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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 #}

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Active: "Most Canadians are not against …" 3,707 comments · Page 57 of 149
I love how Tyler interviews EVERYONE, even Indian-Canadians. And even THEY agree this whole thing upsets them. They don't WANT India's BS there.
I love how Tyler interviews EVERYONE, even Indian-Canadians. And even THEY agree this whole thing upsets them. They don't WANT India's BS there.
Identity Attack0.33060804
Insult0.16883044
Profanity0.1612468
Threat0.008362788
Severe Toxicity0.011749268
Moderate 0.30527395 Constructive 0.664 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian people should blame their govt
Canadian people should blame their govt
Identity Attack0.36702603
Insult0.082372494
Profanity0.04792466
Threat0.013372798
Severe Toxicity0.008811951
Moderate 0.30527395 Low Con 0.249
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Americans are facing issues with Indian origin border inspectors. if you don't stop this non sense. America will target Indian Canadians. Respect the American Passport Holders.
Americans are facing issues with Indian origin border inspectors. if you don't stop this non sense. America will target Indian Canadians. Respect the American Passport Holders.
Identity Attack0.36873037
Insult0.11172232
Profanity0.02023706
Threat0.025961896
Severe Toxicity0.008773804
Moderate 0.30514878 Constructive 0.532 Fear_Threat
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
At the same rates that canadians who have given their lives NOT THE SAME. And Islam prohibits assimilation so just stop. Repayment give me a break, lol. MY CHILDREN WILL END UP PAYING. give your …
At the same rates that canadians who have given their lives NOT THE SAME. And Islam prohibits assimilation so just stop. Repayment give me a break, lol. MY CHILDREN WILL END UP PAYING. give your fairy tale to to someone else.
Identity Attack0.29188538
Insult0.14874944
Profanity0.023243073
Threat0.0100069
Severe Toxicity0.011138916
Moderate 0.30502358 Moderate Con 0.348
Jun 18, 2019 1 likes How much do refugees and …
I am so sick of this as a Canadian, it's unbelievable. If you showed me this in a satirical comedy show 10 years ago, I would say it's too overboard to be funny. But here …
I am so sick of this as a Canadian, it's unbelievable. If you showed me this in a satirical comedy show 10 years ago, I would say it's too overboard to be funny. But here we are! I'm moving to the United States because of this. And before you ask, yes, I am proudly a racist. That doesn't mean I hate anyone or I want harm towards anybody, I just don't want to become a minority in my own country :)
Identity Attack0.28034934
Insult0.18107465
Profanity0.051181246
Threat0.008712323
Severe Toxicity0.00869751
Moderate 0.30502358 Constructive 0.636 Identity_Assertion
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Identity Attack0.25140062
Insult0.24928534
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.008583069
Moderate 0.30502358 Low Con 0.278
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
They ruin the indians reputation that have assimilated into the canadian culture
They ruin the indians reputation that have assimilated into the canadian culture
Identity Attack0.37222284
Insult0.08533409
Profanity0.03915693
Threat0.014393489
Severe Toxicity0.00919342
Moderate 0.30502358 Low Con 0.242 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Soluttion >>>>>>> Deportation. Come on Canadians, it's time to have our country back!
Identity Attack0.29951343
Insult0.07491849
Profanity0.018665737
Threat0.03787563
Severe Toxicity0.015415368
Moderate 0.30502358 Low Con 0.269
Sep 19, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. …
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. You lot claim no corruption and the superior moral ground yet a villager from a 3rd world country is able to scam your system. Only Canadians can support this logic.
Identity Attack0.33060804
Insult0.18107465
Profanity0.022628209
Threat0.010938995
Severe Toxicity0.0090408325
Moderate 0.30502358 Moderate Con 0.333 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Identity Attack0.31307843
Insult0.20201176
Profanity0.027273865
Threat0.010265815
Severe Toxicity0.01159668
Moderate 0.30502358 Constructive 0.679 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
For Canadians Be Happy at least they aren't gonna blow themselves or a Christian Church.
