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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: "It was better before they …" 672 comments · Page 4 of 27
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you …
"My dad came from Portugal. He had to support us. It's not like that anymore". I mean are you even listening to yourself? Your father was a bum that got lucky now you think you are better than other immigrants lmao
Identity Attack0.4139151
Insult0.50440645
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.12019568
Moderate 0.509388 Moderate Con 0.477 Insult
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our …
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our adult children have no hope of owning homes. We need to get rid of the corrupt liberals!!!!!!!
Identity Attack0.3817989
Insult0.5130944
Profanity0.0569429
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.429 Insult Economic_Argument
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Ngl this video actually made me sick. Normalization of racism towards Indians is rediculous and generalizing Indians as a sneaky ppl invading a foreign country is ridiculous. While it is true there r problems in …
Ngl this video actually made me sick. Normalization of racism towards Indians is rediculous and generalizing Indians as a sneaky ppl invading a foreign country is ridiculous. While it is true there r problems in the Canadian immigration system its not the fault of the ppl who use it for a better life, rather the fault of politicians who allowed it. Do better Tyler!
Identity Attack0.43256098
Insult0.5130944
Profanity0.21348765
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.703 Insult Moral_Argument
Feb 26, 2026 4 likes Inside Canada's Indian Invasion...
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Identity Attack0.56711763
Insult0.4378843
Profanity0.22653213
Threat0.028897164
Severe Toxicity0.06488878
Moderate 0.50503236 Constructive 0.514 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Stop mixing cultures through political gentle "wokeness"... "Immagrants" ..Stay home and make your own country better, before abandoning your family, friends and culture or some percieved economic gain.... Awful... Naive....
Stop mixing cultures through political gentle "wokeness"... "Immagrants" ..Stay home and make your own country better, before abandoning your family, friends and culture or some percieved economic gain.... Awful... Naive....
Identity Attack0.35624164
Insult0.5208188
Profanity0.06646215
Threat0.010576514
Severe Toxicity0.019611536
Moderate 0.5024724 Moderate Con 0.309 Insult Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It is ridiculous asylum seekers are treated better than a local born homeless person who may have worked all his/her life. No logic at all!
It is ridiculous asylum seekers are treated better than a local born homeless person who may have worked all his/her life. No logic at all!
Identity Attack0.15303208
Insult0.5270482
Profanity0.16682947
Threat0.008311004
Severe Toxicity0.016254602
Moderate 0.4977744 Moderate Con 0.445 Insult Moral_Argument
Feb 25, 2026 'We do know that there's …
Better than a muslim invasion i can tell ya that
Better than a muslim invasion i can tell ya that
Identity Attack0.57150364
Insult0.2838064
Profanity0.18049006
Threat0.06238277
Severe Toxicity0.12282934
Moderate 0.4977744 Low Con 0.23 Identity Attack Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
illegal Hindus and Sikh is better than legal muslims.
illegal Hindus and Sikh is better than legal muslims.
Identity Attack0.5948528
Insult0.3470427
Profanity0.15195307
Threat0.019573374
Severe Toxicity0.051147457
Moderate 0.4977744 Low Con 0.203 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS …
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS NEED TO APPLY! NOT HERE TO BUILT BETTER COUNTRY! BUT TO TAKE OVER ! MEXICANS NO SECRET NEVER DO CONSTRUCTION JOBS FOR INDIAN! WHEN FINISH ONLY PAY 10% FOR JOB ! HYGIENE DON'T USE TOILET PAPER INSTEAD LEFT HAND ! IN INDIA THEY POO OPEN AIR ! DON'T BELIEVE IN DEORANT! EVEN DOCTORS! THEY LIVE IN ALMOST MANSION INSIDE LIKE SHACKS ! THERE GOD IS NOT A COW IS MONEY! THERE HUNGRY FOR IT ! FROM EXPERIENCE LEARN THE HARD WAY AND PAY A PRICE! STAY AWAY FROM GAS STATION THERE KNOWN TO HAVE SKIMMERS.! THEY CREATE MAFIAS SELLING CELLULAR TO WORKING IN HOSPITALS!!!
Identity Attack0.4931391
Insult0.40975618
Profanity0.18171974
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.4850187 Moderate Con 0.491 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Come on Vassy you are sounding rediculous. What does it matter 10,000 or 100,000 anyone committing a bogus claim needs to be weeded out and sent home. Doesn't this just make sense why should they …
Come on Vassy you are sounding rediculous. What does it matter 10,000 or 100,000 anyone committing a bogus claim needs to be weeded out and sent home. Doesn't this just make sense why should they have better health care than I do as a Canadian who has contributed for years.
