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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: "Over the years I have …" 1,624 comments · Page 40 of 65
And it's not even multi-culturism, all those immigrants (500k per year), are from india...
And it's not even multi-culturism, all those immigrants (500k per year), are from india...
Identity Attack0.1444726
Insult0.026960457
Profanity0.016616182
Threat0.006427396
Severe Toxicity0.0030136108
Low Tox 0.12260055 Low Con 0.291 Unverified_Claim
Jan 6, 2026 1 likes New rules, regulations take effect …
79,000 people brought in on a fake premise. I guarantee these people were not vetted, at all. I'm all for diversity, as our Country has been for over a 100 years, but these people need …
79,000 people brought in on a fake premise. I guarantee these people were not vetted, at all. I'm all for diversity, as our Country has been for over a 100 years, but these people need to go back home and stop stealing the jobs and wealth of our Country, Canada is not a economical handout.
Identity Attack0.017967897
Insult0.0670459
Profanity0.012482914
Threat0.0069646453
Severe Toxicity0.00166893
Low Tox 0.12260055 Constructive 0.636 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Identity Attack0.09162762
Insult0.04910661
Profanity0.015932998
Threat0.0067769317
Severe Toxicity0.0029182434
Low Tox 0.121732734 Constructive 0.787 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on …
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on the amount of wrecks on the highway when i head west now ......we need some serious changes this is not the canada i loved 20 years ago.
Identity Attack0.0102854045
Insult0.07460167
Profanity0.0166845
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.121732734 Constructive 0.634 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS IF the couple has been married 40 years and the co-repondent gets pulled forward in the exact same way psychologically. IR, TIME MOVES FORWARD.
Identity Attack0.09824528
Insult0.035443626
Profanity0.018392462
Threat0.0067057298
Severe Toxicity0.0030136108
Low Tox 0.12086493 Constructive 0.588 Personal_Narrative
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
My parents paid into the tax system for 80 years. Ask me how they are treated? It's beyond gross. They gave everything for this country. And what they got in return? Medically? Financially? You have …
My parents paid into the tax system for 80 years. Ask me how they are treated? It's beyond gross. They gave everything for this country. And what they got in return? Medically? Financially? You have no idea. And im stuck dealing with it. When I should be doing things to help our country. My education and skills are going to waste.
Identity Attack0.0024233595
Insult0.06285016
Profanity0.022354934
Threat0.006699257
Severe Toxicity0.0015354156
Low Tox 0.12086493 Constructive 0.659 Personal_Narrative
Mar 2, 2026 'We do know that there's …
I went to Dairy Queen a year ago and was like, "woww i never been in here before" I went in and there were like 30 flies flying around the counter and the indian cashier …
I went to Dairy Queen a year ago and was like, "woww i never been in here before" I went in and there were like 30 flies flying around the counter and the indian cashier did not seem bothered 😭 I never went back there
Identity Attack0.10221587
Insult0.029163294
Profanity0.056441884
Threat0.009929225
Severe Toxicity0.004749298
Low Tox 0.12086493 Constructive 0.523
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
3 years... for someone to get citizenship is such a joke...
3 years... for someone to get citizenship is such a joke...
Identity Attack0.0052906936
Insult0.06617179
Profanity0.015454767
Threat0.007094103
Severe Toxicity0.0016784668
Low Tox 0.119997114 Low Con 0.189 Policy_Critique
Feb 4, 2026 Canada’s new rules in 2026
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs …
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs for him coz company hires international students and mostly from that country.😢
Identity Attack0.10221587
Insult0.030375287
Profanity0.011577694
Threat0.006220264
Severe Toxicity0.0028419495
Low Tox 0.119997114 Constructive 0.606
Sep 30, 2025 IRCC Names India in Study …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Identity Attack0.10221587
Insult0.0573046
Profanity0.021535112
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.11912931 Constructive 0.812 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for …
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for generations to come.
