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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: "Its not the people who …" 4,268 comments · Page 167 of 171
More people are coming to Canada than leaving.
More people are coming to Canada than leaving.
Identity Attack0.01087737
Insult0.009108886
Profanity0.010194245
Threat0.0065244893
Severe Toxicity0.0009918213
Low Tox 0.021667719 Low Con 0.262
Dec 28, 2025 Deportations From Canada at Their …
No answers. Why are these people in these positions ?
No answers. Why are these people in these positions ?
Identity Attack0.0026083488
Insult0.010932897
Profanity0.0108774295
Threat0.0064985976
Severe Toxicity0.0007677078
Low Tox 0.021667719 Low Con 0.216
Oct 5, 2025 IRCC Names India in Study …
“How does the government bring in so many more people?” Simple, the citizens let them.
“How does the government bring in so many more people?” Simple, the citizens let them.
Identity Attack0.003607291
Insult0.010438894
Profanity0.010433359
Threat0.0069516995
Severe Toxicity0.00084400177
Low Tox 0.021667719 Low Con 0.176 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
Identity Attack0.01274247
Insult0.00975489
Profanity0.010006369
Threat0.0061749537
Severe Toxicity0.00079631805
Low Tox 0.021549871 Constructive 0.523 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
Identity Attack0.0041067624
Insult0.009678889
Profanity0.010347961
Threat0.007819066
Severe Toxicity0.00096321106
Low Tox 0.021549871 Moderate Con 0.328 Question
Feb 18, 2026 99 likes Canadian immigration officers investigating hundreds …
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 2025 IRCC Names India in Study …
Trudeau's people.
Trudeau's people.
Identity Attack0.0045322375
Insult0.012414906
Profanity0.010621235
Threat0.006110225
Severe Toxicity0.0009775162
Low Tox 0.021549871 Low Con 0.214 Policy_Critique
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for this video. Today I took a test and scored 19 out of 20. I encourage people to watch this video before the exam.
Thank you for this video. Today I took a test and scored 19 out of 20. I encourage people to watch this video before the exam.
Identity Attack0.0052906936
Insult0.008937885
Profanity0.017777596
Threat0.009851551
Severe Toxicity0.0018882751
Low Tox 0.021432023 Constructive 0.643 Personal_Narrative
Jan 6, 2026 8 likes Canadian Citizenship Test 2025 – …
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Identity Attack0.011987305
Insult0.009393888
Profanity0.010177165
Threat0.0062979385
Severe Toxicity0.00084877014
Low Tox 0.02107848 Moderate Con 0.389 Comparative_Framing
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
good people
good people
Identity Attack0.006511623
Insult0.00971689
Profanity0.01846078
Threat0.008013252
Severe Toxicity0.0015830994
Low Tox 0.020842785 Moderate Con 0.418 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
You should invest in some high tech recording devices, such as a better mic, because of background noise it is hard to hear people.
You should invest in some high tech recording devices, such as a better mic, because of background noise it is hard to hear people.
Identity Attack0.0027008436
Insult0.009298887
Profanity0.013029462
Threat0.007521313
Severe Toxicity0.0009441376
Low Tox 0.02072494 Low Con 0.285 Meta_Commentary
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The goal is to bring people on the same principles and laws while giving them the freedom to maintain their culture.
The goal is to bring people on the same principles and laws while giving them the freedom to maintain their culture.
Identity Attack0.011099357
Insult0.008690883
Profanity0.012482914
Threat0.007068211
Severe Toxicity0.0009727478
Low Tox 0.020607091 Moderate Con 0.361
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Very respectful people
Very respectful people
Identity Attack0.007214582
Insult0.009450888
Profanity0.01893901
Threat0.008246276
Severe Toxicity0.0017166138
Low Tox 0.020607091 Moderate Con 0.432 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they …
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they hire outside their community they hire one or may be two. That is it. So businesses in canada have to be checked if the employees are from different country of orgin.
Identity Attack0.012441003
Insult0.009469888
Profanity0.00950252
Threat0.0059548756
Severe Toxicity0.0007009506
Low Tox 0.02048268 Moderate Con 0.375 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
And people wonder why Alberta wants to leave!
And people wonder why Alberta wants to leave!
Identity Attack0.0054756827
Insult0.010590895
Profanity0.009579378
Threat0.0064468146
Severe Toxicity0.000834465
Low Tox 0.020231359 Low Con 0.298 Identity_Assertion
Feb 18, 2026 7 likes LILLEY UNLEASHED: The fall of …
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
It's not even just Brampton. Kitchener is blitzed too, among many many other cities people don't hear about.
Identity Attack0.0026453468
Insult0.012338906
Profanity0.011458136
Threat0.006420923
Severe Toxicity0.000705719
Low Tox 0.020231359 Constructive 0.505
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Identity Attack0.0038477771
Insult0.009488888
Profanity0.01354185
Threat0.0074436385
Severe Toxicity0.000910759
Low Tox 0.0201057 Moderate Con 0.45 Question
Sep 14, 2025 Canadian Citizenship Test 2025 – …
NYC too. Its like a third of all people now.
NYC too. Its like a third of all people now.
Identity Attack0.006511623
Insult0.009982891
Profanity0.012346277
Threat0.007068211
Severe Toxicity0.0010585785
Low Tox 0.019980038 Moderate Con 0.325 Fear_Threat
Jan 27, 2026 26 likes Inside Canada's Indian Invasion...
A lot of people are....
A lot of people are....
Identity Attack0.0039402717
Insult0.010552894
Profanity0.0147374235
Threat0.006912862
Severe Toxicity0.0010967255
Low Tox 0.019980038 Moderate Con 0.366 Meta_Commentary
Aug 25, 2025 Why Canadians Are Turning Against …
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Identity Attack0.0063266335
Insult0.008633883
Profanity0.013063621
Threat0.0072365063
Severe Toxicity0.00094890594
Low Tox 0.019980038 Moderate Con 0.431 Question
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
1.6 billion people live in India and about 33 percent want to move to America. That is a big population shift.
1.6 billion people live in India and about 33 percent want to move to America. That is a big population shift.
Identity Attack0.012061302
Insult0.008709883
Profanity0.01174849
Threat0.0065827454
Severe Toxicity0.0008869171
Low Tox 0.019728716 Low Con 0.262 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...

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.