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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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Search comment text, filter by category or toxicity level
Active: "As a Canadian, Canada is …" 1,239 comments · Page 49 of 50
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Identity Attack0.0063266335
Insult0.009203887
Profanity0.010023449
Threat0.0062008454
Severe Toxicity0.0008583069
Low Tox 0.015958898 Moderate Con 0.36
Jan 9, 2026 IRCC Names India in Study …
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
Identity Attack0.003866276
Insult0.008329881
Profanity0.009468361
Threat0.005948403
Severe Toxicity0.0005030632
Low Tox 0.011749268 Low Con 0.265 Policy_Critique
Nov 14, 2025 IRCC Names India in Study …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry deep respect and gratitude for that generosity. But Canada today is not the Canada of 25, or even 15, years ago. Our nation has changed profoundly. And because I love this country, I believe we must not be afraid to speak up, to protect the values and culture that make Canada the home we cherish.
Identity Attack0.005956655
Insult0.007797878
Profanity0.009801413
Threat0.0062137907
Severe Toxicity0.0006246567
Low Tox 0.011686437 Constructive 0.733 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Long time host Ryan Doyle summarizes good about great Canadian values..its the final product followed mixture of good stuff from back home to Canada’s great stuff altogether!🤔😎
Long time host Ryan Doyle summarizes good about great Canadian values..its the final product followed mixture of good stuff from back home to Canada’s great stuff altogether!🤔😎
Identity Attack0.0032928092
Insult0.008994885
Profanity0.009681856
Threat0.0059386934
Severe Toxicity0.00056505203
Low Tox 0.011560776 Constructive 0.551
Aug 26, 2025 Why Canadians Are Turning Against …
Canadian culture is beautiful from the scenery the kindness friendliness & wonderful foods that are grown right here in canada 🇨🇦
Canadian culture is beautiful from the scenery the kindness friendliness & wonderful foods that are grown right here in canada 🇨🇦
Identity Attack0.0058826595
Insult0.0074178753
Profanity0.011406898
Threat0.0066668927
Severe Toxicity0.00094890594
Low Tox 0.011372286 Constructive 0.581
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
I find it mind blowing that any Canadian would want to go there. Stay in Canada and support our businesses or book a flight to another country.
Identity Attack0.0043716766
Insult0.002175583
Profanity0.00008987684
Threat0.0003925044
Severe Toxicity0.0000046246582
Low Tox 0.010202846
Dec 11, 2025
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Identity Attack0.004994711
Insult0.0070473733
Profanity0.009920971
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.009864358 Moderate Con 0.449 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization payments.
Identity Attack0.0021273769
Insult0.007911879
Profanity0.008785176
Threat0.0059678215
Severe Toxicity0.00044822693
Low Tox 0.009110395 Moderate Con 0.409
Jan 4, 2026 1 likes New rules, regulations take effect …
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t …
Canadian colleges and universities international student department would have the records of all students who were processed through that institution-but did not show up for the studies just showed up inside of Canada. I don’t know why our system doesn’t catch these student visa access to country, but don’t show up for the study…?
Identity Attack0.0036627878
Insult0.0072468747
Profanity0.009408582
Threat0.0058739646
Severe Toxicity0.00045776367
Low Tox 0.008921904 Constructive 0.529 Policy_Critique
Nov 22, 2025 1 likes IRCC Names India in Study …
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Identity Attack0.0034592997
Insult0.006724371
Profanity0.010757872
Threat0.006738094
Severe Toxicity0.0008010864
Low Tox 0.007790958 Moderate Con 0.495 Identity_Assertion
Oct 26, 2025 IRCC Names India in Study …
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Identity Attack0.0034038029
Insult0.0066863713
Profanity0.010689554
Threat0.0067186756
Severe Toxicity0.0007867813
Low Tox 0.007602467 Moderate Con 0.495 Solidarity
Sep 29, 2025 IRCC Names India in Study …
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
Identity Attack0.0031633168
Insult0.0066008708
Profanity0.010535837
Threat0.006712203
Severe Toxicity0.00079631805
Low Tox 0.007508222 Constructive 0.578 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
It’s harder to get back into Canada being a Canadian citizen than it is to get into the states.
It’s harder to get back into Canada being a Canadian citizen than it is to get into the states.
Identity Attack0.003101066
Insult0.001349852
Profanity0.00005283596
Threat0.00010079269
Severe Toxicity0.0000029379269
Low Tox 0.0064019407
Dec 10, 2025
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or …
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or LEAVE!
Identity Attack0.0009199187
Insult0.00051474926
Profanity0.000047096648
Threat0.0008739009
Severe Toxicity0.0000054596094
Low Tox 0.0055660913
Dec 10, 2025
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada than we have here.
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada than we have here.
Identity Attack0.005043344
Insult0.00078410463
Profanity0.000042176325
Threat0.00013561451
Severe Toxicity0.000003501696
Low Tox 0.0052850503 Comparative_Framing
Dec 9, 2025
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports …
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports events No musical festivals All those things are wants not needs!!! Support your country keep the pressure on!!
Identity Attack0.00132066
Insult0.0019126767
Profanity0.000046899
Threat0.000039868628
Severe Toxicity0.0000021527212
Low Tox 0.0047451705
Dec 11, 2025
Canada must require the same form Americans. Canadians must boycott travel to where they are not respected
Canada must require the same form Americans. Canadians must boycott travel to where they are not respected
Identity Attack0.004218111
Insult0.0007040224
Profanity0.000026586917
Threat0.00011289854
Severe Toxicity0.0000030440542
Low Tox 0.004668146
Dec 9, 2025 1 likes
Canada has been seen as multicultural ONLY BY THE GOVERNMENT not by Canadians
Canada has been seen as multicultural ONLY BY THE GOVERNMENT not by Canadians
Identity Attack0.0020929498
Insult0.00058655854
Profanity0.000024226221
Threat0.000040483275
Severe Toxicity0.0000024816304
Low Tox 0.0029421959
Apr 15, 2025
Canadians need to understand that these regulations also apply to foreigners coming to Canada.
Canadians need to understand that these regulations also apply to foreigners coming to Canada.
Identity Attack0.0026705156
Insult0.0004082799
Profanity0.00002867319
Threat0.000085169915
Severe Toxicity0.0000033612018
Low Tox 0.0026279856
Dec 10, 2025
If Canadians don't like it, just don't go. Entering another country is a privilege not a right. Canada can impose the same on visitors from other countries if we think it is necessary.
If Canadians don't like it, just don't go. Entering another country is a privilege not a right. Canada can impose the same on visitors from other countries if we think it is necessary.
Identity Attack0.0023125063
Insult0.00042345727
Profanity0.000029053697
Threat0.00006308459
Severe Toxicity0.0000027806877
Low Tox 0.0024623123
Dec 7, 2025 69 likes
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Identity Attack0.0011822326
Insult0.00053934235
Profanity0.000036833728
Threat0.00007051516
Severe Toxicity0.0000025904756
Low Tox 0.0023595933
Dec 8, 2025 1 likes
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do …
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do it.
Identity Attack0.0005643715
Insult0.00059326214
Profanity0.000052429514
Threat0.000051472347
Severe Toxicity0.0000025432173
Low Tox 0.0021074854
Apr 20, 2025
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 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.