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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: "Good for you" 1,080 comments · Page 32 of 44
Sikhs are in general really peaceful and good people though.
Sikhs are in general really peaceful and good people though.
Identity Attack0.057492398
Insult0.017743196
Profanity0.026180768
Threat0.00789674
Severe Toxicity0.0029182434
Low Tox 0.061444655 Moderate Con 0.426
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, …
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, and there needs to be limits. But this is an emergency situation! We need to help good people who are at risk and just wanting a better life! How would you like to be in their shoes?? It would be scary! Lets be the safe place to land for these good people!! Even though I am tenth generation Canadian, we are all immigrants except for the First Nations People.
Identity Attack0.024600167
Insult0.024640027
Profanity0.01627459
Threat0.0077025536
Severe Toxicity0.0018310547
Low Tox 0.06104896 Constructive 0.859
Dec 29, 2025 Deportations From Canada at Their …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Identity Attack0.04512853
Insult0.020450363
Profanity0.012038844
Threat0.006272047
Severe Toxicity0.001449585
Low Tox 0.06025757 Constructive 0.628 Solidarity
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
Identity Attack0.025002124
Insult0.01961243
Profanity0.028503597
Threat0.008440462
Severe Toxicity0.002708435
Low Tox 0.059479803 Constructive 0.514 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Be happy it's Sikhs they are good people
Be happy it's Sikhs they are good people
Identity Attack0.042550452
Insult0.016024929
Profanity0.026727317
Threat0.009825659
Severe Toxicity0.0046539307
Low Tox 0.059232414 Moderate Con 0.436 Solidarity
Feb 16, 2026 Inside Canada's Indian Invasion...
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
Identity Attack0.042550452
Insult0.019547975
Profanity0.011236101
Threat0.0072882893
Severe Toxicity0.00289917
Low Tox 0.058737632 Moderate Con 0.368
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
Good riddance
Good riddance
Identity Attack0.0063266335
Insult0.015036922
Profanity0.022559889
Threat0.013476364
Severe Toxicity0.0030517578
Low Tox 0.057748068 Moderate Con 0.38
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
Identity Attack0.024600167
Insult0.020063626
Profanity0.014703264
Threat0.006809296
Severe Toxicity0.0016212463
Low Tox 0.05750068 Moderate Con 0.427
Aug 26, 2025 Why Canadians Are Turning Against …
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Identity Attack0.0030338243
Insult0.021352753
Profanity0.013883443
Threat0.007029374
Severe Toxicity0.0014686584
Low Tox 0.05725329 Low Con 0.139
Mar 4, 2019 How much do refugees and …
The truck drivers. Just handing out az licences. The Tim hortons debacle. I think it’s a beautiful culture historically. I have made many East Indian and other immigrant friends in my 53 years. It’s some …
The truck drivers. Just handing out az licences. The Tim hortons debacle. I think it’s a beautiful culture historically. I have made many East Indian and other immigrant friends in my 53 years. It’s some of the new immigrants policies that are causing issues. At the end of the day I welcome all who come here legally and with good intentions.
Identity Attack0.04023018
Insult0.01767874
Profanity0.011253181
Threat0.0065697995
Severe Toxicity0.0014209747
Low Tox 0.05651112 Constructive 0.771
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Being traffic for youtube, bad. Being traffic for journalism, good.
Being traffic for youtube, bad. Being traffic for journalism, good.
Identity Attack0.003866276
Insult0.019419061
Profanity0.016103793
Threat0.0077025536
Severe Toxicity0.0014686584
Low Tox 0.05378982 Low Con 0.197 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You make the best content bro its unbelievably good
You make the best content bro its unbelievably good
Identity Attack0.010063417
Insult0.017549826
Profanity0.044417568
Threat0.011120236
Severe Toxicity0.0038337708
Low Tox 0.053295042 Moderate Con 0.46 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The trucking industry is being run to the ground. And ottawa is sleeping at the wheel. the notion that the government is expecting the Indian run companies to act in good faith and NOT abuse …
The trucking industry is being run to the ground. And ottawa is sleeping at the wheel. the notion that the government is expecting the Indian run companies to act in good faith and NOT abuse every loophole there is. IS bewildering to me. Short of a serious policy to remedy the situation. We'll see severe consequences across the Nation.
Identity Attack0.016963007
Insult0.023221988
Profanity0.011646013
Threat0.00746953
Severe Toxicity0.0013065338
Low Tox 0.05280026 Constructive 0.549 Policy_Critique
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is actually a very good thing, Im glad there are more Indians in Canada now
This is actually a very good thing, Im glad there are more Indians in Canada now
Identity Attack0.046159767
Insult0.015036922
Profanity0.01982715
Threat0.007961469
Severe Toxicity0.0028419495
Low Tox 0.05255287 Moderate Con 0.477 Solidarity
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Good thing I know Buddy on the bike. Dude is about to lose his job. Thank God for the internet.
Good thing I know Buddy on the bike. Dude is about to lose his job. Thank God for the internet.
Identity Attack0.005956655
Insult0.020063626
Profanity0.015318131
Threat0.0079873605
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.508
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are good for Canada 🇨🇦 economy get your facts right.
Indians are good for Canada 🇨🇦 economy get your facts right.
Identity Attack0.038425524
Insult0.015872927
Profanity0.012722028
Threat0.0063626673
Severe Toxicity0.0016880035
Low Tox 0.05205809 Low Con 0.215 Economic_Argument
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
Bon voyage and good reddiance, don't return. Freeloaders
Bon voyage and good reddiance, don't return. Freeloaders
Identity Attack0.0010724386
Insult0.034783885
Profanity0.0006413629
Threat0.0007410778
Severe Toxicity0.0000050034423
Low Tox 0.05137377 Identity_Assertion
Apr 15, 2025 1 likes
It's not good up here.
It's not good up here.
Identity Attack0.0045692353
Insult0.01640493
Profanity0.015967157
Threat0.0073789097
Severe Toxicity0.0012969971
Low Tox 0.050821137 Moderate Con 0.352 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Good go back
Good go back
Identity Attack0.006511623
Insult0.019096779
Profanity0.020851927
Threat0.009903334
Severe Toxicity0.0025367737
Low Tox 0.050573748 Moderate Con 0.378 Call_To_Action
Feb 13, 2026 Canada's tighter immigration policy divides …
Have a good trip home
Have a good trip home
Identity Attack0.0052166977
Insult0.018065477
Profanity0.017777596
Threat0.009437286
Severe Toxicity0.0022602081
Low Tox 0.050573748 Moderate Con 0.464 Identity_Assertion
Jan 15, 2026 199 likes 2.9 million Canadian temporary visas …
The guy on bike can be a good school graduation speaker
The guy on bike can be a good school graduation speaker
Identity Attack0.0050687063
Insult0.021481665
Profanity0.019075647
Threat0.0073789097
Severe Toxicity0.001821518
Low Tox 0.050326355 Moderate Con 0.328 Meta_Commentary
Feb 15, 2026 379 likes Inside Canada's Indian Invasion...
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have …
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have been GIVEN enough money from the people of Canada.
Identity Attack0.007288578
Insult0.02657372
Profanity0.011219022
Threat0.005906329
Severe Toxicity0.0011205673
Low Tox 0.050078966 Moderate Con 0.391 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have …
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have a culture... We are doomed
Identity Attack0.013244915
Insult0.021997316
Profanity0.011902207
Threat0.0063626673
Severe Toxicity0.0010538101
Low Tox 0.04785245 Constructive 0.62 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.