Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "All BS. We are in …" 133 comments · Page 5 of 6
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Identity Attack0.1007269
Insult0.0811385
Profanity0.10797132
Threat0.006912862
Severe Toxicity0.0059890747
Low Tox 0.20705862 Low Con 0.218
Jan 20, 2018 82 likes How much do refugees and …
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
Identity Attack0.026207991
Insult0.0838533
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.0076675415
Low Tox 0.20572066 Constructive 0.594
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lol the freecash promotion is such bs. Highly doubt you made 100 dollars.
Lol the freecash promotion is such bs. Highly doubt you made 100 dollars.
Identity Attack0.004069764
Insult0.0838533
Profanity0.14666493
Threat0.006757513
Severe Toxicity0.0048446655
Low Tox 0.2043827 Low Con 0.215 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
BS they are bring in more than they are deporting
BS they are bring in more than they are deporting
Identity Attack0.058401883
Insult0.061626412
Profanity0.114160895
Threat0.011223801
Severe Toxicity0.0074768066
Low Tox 0.20126031 Low Con 0.147
Dec 30, 2025 Deportations From Canada at Their …
all this ”greatest country on earth” bs😂
all this ”greatest country on earth” bs😂
Identity Attack0.036878675
Insult0.06494803
Profanity0.1612468
Threat0.0077672824
Severe Toxicity0.0075912476
Low Tox 0.200795 Low Con 0.193 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
My mom passed away in 2001 and my dad passed away in 2017, I envy them not having to deal with this BS.
My mom passed away in 2001 and my dad passed away in 2017, I envy them not having to deal with this BS.
Identity Attack0.0065486208
Insult0.07428485
Profanity0.20916378
Threat0.008556974
Severe Toxicity0.005760193
Low Tox 0.200795 Constructive 0.574 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Identity Attack0.01087737
Insult0.06250052
Profanity0.14490221
Threat0.040638234
Severe Toxicity0.009002686
Low Tox 0.20032968 Low Con 0.195
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food …
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food restaurants or pizza places, all owned and staffed them by. It used to be every fast food place here was staffed by teenagers or retired seniors, now virtually every single fast food place is staffed by a 30-50 year old foreigner. During the covid BS, they kept aggressively pumping in more and more of them. You go up to cultus lake in the summer, or Harrison Lake and it is like you walked into India. They blast their crappy music on stereos while 30 of them sit on a blanket, littering, starring. We had to get up and leave our spot at the beach last summer because 5 of them (men) came to sit behind us and they all just stared at us. It’s like the ones they’re pumping in have zero concept of first world norms. No self awareness, and no desire to inter-grate into our society and learn our language. It’s unbelievable what has happened, what our politicians are doing.
Identity Attack0.10409598
Insult0.08459369
Profanity0.099305905
Threat0.008259222
Severe Toxicity0.007247925
Low Tox 0.1991664 Constructive 0.607 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Sooooo, we in America are not the only ones feeling the BS
Sooooo, we in America are not the only ones feeling the BS
Identity Attack0.017264472
Insult0.0573046
Profanity0.196476
Threat0.007573096
Severe Toxicity0.0061416626
Low Tox 0.19409354 Moderate Con 0.366 Comparative_Framing
Aug 25, 2025 Why Canadians Are Turning Against …
CBC PROPAGANDA= BS
CBC PROPAGANDA= BS
Identity Attack0.012340514
Insult0.09416737
Profanity0.196476
Threat0.0065568537
Severe Toxicity0.010757446
Low Tox 0.18554166 Low Con 0.168
Apr 1, 2019 How much do refugees and …
U lost me when you said usa " greatest country on earth " bs
U lost me when you said usa " greatest country on earth " bs
Identity Attack0.031980325
Insult0.06424874
Profanity0.09868695
Threat0.0072106146
Severe Toxicity0.0049591064
Low Tox 0.17198499 Low Con 0.293 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Still more money then wht Canadians on ODSP : $ 2200 As for refugees give back more in the end, I call BS on that!!
Still more money then wht Canadians on ODSP : $ 2200 As for refugees give back more in the end, I call BS on that!!
Identity Attack0.06158508
Insult0.06529768
Profanity0.0961592
Threat0.008065036
Severe Toxicity0.0051879883
Low Tox 0.17025198 Constructive 0.543
Jul 8, 2019 1 likes How much do refugees and …
Canadian government officials saying that illegal border crossings to USA does not exist !!! BS!!!
Canadian government officials saying that illegal border crossings to USA does not exist !!! BS!!!
Identity Attack0.049761772
Insult0.06652143
Profanity0.062454045
Threat0.0071717775
Severe Toxicity0.004787445
Low Tox 0.16331999 Low Con 0.159 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks Tyler for exposing this BS. God bless!
Thanks Tyler for exposing this BS. God bless!
