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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: "How they are going to …" 2,613 comments · Page 76 of 105
After watching this I don’t think I’m going to go to Canada.
After watching this I don’t think I’m going to go to Canada.
Identity Attack0.040745795
Insult0.02173949
Profanity0.011936366
Threat0.007586042
Severe Toxicity0.0021839142
Low Tox 0.09611836 Moderate Con 0.348 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
Identity Attack0.011765319
Insult0.026831545
Profanity0.017026093
Threat0.010964886
Severe Toxicity0.002822876
Low Tox 0.09611836 Moderate Con 0.36 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
Identity Attack0.016259583
Insult0.030926194
Profanity0.011646013
Threat0.011612174
Severe Toxicity0.0019741058
Low Tox 0.09568449 Moderate Con 0.393 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent east India. Now in all parts of Canada. Not to say there isn't chinese filipino.Everything else here.But, yeah, east indian is number one right now 🎉
Identity Attack0.09162762
Insult0.022770792
Profanity0.01620627
Threat0.006925808
Severe Toxicity0.002298355
Low Tox 0.09568449 Constructive 0.579 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You choose to go to a French speaking area so you should learn French. As simple as that
You choose to go to a French speaking area so you should learn French. As simple as that
Identity Attack0.028016793
Insult0.025026767
Profanity0.017982552
Threat0.0070164283
Severe Toxicity0.0022125244
Low Tox 0.09525062 Low Con 0.262 Policy_Critique
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Liberal government needs to go, just that simple!
Liberal government needs to go, just that simple!
Identity Attack0.021083053
Insult0.028502205
Profanity0.016137952
Threat0.00951496
Severe Toxicity0.0022506714
Low Tox 0.09481675 Low Con 0.15 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
time to go home
time to go home
Identity Attack0.008620501
Insult0.02122384
Profanity0.02023706
Threat0.012181788
Severe Toxicity0.0030326843
Low Tox 0.09438288 Moderate Con 0.414
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
they have to go back
they have to go back
Identity Attack0.017465452
Insult0.021803947
Profanity0.021330157
Threat0.016465442
Severe Toxicity0.0030517578
Low Tox 0.09438288 Moderate Con 0.319 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Identity Attack0.041261412
Insult0.020321451
Profanity0.011680172
Threat0.007521313
Severe Toxicity0.0019359589
Low Tox 0.09394901 Low Con 0.243
Jan 17, 2026 Canada’s new rules in 2026
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
Identity Attack0.020078164
Insult0.023608726
Profanity0.017504321
Threat0.010395273
Severe Toxicity0.0022888184
Low Tox 0.09394901 Low Con 0.248 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
PJ go home 🌍 ✈️
PJ go home 🌍 ✈️
Identity Attack0.0064006294
Insult0.03489272
Profanity0.026727317
Threat0.009411395
Severe Toxicity0.0038146973
Low Tox 0.09308127 Moderate Con 0.414 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Get them out of Canada. They are only going to be a liability, not an asset.
Get them out of Canada. They are only going to be a liability, not an asset.
Identity Attack0.024801146
Insult0.026960457
Profanity0.01309778
Threat0.011068452
Severe Toxicity0.0021266937
Low Tox 0.09308127 Low Con 0.162
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Identity Attack0.0543092
Insult0.02122384
Profanity0.012585391
Threat0.0066798385
Severe Toxicity0.0017166138
Low Tox 0.0926474 Low Con 0.254
Dec 30, 2025 Deportations From Canada at Their …
Canada's broke baby taxes going ⬆️
Canada's broke baby taxes going ⬆️
Identity Attack0.017967897
Insult0.03235855
Profanity0.0157622
Threat0.0070034824
Severe Toxicity0.002117157
Low Tox 0.0926474 Low Con 0.172 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Identity Attack0.06431354
Insult0.023608726
Profanity0.012141321
Threat0.0065697995
Severe Toxicity0.0015163422
Low Tox 0.091913216 Moderate Con 0.403
Sep 27, 2025 19 likes IRCC Names India in Study …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Immigration = housing shortages, rent/price increases, businesses can undercut wages and creates more job competition for everyone. Waiting lists for surgery, appointments and less money to upgrade hospitals. Less money to improve all social services. …
Immigration = housing shortages, rent/price increases, businesses can undercut wages and creates more job competition for everyone. Waiting lists for surgery, appointments and less money to upgrade hospitals. Less money to improve all social services. I could go on. You get the point yet?
Identity Attack0.048737846
Insult0.021481665
Profanity0.009903891
Threat0.006155535
Severe Toxicity0.0019359589
Low Tox 0.091913216 Constructive 0.64 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Im go to India and turn into USA culture
Im go to India and turn into USA culture
Identity Attack0.057492398
Insult0.015796926
Profanity0.025770858
Threat0.011249693
Severe Toxicity0.0045776367
Low Tox 0.09112182 Low Con 0.283 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Identity Attack0.031722516
Insult0.020256994
Profanity0.013234417
Threat0.012699619
Severe Toxicity0.0024604797
Low Tox 0.09112182 Low Con 0.216 Question
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the pictures of food do look good. My aunt called the phone number because she wanted to order food from there, but she heard strange voices in the background and the person on the phone kept saying they are closed. This place even has a drive thru and menu, but is never open. I've seen quite a few cars in the parking lot at night. Idk, but I think something sketchy is going on there because the people there are all indians.
Identity Attack0.008953481
Insult0.029493837
Profanity0.032643758
Threat0.0077672824
Severe Toxicity0.0022888184
Low Tox 0.09033044 Constructive 0.66 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
Identity Attack0.0068446035
Insult0.029163294
Profanity0.013473531
Threat0.011819307
Severe Toxicity0.0025177002
Low Tox 0.08874765 Constructive 0.543 Humor_Satire
Feb 15, 2026 30 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)
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 …

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.