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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: "USA is now on the …" 407 comments · Page 12 of 17
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
It is a joke that Canadian condemn ICE in usa.
It is a joke that Canadian condemn ICE in usa.
Identity Attack0.051808115
Insult0.03158728
Profanity0.013200258
Threat0.00636914
Severe Toxicity0.001821518
Low Tox 0.10045706 Low Con 0.175 Moral_Argument
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
If USA gives me PR I wish to leave Canada India it’s no more my hometown
If USA gives me PR I wish to leave Canada India it’s no more my hometown
Identity Attack0.06522302
Insult0.021868404
Profanity0.014293353
Threat0.00967031
Severe Toxicity0.00333786
Low Tox 0.09958932 Moderate Con 0.385 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Identity Attack0.029144434
Insult0.032689095
Profanity0.011184863
Threat0.0067834044
Severe Toxicity0.0015544891
Low Tox 0.0926474 Moderate Con 0.388 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
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...
Sell Canada to usa
Sell Canada to usa
Identity Attack0.04512853
Insult0.01819439
Profanity0.019553876
Threat0.014048163
Severe Toxicity0.0037574768
Low Tox 0.09112182 Low Con 0.279 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada send those to usa.. that reason.. not to usa
Canada send those to usa.. that reason.. not to usa
Identity Attack0.053854458
Insult0.019741343
Profanity0.01354185
Threat0.0074824756
Severe Toxicity0.002002716
Low Tox 0.09033044 Low Con 0.222 Comparative_Framing
Oct 3, 2025 IRCC Names India in Study …
Former immigrants have been furious of new comers , this issue has now wildly happened all over Eu , Australia , Usa and Cananda .
Former immigrants have been furious of new comers , this issue has now wildly happened all over Eu , Australia , Usa and Cananda .
Identity Attack0.06158508
Insult0.02264188
Profanity0.01084327
Threat0.006925808
Severe Toxicity0.001783371
Low Tox 0.09033044 Moderate Con 0.459
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Identity Attack0.052944973
Insult0.025155678
Profanity0.0113385795
Threat0.00636914
Severe Toxicity0.0021839142
Low Tox 0.08795626 Low Con 0.189
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
The government in Canada and the USA allow human trafficking because they're complicit and benefit from it why else would they allow it
The government in Canada and the USA allow human trafficking because they're complicit and benefit from it why else would they allow it
Identity Attack0.023796257
Insult0.028832749
Profanity0.0137468055
Threat0.0074824756
Severe Toxicity0.002231598
Low Tox 0.085582085 Low Con 0.261 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
Identity Attack0.047190998
Insult0.024511116
Profanity0.011423977
Threat0.006537435
Severe Toxicity0.0014781952
Low Tox 0.083999306 Low Con 0.235 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential player in being able to function. (Ps all the new food slaps.)
Identity Attack0.050671257
Insult0.020579277
Profanity0.014088398
Threat0.0068287146
Severe Toxicity0.0019550323
Low Tox 0.08241652 Constructive 0.777 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
Identity Attack0.06385879
Insult0.019419061
Profanity0.014464149
Threat0.0063432488
Severe Toxicity0.0018978119
Low Tox 0.081625134 Constructive 0.532 Personal_Narrative
Feb 22, 2026 Inside Canada's Indian Invasion...
They come here and then go to USA
They come here and then go to USA
Identity Attack0.039972372
Insult0.018967867
Profanity0.021603432
Threat0.008815889
Severe Toxicity0.0026893616
Low Tox 0.08004235 Low Con 0.223 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Greatest country on earth ? The USA?
Greatest country on earth ? The USA?
Identity Attack0.035331827
Insult0.019676886
Profanity0.01764096
Threat0.0068869707
Severe Toxicity0.002231598
Low Tox 0.079250954 Low Con 0.237 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
Identity Attack0.034558404
Insult0.023221988
Profanity0.018255826
Threat0.006770459
Severe Toxicity0.0020217896
Low Tox 0.075294 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are …
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are much more generous than their USA counterparts … I was pleasantly surprised
Identity Attack0.0440973
Insult0.021288296
Profanity0.013780965
Threat0.008505191
Severe Toxicity0.0019931793
Low Tox 0.07054565 Constructive 0.682 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
Identity Attack0.04435511
Insult0.01819439
Profanity0.011560614
Threat0.006317357
Severe Toxicity0.0017547607
Low Tox 0.069754265 Moderate Con 0.323 Question
Feb 11, 2026 Inside Canada's Indian Invasion...
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
Identity Attack0.014249804
Insult0.01890341
Profanity0.01620627
Threat0.010239923
Severe Toxicity0.0020313263
Low Tox 0.06896287 Low Con 0.249
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Sidhu! I wish you luck! Help as many Indians get into the USA as you possibly can we are full!
Sidhu! I wish you luck! Help as many Indians get into the USA as you possibly can we are full!
Identity Attack0.05612817
Insult0.018645585
Profanity0.019963788
Threat0.010265815
Severe Toxicity0.0030136108
Low Tox 0.0665887 Constructive 0.636 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadians need to stay as far away from the USA as we can. I have absolutely no sympathy for any Canadian who is abused, arrested, detained, or otherwise harassed by American authorities.
Canadians need to stay as far away from the USA as we can. I have absolutely no sympathy for any Canadian who is abused, arrested, detained, or otherwise harassed by American authorities.
Identity Attack0.060815755
Insult0.0054495744
Profanity0.00009033835
Threat0.0011450568
Severe Toxicity0.000008170178
Low Tox 0.061566275
Dec 9, 2025

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.