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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: "As a North American, WE …" 29 comments · Page 1 of 2
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a …
Ya we had one , shit on a city bus , bit, but thats not thay bad, considering. What they do in india and considering this is supposed to be , you know , a western country , north america , that should only have native americans , arctic natives and white people in it!!!!! But yeah, you know only one s*** from an Indian person.On a public boss isn't a big deal that the numbers of public s**** have gone down!!!!! 🙄😮‍💨🤢!!!! Fuk those people. But raping, people. And being dumb AF . Is completely of.!¡! 😌
Identity Attack0.5135796
Insult0.5678696
Profanity0.6001929
Threat0.5140729
Severe Toxicity0.51028454
Toxic 0.7105462 Moderate Con 0.332 Identity Attack Insult Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the …
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the benefit of the country. Go to Markham or Richmond and it's 80%+ chinese. Vaughan is mostly Italians. So many areas of the country has had immigrant populations like Brampton does. Then you give an outright racist a platform of about 4 minutes in this video to say such BS that Indians eat poop, and Africans have sub 80 IQ. It's infuriating to see this content.....and from an American no less. You then highlight a survey about quality life and make an implication that it has anything to do with immigration. Guess what, you ask that quality of life to any city in North America and they will almost guarantee that quality of life has decreased since the pandemic mostly because of inflation and the economy...not because of some immigrants coming here to take low paying jobs that white don't want to do. It's the same BS that Americans do with blaming Mexicans and Somalians. Only dumb people actually buy into this xenophobic crap that media producers like you promote.
Identity Attack0.40351558
Insult0.6336687
Profanity0.34827787
Threat0.019573374
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.566 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Did white people who flooded North America in the 1800s assimilate to the ways of the Native Americans? No. Why is that never called a 'White Invasion.' This is a crap video just meant to …
Did white people who flooded North America in the 1800s assimilate to the ways of the Native Americans? No. Why is that never called a 'White Invasion.' This is a crap video just meant to sow division amongst groups of people. But at least this guy has got his views.
Identity Attack0.50125694
Insult0.4794537
Profanity0.46460027
Threat0.018537397
Severe Toxicity0.03680043
Moderate 0.568186 Moderate Con 0.47 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not …
lol european immigrants turned canada to north american europe and now their hypocrisy. The same narrative as always, they come here and steal our jobs, then at the same time they say they do not work. What a braindead talk. White people are the minority? There are 1000 cities with vast majority of white people...one area it is not the case and they say "Oh no, canada is not white anymore". Always the same strategies LOL...Sidenote: Canada was originally exactly NOT white as european immigrants stole it. Period. Canada was built by immigrants and with colonial money from india.
Identity Attack0.55044734
Insult0.4986907
Profanity0.11725569
Threat0.011120236
Severe Toxicity0.023880709
Moderate 0.51869136 Moderate Con 0.389 Identity Attack Identity_Assertion
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
We must remigrate every foreigner in North America. Canada for Canadians. America for Americans. Mexico for Mexicans.
Identity Attack0.5983441
Insult0.18977246
Profanity0.07047026
Threat0.34804323
Severe Toxicity0.06488878
Moderate 0.4838166 Low Con 0.214 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my …
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my ID so i took my American Passport with me as a substitute and I showed the bouncer and he let me in the dive bar and i sat down to order and I hear an Old Polish dude with a accent tell his buddy "well at least we know its legal" as i turned to say "let me see your ID cause your accent is not american" as he started talking shit out loud and I told him" look at the foriegner telling a Mexican American man who is Native to the Americas with Native American ancestry that he does not belong in North America" my friends had my back and the bartneder gave me a free drink and stopped serving the Moron.... want to know something funny... I was born and raised in Brooklyn parkslope and went to a Polish Catholic school from Pre k to kindergarten and i was the only non polish person in the school and I spoke some words in polish as my baby sitter was an old polish woman.
Identity Attack0.4931391
Insult0.4339631
Profanity0.46222726
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.47772613 Constructive 0.686 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The math doesn't lie. How does a country of 1.4 billion geniuses, artists, and innovators offer fewer opportunities than Canada, with just 40 million people? Simple: India's failure is one of governance, not potential. It's …
The math doesn't lie. How does a country of 1.4 billion geniuses, artists, and innovators offer fewer opportunities than Canada, with just 40 million people? Simple: India's failure is one of governance, not potential. It's a pathetic betrayal of its people, forcing its most talented to flee their own vibrant civilization for the comfort of a managed, North American Icebox. What a colossal waste.
