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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 #}

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Active: "America is having the same …" 462 comments · Page 13 of 19
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been …
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been far away from that for decades, now especially with current events.
Identity Attack0.0775651
Insult0.11797678
Profanity0.018255826
Threat0.006861079
Severe Toxicity0.0036621094
Low Tox 0.20219094 Low Con 0.263 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
North America reverting to pre-Columbian "India" 🤣🤣🤣🤣🤣🤣
Identity Attack0.19495805
Insult0.06267534
Profanity0.04065997
Threat0.008815889
Severe Toxicity0.008087158
Low Tox 0.20195828 Low Con 0.175 Humor_Satire
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s all the plan to erase culture in North America
It’s all the plan to erase culture in North America
Identity Attack0.105836816
Insult0.029383656
Profanity0.04216301
Threat0.10696311
Severe Toxicity0.008239746
Low Tox 0.20195828 Low Con 0.144 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. This is happening worldwide in every single European white culture countries. This is not by accident.
Identity Attack0.21075934
Insult0.04090862
Profanity0.017914234
Threat0.010395273
Severe Toxicity0.005340576
Low Tox 0.20126031 Moderate Con 0.338 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
please fly the bike guy to america and protect him at all costs. he will no doubt be attacked by them now, or thrown in prison for saying whats on everyones mind. truth and bravery …
please fly the bike guy to america and protect him at all costs. he will no doubt be attacked by them now, or thrown in prison for saying whats on everyones mind. truth and bravery should be rewarded
Identity Attack0.010433395
Insult0.034451995
Profanity0.015693882
Threat0.24484909
Severe Toxicity0.007133484
Low Tox 0.20056234 Moderate Con 0.457 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was just fine. Canada embraced multiculturalism a long time ago- there isn't any central "Canadian values". Not assimilating is only offensive in America.
Identity Attack0.24970764
Insult0.056133457
Profanity0.015967157
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.19986437 Constructive 0.741 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
Identity Attack0.10815793
Insult0.06634661
Profanity0.026044132
Threat0.011689849
Severe Toxicity0.006790161
Low Tox 0.1996317 Moderate Con 0.309 Identity_Assertion
Nov 3, 2025 How much do refugees and …
You have whole countries fleeing their country. Only to come to America or Canada to change to their culture. Fix your countries and keep your tails their
You have whole countries fleeing their country. Only to come to America or Canada to change to their culture. Fix your countries and keep your tails their
Identity Attack0.12556632
Insult0.06337463
Profanity0.020510335
Threat0.010032792
Severe Toxicity0.00541687
Low Tox 0.19789438 Low Con 0.137
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run …
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run with Indians and they don't share the same value or even cultural norms as Westerners. I see this problem in America as well but it's nto just Indians. In America, it's every country in the world that comes and interacts with their own community and there's no assimilation. Even as a second generation American, I still feel like a guest in this country and I am grateful for the Americans to have allowed my family to come here to live with them. Citizenship is just a piece of paper though. I know if I didn't assimilate, they could send me to India even if I know nothing about it. It's just basic humility.
Identity Attack0.2463217
Insult0.070799805
Profanity0.028503597
Threat0.007637825
Severe Toxicity0.006904602
Low Tox 0.19789438 Constructive 0.836
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun …
The answer is family and community. The family unit and sense of community in North America is broken and, for most, there is no sense of duty. However the Indian community does tend to shun outsiders. A single white divorcee will never be part of the family. I respect their culture and beliefs but sectarianism definitely exists.
Identity Attack0.23467018
Insult0.047349896
Profanity0.026863953
Threat0.008000307
Severe Toxicity0.0045394897
Low Tox 0.19409354 Constructive 0.72
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Sooooo, we in America are not the only ones feeling the BS
Sooooo, we in America are not the only ones feeling the BS
Identity Attack0.017264472
Insult0.0573046
Profanity0.196476
Threat0.007573096
Severe Toxicity0.0061416626
Low Tox 0.19409354 Moderate Con 0.366 Comparative_Framing
Aug 25, 2025 Why Canadians Are Turning Against …
If you want to ask a native Canadian that would be a First Nations or indigenous tribal reservation member. White people are also immigrants in Canada and America.
If you want to ask a native Canadian that would be a First Nations or indigenous tribal reservation member. White people are also immigrants in Canada and America.
