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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "They are nice people until …" 98 comments · Page 4 of 4
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly …
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly started cropping up since 2018. Seems like the younger immigrants bring their rivalrys and feuds over here.
Identity Attack0.16801116
Insult0.035443626
Profanity0.022833163
Threat0.00704232
Severe Toxicity0.0032806396
Low Tox 0.15269235 Constructive 0.763
Dec 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I rather Sikhs they’re nice people
I rather Sikhs they’re nice people
Identity Attack0.10221587
Insult0.02657372
Profanity0.039657943
Threat0.009903334
Severe Toxicity0.007209778
Low Tox 0.14082454 Moderate Con 0.416 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job not meant for us Canadians. Entire work place blasting Punjabi music and speaking in another language. Imagine feeling foreign in your own country while trying to work.
Identity Attack0.116281845
Insult0.0350029
Profanity0.015420608
Threat0.006543908
Severe Toxicity0.0030708313
Low Tox 0.12867521 Constructive 0.682 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
Indians are nice people usually. There are just tooooo many of them.
Indians are nice people usually. There are just tooooo many of them.
Identity Attack0.109318495
Insult0.030375287
Profanity0.04491858
Threat0.008103873
Severe Toxicity0.004558563
Low Tox 0.12867521 Moderate Con 0.416 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India business owners here have been charging upwards of $10,000 for the promise of a permanent residency. Many of these people are human trafficked after the fact in a cruel and fraudulent arrangement. We need …
India business owners here have been charging upwards of $10,000 for the promise of a permanent residency. Many of these people are human trafficked after the fact in a cruel and fraudulent arrangement. We need to do what America is doing and clean house, but maybe a bit more nicely than they are.
Identity Attack0.061130337
Insult0.061276767
Profanity0.018255826
Threat0.007741391
Severe Toxicity0.0024223328
Low Tox 0.12086493 Constructive 0.605
Sep 29, 2025 2 likes IRCC Names India in Study …
I spent 9 years in brampton, honestly indian people were always super nice... yes there were some outliers but there's outliers in every race.... people are people there are good and bad people everywhere.
I spent 9 years in brampton, honestly indian people were always super nice... yes there were some outliers but there's outliers in every race.... people are people there are good and bad people everywhere.
Identity Attack0.10221587
Insult0.026831545
Profanity0.044668075
Threat0.008220384
Severe Toxicity0.00459671
Low Tox 0.11336674 Constructive 0.726
Sep 27, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
They are nice people until they con Grandma out of her lifes savings.
They are nice people until they con Grandma out of her lifes savings.
Identity Attack0.0050687063
Insult0.026058068
Profanity0.026044132
Threat0.013702838
Severe Toxicity0.0019741058
Low Tox 0.10913446 Moderate Con 0.309 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is too nice and is being taken advantage of. This money spent should be charged to the people being deported if they don’t comply. We need to stop immigration 100% until Canada gets a …
Canada is too nice and is being taken advantage of. This money spent should be charged to the people being deported if they don’t comply. We need to stop immigration 100% until Canada gets a hold on the people already here. One in one out !!!
Identity Attack0.06567776
Insult0.022190686
Profanity0.011133623
Threat0.011172019
Severe Toxicity0.0030899048
Low Tox 0.10870059 Moderate Con 0.377 Policy_Critique
Jan 6, 2026 Deportations From Canada at Their …
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
Identity Attack0.061130337
Insult0.028722567
Profanity0.012414595
Threat0.0065050707
Severe Toxicity0.0019359589
Low Tox 0.104361884 Constructive 0.634
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
The governance of Canada produced that church full of homeless people, so the government has imported a cohesive family friendly culturally united community. It would have been nice if Canada could have simply nurtured its …
The governance of Canada produced that church full of homeless people, so the government has imported a cohesive family friendly culturally united community. It would have been nice if Canada could have simply nurtured its own people to support a Canadian culture. . . but that's not profitable. It seems that to survive in the face of Canadian Liberal governance . . . native Canadians need to learn from the Indians . . . to look after themselves in each community.
Identity Attack0.052490227
Insult0.026315894
Profanity0.010587076
Threat0.0059160385
Severe Toxicity0.0016117096
Low Tox 0.081625134 Constructive 0.521
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what happens when you are “too nice” of a country ….people take advantage of you
This is what happens when you are “too nice” of a country ….people take advantage of you
Identity Attack0.008694496
Insult0.026960457
Profanity0.014942379
Threat0.0065115434
Severe Toxicity0.0014877319
Low Tox 0.07845957 Moderate Con 0.319 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They’re nice people but ya I’ve seen a grip out here in Arizona 😅
They’re nice people but ya I’ve seen a grip out here in Arizona 😅
Identity Attack0.023193322
Insult0.024124376
Profanity0.022696527
Threat0.008362788
Severe Toxicity0.00207901
Low Tox 0.06421452 Moderate Con 0.452 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Identity Attack0.04512853
Insult0.020450363
Profanity0.012038844
Threat0.006272047
Severe Toxicity0.001449585
Low Tox 0.06025757 Constructive 0.628 Solidarity
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Tyler, I know u tried 😂. Brampton is ok. Nice people. Nothing to see here
Identity Attack0.0058456613
Insult0.019547975
Profanity0.020920247
Threat0.008052089
Severe Toxicity0.0018405914
Low Tox 0.045625936 Moderate Con 0.425 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
Identity Attack0.04306607
Insult0.015416925
Profanity0.015010698
Threat0.0066798385
Severe Toxicity0.0018978119
Low Tox 0.044883765 Constructive 0.689 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All the people were being nice not saying what they really think.
All the people were being nice not saying what they really think.
Identity Attack0.0037737815
Insult0.014732921
Profanity0.014088398
Threat0.006822242
Severe Toxicity0.0010061264
Low Tox 0.03309893 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
they are actually nice people
they are actually nice people
Identity Attack0.008879486
Insult0.011236899
Profanity0.02167175
Threat0.008686432
Severe Toxicity0.0020885468
Low Tox 0.026263772 Moderate Con 0.42
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Identity Attack0.0103594
Insult0.009070885
Profanity0.016137952
Threat0.007365964
Severe Toxicity0.0014400482
Low Tox 0.018723432 Moderate Con 0.447 Solidarity
Jan 27, 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.