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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

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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: "When you are in another …" 411 comments · Page 16 of 17
She'll get promoted to another file- just like the others.
She'll get promoted to another file- just like the others.
Identity Attack0.0027378413
Insult0.013174911
Profanity0.0128245065
Threat0.010395273
Severe Toxicity0.0011634827
Low Tox 0.032156147 Moderate Con 0.303 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Another brilliant video :)
Another brilliant video :)
Identity Attack0.008842488
Insult0.012034904
Profanity0.02522431
Threat0.011793415
Severe Toxicity0.0035858154
Low Tox 0.032156147 Moderate Con 0.402 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians also pay their legal fees to fight deportation. Another boost in earnings to the Canadian lawyers
Canadians also pay their legal fees to fight deportation. Another boost in earnings to the Canadian lawyers
Identity Attack0.014048826
Insult0.010970897
Profanity0.009664777
Threat0.0067057298
Severe Toxicity0.0008249283
Low Tox 0.029327808 Moderate Con 0.303 Economic_Argument
Dec 29, 2025 1 likes Deportations From Canada at Their …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
Identity Attack0.0018683918
Insult0.014504919
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0010061264
Low Tox 0.028502874 Low Con 0.272 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
Another Dearborn in Canada
Another Dearborn in Canada
Identity Attack0.010211408
Insult0.014580919
Profanity0.010945748
Threat0.0067316215
Severe Toxicity0.0014305115
Low Tox 0.027913637 Low Con 0.286 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
add another comma in that number and maybe another digit or two and we are good.
add another comma in that number and maybe another digit or two and we are good.
Identity Attack0.0039402717
Insult0.010856897
Profanity0.015215653
Threat0.009722093
Severe Toxicity0.0017356873
Low Tox 0.026735162 Low Con 0.213 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
Unfortunately, they will find another way to stay even if it's unlawful.
Unfortunately, they will find another way to stay even if it's unlawful.
Identity Attack0.0037367835
Insult0.0114269
Profanity0.0113727385
Threat0.0072753434
Severe Toxicity0.00081062317
Low Tox 0.026617315 Low Con 0.259 Fear_Threat
Jan 15, 2026 116 likes 2.9 million Canadian temporary visas …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
There is another one on the West Coast called Surrey
There is another one on the West Coast called Surrey
Identity Attack0.00880549
Insult0.011198899
Profanity0.014976538
Threat0.007793174
Severe Toxicity0.0014686584
Low Tox 0.024849601 Low Con 0.292 Question
Jan 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Another thing trump could fix...
Another thing trump could fix...
Identity Attack0.0026638457
Insult0.012642908
Profanity0.011150704
Threat0.007754337
Severe Toxicity0.0010824203
Low Tox 0.024731753 Low Con 0.193 Comparative_Framing
Jun 21, 2025 3 likes How Canada broke its immigration …
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
At least they’re creating jobs, opening up store fronts. There is something we can learn from everyone. Rather have another human being like me create opportunities than the government controlling everything
Identity Attack0.0042732526
Insult0.013668913
Profanity0.011219022
Threat0.006155535
Severe Toxicity0.0005912781
Low Tox 0.024378212 Moderate Con 0.5 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing and benefits?
Identity Attack0.008324518
Insult0.00983089
Profanity0.009903891
Threat0.0065697995
Severe Toxicity0.0008916855
Low Tox 0.022728346 Moderate Con 0.349 Question
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
Identity Attack0.006511623
Insult0.010818896
Profanity0.010194245
Threat0.0062849927
Severe Toxicity0.00078201294
Low Tox 0.020607091 Constructive 0.616
Oct 15, 2018 6 likes How much do refugees and …
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
Identity Attack0.0060676485
Insult0.009013886
Profanity0.017914234
Threat0.008531082
Severe Toxicity0.0014877319
Low Tox 0.02035702 Constructive 0.535 Meta_Commentary
Dec 30, 2025 1 likes Canadian Citizenship Test 2025 – …
This how Toronto looks like in another 3 years
This how Toronto looks like in another 3 years
Identity Attack0.0054756827
Insult0.010210892
Profanity0.010313802
Threat0.00713294
Severe Toxicity0.0011014938
Low Tox 0.019728716 Low Con 0.149
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Yup... and you can post jobs that require another language other than English and French
Yup... and you can post jobs that require another language other than English and French
Identity Attack0.008028535
Insult0.008557882
Profanity0.011236101
Threat0.006084333
Severe Toxicity0.00067710876
Low Tox 0.017592486 Moderate Con 0.331 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Just one thing after another.
Just one thing after another.
Identity Attack0.0020163832
Insult0.008538882
Profanity0.0118338885
Threat0.007689608
Severe Toxicity0.0010681152
Low Tox 0.01608456 Low Con 0.3 Meta_Commentary
Sep 30, 2025 IRCC Names India in Study …
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
Identity Attack0.004439743
Insult0.007816878
Profanity0.010689554
Threat0.0069516995
Severe Toxicity0.00066280365
Low Tox 0.01608456 Constructive 0.688 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
hardly an unbiased story. somehow i think there is another side to this story.
hardly an unbiased story. somehow i think there is another side to this story.
Identity Attack0.0023678627
Insult0.009089886
Profanity0.01128734
Threat0.0066215824
Severe Toxicity0.0006532669
Low Tox 0.014702292 Moderate Con 0.306 Meta_Commentary
Jan 25, 2026 Why Canada’s immigration system has …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, the government will not allow me. This is not healthcare, this is the rationing of healthcare.
Identity Attack0.001933138
Insult0.008405882
Profanity0.010006369
Threat0.006265574
Severe Toxicity0.00059843063
Low Tox 0.014136819 Constructive 0.554 Personal_Narrative
Feb 24, 2026 21 likes 'We do know that there's …
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
Identity Attack0.0034038029
Insult0.008253881
Profanity0.009212166
Threat0.00598724
Severe Toxicity0.0005221367
Low Tox 0.011874928 Constructive 0.542 Economic_Argument
Sep 30, 2025 1 likes IRCC Names India in Study …

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.