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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: "why are Europeans the only …" 323 comments · Page 4 of 13
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves …
It's infuriating and heartbreaking watching my hometown of Surrey British Columbia be totally taken over with not one ounce of respect or common courtesy for our land and its people 🤬the immigrants keep to themselves only hire family and friends refuse to learn the language the whole culture is Superior and exclusive but we're look down on if Canadians speak up‼️they might as well be spitting in our faces😢🤬P.S to anyone in the comments don't gave me the bull€hit Europeans and natives scenario that was years ago does not affect anyone living today and why would you want the same evils put on Canadian citizens now 🤦‍♀️😬
Identity Attack0.46028158
Insult0.4196762
Profanity0.27342406
Threat0.036149003
Severe Toxicity0.040387187
Moderate 0.44393396 Constructive 0.614
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. …
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. If I were ever asked I choose Any European countries over India without thinking a second thought
Identity Attack0.46028158
Insult0.34548226
Profanity0.2600683
Threat0.036149003
Severe Toxicity0.034110364
Moderate 0.4421347 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever …
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever will.
Identity Attack0.48949075
Insult0.40243408
Profanity0.058445938
Threat0.00780612
Severe Toxicity0.017029278
Moderate 0.4421347 Moderate Con 0.479 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. …
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. he is seriously confused about his identity.. send him to Rawalpindi for 3 months to learn his identity.
Identity Attack0.44690517
Insult0.35849577
Profanity0.39409557
Threat0.13785169
Severe Toxicity0.023927659
Moderate 0.44002727 Moderate Con 0.415
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank god for the hardworking asians. Europeans just stole the continent. It's over
Thank god for the hardworking asians. Europeans just stole the continent. It's over
Identity Attack0.5135796
Insult0.28997475
Profanity0.12727508
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.302 Identity Attack Solidarity
Feb 16, 2026 Inside Canada's Indian Invasion...
European also killed native American and turned out into Christian country 😂😂 this is truth indian don't killed native American
European also killed native American and turned out into Christian country 😂😂 this is truth indian don't killed native American
Identity Attack0.46028158
Insult0.15556364
Profanity0.19155724
Threat0.38377953
Severe Toxicity0.045767322
Moderate 0.43720075 Low Con 0.221
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Identity Attack0.50515443
Insult0.25602314
Profanity0.29209393
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.32 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three levels especially that they pepper sprayed someone, if it was a group of white people doing that I bet they would be out of the woodwork denouncing it. Why can't Canada bring in Europeans, Americans, Japanese, people from Taiwan and Central and South Americans, we essentially get f---ed over and get the leftovers
Identity Attack0.45610145
Insult0.38852
Profanity0.35094926
Threat0.03787563
Severe Toxicity0.02406851
Moderate 0.4269174 Constructive 0.619
Aug 25, 2025 Why Canadians Are Turning Against …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.13717735
Severe Toxicity0.10702737
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
Canadas european invasion is also crazy
Canadas european invasion is also crazy
Identity Attack0.40713623
Insult0.43296707
Profanity0.11168506
Threat0.008401625
Severe Toxicity0.019224197
Moderate 0.4269174 Low Con 0.209 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
We will use immigration to destroy their nations. - Famous European Banking Family.
We will use immigration to destroy their nations. - Famous European Banking Family.
Identity Attack0.44690517
Insult0.15698463
Profanity0.09744903
Threat0.34889272
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.132 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
Identity Attack0.37507164
Insult0.40189892
Profanity0.20808282
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.41168427 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
You yourself is Europeans invaders Scion
You yourself is Europeans invaders Scion
Identity Attack0.37507164
Insult0.35016364
Profanity0.18786818
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.41168427 Low Con 0.162 Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Keep cryin boomers, the land of america isnt your birthright how insanely delusional you have to be to think that. Indians have better relations with the real americans than european colonizers who ironically refer to …
Keep cryin boomers, the land of america isnt your birthright how insanely delusional you have to be to think that. Indians have better relations with the real americans than european colonizers who ironically refer to the natives as indians too
Identity Attack0.38215697
Insult0.40243408
Profanity0.119731516
Threat0.010964886
Severe Toxicity0.02077355
Moderate 0.40891263 Low Con 0.246 Moral_Argument
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are …
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are peaceful people...and Punjabis are good for community they feed homeless people for free. You must hate muslims not hindus or indians..they are peace loving people
Identity Attack0.5051593
Insult0.26957804
Profanity0.07805514
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.575 Identity Attack
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical …
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical care because you’re old… Yah sneaky way of performing a genocide. Typical liberalifascist government I quote Trudeau on the open borders immigration strategy; ‘The very concept of a national founded by European settlers is offensive to me. Old Stock white Canadians are an unpleasant relic & quite frankly replaceable. And we will replace them.’ So you tell me what group of people do they want dead?
Identity Attack0.42615733
Insult0.39743927
Profanity0.07643871
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.459
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
Identity Attack0.46028158
Insult0.34237885
Profanity0.22429734
Threat0.032695748
Severe Toxicity0.024631912
Moderate 0.4014846 Moderate Con 0.43 Solidarity
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Wonder how the natives feel about these European land thieves living on native lands.
Wonder how the natives feel about these European land thieves living on native lands.
Identity Attack0.38826546
Insult0.41767508
Profanity0.096805766
Threat0.010757755
Severe Toxicity0.016964722
Moderate 0.4014846 Low Con 0.206
Jan 27, 2026 Inside Canada's Indian Invasion...
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment …
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment warriors will come with their inhumane racism but what I said is true
Identity Attack0.3825363
Insult0.38852
Profanity0.11354194
Threat0.013113883
Severe Toxicity0.021548226
Moderate 0.4014846 Moderate Con 0.318 Moral_Argument
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Well the natives never got a chance to think about demographic replacement, they all were brought to death. It's hypocritical for Europeans(White) to talk about demographic replacement, when in reality they are immigrants themselves
Identity Attack0.46028158
Insult0.3416952
Profanity0.16031636
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.422 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Identity Attack0.46028158
Insult0.26957804
Profanity0.06345607
Threat0.02613456
Severe Toxicity0.021548226
Moderate 0.39987978 Low Con 0.227 Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Identity Attack0.46028158
Insult0.24928534
Profanity0.08322773
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.182 Humor_Satire
Oct 12, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)

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.