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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

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Active: "Indians Invasion" 129 comments · Page 2 of 6
West is under invasion by three sides Muslims, Indians and Blacks 😢
West is under invasion by three sides Muslims, Indians and Blacks 😢
Identity Attack0.6220118
Insult0.36798462
Profanity0.20916378
Threat0.049128212
Severe Toxicity0.16960317
Moderate 0.54823303 Low Con 0.2 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are an invasive species.
Indians are an invasive species.
Identity Attack0.57150364
Insult0.41767508
Profanity0.24147889
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.203 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
black people really have it hard, in an “indian invasion”, yall still find time to laughing at racism against africans.
black people really have it hard, in an “indian invasion”, yall still find time to laughing at racism against africans.
Identity Attack0.58354634
Insult0.36193377
Profanity0.2188925
Threat0.028897164
Severe Toxicity0.02453801
Moderate 0.509388 Low Con 0.221 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
Identity Attack0.5039629
Insult0.4378843
Profanity0.22622968
Threat0.011172019
Severe Toxicity0.02444411
Moderate 0.509388 Moderate Con 0.469 Identity Attack
Sep 19, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮 And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right …
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮 And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right "exterminator" for the job, please, please, please, put him/her to work. A good clean up is required here and it's been required for much too long.
Identity Attack0.49032792
Insult0.4534306
Profanity0.29053202
Threat0.34804323
Severe Toxicity0.23225145
Moderate 0.50503236 Moderate Con 0.496 Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There's no Indian Invasion, there's Invasion of Canadian being lazy, that require outside help. This is western disease.
There's no Indian Invasion, there's Invasion of Canadian being lazy, that require outside help. This is western disease.
Identity Attack0.48990932
Insult0.5130944
Profanity0.06345607
Threat0.008582866
Severe Toxicity0.023076924
Moderate 0.49139655 Low Con 0.114 Insult Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Rip canada. What a beautiful nation destroyed by indian ilegal mass invasion
Rip canada. What a beautiful nation destroyed by indian ilegal mass invasion
Identity Attack0.56711763
Insult0.36798462
Profanity0.089370176
Threat0.058180105
Severe Toxicity0.024866661
Moderate 0.4838166 Low Con 0.217 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Stop importing Indians. Canada is losing the jobs and even the identity. This is NOT Immigration BUT Invasion!
Identity Attack0.55044734
Insult0.33998606
Profanity0.03915693
Threat0.010343489
Severe Toxicity0.023129508
Moderate 0.47900817 Low Con 0.299 Identity Attack Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Identity Attack0.48915586
Insult0.46173862
Profanity0.09324962
Threat0.009747985
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.253 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
THIS indians are like BANGLASDESHIS INVASION OF NORTH EAST INDIA... takinng away all jobs.
THIS indians are like BANGLASDESHIS INVASION OF NORTH EAST INDIA... takinng away all jobs.
Identity Attack0.5274064
Insult0.35333878
Profanity0.1765991
Threat0.051391184
Severe Toxicity0.14126498
Moderate 0.47772613 Low Con 0.274 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
So sad for Canada Once a great country but now dead Hope they sort out this Indian invasion
So sad for Canada Once a great country but now dead Hope they sort out this Indian invasion
Identity Attack0.55011386
Insult0.3493834
Profanity0.07740857
Threat0.12536226
Severe Toxicity0.0394905
Moderate 0.46982017 Moderate Con 0.314 Identity Attack Fear_Threat
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
The indian invasion must stop. Whites need to take canada back.
The indian invasion must stop. Whites need to take canada back.
Identity Attack0.55044734
Insult0.24928534
Profanity0.10023434
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.145 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians are Amazing, wait for the islamic Invasion
Indians are Amazing, wait for the islamic Invasion
Identity Attack0.5135796
Insult0.24767025
Profanity0.16031636
Threat0.13498579
Severe Toxicity0.07805709
Moderate 0.4575469 Low Con 0.198 Identity Attack Fear_Threat
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
Indians are not even 5% of canadas population and allready people are butthurt nd calling it an invasion.while most Indian people are honest, hardworking tax payers.white people who are progeny of genociders who stole a …
Indians are not even 5% of canadas population and allready people are butthurt nd calling it an invasion.while most Indian people are honest, hardworking tax payers.white people who are progeny of genociders who stole a nation from natives of Canada are complaining now.go to Europe nd u will know wt invasion is.u are going to make enemy out of a friend if u continue doing this
Identity Attack0.49584505
Insult0.42743355
Profanity0.2188925
Threat0.044602267
Severe Toxicity0.02378681
Moderate 0.45549932 Moderate Con 0.435 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Next do Russian indian invasion
Next do Russian indian invasion
Identity Attack0.50588524
Insult0.21602537
Profanity0.17473823
Threat0.2330281
Severe Toxicity0.15443328
Moderate 0.4475325 Low Con 0.227 Identity Attack Humor_Satire
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion …
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion is taking place. Indian Hindus do not say that you have to made any new rule or is living on the money of USA taxpayers, he will not make a video about these Muslims who will demand Sharia law in USA, joker😂
Identity Attack0.5135796
Insult0.35333878
Profanity0.11168506
Threat0.048481647
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.373 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'm American, and I have many Canadian friends, they ALL hate the Indian Invasion
I'm American, and I have many Canadian friends, they ALL hate the Indian Invasion
Identity Attack0.49855098
Insult0.24928534
Profanity0.17926037
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.43965456 Constructive 0.53 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi …
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi students scams or their diploma mill scams are being discussed. then it is "Indian Invasion" even though 95% of them are Punjabis
Identity Attack0.5135796
Insult0.4196762
Profanity0.22602804
Threat0.06939816
Severe Toxicity0.07542343
Moderate 0.4394682 Moderate Con 0.419 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
Identity Attack0.5135796
Insult0.3388922
Profanity0.09992486
Threat0.0130621
Severe Toxicity0.023411209
Moderate 0.4394682 Moderate Con 0.359 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked …
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked paramilitary to gun down unrelated soccer moms and icu nurses dead in the streets to stop the smuggling, we don't do that in Canada. we don't do the fascist thing particularly well here.
Identity Attack0.40255263
Insult0.3486032
Profanity0.16217725
Threat0.42133212
Severe Toxicity0.02514347
Moderate 0.4274071 Moderate Con 0.398 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Indians Invasion
Indians Invasion
Identity Attack0.48990932
Insult0.24561718
Profanity0.1765991
Threat0.079364374
Severe Toxicity0.044870634
Moderate 0.42349213 Moderate Con 0.447 Fear_Threat
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. …
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. Don't underestimate them save your lands from these punjabi invasion will they tolerate if we do the same there?
Identity Attack0.46028158
Insult0.40243408
Profanity0.19893537
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.481 Fear_Threat
Feb 8, 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.