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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: "The rest of Canada should …" 70 comments · Page 3 of 3
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. …
well Canada is big, so the rest of Canada can welcome them, instead of just pointing the finger and not taking action. If the rest of Canada would have help Quebec that wouldn't be happening. But why doing something before it explode huh!?!
Identity Attack0.010729378
Insult0.020256994
Profanity0.0128245065
Threat0.012233571
Severe Toxicity0.0018405914
Low Tox 0.05725329 Constructive 0.544
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the heart of downtown and going to school (Ossington and Old Orchard P.S.) wasn't easy. There was quite a bit of racism in those days so my sister and I had to assimilate quickly, in which we did. We happily lived within the Portuguese and Italian communities and the rest is history!!!!
Identity Attack0.038683333
Insult0.019225692
Profanity0.01084327
Threat0.0061878995
Severe Toxicity0.0015544891
Low Tox 0.056016337 Constructive 0.796 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Identity Attack0.030433474
Insult0.018645585
Profanity0.010911589
Threat0.0066927844
Severe Toxicity0.0013446808
Low Tox 0.051810697 Moderate Con 0.409 Identity_Assertion
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
@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...
Canada loves Indian food so the rest is history
Canada loves Indian food so the rest is history
Identity Attack0.032753747
Insult0.017356457
Profanity0.013063621
Threat0.006382086
Severe Toxicity0.0016403198
Low Tox 0.050326355 Low Con 0.231 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
Identity Attack0.01555616
Insult0.017936565
Profanity0.009587918
Threat0.0069387536
Severe Toxicity0.0015926361
Low Tox 0.040925518 Constructive 0.512
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Quebec, teach the rest of Canada your ways!
Quebec, teach the rest of Canada your ways!
Identity Attack0.015154205
Insult0.016784932
Profanity0.010211324
Threat0.0069905366
Severe Toxicity0.0014686584
Low Tox 0.039226998 Low Con 0.218
Nov 21, 2025 3 likes Quebec Ends Economic Immigration Program …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
George Soros runs Canada! And the rest of the western world.
George Soros runs Canada! And the rest of the western world.
Identity Attack0.008065533
Insult0.014808921
Profanity0.010928668
Threat0.006874025
Severe Toxicity0.0011301041
Low Tox 0.030741978 Low Con 0.076
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only go to 1 class once maybe 2 times a week for just over an hour and the rest of the time they are here working on student visa's where the government is paying half the wage prompting bigger business to highering these exchange student instead of local people
Identity Attack0.019173764
Insult0.014124917
Profanity0.011816809
Threat0.0060713873
Severe Toxicity0.0012111664
Low Tox 0.030270588 Constructive 0.63 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Identity Attack0.014048826
Insult0.011312899
Profanity0.009784333
Threat0.008103873
Severe Toxicity0.0011062622
Low Tox 0.02779579 Moderate Con 0.409 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Good for Quebec. Now lets get the rest of Canada on board.
Good for Quebec. Now lets get the rest of Canada on board.
Identity Attack0.010581387
Insult0.010286893
Profanity0.010040528
Threat0.008505191
Severe Toxicity0.0011968613
Low Tox 0.02543884 Moderate Con 0.348
Nov 25, 2025 Quebec Ends Economic Immigration Program …
We take the best Canada can have the rest.
We take the best Canada can have the rest.
Identity Attack0.00899048
Insult0.010932897
Profanity0.010552917
Threat0.0074436385
Severe Toxicity0.0012302399
Low Tox 0.02249265 Moderate Con 0.37
Nov 24, 2025 Quebec Ends Economic Immigration Program …
The rest of Canada should follow Quebec.
The rest of Canada should follow Quebec.
Identity Attack0.010655383
Insult0.010134893
Profanity0.010023449
Threat0.0069387536
Severe Toxicity0.0009393692
Low Tox 0.021314176 Low Con 0.167 Comparative_Framing
Nov 24, 2025 3 likes Quebec Ends Economic Immigration Program …
WE THE REST OF CANADA NEED TO DO THE SAME😁
WE THE REST OF CANADA NEED TO DO THE SAME😁
Identity Attack0.00621564
Insult0.008728883
Profanity0.010996987
Threat0.0071847234
Severe Toxicity0.0011396408
Low Tox 0.016838523 Low Con 0.29
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Now the rest of Canada needs to do the same
Now the rest of Canada needs to do the same
Identity Attack0.006696612
Insult0.007797878
Profanity0.010245483
Threat0.0069646453
Severe Toxicity0.0008392334
Low Tox 0.014073989 Low Con 0.223
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Hopefully the rest of Canada follows their lead.
Hopefully the rest of Canada follows their lead.
Identity Attack0.0062526376
Insult0.008519882
Profanity0.009681856
Threat0.0068999166
Severe Toxicity0.0007867813
Low Tox 0.013697007 Moderate Con 0.31
Nov 23, 2025 Quebec Ends Economic Immigration Program …
wish the rest of Canada would do the same
wish the rest of Canada would do the same
Identity Attack0.0055496786
Insult0.0072658747
Profanity0.010911589
Threat0.006925808
Severe Toxicity0.000872612
Low Tox 0.011435116 Low Con 0.3 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Well done, Quebec, you are a role model to the rest of Canada! 41,000 is too many.
Well done, Quebec, you are a role model to the rest of Canada! 41,000 is too many.
Identity Attack0.0032928092
Insult0.008025879
Profanity0.00904991
Threat0.006317357
Severe Toxicity0.0006055832
Low Tox 0.010618322 Constructive 0.515
Nov 22, 2025 56 likes 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.