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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: "I am Native American. At …" 111 comments · Page 2 of 5
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile …
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile our people come to work legally and earn money, they work minimum wage but build up and eventually become CEOs. We work while you sleep, simple as that. Seems more like jealousy to me.
Identity Attack0.5135796
Insult0.34203702
Profanity0.06946823
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.517 Identity Attack Moral_Argument
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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)
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)
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought nothing but misery in india. So now, they want to be intrusive by immigrating to Canada.
Identity Attack0.49855098
Insult0.36798462
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.022839356
Moderate 0.43475235 Low Con 0.296 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Identity Attack0.48915586
Insult0.33964422
Profanity0.104876526
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.342 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 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...
If legally entered then its not invasion, invasion is what Americans did to wipe out native red Indians.
If legally entered then its not invasion, invasion is what Americans did to wipe out native red Indians.
Identity Attack0.5124616
Insult0.24424846
Profanity0.12991914
Threat0.13815513
Severe Toxicity0.023293832
Moderate 0.41910073 Low Con 0.245 Identity Attack Moral_Argument
Jan 28, 2026 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)
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Identity Attack0.33352965
Insult0.43158367
Profanity0.096805766
Threat0.011327368
Severe Toxicity0.016641939
Moderate 0.40614098 Low Con 0.187 Comparative_Framing
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
These ENTITLED whites think It's their land The same is happening to them what they did to native Americans, Karma always payback
These ENTITLED whites think It's their land The same is happening to them what they did to native Americans, Karma always payback
Identity Attack0.46028158
Insult0.26395
Profanity0.10797132
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.238 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Now Native Americans are no where to be found. What happened to them. May be it is time to return their lands and we all must move out of Americas. We white American whine too …
Now Native Americans are no where to be found. What happened to them. May be it is time to return their lands and we all must move out of Americas. We white American whine too much.
Identity Attack0.46028158
Insult0.26395
Profanity0.09098661
Threat0.022163315
Severe Toxicity0.02116089
Moderate 0.4013387 Moderate Con 0.374
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Indians were native Americans, now when Indians come, you complain? Indians rejoin :)
Indians were native Americans, now when Indians come, you complain? Indians rejoin :)
Identity Attack0.45348886
Insult0.16124763
Profanity0.06145202
Threat0.012751401
Severe Toxicity0.017739398
Moderate 0.37073207 Low Con 0.248 Humor_Satire
Dec 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
A country that is slave to American talking about invasion bro your country's people exterminated the native people and built a nation on blood and theft. Before commenting on other communities , reflect on that …
A country that is slave to American talking about invasion bro your country's people exterminated the native people and built a nation on blood and theft. Before commenting on other communities , reflect on that genocide, you people did .
Identity Attack0.32768643
Insult0.21135417
Profanity0.058946952
Threat0.1115629
Severe Toxicity0.021548226
Moderate 0.36095104 Low Con 0.281 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is already stolen land, after wiping entire race of native American now sitting as a owner..!
Canada is already stolen land, after wiping entire race of native American now sitting as a owner..!
Identity Attack0.3758158
Insult0.24767025
Profanity0.025770858
Threat0.020954676
Severe Toxicity0.01412424
Moderate 0.36095104 Low Con 0.174 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and …
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and Indian not back their country!
Identity Attack0.40255263
Insult0.14512913
Profanity0.04667213
Threat0.010705971
Severe Toxicity0.01502803
Moderate 0.34757367 Moderate Con 0.391 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
it´s funny to see a bunch of white guys complaining about how they are losing their country and demographic replacement when Canada and USA are native american land and you did a demographic replacement to …
it´s funny to see a bunch of white guys complaining about how they are losing their country and demographic replacement when Canada and USA are native american land and you did a demographic replacement to the natives
Identity Attack0.39773783
Insult0.1505596
Profanity0.043415543
Threat0.009100696
Severe Toxicity0.011062622
Moderate 0.3389984 Low Con 0.296 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
People keep bringing up the Native Americans like a girlfriend who was cheated on 200 years ago. Can we not move TF on.
People keep bringing up the Native Americans like a girlfriend who was cheated on 200 years ago. Can we not move TF on.
Identity Attack0.20483385
Insult0.24928534
Profanity0.2761231
Threat0.010058682
Severe Toxicity0.016706496
Moderate 0.3389984 Moderate Con 0.459 Identity_Assertion
Nov 3, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Identity Attack0.3817989
Insult0.16124763
Profanity0.054437835
Threat0.01101667
Severe Toxicity0.013801457
Moderate 0.33421695 Moderate Con 0.314 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 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.