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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: "Over the years I have …" 1,624 comments · Page 63 of 65
Thanks for opening up dialogue and interviewing a pretty wide range. Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few …
Thanks for opening up dialogue and interviewing a pretty wide range. Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few years we lost that balance.
Identity Attack0.0051797
Insult0.008709883
Profanity0.009178007
Threat0.005848073
Severe Toxicity0.00049352646
Low Tox 0.013822667 Constructive 0.786 Solidarity
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
How can you undo something systematically changed slowly over the years. The homeless said they dont pay taxes. Im not quite sure about what he said was true.
Identity Attack0.0022753682
Insult0.009640889
Profanity0.009750174
Threat0.0058804373
Severe Toxicity0.0005173683
Low Tox 0.013697007 Constructive 0.528
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Let’s wait a few more years until someone notices an actual problem with our ports and borders.
Let’s wait a few more years until someone notices an actual problem with our ports and borders.
Identity Attack0.00310782
Insult0.007930879
Profanity0.009195087
Threat0.0068028234
Severe Toxicity0.0006723404
Low Tox 0.013697007 Low Con 0.146 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more …
I live in Victoria, BC. In the past 5 to 7 years, the streets are packed, you can barely drive around in Victoria. No new roads or transportation of any kind, yet so many more new people.
Identity Attack0.0042917514
Insult0.008766884
Profanity0.009835573
Threat0.0064015044
Severe Toxicity0.000705719
Low Tox 0.013571346 Constructive 0.676 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
The best interview I have watched in the year 2026. The guy really knows his stuff.
The best interview I have watched in the year 2026. The guy really knows his stuff.
Identity Attack0.002552852
Insult0.008652883
Profanity0.013644327
Threat0.0072365063
Severe Toxicity0.0009536743
Low Tox 0.013508516 Moderate Con 0.386 Meta_Commentary
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
This has been going on since the 80’s. I lived in Seattle and traveled to Vancouver several times a year and would see more and more of them each time.
This has been going on since the 80’s. I lived in Seattle and traveled to Vancouver several times a year and would see more and more of them each time.
Identity Attack0.0034777985
Insult0.00817788
Profanity0.010723713
Threat0.0067186756
Severe Toxicity0.00081539154
Low Tox 0.013320025 Constructive 0.505 Personal_Narrative
Jan 27, 2026 17 likes Inside Canada's Indian Invasion...
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Identity Attack0.004162259
Insult0.0075888764
Profanity0.0103992
Threat0.006530962
Severe Toxicity0.0006246567
Low Tox 0.013320025 Low Con 0.247 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
Identity Attack0.001276426
Insult0.008462882
Profanity0.009920971
Threat0.006861079
Severe Toxicity0.0005555153
Low Tox 0.0131943645 Moderate Con 0.35 Call_To_Action
Feb 26, 2026 28 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth …
The first problem is that no country has a long range plan: where do they want to be on 20/50/100 years. The basic economic plan is for growth but this is not sustainable. Reduced birth rates mean that immigration is needed, if only to reduce the impact of an aging population and to reduce the demands on the young adult population. This should be aimed at getting to a sustainable state but no government is planning for it. They only plan for the current electoral cycle.
Identity Attack0.0041067624
Insult0.00806388
Profanity0.00951106
Threat0.0062008454
Severe Toxicity0.00059366226
Low Tox 0.012880214 Moderate Con 0.379 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Long term consequences? We're in the middle of present consequences that have been raging for years now.
Long term consequences? We're in the middle of present consequences that have been raging for years now.
Identity Attack0.0014336669
Insult0.0076268767
Profanity0.0098868115
Threat0.006822242
Severe Toxicity0.00064373016
Low Tox 0.012817383 Moderate Con 0.331
Jan 21, 2026 2 likes Why Canada’s immigration system has …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
This is why I left Brampton 5 years ago after living here 45 years.
This is why I left Brampton 5 years ago after living here 45 years.