Identity Attack0.2772088
Insult0.4718924
Profanity0.055940874
Threat0.008090926
Severe Toxicity0.01121521
Moderate 0.4269174 Moderate Con 0.36 Comparative_Framing
Oct 4, 2025 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...
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
Identity Attack0.10221587
Insult0.26957804
Profanity0.11725569
Threat0.011612174
Severe Toxicity0.015867263
Moderate 0.39441586 Low Con 0.21
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Identity Attack0.44690517
Insult0.15343215
Profanity0.057944927
Threat0.009100696
Severe Toxicity0.012283325
Moderate 0.34757367 Low Con 0.276 Economic_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that …
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that can be used to produce and consume. and all along they encourage these people to be proud of their new condition. this last remaining colonial dominion is ugly, vile, immoral, criminal, inhumane. hopefully the north american union soon occurs so to finally rid the continent of this evil corruption.
Identity Attack0.12735364
Insult0.3388922
Profanity0.06195303
Threat0.036149003
Severe Toxicity0.013995127
Moderate 0.3286776 Low Con 0.28 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
Identity Attack0.38238457
Insult0.12159709
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0127685545
Moderate 0.3245134 Low Con 0.293 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
If I was an indigenous “Native (North) American” I’d be ashamed and furious at how brainwashed (by the tribe of Israel) the modern yt person is to just give back the land that my ancestors …
If I was an indigenous “Native (North) American” I’d be ashamed and furious at how brainwashed (by the tribe of Israel) the modern yt person is to just give back the land that my ancestors bled for and lost to any random brownoid from any corner of the globe. We won this land after conquest and we should respect it and ourselves by keeping it traditional to our culture.
Identity Attack0.28034934
Insult0.16480011
Profanity0.0913099
Threat0.010421164
Severe Toxicity0.011062622
Low Tox 0.28857216 Moderate Con 0.489 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana don't like to assimilate to American cultures.
Identity Attack0.28622448
Insult0.046178754
Profanity0.024609445
Threat0.007586042
Severe Toxicity0.0052261353
Low Tox 0.22445217 Constructive 0.684
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudue said he would help the indians,we just figured he meant north american indians not india.
Trudue said he would help the indians,we just figured he meant north american indians not india.
Identity Attack0.12735364
Insult0.02982438
Profanity0.014771583
Threat0.0071199946
Severe Toxicity0.002708435
Low Tox 0.11450345 Moderate Con 0.463
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The native American felt the same when European immigrants were settling in North America
The native American felt the same when European immigrants were settling in North America
Identity Attack0.08087392
Insult0.021610579
Profanity0.021740068
Threat0.007301235
Severe Toxicity0.002632141
Low Tox 0.104795754 Low Con 0.281
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
'canada' was full of native (north) americans
'canada' was full of native (north) americans
Identity Attack0.07673789
Insult0.025929155
Profanity0.018665737
Threat0.0067057298
Severe Toxicity0.0026512146
Low Tox 0.104795754 Low Con 0.25 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US for good futures some have already started and taking their skills with them. Canada dies not need high levels it needs more affordable homes, better paying jobs, etc do they can have kids and increase the population organically. Parts of Canada dont even look like a North American country. As an immigrant I can tell you that it would be better if Canadians could afford to have more kids
Identity Attack0.04023018
Insult0.028061481
Profanity0.016001316
Threat0.0076637166
Severe Toxicity0.0023651123
Low Tox 0.07371122 Constructive 0.743 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the reality.
Identity Attack0.006955597
Insult0.021481665
Profanity0.011902207
Threat0.008815889
Severe Toxicity0.0014972687
Low Tox 0.051563308 Low Con 0.3
Jan 3, 2026 3 likes New rules, regulations take effect …
Wonder what native Americans stories were like when Europeam emigrated to north America
Wonder what native Americans stories were like when Europeam emigrated to north America
Identity Attack0.021987455
Insult0.012604907
Profanity0.013780965
Threat0.0072753434
Severe Toxicity0.0013446808
Low Tox 0.039226998 Low Con 0.295 Comparative_Framing
Oct 3, 2025 29 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.