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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We are with you, Canada." 6,088 comments · Page 194 of 244
What canada gain from interactional m stude nts indian Pakistanis or mùùusuú
What canada gain from interactional m stude nts indian Pakistanis or mùùusuú
Identity Attack0.13429825
Insult0.008313254
Profanity0.00066907116
Threat0.0008259947
Severe Toxicity0.000011934943
Low Tox 0.06321071
Apr 19, 2025
You have to be born in Canada to be called a Canadian. All those who come here and immigrate and called " New Canadians". because they already have a country of origin.
You have to be born in Canada to be called a Canadian. All those who come here and immigrate and called " New Canadians". because they already have a country of origin.
Identity Attack0.04796442
Insult0.017163089
Profanity0.011543535
Threat0.0062332097
Severe Toxicity0.0016784668
Low Tox 0.063027434 Low Con 0.293 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
Identity Attack0.013948337
Insult0.024768941
Profanity0.011253181
Threat0.0059128017
Severe Toxicity0.0012683868
Low Tox 0.063027434 Moderate Con 0.368 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Inside New Indias Metropolis. There is no more Canada
Inside New Indias Metropolis. There is no more Canada
Identity Attack0.0440973
Insult0.017356457
Profanity0.011902207
Threat0.0076507707
Severe Toxicity0.0020694733
Low Tox 0.063027434 Low Con 0.262
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Is Canada still supplying IDF with weapons and ammo from GDC ... ? I wonder what else they are up to....
Is Canada still supplying IDF with weapons and ammo from GDC ... ? I wonder what else they are up to....
Identity Attack0.007880543
Insult0.014086916
Profanity0.011594773
Threat0.035113025
Severe Toxicity0.002784729
Low Tox 0.063027434 Low Con 0.209
Aug 26, 2025 Why Canadians Are Turning Against …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
highest car insurance rates in canada in bramladesh lolololol
highest car insurance rates in canada in bramladesh lolololol
Identity Attack0.017063495
Insult0.028942931
Profanity0.020920247
Threat0.006530962
Severe Toxicity0.0024604797
Low Tox 0.06263174 Low Con 0.128
Sep 22, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Rip canada
Rip canada
Identity Attack0.036620867
Insult0.019547975
Profanity0.01941724
Threat0.017156094
Severe Toxicity0.004043579
Low Tox 0.06263174 Low Con 0.215
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
America has nothing Canada needs,especially Donald Trump.
America has nothing Canada needs,especially Donald Trump.
Identity Attack0.0064120363
Insult0.03198573
Profanity0.00012539669
Threat0.00038036652
Severe Toxicity0.0000038658154
Low Tox 0.062322762
Dec 8, 2025 1 likes
This is the beginning of what they are doing to America and what they've already done to Europe, wake up Canada
This is the beginning of what they are doing to America and what they've already done to Europe, wake up Canada
Identity Attack0.026408968
Insult0.020192537
Profanity0.012551232
Threat0.009256045
Severe Toxicity0.0022506714
Low Tox 0.062236045 Low Con 0.211 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The number of deportations should be 100x higher in numbers and the deported should be made to pay for their stay in Canada
The number of deportations should be 100x higher in numbers and the deported should be made to pay for their stay in Canada
Identity Attack0.033784978
Insult0.014504919
Profanity0.010894509
Threat0.009281937
Severe Toxicity0.0018024445
Low Tox 0.062236045 Low Con 0.27
Dec 24, 2025 1 likes Deportations From Canada at Their …
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for …
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for anyone.
Identity Attack0.031206898
Insult0.023866551
Profanity0.011150704
Threat0.006045496
Severe Toxicity0.0011825562
Low Tox 0.06184035 Constructive 0.633
Dec 10, 2025 Quebec Ends Economic Immigration Program …
Sikhs are great people, Canada should take more
Sikhs are great people, Canada should take more
Identity Attack0.0440973
Insult0.017292
Profanity0.019348921
Threat0.009540852
Severe Toxicity0.0030899048
Low Tox 0.06184035 Moderate Con 0.424
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Is Canada doing the same as the US? Do they realize that lionfish and python are not the only invasive species?😅
Is Canada doing the same as the US? Do they realize that lionfish and python are not the only invasive species?😅
Identity Attack0.022590388
Insult0.024768941
Profanity0.011970525
Threat0.0067057298
Severe Toxicity0.00166893
Low Tox 0.06184035 Low Con 0.248
Dec 25, 2025 Deportations From Canada at Their …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age of 17? Now add on the child care benefit. For each child under the age of 6 the family gets $6400 & those over the age of 6 to 17 they get $5400. So if you had 8 kids, 4 under the age of 6 equal to $25,600 & 4 over equal $21,600 & it's all tax free. Now add on subsidized housing, free health care, the one time setup housing money & the Government covered their transportation cost to Canada. Total $97,200, most of it tax free. Canadian Immigration Consultant considers this kind of family just above the poverty line. Remember this is just a scenario, but it does show the added benefit of our wonderful child care benefit for families.
