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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: "WE NEED TO DO WHAT …" 2,035 comments · Page 58 of 82
Reimmigration needed now
Reimmigration needed now
Identity Attack0.047706615
Insult0.015264924
Profanity0.016752819
Threat0.008556974
Severe Toxicity0.0032043457
Low Tox 0.09308127 Moderate Con 0.316 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And what is going on behind closed govt doors. How do you live in a broken system. We all need to stand as one and say and do no more. But you only know what you know till you learn more. Stay strong and groovy.
Identity Attack0.014048826
Insult0.035333443
Profanity0.012038844
Threat0.00636914
Severe Toxicity0.0012969971
Low Tox 0.0926474 Constructive 0.762 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to …
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to benefit as the end result so it’s like a loan
Identity Attack0.007029593
Insult0.046764325
Profanity0.017026093
Threat0.006272047
Severe Toxicity0.0015258789
Low Tox 0.0926474 Low Con 0.171
Jan 28, 2018 3 likes How much do refugees and …
Canada needs a Christian revival
Canada needs a Christian revival
Identity Attack0.06749674
Insult0.01819439
Profanity0.017094411
Threat0.008194493
Severe Toxicity0.0031661987
Low Tox 0.0926474 Low Con 0.167 Identity_Assertion
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
You need to do a video sbout hamilton ontario lol
You need to do a video sbout hamilton ontario lol
Identity Attack0.009767435
Insult0.021610579
Profanity0.027547138
Threat0.008815889
Severe Toxicity0.0029182434
Low Tox 0.091913216 Low Con 0.245 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think it’s a rush decision. Canada needs skilled worker to fill labor shortage and should welcome people truly threatened by political persecution. The problem in Canada is treating large amount unskilled economical migrants as …
I think it’s a rush decision. Canada needs skilled worker to fill labor shortage and should welcome people truly threatened by political persecution. The problem in Canada is treating large amount unskilled economical migrants as political asylum seekers.
Identity Attack0.03894114
Insult0.03070583
Profanity0.011970525
Threat0.008362788
Severe Toxicity0.0017356873
Low Tox 0.091913216 Constructive 0.572 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
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 …
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Identity Attack0.06294931
Insult0.020772645
Profanity0.011167783
Threat0.006641001
Severe Toxicity0.001707077
Low Tox 0.09033044 Moderate Con 0.39
Sep 20, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton and we left in 2009. Canada is and has been cooked for years. We need saving desperately. A country of 30 million cannot sustain an influx from a country with …
I grew up in Brampton and we left in 2009. Canada is and has been cooked for years. We need saving desperately. A country of 30 million cannot sustain an influx from a country with a billion people.
Identity Attack0.026408968
Insult0.030485468
Profanity0.015079016
Threat0.0071070488
Severe Toxicity0.002231598
Low Tox 0.09033044 Constructive 0.585 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
She seem to be right about the point she is making but no need to be rude- the form matters
She seem to be right about the point she is making but no need to be rude- the form matters
Identity Attack0.0038292783
Insult0.032909457
Profanity0.020100424
Threat0.0066668927
Severe Toxicity0.0012302399
Low Tox 0.09033044 Constructive 0.515 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
If you over stay your visit or here illegally then you need to leave no matter the country you are currently in
If you over stay your visit or here illegally then you need to leave no matter the country you are currently in
Identity Attack0.03249594
Insult0.01929015
Profanity0.014225035
Threat0.00823333
Severe Toxicity0.0019836426
Low Tox 0.08953904 Moderate Con 0.309 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
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 …
Carney and multinational still need cheap labour immagration makes them richer.
Carney and multinational still need cheap labour immagration makes them richer.
Identity Attack0.022188433
Insult0.0279513
Profanity0.012995303
Threat0.006912862
Severe Toxicity0.0015354156
Low Tox 0.08953904 Low Con 0.246
Jan 3, 2026 1 likes New rules, regulations take effect …
If you are here illegally or have expired paperwork, then you need to leave. The authorities need to find and deport those who are here illegally.
If you are here illegally or have expired paperwork, then you need to leave. The authorities need to find and deport those who are here illegally.
Identity Attack0.038683333
Insult0.0198058
Profanity0.012380436
Threat0.011767523
Severe Toxicity0.0019073486
Low Tox 0.08874765 Moderate Con 0.376 Policy_Critique
Sep 28, 2025 371 likes IRCC Names India in Study …
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), …
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), but I've been noticing something unusual about the degrees coming out of India. This is something that the government needs to pay attention to. Big companies like Hydro One, Toronto Hydro believe everything under the sun, I guarantee you, if they can do a thorough investigation, something may come out, "something not good".
Identity Attack0.04023018
Insult0.032468732
Profanity0.01620627
Threat0.0069646453
Severe Toxicity0.0019931793
Low Tox 0.08874765 Constructive 0.72 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I like the dude on bike. You need people like that.
I like the dude on bike. You need people like that.
Identity Attack0.006178642
Insult0.020708188
Profanity0.024062896
Threat0.020436687
Severe Toxicity0.0044822693
Low Tox 0.08795626 Moderate Con 0.477 Solidarity
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If …
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If we are going to need immigration to support the elderly in retirement in Canada then we should at least build up and not give everyone a house. In highly populated areas like this more emphasis needs to be placed on high rise apartments to free up farmland. Immigrants pay a butload of taxes. It is a double edged sword.
Identity Attack0.04667538
Insult0.027841117
Profanity0.017709278
Threat0.0067316215
Severe Toxicity0.0022792816
Low Tox 0.08795626 Constructive 0.754 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Like there going any were except too the Hilton double tree to wait 10 years for there first hearing bring in ice and tell them we don't need them or like them! As old dr …
Like there going any were except too the Hilton double tree to wait 10 years for there first hearing bring in ice and tell them we don't need them or like them! As old dr Robert strange of Nova Scotia says LOCK It down!
Identity Attack0.0061046463
Insult0.028392024
Profanity0.015523086
Threat0.01508414
Severe Toxicity0.0026130676
Low Tox 0.08716487 Moderate Con 0.405 Policy_Critique
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we …
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we need to have Per Country Quota.
Identity Attack0.0543092
Insult0.026702631
Profanity0.013234417
Threat0.0075083673
Severe Toxicity0.0024223328
Low Tox 0.08716487 Constructive 0.754 Policy_Critique
Jun 29, 2025 How Canada broke its immigration …
This is why immigration enforcement is needed
This is why immigration enforcement is needed
Identity Attack0.042550452
Insult0.015264924
Profanity0.015591404
Threat0.00948907
Severe Toxicity0.0031089783
Low Tox 0.08637348 Low Con 0.233 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
these people knew the program was ending these people need to go home 👋🏾 🎈
these people knew the program was ending these people need to go home 👋🏾 🎈
Identity Attack0.0075845607
Insult0.026960457
Profanity0.015591404
Threat0.008738215
Severe Toxicity0.0022220612
Low Tox 0.08637348 Low Con 0.212
Nov 27, 2025 Quebec Ends Economic Immigration Program …

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.