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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: "What are about the native …" 498 comments · Page 11 of 20
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
Identity Attack0.38318536
Insult0.0838533
Profanity0.05543986
Threat0.018537397
Severe Toxicity0.015221698
Moderate 0.32182294 Low Con 0.265
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when you are natives if you're not don't cry
Identity Attack0.36702603
Insult0.16795322
Profanity0.030639706
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.32182294 Moderate Con 0.462
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country …
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country a couple of Hundred years ago, it was stolen, invaded and completely white washed. Unfortunately no immigrant see Canada for what it should have been under the native people of Canada...so why are you scapegoating it when you're getting a taste of your own medicine. Claiming victimhood doesn't solve anything I guess...
Identity Attack0.36702603
Insult0.1823172
Profanity0.035649836
Threat0.0116639575
Severe Toxicity0.012962224
Moderate 0.31963667 Constructive 0.627
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The natives have same questions for the whites who came to their land
The natives have same questions for the whites who came to their land
Identity Attack0.3817989
Insult0.0818789
Profanity0.075792134
Threat0.009463178
Severe Toxicity0.012359619
Moderate 0.31963667 Low Con 0.257 Comparative_Framing
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The Europeans drove the Natives out now the Europeans are being displaced by Indians in Canada
The Europeans drove the Natives out now the Europeans are being displaced by Indians in Canada
Identity Attack0.38215697
Insult0.12702756
Profanity0.037904397
Threat0.011922873
Severe Toxicity0.0126394415
Moderate 0.31963667 Low Con 0.22
Sep 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why assimilate at all honestly it feels so good no need to speak French or English I only speak English at school even that is interrupted by speaking desi languages like Punjabi Hindi Urdu and others like we can integrate but never assimilate and also not to mention stereotypes you guys do on us so we just say if they gonna treat us negatively why not just take jobs and business we aren’t gonna be treated any better so why not make most out of it and why you guys mad other people have their own communities culture and language you guys were also immigrants not even immigrants but colonizers who literally gcided the natives also why you mad like they are successful and made their own community and support eachother that’s why they aren’t homeless they support eachother and are willing to compromise
Identity Attack0.29951343
Insult0.14150882
Profanity0.17987521
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.31825066 Constructive 0.747 Personal_Narrative
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Don't make Fun of Indians because Native Peaple of Canada are also indians This is a Jealousy Don't spread hate indians work so Hard Day andNight
Don't make Fun of Indians because Native Peaple of Canada are also indians This is a Jealousy Don't spread hate indians work so Hard Day andNight
Identity Attack0.36873037
Insult0.16766082
Profanity0.032643758
Threat0.008945347
Severe Toxicity0.009727478
Moderate 0.31686464 Constructive 0.503
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
My man here says lets ask some native Canadians then goes to ask some white people... 👍🏾
My man here says lets ask some native Canadians then goes to ask some white people... 👍🏾
Identity Attack0.38185352
Insult0.076185785
Profanity0.030639706
Threat0.009359611
Severe Toxicity0.009918213
Moderate 0.3140926 Moderate Con 0.317 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
Identity Attack0.37730414
Insult0.13245803
Profanity0.02836696
Threat0.007249452
Severe Toxicity0.008506775
Moderate 0.31132057 Moderate Con 0.323 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
As a black and native Canadian i don't love how you're only calling white people Canadian I also don't love how you speak to foreigners in broken English.
As a black and native Canadian i don't love how you're only calling white people Canadian I also don't love how you speak to foreigners in broken English.
Identity Attack0.38185352
Insult0.09563028
Profanity0.054437835
Threat0.0076766624
Severe Toxicity0.008277893
Moderate 0.30993456 Constructive 0.621 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
Identity Attack0.18705739
Insult0.070799805
Profanity0.080318145
Threat0.02803385
Severe Toxicity0.019740647
Moderate 0.30993456 Low Con 0.176 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
lmao yall deserve it for whatchyall did to ur natives good luck i guess
lmao yall deserve it for whatchyall did to ur natives good luck i guess
Identity Attack0.14875233
Insult0.11978693
Profanity0.19524631
Threat0.044925548
Severe Toxicity0.023076924
Moderate 0.30716252 Low Con 0.283
Jan 27, 2026 Inside Canada's Indian Invasion...
