Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Canada is a state of …" 198 comments · Page 7 of 8
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in …
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in Canada?
Identity Attack0.10221587
Insult0.022899706
Profanity0.011184863
Threat0.0067057298
Severe Toxicity0.0023269653
Low Tox 0.10913446 Moderate Con 0.36 Question
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Identity Attack0.10221587
Insult0.02373764
Profanity0.019758832
Threat0.0068999166
Severe Toxicity0.0024795532
Low Tox 0.10913446 Constructive 0.648
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to do truck driving. For the economic progress being made by India, it doesn't make sense to go to Canada now.
Identity Attack0.099072486
Insult0.029493837
Profanity0.01220964
Threat0.0069516995
Severe Toxicity0.002298355
Low Tox 0.10783285 Constructive 0.614 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Identity Attack0.036105253
Insult0.0233509
Profanity0.01261955
Threat0.008712323
Severe Toxicity0.0029563904
Low Tox 0.08795626 Low Con 0.289 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada is not the country I grew up in if I could leave I would go to the states
Canada is not the country I grew up in if I could leave I would go to the states
Identity Attack0.052490227
Insult0.020579277
Profanity0.013610168
Threat0.006589218
Severe Toxicity0.0020599365
Low Tox 0.079250954 Moderate Con 0.411
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Identity Attack0.009360458
Insult0.02567133
Profanity0.010672474
Threat0.012078222
Severe Toxicity0.0019550323
Low Tox 0.07845957 Low Con 0.157 Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are trying to move to the United States.
Identity Attack0.096797325
Insult0.0060958085
Profanity0.00014097943
Threat0.001232904
Severe Toxicity0.000010263199
Low Tox 0.077135615
Dec 11, 2025
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of countries around the world, including the most gun liberal country in the world. The United States of Amarica will not license a foreigner to own or buy a gun.
Identity Attack0.04641757
Insult0.019225692
Profanity0.011441057
Threat0.011767523
Severe Toxicity0.0025749207
Low Tox 0.07687678 Moderate Con 0.412 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
Identity Attack0.048737846
Insult0.01617693
Profanity0.014634945
Threat0.009411395
Severe Toxicity0.0025558472
Low Tox 0.067380086 Low Con 0.212 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
Identity Attack0.027011903
Insult0.021546122
Profanity0.010979908
Threat0.0082074385
Severe Toxicity0.0016403198
Low Tox 0.06065326 Moderate Con 0.382 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Best this Canada could do is just because an American state
Best this Canada could do is just because an American state
Identity Attack0.045901958
Insult0.017227544
Profanity0.015010698
Threat0.007262398
Severe Toxicity0.0026512146
Low Tox 0.05898502 Low Con 0.122
Jun 19, 2025 1 likes How Canada broke its immigration …
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Identity Attack0.041261412
Insult0.017227544
Profanity0.012414595
Threat0.0101363575
Severe Toxicity0.0024795532
Low Tox 0.058737632 Low Con 0.191 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Identity Attack0.003862237
Insult0.034872442
Profanity0.000120081626
Threat0.00028181527
Severe Toxicity0.0000028187105
Low Tox 0.054697383 Identity_Assertion
Apr 15, 2025
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Identity Attack0.0074365693
Insult0.022577424
Profanity0.0113215
Threat0.008738215
Severe Toxicity0.0018310547
Low Tox 0.05255287 Moderate Con 0.463
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
I'm Indian and when I was 2, I thought canada was a state in india because how much my parents mention it.
Identity Attack0.049989145
Insult0.015644927
Profanity0.017231047
Threat0.006861079
Severe Toxicity0.001821518
Low Tox 0.051563308 Constructive 0.519 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
@TylerOliveira Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% …
@TylerOliveira  Each State in INDIA🇮🇳 has its Own Culture, Language, Heritage, Cuisine, Traditional Dances and Festivals. Don't Flex the Words in your Video. They are from Punjab and in Punjab they Speak Punjabi. Note: 85% of Indian Born and Canadian Indian Born are Punjabis Rest are Haryanvi, Gujarati, Tamilan, Teluguits, Malyalis, Bengalis are remaining 14% in Canada 🇨🇦. -------- My Language is Kannada and we are not even 1% of Canadian Indian Population.
Identity Attack0.041003603
Insult0.017485369
Profanity0.012243799
Threat0.0059257476
Severe Toxicity0.0016498566
Low Tox 0.050573748 Constructive 0.628 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state before the next 30 years end.
Identity Attack0.027413858
Insult0.017356457
Profanity0.009442741
Threat0.006375613
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.437 Economic_Argument
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
That’s why we don’t want Canada as the 51st state
That’s why we don’t want Canada as the 51st state
Identity Attack0.02439919
Insult0.015264924
Profanity0.011253181
Threat0.007417747
Severe Toxicity0.0014209747
Low Tox 0.046368107 Low Con 0.197
Jan 27, 2026 Inside Canada's Indian Invasion...
The United States government should be harshly criticizing Canada's immigration standards.
The United States government should be harshly criticizing Canada's immigration standards.
Identity Attack0.026609946
Insult0.014276917
Profanity0.010313802
Threat0.0071847234
Severe Toxicity0.0011062622
Low Tox 0.044636376 Low Con 0.195 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion Indians. Or stated another way, you could quadruple the populations of the Anglophone countries with Indians
Identity Attack0.038683333
Insult0.011882903
Profanity0.013678487
Threat0.0072882893
Severe Toxicity0.0016212463
Low Tox 0.04290464 Moderate Con 0.318 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 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.