Identity Attack0.025203101
Insult0.022448512
Profanity0.01627459
Threat0.0072106146
Severe Toxicity0.0022029877
Low Tox 0.061444655 Constructive 0.788
Apr 10, 2018 2 likes How much do refugees and …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question to her As the principle Is how are you paid for your legal services and representation Lawyers always tell me they can be referred to by Law society of Canada For a 30 minute free legal consultation But once that is paid out by that association that is where lawyers and para legal professionals pay dues to join Then it’s up to those professionals to charge Hourly fee flat rate And All additional charges associated with the file/case law once opened and documents signed So how much does it cost to 1. Refugees claims 2. Asylum seekers claims 3. Immigration claims 4. Detainee claims 5. Deportation claims in the form of Appeals How many can they have Who pays these professionals? When media such as CBC Also government employees who are paid by the federal government Do not ask these questions Which are again Paid to NGOs By us poor taxpayers!!!!! Towards these professionals who represent economic migration and only cost us Canadians more money
Identity Attack0.031206898
Insult0.025026767
Profanity0.012892825
Threat0.0064144502
Severe Toxicity0.0018501282
Low Tox 0.061444655 Constructive 0.776
Dec 25, 2025 1 likes Deportations From Canada at Their …
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Identity Attack0.02048012
Insult0.026058068
Profanity0.010911589
Threat0.007340072
Severe Toxicity0.0015830994
Low Tox 0.061444655 Moderate Con 0.338
Sep 29, 2025 IRCC Names India in Study …
Canada has reduced the number of student visas and temporary foreign worker permits because even people who are pro immigration and not racist recognize that it has gotten out of hand. Diversity is good. Diversity …
Canada has reduced the number of student visas and temporary foreign worker permits because even people who are pro immigration and not racist recognize that it has gotten out of hand. Diversity is good. Diversity requires lots of different kinds of people living together. Immigration shouldn’t be mostly one group no matter what the ethnicity or colour is. It’s all about balance.
Identity Attack0.04564415
Insult0.021352753
Profanity0.012380436
Threat0.006479179
Severe Toxicity0.0016021729
Low Tox 0.061444655 Constructive 0.624 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Canada and USA border security is just for fun 😂
Canada and USA border security is just for fun 😂
Identity Attack0.022590388
Insult0.019676886
Profanity0.015625564
Threat0.007534259
Severe Toxicity0.0020217896
Low Tox 0.061444655 Low Con 0.218 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from …
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from India
Identity Attack0.052035484
Insult0.018838953
Profanity0.013917602
Threat0.007353018
Severe Toxicity0.0019264221
Low Tox 0.061444655 Constructive 0.634 Personal_Narrative
Nov 1, 2025 1 likes Why Canadians Are Turning Against …
*ITs your kids futures folks* CANADA is badly in debt with ZERO to show for it MINUS double the population
*ITs your kids futures folks* CANADA is badly in debt with ZERO to show for it MINUS double the population
Identity Attack0.018771807
Insult0.023995465
Profanity0.012687869
Threat0.006058442
Severe Toxicity0.0015354156
Low Tox 0.061444655 Low Con 0.187 Economic_Argument
Dec 30, 2025 2 likes Deportations From Canada at Their …
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Canada has NEVER voted for Carney, he was placed! He’s not the decision maker, he is being managed…by globalists!
Identity Attack0.011617327
Insult0.028722567
Profanity0.011099464
Threat0.006589218
Severe Toxicity0.0012874603
Low Tox 0.06104896 Low Con 0.216
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ? Does Canada need a mister Trump ?.
Identity Attack0.022188433
Insult0.024124376
Profanity0.011782649
Threat0.006653947
Severe Toxicity0.0015544891
Low Tox 0.06104896 Low Con 0.161 Question
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
Identity Attack0.04925346
Insult0.018967867
Profanity0.011167783
Threat0.006194372
Severe Toxicity0.0015258789
Low Tox 0.06104896 Moderate Con 0.411
Oct 1, 2025 IRCC Names India in Study …
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
Identity Attack0.021786476
Insult0.023221988
Profanity0.01402008
Threat0.0067057298
Severe Toxicity0.0016975403
Low Tox 0.06104896 Low Con 0.208 Comparative_Framing
Dec 25, 2025 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.