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Identity Attack0.30103904
Insult0.06687108
Profanity0.078378424
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.30539915 Low Con 0.274 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
Identity Attack0.11512129
Insult0.21135417
Profanity0.08775374
Threat0.00713294
Severe Toxicity0.0075912476
Moderate 0.30464804 Moderate Con 0.486 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
“Native Canadians” and “Whites”?😂!
“Native Canadians” and “Whites”?😂!
Identity Attack0.37432748
Insult0.07998765
Profanity0.028776871
Threat0.007637825
Severe Toxicity0.010528564
Moderate 0.30464804 Low Con 0.224 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Native canadian? U mean white people?
Native canadian? U mean white people?
Identity Attack0.3817989
Insult0.07555214
Profanity0.027820412
Threat0.00746953
Severe Toxicity0.008239746
Moderate 0.30464804 Low Con 0.288 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
indians are the native.... 😂😅
indians are the native.... 😂😅
Identity Attack0.36702603
Insult0.08533409
Profanity0.07870171
Threat0.00951496
Severe Toxicity0.016190045
Moderate 0.30427247 Low Con 0.192
Jun 19, 2025 1 likes How Canada broke its immigration …
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
Identity Attack0.3802808
Insult0.083359696
Profanity0.019485557
Threat0.010058682
Severe Toxicity0.008773804
Moderate 0.30427247 Low Con 0.226 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since …
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since we conquered natives give them money way more than a white Canadian,and the chiefs get half a million spread among buddies live off reserve still no clean water definitely no oversight by government. I get taxed to pay immigrants welfare they do not get taxed and are practicing sharia law. Wife says partner left she has 4 to 6 kids 1800 a month per kid plus welfare benefits x 4 wives plus the husband collects on his own and the younger immigrants work shitty jobs while white kids can't get a summer job. The husband also takes a good portion of generous benefits to buy guns hide in mosques for coming jihadGovernment does nothing they loot western canada they will be gone as soon as they stolen enough . Taking our free speech turning canada into a communist hellscape. I havecollapsed arches they want 50 k but get this i still have to wait 3 yrs for a bed. How much will that cost in 3 years? Ive been paying into healthcare 52 years i want my money back.They expect us to give money to everyone sorry im for canada. They invest money in ridiculous climate scam b.s proven to not work carney doesn't care Brookfield and blackrock he is heavily invested in this government is the biggest threat to canada not Donald Trump.103 conflicts of interest 28trips around the world 3 times a lifetime carbon footprint this asshole globalist wef communist does not care about Canadians im too old im stuck here they just want me to take maid save money.
Identity Attack0.33352965
Insult0.14512913
Profanity0.03915693
Threat0.010447056
Severe Toxicity0.01159668
Moderate 0.30136615 Constructive 0.554
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
Your know the white man is not native to the American continent right ?
Your know the white man is not native to the American continent right ?
Identity Attack0.36702603
Insult0.076502606
Profanity0.050930742
Threat0.008556974
Severe Toxicity0.010223389
Moderate 0.30136615 Low Con 0.23 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada was/is native indian land... The rest of us dont belong here.
Canada was/is native indian land... The rest of us dont belong here.
Identity Attack0.3780483
Insult0.08533409
Profanity0.022969801
Threat0.0069905366
Severe Toxicity0.00919342
Low Tox 0.29953843 Low Con 0.284 Identity_Assertion
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
Identity Attack0.3758158
Insult0.09563028
Profanity0.048175167
Threat0.024235269
Severe Toxicity0.014188796
Low Tox 0.29953843 Moderate Con 0.372 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for …
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for being physically less attractive..we are dark and short....there is an internal conflict happening right now....not sure where i want to spend rest of my life....
Identity Attack0.36702603
Insult0.11978693
Profanity0.03690237
Threat0.009618527
Severe Toxicity0.013607788
Low Tox 0.29771072 Constructive 0.642
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.