Identity Attack0.00673361
Insult0.06774519
Profanity0.14666493
Threat0.0072882893
Severe Toxicity0.005607605
Low Tox 0.16043124 Moderate Con 0.418 Solidarity
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current …
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current Minister of Immigration, Refugees and Citizenship. She was appointed to the role in May 2025 by Prime Minister Mark Carney following the April 2025 federal election. Her current activity is defined by a shift toward more restrictive and "talent-focused" policies. Here is the technical breakdown of her recent initiatives: 1. 2026 Express Entry Overhaul On February 18, 2026, Diab announced significant adjustments to the Express Entry system. The primary objective is to transition from broad intake to "sustainable levels" while addressing specific labor gaps. * New Categories: Streams were added for researchers, senior managers, transport occupations (pilots/mechanics), and foreign military personnel recruited by the Canadian Armed Forces. * Medical Priority: A specific category was introduced for foreign medical doctors already possessing Canadian work experience. * Tightened Requirements: She doubled the category-specific work experience requirement from 6 months to 12 months. This move is designed to narrow the candidate pool and prioritize those with deeper integration into the Canadian labor market. 2. Legislative Reform (Bill C-12) Diab is currently championing a major immigration and border security bill (C-12), which is moving through its third reading in the Senate as of February 26, 2026. * Executive Power: The bill grants the Governor in Council (acting on cabinet advice) broad authority to vary, cancel, or suspend immigration documents and applications in the "public interest." * Asylum Restrictions: Diab has been vocal about curbing what she terms "fraudulent" claims. The legislation proposes making anyone who has been in Canada for over a year ineligible to claim asylum, and it restricts claims from those entering via land borders outside official ports of entry. 3. Shift in Strategy The Minister’s rhetoric marks a pivot from previous Liberal administrations. Her current messaging focuses on "taking back control" of immigration levels. While she continues to promote the recruitment of "the best and brightest," she has explicitly stated the government's goal is to reduce the total annual number of both permanent and temporary residents. Summary Table | Focus Area | Recent Action | |---|---| | Express Entry | Increased experience threshold to 12 months; added military/researcher streams. | | Asylum Policy | Supporting Bill C-12 to restrict claims made after 1 year of residency. | | Staffing | Recently appointed Isaac MacDonald (former P.E.I. Liberal executive) as Director of Parliamentary Affairs.
Identity Attack0.008916483
Insult0.07365121
Profanity0.10054382
Threat0.007353018
Severe Toxicity0.00459671
Low Tox 0.15490346 Constructive 0.655 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a …
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a year. You do not have to work, As soon as they arrive in Canada, they are driving expensive cars, getting free food from Costco, getting credit cards from the bank and purchasing houses. They drive Teslas, BMWs, and the most expensive cars that they could have never ever owned in their country. The healthly men do not work and live a luxurious life all at the expense of we the tax payers. Meanwhile, hard-working, tax-paying Canadians are living paycheck to paycheck. We Canadians are sick and tired of this BS
Identity Attack0.08252834
Insult0.06634661
Profanity0.02030538
Threat0.006815769
Severe Toxicity0.0039863586
Low Tox 0.15490346 Moderate Con 0.488
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I call bs that they can't find them. They just dont want to find them
I call bs that they can't find them. They just dont want to find them
Identity Attack0.0058826595
Insult0.04090862
Profanity0.1352073
Threat0.00823333
Severe Toxicity0.0035858154
Low Tox 0.13041082 Moderate Con 0.303
Sep 29, 2025 IRCC Names India in Study …
BS ..when u say all this without accounting for the decling cdn population
BS ..when u say all this without accounting for the decling cdn population
Identity Attack0.0048837173
Insult0.04032305
Profanity0.07385241
Threat0.0069387536
Severe Toxicity0.0030899048
Low Tox 0.112953395 Low Con 0.204
Jun 18, 2025 1 likes How Canada broke its immigration …
Want to hear some real BS? Toronto renamed one of its most famous downtown squares some word from Ghana. GHANA!?!?
Want to hear some real BS? Toronto renamed one of its most famous downtown squares some word from Ghana. GHANA!?!?
Identity Attack0.008620501
Insult0.036435258
Profanity0.09486605
Threat0.0073918556
Severe Toxicity0.0039863586
Low Tox 0.112850055 Low Con 0.209
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Bs they get like 10k for a family of 4
Bs they get like 10k for a family of 4
Identity Attack0.007732552
Insult0.028392024
Profanity0.11477985
Threat0.008764107
Severe Toxicity0.0049591064
Low Tox 0.112436704 Low Con 0.294 Unverified_Claim
May 29, 2025 How much do refugees and …
C BS or what
C BS or what
Identity Attack0.004846719
Insult0.030265106
Profanity0.14402086
Threat0.0075083673
Severe Toxicity0.0049972534
Low Tox 0.11223003 Low Con 0.268
Jun 23, 2018 How much do refugees and …
I live here and call BS !
I live here and call BS !
Identity Attack0.005919657
Insult0.033901088
Profanity0.08549073
Threat0.008466354
Severe Toxicity0.0037384033
Low Tox 0.11036996 Moderate Con 0.386
Dec 25, 2025 2 likes Deportations From Canada at Their …
bs, i still cant find a job after 2.5 years.
bs, i still cant find a job after 2.5 years.
Identity Attack0.0034223017
Insult0.027476108
Profanity0.09583591
Threat0.0077672824
Severe Toxicity0.0030517578
Low Tox 0.10175867 Moderate Con 0.389
Dec 24, 2025 25 likes Deportations From Canada at Their …

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.