Identity Attack0.04667538
Insult0.061451588
Profanity0.015420608
Threat0.007197669
Severe Toxicity0.0023269653
Low Tox 0.1182615 Constructive 0.532 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
They are still not hiring Canadians. So many have been trying for years and they are still hiring immigrants
They are still not hiring Canadians. So many have been trying for years and they are still hiring immigrants
Identity Attack0.11396073
Insult0.027605021
Profanity0.01220964
Threat0.006576272
Severe Toxicity0.0022697449
Low Tox 0.1182615 Moderate Con 0.421 Economic_Argument
Jan 21, 2026 20 likes Why Canada’s immigration system has …
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals. Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration. That is …
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals. Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration. That is an approximate increase of 17%. This increase caused problems with housing, health care, jobs and increased cost to taxpayers because of costs associated with providing services to fake asylum seekers.
Identity Attack0.0543092
Insult0.062150877
Profanity0.011509376
Threat0.0063626673
Severe Toxicity0.0019454956
Low Tox 0.11652588 Constructive 0.718 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
What? We hit it several years ago!
What? We hit it several years ago!
Identity Attack0.004236255
Insult0.014124917
Profanity0.026317406
Threat0.13815513
Severe Toxicity0.0051116943
Low Tox 0.11652588 Moderate Con 0.371
Jan 20, 2026 Why Canada’s immigration system has …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants pay Canadians social security checks after they have been here a while is bogus propaganda. Canadians may want to take people in knowing they will be a burden to taxpayers and that's one thing, we do have big hearts, but the truth should be told to the taxpayers who end up paying for it. Don't you think?
Identity Attack0.051808115
Insult0.060927123
Profanity0.013166099
Threat0.0064144502
Severe Toxicity0.0020503998
Low Tox 0.11652588 Constructive 0.716
Aug 13, 2018 1 likes How much do refugees and …
Lmao i lived in brampton for a year almost a decade ago now and immidiately knew where talking about
Lmao i lived in brampton for a year almost a decade ago now and immidiately knew where talking about
Identity Attack0.016259583
Insult0.026831545
Profanity0.110447146
Threat0.008194493
Severe Toxicity0.0060272217
Low Tox 0.115658075 Moderate Con 0.413 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
We should remigrate the last 40 years of immigration, legal and illegal.
We should remigrate the last 40 years of immigration, legal and illegal.
Identity Attack0.084182754
Insult0.024768941
Profanity0.0127561875
Threat0.008789998
Severe Toxicity0.0032424927
Low Tox 0.115658075 Low Con 0.252 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
The fact that all those that came from the years when they mass migrated are from 1 state in India is suspicious
The fact that all those that came from the years when they mass migrated are from 1 state in India is suspicious
Identity Attack0.10221587
Insult0.029604018
Profanity0.023516348
Threat0.007249452
Severe Toxicity0.003452301
Low Tox 0.115658075 Low Con 0.19
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada being destroyed from within and it barely took 6 years.
Canada being destroyed from within and it barely took 6 years.
Identity Attack0.028418748
Insult0.02982438
Profanity0.013576009
Threat0.039256934
Severe Toxicity0.0034713745
Low Tox 0.11440011 Low Con 0.196 Fear_Threat
Feb 12, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
Most Indians that immigrated to Brampton in the 70’s and 80’s don’t interact/gel with the people who’ve immigrated in the last 2-3 years. That lady in the green shirt summarized it well.
Most Indians that immigrated to Brampton in the 70’s and 80’s don’t interact/gel with the people who’ve immigrated in the last 2-3 years. That lady in the green shirt summarized it well.
Identity Attack0.104676254
Insult0.031697463
Profanity0.01442999
Threat0.0064597605
Severe Toxicity0.002632141
Low Tox 0.11419344 Constructive 0.625
Oct 8, 2025 1,374 likes Inside Canada's Indian Metropolis (Brampton)
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
Identity Attack0.04822223
Insult0.05027775
Profanity0.014498309
Threat0.006809296
Severe Toxicity0.0023174286
Low Tox 0.1140901 Moderate Con 0.469 Policy_Critique
Feb 25, 2026 'We do know that there's …
One day Canada will become a very very big colony for india in few years to come 😀
One day Canada will become a very very big colony for india in few years to come 😀
Identity Attack0.10221587
Insult0.029383656
Profanity0.016957775
Threat0.010602405
Severe Toxicity0.004711151
Low Tox 0.1140901 Low Con 0.154
Aug 25, 2025 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.