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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

click to expand

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: "All these countries are about …" 3,912 comments · Page 151 of 157
Finally someone is doing something for this country
Finally someone is doing something for this country
Identity Attack0.007029593
Insult0.009108886
Profanity0.0157622
Threat0.0086087575
Severe Toxicity0.0018024445
Low Tox 0.02343543 Low Con 0.293 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
Identity Attack0.010507392
Insult0.009488888
Profanity0.010365041
Threat0.006738094
Severe Toxicity0.0008249283
Low Tox 0.023317585 Constructive 0.621 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
Identity Attack0.004587734
Insult0.011312899
Profanity0.011355659
Threat0.0061814263
Severe Toxicity0.0006389618
Low Tox 0.023317585 Moderate Con 0.392 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Need to have a electronic translator to find out whats truly being said in our great country
Need to have a electronic translator to find out whats truly being said in our great country
Identity Attack0.005771666
Insult0.010362893
Profanity0.013917602
Threat0.007547205
Severe Toxicity0.0011110306
Low Tox 0.023199737 Moderate Con 0.373
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
Identity Attack0.008509507
Insult0.011882903
Profanity0.009493981
Threat0.006207318
Severe Toxicity0.00092983246
Low Tox 0.023199737 Constructive 0.621 Identity_Assertion
Jun 20, 2025 5 likes How Canada broke its immigration …
This why every country needs a Donald Trump!
This why every country needs a Donald Trump!
Identity Attack0.0041067624
Insult0.011198899
Profanity0.012551232
Threat0.006874025
Severe Toxicity0.0012683868
Low Tox 0.02308189 Low Con 0.231 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Identity Attack0.01087737
Insult0.011198899
Profanity0.010279642
Threat0.006317357
Severe Toxicity0.0010490417
Low Tox 0.022964042 Moderate Con 0.335
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
or those who come through other safe countries
or those who come through other safe countries
Identity Attack0.0102854045
Insult0.008785884
Profanity0.011253181
Threat0.006259101
Severe Toxicity0.0008773804
Low Tox 0.022256956 Low Con 0.252 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
Identity Attack0.011025362
Insult0.008899884
Profanity0.011048226
Threat0.006699257
Severe Toxicity0.00071048737
Low Tox 0.022256956 Constructive 0.561
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and 60’s to bringing in low paying service jobs from the 70’s till now. This decline started 50 years ago
Identity Attack0.0071775843
Insult0.012946909
Profanity0.008938893
Threat0.005825418
Severe Toxicity0.0005698204
Low Tox 0.022256956 Moderate Con 0.468 Policy_Critique
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
There must be a solution. Don't give up on your country guys. The most beautiful country is Canada with kindest and most nicest people.
There must be a solution. Don't give up on your country guys. The most beautiful country is Canada with kindest and most nicest people.
Identity Attack0.008398513
Insult0.009982891
Profanity0.010621235
Threat0.006330303
Severe Toxicity0.0008392334
Low Tox 0.022256956 Constructive 0.541
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Thanks for covering a huge issue in my country ❤
Thanks for covering a huge issue in my country ❤
Identity Attack0.00673361
Insult0.009241886
Profanity0.012073003
Threat0.006427396
Severe Toxicity0.0011634827
Low Tox 0.021903414 Constructive 0.514 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
They all realize Canada is a much better country
They all realize Canada is a much better country
Identity Attack0.011099357
Insult0.010134893
Profanity0.012073003
Threat0.0064079775
Severe Toxicity0.0011444092
Low Tox 0.021903414 Low Con 0.279
Dec 25, 2025 Deportations From Canada at Their …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus promises/actions have compounded our problems and are costing us a great deal in deportation management, but the alternative would be much worse. Lets change the system for the better, and develop ways to increase our birthrates internally.
Identity Attack0.00899048
Insult0.010362893
Profanity0.009681856
Threat0.0068028234
Severe Toxicity0.0008773804
Low Tox 0.021667719 Constructive 0.719 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make it work they would have no choice but to change legislation to protect their citizens instead of these citizens because all they did was use these do’s and do nots to make this socialism and make it work for them that’s why they do it it’s economic gain for them it’s huge profits
Identity Attack0.004236255
Insult0.010856897
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0008773804
Low Tox 0.021549871 Low Con 0.283
Jan 28, 2018 3 likes How much do refugees and …
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
Identity Attack0.013646871
Insult0.0086718835
Profanity0.013610168
Threat0.0066151097
Severe Toxicity0.0011396408
Low Tox 0.021314176 Constructive 0.552 Personal_Narrative
Sep 5, 2025 2 likes Why Canadians Are Turning Against …
Thank You for defending my home country 🫡🇨🇦
Thank You for defending my home country 🫡🇨🇦
Identity Attack0.0091384705
Insult0.008766884
Profanity0.015728042
Threat0.007573096
Severe Toxicity0.0016498566
Low Tox 0.021196328 Moderate Con 0.481 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There should be a country cap in Canada on every single pathway to move to Canada.
There should be a country cap in Canada on every single pathway to move to Canada.
Identity Attack0.010655383
Insult0.009279887
Profanity0.010091767
Threat0.007094103
Severe Toxicity0.0010633469
Low Tox 0.020960633 Low Con 0.159 Policy_Critique
Sep 19, 2025 645 likes Inside Canada's Indian Metropolis (Brampton)
Canada is the most friendly country in the world, they should accept alll the refugees all around thr world! That's they responsibility, and they are glad to do so😊😊😊😊Make the world a better place
Canada is the most friendly country in the world, they should accept alll the refugees all around thr world! That's they responsibility, and they are glad to do so😊😊😊😊Make the world a better place
Identity Attack0.010211408
Insult0.009127886
Profanity0.011902207
Threat0.006589218
Severe Toxicity0.001115799
Low Tox 0.020960633 Constructive 0.627
Nov 26, 2025 1 likes Thousands of refugees allowed into …
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that …
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that they can only apply for refugee status from home country. Not at the airport.
Identity Attack0.0071405866
Insult0.009165886
Profanity0.009767254
Threat0.0066668927
Severe Toxicity0.0007343292
Low Tox 0.020842785 Moderate Con 0.456 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because …
Canada has population growth problem and government tried solving it by laxing immigration laws. For example Canada can't even build it's own car because it would take massive investment and it won't be profitable because of it's tiny population comparing to other countries therefor making the Canadian economy limited.
Identity Attack0.009434453
Insult0.011008898
Profanity0.009007211
Threat0.0059613483
Severe Toxicity0.0006723404
Low Tox 0.020842785 Moderate Con 0.322 Economic_Argument
Feb 6, 2026 Inside Canada's Indian Metropolis (Brampton)
well said Michelle ,finally someone understand the reality of what is going on in this country
well said Michelle ,finally someone understand the reality of what is going on in this country
Identity Attack0.0034038029
Insult0.011084898
Profanity0.009604998
Threat0.0061296434
Severe Toxicity0.00071048737
Low Tox 0.02072494 Constructive 0.503 Solidarity
Feb 23, 2026 44 likes 'We do know that there's …
From 18000 to 750,000. That’s a solid vote bank for the politicians (this is a common political practice in countries like India).
From 18000 to 750,000. That’s a solid vote bank for the politicians (this is a common political practice in countries like India).
Identity Attack0.012061302
Insult0.009906891
Profanity0.011133623
Threat0.0068028234
Severe Toxicity0.00084400177
Low Tox 0.020607091 Moderate Con 0.31
Sep 19, 2025 171 likes Inside Canada's Indian Metropolis (Brampton)

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.