Identity Attack0.24150419
Insult0.04149419
Profanity0.016479544
Threat0.0063238298
Severe Toxicity0.0036239624
Low Tox 0.19314334 Constructive 0.514
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
They will take over Canada like how Israel is doing America
They will take over Canada like how Israel is doing America
Identity Attack0.17070955
Insult0.030154925
Profanity0.019212283
Threat0.032695748
Severe Toxicity0.0074768066
Low Tox 0.18649188 Low Con 0.134 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
America has Mexicans and Canada has Indians
America has Mexicans and Canada has Indians
Identity Attack0.22458547
Insult0.05027775
Profanity0.046922635
Threat0.007586042
Severe Toxicity0.0061035156
Low Tox 0.18364124 Low Con 0.201 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are the one who earn the most in America and Canada (more than double of the natives)... idk why they don't invest it on their own country
Indians are the one who earn the most in America and Canada (more than double of the natives)... idk why they don't invest it on their own country
Identity Attack0.22458547
Insult0.03710241
Profanity0.019007329
Threat0.0064144502
Severe Toxicity0.004234314
Low Tox 0.18079062 Moderate Con 0.404 Economic_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity …
Dude it’s just a Hindu temple, and the statue ur filming is Hanuman a vanar warrior who was in charge of guarding lord ram the avatar of Vishnu and a highly revered god or deity in Hinduism. It symbolizes the protection. It’s like you filming a church, mosque, gurdwara, Buddhist Shinto temple or any place of worship . Even the Chinese population is more than Indian over all in North America us-Canada overall. Problem is we don’t spy or build ccp police stations . Weakness is a problem
Identity Attack0.16993292
Insult0.06250052
Profanity0.013507691
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.17891699 Moderate Con 0.471
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
100 Yrs ago we could help-people by setting them on their feet at home or letting them emigrate. But since then Africa Sth America and the ME each multiplied >1,000 times and there's no way …
100 Yrs ago we could help-people by setting them on their feet at home or letting them emigrate. But since then Africa Sth America and the ME each multiplied >1,000 times and there's no way we can solve their problems now. And blaming people who helped them and wasted their money and efforts and blood only to get maliciously defamed and spat on, hasn't helped their case.
Identity Attack0.10221587
Insult0.0573046
Profanity0.029050145
Threat0.025271246
Severe Toxicity0.005874634
Low Tox 0.17198499 Constructive 0.522
Dec 29, 2025 Deportations From Canada at Their …
They are taking away the identity of the real Indian territory, the politician bring them from "India" they not Autochthonous to the soil/ground, they dont originate here, pay your tax like the real Autochthonous. They …
They are taking away the identity of the real Indian territory, the politician bring them from "India" they not Autochthonous to the soil/ground, they dont originate here, pay your tax like the real Autochthonous. They are indu they pratice induism. that fine but they are not indian. Gandhi gave Barat in 1886 the name INDIA, before that there was no india. they had their eyes on the americas all along, see now.
Identity Attack0.18546575
Insult0.047935467
Profanity0.023516348
Threat0.009929225
Severe Toxicity0.005531311
Low Tox 0.17198499 Moderate Con 0.48
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Mexico and South America will not be there in 20 years (2045) and 10 years (2035) thota Prasad cousin informs me.
Mexico and South America will not be there in 20 years (2045) and 10 years (2035) thota Prasad cousin informs me.
Identity Attack0.17769934
Insult0.032248367
Profanity0.021876704
Threat0.02492592
Severe Toxicity0.0065612793
Low Tox 0.17111848 Moderate Con 0.347
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
If Caucasian people go to a different country and try to force their culture, it’s colonization. If other cultures come to North America and force their culture, it’s celebrated.
If Caucasian people go to a different country and try to force their culture, it’s colonization. If other cultures come to North America and force their culture, it’s celebrated.
Identity Attack0.20483385
Insult0.031036375
Profanity0.024131214
Threat0.009359611
Severe Toxicity0.0045204163
Low Tox 0.17025198 Moderate Con 0.314 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It’s funny because Indians are the highest earning ethnicity in America 😂
It’s funny because Indians are the highest earning ethnicity in America 😂
Identity Attack0.17459276
Insult0.03312982
Profanity0.043415543
Threat0.007314181
Severe Toxicity0.0063705444
Low Tox 0.17025198 Low Con 0.232 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Tyler you should start by moving back to Europe because North America belongs to native not Europeans
Tyler you should start by moving back to Europe because North America belongs to native not Europeans
Identity Attack0.10293542
Insult0.043250903
Profanity0.020032106
Threat0.007857903
Severe Toxicity0.0039100647
Low Tox 0.16851899 Low Con 0.126 Moral_Argument
Feb 11, 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.