Identity Attack0.02821777
Insult0.5543018
Profanity0.09001675
Threat0.012078222
Severe Toxicity0.01322045
Moderate 0.4838166 Moderate Con 0.457 Insult Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
Identity Attack0.5983441
Insult0.2838064
Profanity0.16496858
Threat0.021472665
Severe Toxicity0.028730227
Moderate 0.4838166 Constructive 0.578 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other …
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other people land stripped them of resources requested cheap labour and then complain about it. Educate yourself!
Identity Attack0.5135796
Insult0.42881694
Profanity0.2263305
Threat0.029933142
Severe Toxicity0.026936848
Moderate 0.48141238 Low Con 0.282 Identity Attack Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada. But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Identity Attack0.55044734
Insult0.46923602
Profanity0.17520344
Threat0.012026439
Severe Toxicity0.023645958
Moderate 0.48141238 Moderate Con 0.371 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
But better then muslim who give more threat to your society
But better then muslim who give more threat to your society
Identity Attack0.5548181
Insult0.28586254
Profanity0.1854088
Threat0.22120713
Severe Toxicity0.06101104
Moderate 0.47900817 Low Con 0.268 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you want to do business with dishonest, lying and corrupt people always looking for an angle, choose India and/or Pakistan. We control the process and can do way better than these countries.
If you want to do business with dishonest, lying and corrupt people always looking for an angle, choose India and/or Pakistan. We control the process and can do way better than these countries.
Identity Attack0.43256098
Insult0.5130944
Profanity0.07482228
Threat0.010809537
Severe Toxicity0.021031776
Moderate 0.47900817 Low Con 0.199 Insult Comparative_Framing
Nov 4, 2025 IRCC Names India in Study …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities. You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Identity Attack0.2831485
Insult0.42567953
Profanity0.5365423
Threat0.0113014765
Severe Toxicity0.0475607
Moderate 0.47886392 Constructive 0.743 Comparative_Framing
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Honestly world would be so much better if everyone gtfo back where they came from.
Honestly world would be so much better if everyone gtfo back where they came from.
Identity Attack0.31892163
Insult0.4125297
Profanity0.36099523
Threat0.13616586
Severe Toxicity0.070156105
Moderate 0.47473195 Low Con 0.281 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Better than the jews 🤷‍♂️
Better than the jews 🤷‍♂️
Identity Attack0.5612457
Insult0.26957804
Profanity0.22653213
Threat0.015602129
Severe Toxicity0.026936848
Moderate 0.47323486 Low Con 0.184 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
If they “had the right”, that right damn well better be over!!!! 😡😡😡😡😡
Identity Attack0.024198212
Insult0.26957804
Profanity0.46460027
Threat0.044278983
Severe Toxicity0.023645958
Moderate 0.47173777 Low Con 0.208 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
wtf free food? free food bank? they are doing better than the government. we need more of these temples. I need one of these in my town, i m starving.
wtf free food? free food bank? they are doing better than the government. we need more of these temples. I need one of these in my town, i m starving.
Identity Attack0.07425626
Insult0.24928534
Profanity0.4756165
Threat0.05914995
Severe Toxicity0.023599008
Moderate 0.47119883 Constructive 0.586
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Get them out of Canada already like Jesus Christ it’s disgusting these woman should not be in power they are pushovers and people pleasers get someone in there who wants a better future for Canada
Get them out of Canada already like Jesus Christ it’s disgusting these woman should not be in power they are pushovers and people pleasers get someone in there who wants a better future for Canada
Identity Attack0.37953663
Insult0.49389273
Profanity0.11601777
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.342
Oct 1, 2025 IRCC Names India in Study …
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Identity Attack0.36702603
Insult0.48569724
Profanity0.08322773
Threat0.008686432
Severe Toxicity0.016060932
Moderate 0.47119883 Moderate Con 0.401 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're …
Nothing wrong with indians moving to another country, but moving to canada for a better life and ruining life in Canada is disgusting, forcing you're culture and to be like you is disgusting, if you're gonna move to canada, you have assimilate and accept canadian culture and respect it cause you can treat it the same as you're country, it's a bloody different country, stop trying to make it india if you wanna live there.
Identity Attack0.4887047
Insult0.46923602
Profanity0.18786818
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.535 Identity_Assertion
Jan 27, 2026 1 likes 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.