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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: "This is the work of …" 1,725 comments · Page 50 of 69
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work …
I believe there is at least half a million people from India in Canada maybe 90% of those have already overstayed their welcome in Canada and they're getting away with it they go to work for Indian trucking companies that paid them as contractors so the company pays them as contractors and it's up to that employee whether or not they file their taxes while they can't even they don't even have a social insurance number
Identity Attack0.07425626
Insult0.023608726
Profanity0.0138151245
Threat0.0064144502
Severe Toxicity0.0021457672
Low Tox 0.09394901 Constructive 0.592 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Identity Attack0.1007269
Insult0.023479814
Profanity0.012448754
Threat0.0061425893
Severe Toxicity0.0022602081
Low Tox 0.09394901 Low Con 0.277 Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and they wouldn't believe me when I was showing pictures of how I was treated.. I'm 27 with a 9 yr old still living with my parent because I can't afford to find a place when I can't find a full time job. AND IV APPLIED AT MCDONALD'S, ALL RETAIL/FOOD. The government won't help my disabled dad even tho he's disabled from working for 35+ years
Identity Attack0.034816213
Insult0.032248367
Profanity0.017777596
Threat0.0072106146
Severe Toxicity0.0029754639
Low Tox 0.09351514 Constructive 0.806
Aug 27, 2025 Why Canadians Are Turning Against …
it not just Brampton it all over Ontario my little town of wallaceburg just over night after covid we seen raise in the indian. i can't even get work cause of it.
it not just Brampton it all over Ontario my little town of wallaceburg just over night after covid we seen raise in the indian. i can't even get work cause of it.
Identity Attack0.062039822
Insult0.025155678
Profanity0.016411226
Threat0.0071070488
Severe Toxicity0.002670288
Low Tox 0.09308127 Constructive 0.609 Economic_Argument
Sep 20, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just …
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just for them?
Identity Attack0.038167715
Insult0.028832749
Profanity0.012004685
Threat0.0079873605
Severe Toxicity0.0019454956
Low Tox 0.09308127 Constructive 0.551 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
they lwk chill and hard working only issue is the culture mix happening
they lwk chill and hard working only issue is the culture mix happening
Identity Attack0.033011556
Insult0.022255141
Profanity0.028230323
Threat0.009281937
Severe Toxicity0.0033950806
Low Tox 0.09308127 Moderate Con 0.326 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll …
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll be judged by my looks, I will be a tourist of course but yeah.
Identity Attack0.06431354
Insult0.022512967
Profanity0.019690514
Threat0.0070034824
Severe Toxicity0.0020313263
Low Tox 0.09308127 Constructive 0.657 Personal_Narrative
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose …
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose to point fingers. Behind every smile is struggle, loneliness, and silent battles but we still wake up every day and work twice as hard without complaining
Identity Attack0.06613251
Insult0.02373764
Profanity0.011253181
Threat0.0064532873
Severe Toxicity0.0016593933
Low Tox 0.09308127 Constructive 0.672 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. Europe will be gone soon as well.
Identity Attack0.058401883
Insult0.025800243
Profanity0.015523086
Threat0.0077672824
Severe Toxicity0.0021457672
Low Tox 0.09308127 Moderate Con 0.348 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Identity Attack0.07177465
Insult0.022577424
Profanity0.011253181
Threat0.006809296
Severe Toxicity0.0019359589
Low Tox 0.0926474 Moderate Con 0.381 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
working to be broke in ontario thats why i left ontario a decade ago
working to be broke in ontario thats why i left ontario a decade ago
Identity Attack0.024600167
Insult0.027218282
Profanity0.013678487
Threat0.008582866
Severe Toxicity0.002040863
Low Tox 0.0926474 Moderate Con 0.376 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Identity Attack0.02238941
Insult0.03665562
Profanity0.010296722
Threat0.006097279
Severe Toxicity0.0012779236
Low Tox 0.091913216 Moderate Con 0.359 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then …
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then there is the let’s get people to work cheaper than Canadians do and then wonder why Canadians aren’t taking those jobs . Can Canadians just be concerned about Canadians sometimes ? A. Leftist government would not implement these laws if they were not extremely popular . Let democracy thrive without demonizing people who just want to lead their country in a different direction .
Identity Attack0.03919895
Insult0.03136692
Profanity0.014395831
Threat0.0074048014
Severe Toxicity0.0018692017
Low Tox 0.09112182 Constructive 0.73 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to have a multi cultural society. Where have different ways of life coexisted in peace? No where and look to Europe now and Canada on a few years for proof.
Identity Attack0.056582913
Insult0.024511116
Profanity0.011082385
Threat0.0068999166
Severe Toxicity0.0020122528
Low Tox 0.09112182 Constructive 0.554 Fear_Threat
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that …
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that use to be quiet and empty now is packed with mostly if not all indians. They are getting dropped off by public transit in groups of 10+ on all four sides of the street.
Identity Attack0.06476828
Insult0.022899706
Profanity0.01442999
Threat0.00866054
Severe Toxicity0.0023555756
Low Tox 0.09033044 Constructive 0.571 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Identity Attack0.012340514
Insult0.015340924
Profanity0.017504321
Threat0.02855184
Severe Toxicity0.003490448
Low Tox 0.09033044 Low Con 0.197 Humor_Satire
Feb 24, 2026 Canadian immigration officers investigating hundreds …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Identity Attack0.038167715
Insult0.030375287
Profanity0.017845914
Threat0.0072235605
Severe Toxicity0.0021266937
Low Tox 0.09033044 Constructive 0.576 Policy_Critique
Sep 29, 2025 36 likes IRCC Names India in Study …
Maybe I need to work in the department of immigration. Then again I would be disliked for doing my work the right way.....🤦🏾‍♂️
Maybe I need to work in the department of immigration. Then again I would be disliked for doing my work the right way.....🤦🏾‍♂️
Identity Attack0.038425524
Insult0.020708188
Profanity0.013200258
Threat0.0066086366
Severe Toxicity0.0016593933
Low Tox 0.09033044 Moderate Con 0.377
Sep 29, 2025 IRCC Names India in Study …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and free EVERYTHING! I made 30 thousand working and paying for them...GAWD help us all that have put our entire lives into paying for other people and countries well being, maybe one day Canada will put me first and make sure I can afford to eat in this country
Identity Attack0.058401883
Insult0.024640027
Profanity0.012004685
Threat0.0060066585
Severe Toxicity0.0021076202
Low Tox 0.08953904 Constructive 0.716 Personal_Narrative
Feb 27, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
Identity Attack0.05976611
Insult0.022190686
Profanity0.012961143
Threat0.0067834044
Severe Toxicity0.0019454956
Low Tox 0.08953904 Constructive 0.631 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants …
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants allowed in to the country. Canadian youth born here simply can not find entry level work, I am not anti immigration, I am for limited immigration with better vetting.
Identity Attack0.057492398
Insult0.024124376
Profanity0.010279642
Threat0.006602164
Severe Toxicity0.0019264221
Low Tox 0.08953904 Constructive 0.757 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
Identity Attack0.008028535
Insult0.025413504
Profanity0.029596692
Threat0.0066151097
Severe Toxicity0.0023078918
Low Tox 0.08716487 Low Con 0.277
Sep 21, 2018 4 likes How much do refugees and …
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Identity Attack0.06749674
Insult0.021868404
Profanity0.016616182
Threat0.0064597605
Severe Toxicity0.0018787384
Low Tox 0.08637348 Moderate Con 0.395 Unverified_Claim
Oct 28, 2025 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.