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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: "Because, that he is deserved …" 99 comments · Page 3 of 4
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Identity Attack0.4006267
Insult0.16875735
Profanity0.03389629
Threat0.010757755
Severe Toxicity0.0127685545
Moderate 0.3722269 Moderate Con 0.305 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Identity Attack0.44690517
Insult0.24928534
Profanity0.04216301
Threat0.017156094
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.494 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
Identity Attack0.38176915
Insult0.18107465
Profanity0.10982819
Threat0.11309616
Severe Toxicity0.020257099
Moderate 0.36095104 Low Con 0.238 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Identity Attack0.09868781
Insult0.022727542
Profanity0.0007536907
Threat0.038384434
Severe Toxicity0.000033606437
Moderate 0.3411403
Dec 10, 2025
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful …
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful country that all Canadians loved and deserve to have it back! SEND THEM BACK! LOOK AFTER CANADIANS FIRST! THIS IS OUR COUNTRY NOT THEIRS!! 😡 😡🤬🤬🤬
Identity Attack0.30103904
Insult0.1935001
Profanity0.029050145
Threat0.025789235
Severe Toxicity0.018384963
Moderate 0.33836752 Moderate Con 0.365
Sep 11, 2025 Why Canadians Are Turning Against …
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 …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Corrupt officials deserve to be exposed and punished.. Also the strip mall colleges for giving fake degrees.
Corrupt officials deserve to be exposed and punished.. Also the strip mall colleges for giving fake degrees.
Identity Attack0.024801146
Insult0.26957804
Profanity0.02973333
Threat0.14169718
Severe Toxicity0.008354187
Moderate 0.31547862 Low Con 0.24
Sep 29, 2025 IRCC Names India in Study …
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...
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 …
No, they’re not, they voted for this! So they’re not sick of it, they actually want more of it! And they want us to be less safe, and they don’t want us to be able …
No, they’re not, they voted for this! So they’re not sick of it, they actually want more of it! And they want us to be less safe, and they don’t want us to be able to protect yourself against criminal individuals. There you go. If you try to protect yourself in Canada and you’ve hurt the individual breaking into your home, trying to maybe be murder you, you get in trouble not the perpetrator.. what a wonderful world… Canada, and I’m Canadian, you’re getting everything you deserve you voted for it.. so STFU UP.. I blame you..
Identity Attack0.10221587
Insult0.23704576
Profanity0.03840541
Threat0.13815513
Severe Toxicity0.01412424
Low Tox 0.29953843 Moderate Con 0.412
Sep 11, 2025 Why Canadians Are Turning Against …
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So …
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So there you go, better go study Hindi before the complete take over.
Identity Attack0.3043136
Insult0.10587067
Profanity0.016172111
Threat0.009799767
Severe Toxicity0.008049011
Low Tox 0.28674445 Low Con 0.156
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
Absolutely need to remove the fraudulent visa holders. Even if they are citizens now, they don't deserve it.
Absolutely need to remove the fraudulent visa holders. Even if they are citizens now, they don't deserve it.
Identity Attack0.10221587
Insult0.16853803
Profanity0.022901481
Threat0.13313138
Severe Toxicity0.008163452
Low Tox 0.2786282 Low Con 0.291
Oct 1, 2025 IRCC Names India in Study …
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
Identity Attack0.26155844
Insult0.077136256
Profanity0.015249812
Threat0.010550622
Severe Toxicity0.0074768066
Low Tox 0.24924077 Low Con 0.215 Call_To_Action
Jun 20, 2025 How Canada broke its immigration …
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
Identity Attack0.120924085
Insult0.06652143
Profanity0.035148825
Threat0.13448004
Severe Toxicity0.014188796
Low Tox 0.24763705 Low Con 0.182 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Identity Attack0.17381613
Insult0.06794841
Profanity0.040910475
Threat0.033386398
Severe Toxicity0.010147095
Low Tox 0.23812068 Low Con 0.211
Aug 28, 2025 Why Canadians Are Turning Against …
Nobody is going to the USA? Huh? And those that do go there, well, they deserve it. Just stay away from that unstable country.
Nobody is going to the USA? Huh? And those that do go there, well, they deserve it. Just stay away from that unstable country.
Identity Attack0.033228662
Insult0.08653287
Profanity0.00037343163
Threat0.0035887193
Severe Toxicity0.000008950863
Low Tox 0.2161736
Dec 10, 2025
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely …
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely not what I’m saying. I’m saying that our healthcare system is burdened, how can we take care of other people when we can’t afford to even take care of anybody here at this point. Do you know how many patients I have who have immigrated to Canada and their elite 60s and 70s, can’t speak a word of English and didn’t contribute anything to our economy yet their family members leave them in the hospital because they can’t walk and talk the way they used to, and refuse to take them home.
Identity Attack0.03894114
Insult0.07872037
Profanity0.07385241
Threat0.0074824756
Severe Toxicity0.005340576
Low Tox 0.17631748 Constructive 0.726
Jan 9, 2026 Deportations From Canada at Their …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. In this particular case, the smuggler was not Punjabi but a Hindu who was speaking Hindi. Incidents like this increase the frustration among some Punjabis and contribute to the demand for greater autonomy or a separate homeland. Many feel they are tired of being blamed or judged because of actions that are not even connected to their community. That's why we ask for separate land from them bcz we are fed up too.
Identity Attack0.1714862
Insult0.06267534
Profanity0.039407436
Threat0.015947454
Severe Toxicity0.0060653687
Low Tox 0.15932569 Constructive 0.813 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. In this particular case, the smuggler was not Punjabi but a Hindu who was speaking Hindi. Incidents like this increase the frustration among some Punjabis and contribute to the demand for greater autonomy or a separate homeland. Many feel they are tired of being blamed or judged because of actions that are not even connected to their community. That's why we ask for separate land from them bcz we are fed up too.
Identity Attack0.17070955
Insult0.06285016
Profanity0.03915693
Threat0.016120117
Severe Toxicity0.0061035156
Low Tox 0.15932569 Constructive 0.813 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge …
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge of becoming a third world poor nation with high rents, auper high grocery and taxes whereas new immigrants get job offers that (Canadians and PR holders deserve), welfare benefits not aimed at veterans and elderly Canadians instead it is aimed at young refugees and new immigrants, all thanks to our liberal government
Identity Attack0.084182754
Insult0.076819435
Profanity0.016616182
Threat0.0074436385
Severe Toxicity0.0039863586
Low Tox 0.15656179 Constructive 0.582
Dec 25, 2025 1 likes Deportations From Canada at Their …
Ha ha. You deserve this by voting leftist 😂 and liberal
Ha ha. You deserve this by voting leftist 😂 and liberal
Identity Attack0.058856625
Insult0.057890166
Profanity0.022559889
Threat0.008919456
Severe Toxicity0.0037002563
Low Tox 0.15213956 Low Con 0.158
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
Identity Attack0.06249457
Insult0.045007613
Profanity0.025497584
Threat0.008323951
Severe Toxicity0.0037002563
Low Tox 0.12867521 Constructive 0.506 Moral_Argument
Feb 3, 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.