For Canadians Be Happy at least they aren't gonna blow themselves or a Christian Church.
Identity Attack0.31892163
Insult0.0836065
Profanity0.043916557
Threat0.13815513
Severe Toxicity0.012962224
Moderate 0.3048984 Low Con 0.267 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and …
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and disrespectful. I hate going anywhere that attracts a lot of tourists. They feel entitled, most do not try to be more Canadian. If I went to another country I would respect their ways and culture.
Identity Attack0.27340925
Insult0.24928534
Profanity0.04592061
Threat0.039256934
Severe Toxicity0.010223389
Moderate 0.3048984 Constructive 0.623 Identity_Assertion
Jan 28, 2026 9 likes Inside Canada's Indian Invasion...
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've taken a tonne of opportunity from Canadians, reduced the quality of our education system making domestic Canadians unlikely to get any employment and the students also exploit the system to work. They all need a place to live and many are exploiting the government for benefits on top of driving up housing prices because of the scarcity they're actively causing.
Identity Attack0.10409598
Insult0.30326313
Profanity0.026863953
Threat0.007948523
Severe Toxicity0.0074386597
Moderate 0.3048984 Constructive 0.649 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The thumbnail is wrong. It shows the Canadian flag, it should be the lgbt flag. We don’t fly the Canadian flag anymore. The rot is too deep
The thumbnail is wrong. It shows the Canadian flag, it should be the lgbt flag. We don’t fly the Canadian flag anymore. The rot is too deep
Identity Attack0.28034934
Insult0.15485314
Profanity0.06646215
Threat0.01086132
Severe Toxicity0.010681152
Moderate 0.3048984 Moderate Con 0.365 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Identity Attack0.37292135
Insult0.19967617
Profanity0.031641733
Threat0.017156094
Severe Toxicity0.01302678
Moderate 0.3048984 Constructive 0.674 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Identity Attack0.06340405
Insult0.2838064
Profanity0.049177196
Threat0.0071588317
Severe Toxicity0.0066375732
Moderate 0.3048984 Low Con 0.235 Unverified_Claim
Jan 27, 2026 3,025 likes Inside Canada's Indian Invasion...
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
Identity Attack0.14661247
Insult0.25998658
Profanity0.020851927
Threat0.007301235
Severe Toxicity0.0059890747
Moderate 0.3047732 Moderate Con 0.417 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian immigration system has become politically corrupted.
Canadian immigration system has become politically corrupted.
Identity Attack0.19298288
Insult0.25205973
Profanity0.03690237
Threat0.00780612
Severe Toxicity0.005874634
Moderate 0.3047732 Low Con 0.127 Policy_Critique
Dec 17, 2025 IRCC Names India in Study …
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Identity Attack0.16159154
Insult0.26957804
Profanity0.022764845
Threat0.0071070488
Severe Toxicity0.004863739
Moderate 0.3047732 Low Con 0.196 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
PISSED? Tell Mark Carney. I know of apartments that are owned by immigrants who became Canadians and they only rent to immigrants (their own people). It almost seems that the rental laws don't apply to …
PISSED? Tell Mark Carney. I know of apartments that are owned by immigrants who became Canadians and they only rent to immigrants (their own people). It almost seems that the rental laws don't apply to them.
Identity Attack0.22261032
Insult0.24171697
Profanity0.12727508
Threat0.007547205
Severe Toxicity0.010223389
Moderate 0.3047732 Constructive 0.636
Aug 25, 2025 88 likes Why Canadians Are Turning Against …
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...
Canadian immigration fraud is extremely common !
Canadian immigration fraud is extremely common !
Identity Attack0.2949366
Insult0.16883044
Profanity0.017982552
Threat0.007301235
Severe Toxicity0.008239746
Moderate 0.30464804 Low Con 0.27 Unverified_Claim
Jan 1, 2026 2 likes IRCC Names India in Study …

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.