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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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Active: "Why do they never have …" 820 comments · Page 31 of 33
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
Identity Attack0.023008294
Insult0.0025617492
Profanity0.0001309912
Threat0.0013773915
Severe Toxicity0.000007673837
Low Tox 0.027914505 Identity_Assertion
Apr 15, 2025
Will never go to the USA
Will never go to the USA
Identity Attack0.005698078
Insult0.0034665603
Profanity0.00013810494
Threat0.0025330046
Severe Toxicity0.000005706226
Low Tox 0.027837668 Comparative_Framing
Dec 9, 2025
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Canada's immigration system was never ideal. Even in the 1970's the govt. never knew who was enteringband leaving the country.
Identity Attack0.010137413
Insult0.013402912
Profanity0.009246326
Threat0.006045496
Severe Toxicity0.0007247925
Low Tox 0.02779579 Moderate Con 0.424 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
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 …
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
Identity Attack0.0027193425
Insult0.012984909
Profanity0.011423977
Threat0.0068028234
Severe Toxicity0.0006246567
Low Tox 0.027560094 Low Con 0.244 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
They have security at Tim's in Brampton?!?! I've lived in Canada 32 years n I've never seen security guards at a Tim Horton's. I don't think this is a good sign.
Identity Attack0.00569767
Insult0.014504919
Profanity0.010347961
Threat0.0062332097
Severe Toxicity0.00081062317
Low Tox 0.027206551 Constructive 0.656 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
*Came here to study as student on paper but he never went back*
*Came here to study as student on paper but he never went back*
Identity Attack0.006178642
Insult0.009868891
Profanity0.01805087
Threat0.0074565844
Severe Toxicity0.001373291
Low Tox 0.027088705 Moderate Con 0.356
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
I am retired and people come to this country. never worked a day in their life in canada and received more money than i am. Something has to change.
Identity Attack0.011839314
Insult0.012566907
Profanity0.009570839
Threat0.0060196044
Severe Toxicity0.0008869171
Low Tox 0.026735162 Moderate Con 0.449
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Identity Attack0.006030651
Insult0.013288911
Profanity0.01402008
Threat0.0066280556
Severe Toxicity0.0012588501
Low Tox 0.026499467 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
countries can't survive this, never mind all the debt we have packed on the last ten years.
countries can't survive this, never mind all the debt we have packed on the last ten years.
Identity Attack0.003089321
Insult0.011312899
Profanity0.011219022
Threat0.0065244893
Severe Toxicity0.0007915497
Low Tox 0.024849601 Moderate Con 0.314 Economic_Argument
Jan 19, 2026 96 likes Why Canada’s immigration system has …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never last even in Woke Canada.
Identity Attack0.0032373124
Insult0.014314918
Profanity0.011031146
Threat0.0063238298
Severe Toxicity0.0007915497
Low Tox 0.024378212 Moderate Con 0.394 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Came to Canada from Barbados 11 years ago and worked for everything I have. Never got help from the government.
Identity Attack0.008879486
Insult0.011730902
Profanity0.010501678
Threat0.0061425893
Severe Toxicity0.0007534027
Low Tox 0.02308189 Constructive 0.522 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Is /pol/ a never ending steam of content ideas for homeboy?
Is /pol/ a never ending steam of content ideas for homeboy?
Identity Attack0.00466173
Insult0.010362893
Profanity0.018392462
Threat0.0074048014
Severe Toxicity0.0013160706
Low Tox 0.022728346 Low Con 0.183
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back …
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back log they have
Identity Attack0.0024048607
Insult0.011730902
Profanity0.0113215
Threat0.006304411
Severe Toxicity0.0006866455
Low Tox 0.022610499 Moderate Con 0.362
Aug 22, 2018 How much do refugees and …
I live 30 minutes from Scarborough mall and I would never go shopping anywhere near the GTA area EVER! I head an hour and a half north to small communities for any shopping.
I live 30 minutes from Scarborough mall and I would never go shopping anywhere near the GTA area EVER! I head an hour and a half north to small communities for any shopping.
Identity Attack0.0045137387
Insult0.011692902
Profanity0.010484599
Threat0.0063497215
Severe Toxicity0.00086307526
Low Tox 0.022374803 Constructive 0.559
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
Identity Attack0.008028535
Insult0.010780896
Profanity0.009698936
Threat0.0058966195
Severe Toxicity0.0007200241
Low Tox 0.022256956 Constructive 0.643 Personal_Narrative
Feb 18, 2026 5 likes LILLEY UNLEASHED: The fall of …
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
Identity Attack0.0051427023
Insult0.011540901
Profanity0.012004685
Threat0.0062267366
Severe Toxicity0.00096321106
Low Tox 0.022021262 Moderate Con 0.464 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
If the schools never told the gov about missing students do the employers tell the gov about missing workers?????
Identity Attack0.003311308
Insult0.010590895
Profanity0.011014067
Threat0.006537435
Severe Toxicity0.00081539154
Low Tox 0.021903414 Low Con 0.289
Jan 14, 2026 IRCC Names India in Study …
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
Identity Attack0.009360458
Insult0.010286893
Profanity0.009306105
Threat0.0063432488
Severe Toxicity0.00084877014
Low Tox 0.021785567 Constructive 0.504
Dec 28, 2025 1 likes Deportations From Canada at Their …
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
Identity Attack0.004587734
Insult0.0113509
Profanity0.010809111
Threat0.0059678215
Severe Toxicity0.000705719
Low Tox 0.021196328 Constructive 0.503 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not …
I cannot do business with them…i tried, but my price is never low enough, constantly trying for freebies while doing a job for them and the renegotiation process when the work is complete is not enjoyable…my answer…sorry, too busy. I’d rather have a day off.
Identity Attack0.0017388993
Insult0.0115029
Profanity0.011526455
Threat0.006058442
Severe Toxicity0.0005912781
Low Tox 0.020960633 Constructive 0.544 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times and never read the book. This video is good enough to help me with the test.
Identity Attack0.0058086636
Insult0.008994885
Profanity0.019280603
Threat0.009359611
Severe Toxicity0.0017261505
Low Tox 0.019100413 Constructive 0.643
Jul 22, 2025 38 likes Canadian Citizenship Test 2025 – …
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
Identity Attack0.0015631594
Insult0.011160898
Profanity0.010706633
Threat0.0059548756
Severe Toxicity0.0005698204
Low Tox 0.018849092 Constructive 0.579
Sep 10, 2018 10 likes How much do refugees and …
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Identity Attack0.006511623
Insult0.010134893
Profanity0.016035475
Threat0.0068416605
Severe Toxicity0.001115799
Low Tox 0.01847211 Moderate Con 0.476 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in crowded halls. We see it in tents against winter wind, we hear it in ER sirens that never sleep, we feel it in classrooms stretched past breath. This is not red or blue. It is heartbeat and shelter and future. Stand together. Guard the door. Restore the quiet strength of our home—now.
Identity Attack0.0034038029
Insult0.009279887
Profanity0.012551232
Threat0.00713294
Severe Toxicity0.00096797943
Low Tox 0.01633588 Constructive 0.599 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.