hates all African. 😂ain’t non like the typical old white racist trash.
Mmh white dude on the bike said he hates all African. 😂ain’t non like the typical old white racist trash.
Identity Attack0.76079035
Insult0.6677319
Profanity0.39498812
Threat0.019573374
Severe Toxicity0.33047765
Toxic 0.7856813 Low Con 0.277 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
That white trash, has insult all Africa.
That white trash, has insult all Africa.
Identity Attack0.7406625
Insult0.64537907
Profanity0.41503602
Threat0.022853967
Severe Toxicity0.31334782
Toxic 0.7856813 Low Con 0.146 Identity Attack Insult Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Don't you love how a bunch of white Euro trash complains about other immigrating. That white garbage needs to go back to Europe where they belong!
Identity Attack0.7207808
Insult0.6831271
Profanity0.39409557
Threat0.042985857
Severe Toxicity0.35004315
Toxic 0.78207105 Low Con 0.228 Identity Attack Insult Identity_Assertion
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
White trash speaking about African lol.
White trash speaking about African lol.
Identity Attack0.7426507
Insult0.64537907
Profanity0.4242778
Threat0.017156094
Severe Toxicity0.349738
Toxic 0.78207105 Low Con 0.151 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the …
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the kids cant gain any experience .
Identity Attack0.060220852
Insult0.5678696
Profanity0.70864636
Threat0.018192071
Severe Toxicity0.23224458
Toxic 0.78207105 Moderate Con 0.37 Insult Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Poor white trash😢…
Poor white trash😢…
Identity Attack0.6853638
Insult0.6831271
Profanity0.39842105
Threat0.02803385
Severe Toxicity0.35184112
Toxic 0.7761081 Low Con 0.275 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This white trash talking about African don't know anything he's talking about.. you can see he prefer the curry culture and unfortunately most white people think like him they just hate black people so much …
This white trash talking about African don't know anything he's talking about.. you can see he prefer the curry culture and unfortunately most white people think like him they just hate black people so much that they would prefer anything other than black
Identity Attack0.7426507
Insult0.6308392
Profanity0.4370703
Threat0.03407705
Severe Toxicity0.35368225
Toxic 0.7761081 Low Con 0.275 Identity Attack Insult Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
yall white trash getting kicked out lmfao cope harder, yall getting invaded fr
yall white trash getting kicked out lmfao cope harder, yall getting invaded fr
Identity Attack0.6682205
Insult0.65231085
Profanity0.4862434
Threat0.45336214
Severe Toxicity0.44969136
Toxic 0.7761081 Low Con 0.173 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
of course the only white trash is obsessed with black people.
of course the only white trash is obsessed with black people.
Identity Attack0.7895903
Insult0.6308392
Profanity0.4098025
Threat0.011405042
Severe Toxicity0.23226519
Toxic 0.7701451 Low Con 0.174 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro you are trash😂
Bro you are trash😂
Identity Attack0.099072486
Insult0.7492263
Profanity0.42990944
Threat0.009696201
Severe Toxicity0.12282934
Toxic 0.7701451 Low Con 0.266 Insult Meta_Commentary
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
The Whyte guy talking is absolute trash..🚮 he sounds like he has an IQ of 20 and yet he talks down on ppl with 70’s.. what a buffoon..
Identity Attack0.46614665
Insult0.7657292
Profanity0.36230123
Threat0.013165667
Severe Toxicity0.16960317
Toxic 0.7701451 Low Con 0.243 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Khalistanis are bunch of trash and cowards, they don't go back, its just they get paid some dollars to make noise thats all.
Khalistanis are bunch of trash and cowards, they don't go back, its just they get paid some dollars to make noise thats all.
Identity Attack0.6458014
Insult0.71551245
Profanity0.41194582
Threat0.049128212
Severe Toxicity0.34969926
Toxic 0.7675452 Low Con 0.176 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I like that the racist white guy acknowledges that he’s white trash and not one of the good ones.
I like that the racist white guy acknowledges that he’s white trash and not one of the good ones.
Identity Attack0.7028837
Insult0.6831271
Profanity0.39409557
Threat0.013113883
Severe Toxicity0.20678867
Toxic 0.76523775 Moderate Con 0.352 Identity Attack Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Identity Attack0.6649212
Insult0.69164425
Profanity0.33808854
Threat0.011275585
Severe Toxicity0.2322463
Toxic 0.76523775 Moderate Con 0.34 Identity Attack Insult Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
Identity Attack0.71720207
Insult0.6798578
Profanity0.41031027
Threat0.030969119
Severe Toxicity0.3494667
Toxic 0.76523775 Low Con 0.251 Identity Attack Insult Identity_Assertion
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. …
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. Ohh That idiot can’t afford to live with same “Good white people” because it’s expensive and they throw away trash like him out on streets.
Identity Attack0.5124616
Insult0.7775208
Profanity0.36302176
Threat0.034422375
Severe Toxicity0.16960317
Toxic 0.76523775 Low Con 0.217 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Identity Attack0.5135796
Insult0.71120167
Profanity0.57236236
Threat0.04132889
Severe Toxicity0.44787344
Toxic 0.76197964 Moderate Con 0.354 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
At least the bike guy KNOWS he’s white trash
At least the bike guy KNOWS he’s white trash
Identity Attack0.6649212
Insult0.6798578
Profanity0.3866461
Threat0.010162249
Severe Toxicity0.17315048
Toxic 0.7570315 Low Con 0.192 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Identity Attack0.6106996
Insult0.7065844
Profanity0.3290656
Threat0.008893564
Severe Toxicity0.16960317
Toxic 0.7510937 Low Con 0.18 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you trump for keeping the trash out of our great country....🇺🇲
Thank you trump for keeping the trash out of our great country....🇺🇲
Identity Attack0.0031351622
Insult0.64735156
Profanity0.0038718842
Threat0.00042728952
Severe Toxicity0.000013161015
Toxic 0.75001085 Insult Identity_Assertion
Dec 8, 2025 5 likes
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Immigration is an international intentional woke evil agenda to sow decent and poverty on the population while polluting the voter base to maintain power! This is treasonous traitorous trash woke communist trash libtard government trash!
Identity Attack0.48915586
Insult0.7065844
Profanity0.33376193
Threat0.01119791
Severe Toxicity0.16960317
Toxic 0.74954444 Low Con 0.15 Insult Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.