Identity Attack0.0034408006
Insult0.0077408776
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.0006723404
Low Tox 0.01237757 Moderate Con 0.477 Personal_Narrative
Sep 19, 2025 917 likes Inside Canada's Indian Metropolis (Brampton)
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight …
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight .
Identity Attack0.014597976
Insult0.0013591878
Profanity0.00011599752
Threat0.00016591376
Severe Toxicity0.000005316609
Low Tox 0.012240606
Jun 26, 2025
Only 18,048? In all seriousness that should have been a lowest number in years, not the highest.
Only 18,048? In all seriousness that should have been a lowest number in years, not the highest.
Identity Attack0.001692652
Insult0.007778878
Profanity0.0103992
Threat0.0065633263
Severe Toxicity0.0006580353
Low Tox 0.01218908 Moderate Con 0.375
Dec 31, 2025 Deportations From Canada at Their …
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Identity Attack0.0027193425
Insult0.008918885
Profanity0.010689554
Threat0.0062396824
Severe Toxicity0.00064373016
Low Tox 0.012126249 Constructive 0.664 Personal_Narrative
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
14:15 don't forget Carney was involved with that for five years.
14:15 don't forget Carney was involved with that for five years.
Identity Attack0.0013411723
Insult0.0086718835
Profanity0.00993805
Threat0.0062526283
Severe Toxicity0.00044107437
Low Tox 0.012126249 Constructive 0.57 Policy_Critique
Feb 17, 2026 16 likes LILLEY UNLEASHED: The fall of …
The “breaking point” was 5 years ago.
The “breaking point” was 5 years ago.
Identity Attack0.0015909078
Insult0.007968879
Profanity0.010689554
Threat0.0064468146
Severe Toxicity0.00056505203
Low Tox 0.011874928 Low Con 0.226 Fear_Threat
Feb 12, 2026 Why Canada’s immigration system has …
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 …
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Identity Attack0.0048837173
Insult0.007189874
Profanity0.009579378
Threat0.006589218
Severe Toxicity0.000667572
Low Tox 0.011686437 Low Con 0.211 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless …
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless shelter!
Identity Attack0.0022568693
Insult0.008443882
Profanity0.009348803
Threat0.005964585
Severe Toxicity0.0005674362
Low Tox 0.011560776 Constructive 0.652 Economic_Argument
Feb 16, 2026 Canada's tighter immigration policy divides …
Question now is how do we correct this. Judicial , Education, Health, social and cultural balance all got to be corrected. How can any political party in a 4 year or 5 year term correct …
Question now is how do we correct this. Judicial , Education, Health, social and cultural balance all got to be corrected. How can any political party in a 4 year or 5 year term correct it?
Identity Attack0.0024788564
Insult0.0076838774
Profanity0.010006369
Threat0.0065633263
Severe Toxicity0.0006008148
Low Tox 0.011372286 Constructive 0.542 Question
Aug 26, 2025 Why Canadians Are Turning Against …
I can see this starting in Arizona over the last 3 years.
I can see this starting in Arizona over the last 3 years.
Identity Attack0.0031633168
Insult0.006990373
Profanity0.011219022
Threat0.007301235
Severe Toxicity0.00084877014
Low Tox 0.011183795 Low Con 0.3 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Hello! I am coming to Canada next year as a student, my parents have given me permission to study abroad. 😊😊❤
Hello! I am coming to Canada next year as a student, my parents have given me permission to study abroad. 😊😊❤
Identity Attack0.0051797
Insult0.0072468747
Profanity0.011082385
Threat0.0066215824
Severe Toxicity0.0008058548
Low Tox 0.0109324735 Constructive 0.608 Personal_Narrative
Jan 16, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Identity Attack0.003884775
Insult0.0072088744
Profanity0.009459821
Threat0.006861079
Severe Toxicity0.00067710876
Low Tox 0.010743983 Low Con 0.206
Sep 20, 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.