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: "I don't get it. If …" 2,660 comments · Page 99 of 107
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in …
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in Quebec .
Identity Attack0.014350293
Insult0.0113509
Profanity0.009750174
Threat0.0062979385
Severe Toxicity0.00089645386
Low Tox 0.02920996 Constructive 0.593
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Identity Attack0.010507392
Insult0.011692902
Profanity0.015079016
Threat0.007637825
Severe Toxicity0.0011348724
Low Tox 0.02920996 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Identity Attack0.0045507364
Insult0.012566907
Profanity0.010996987
Threat0.008440462
Severe Toxicity0.0013446808
Low Tox 0.029092113 Moderate Con 0.401 Call_To_Action
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
Identity Attack0.0025343532
Insult0.012490907
Profanity0.01174849
Threat0.008789998
Severe Toxicity0.0009202957
Low Tox 0.029092113 Moderate Con 0.456 Personal_Narrative
Sep 29, 2025 1 likes IRCC Names India in Study …
Here we go again............................................................................................................................................................... (get it?..........(nowhere!!!!!!)
Here we go again............................................................................................................................................................... (get it?..........(nowhere!!!!!!)
Identity Attack0.0016186562
Insult0.012072904
Profanity0.012517073
Threat0.0072106146
Severe Toxicity0.0012874603
Low Tox 0.028856417 Low Con 0.265
Jan 10, 2026 New rules, regulations take effect …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get more money for their kids.
Identity Attack0.0058086636
Insult0.015796926
Profanity0.010638315
Threat0.006003422
Severe Toxicity0.00077724457
Low Tox 0.028856417 Moderate Con 0.369
Aug 26, 2025 Why Canadians Are Turning Against …
You can complain about it or blame the newcomers many of which have contributed to these problems but the real solution is to force change in government policy so things can eventually start getting better
You can complain about it or blame the newcomers many of which have contributed to these problems but the real solution is to force change in government policy so things can eventually start getting better
Identity Attack0.009545447
Insult0.012642908
Profanity0.012892825
Threat0.0073789097
Severe Toxicity0.0010538101
Low Tox 0.02873857 Moderate Con 0.461 Policy_Critique
Sep 14, 2025 How Canada broke its immigration …
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 …
Hey, it's a fantastic vote getting machine
Hey, it's a fantastic vote getting machine
Identity Attack0.004402745
Insult0.012452906
Profanity0.017299367
Threat0.008103873
Severe Toxicity0.0017261505
Low Tox 0.028502874 Low Con 0.275
Nov 21, 2025 Thousands of refugees allowed into …
You don’t need permit to work in Canada. They all are employed by their friends and family. So you get zero tax.
You don’t need permit to work in Canada. They all are employed by their friends and family. So you get zero tax.
Identity Attack0.012641981
Insult0.012376905
Profanity0.010194245
Threat0.0058739646
Severe Toxicity0.000872612
Low Tox 0.028385026 Low Con 0.268
Oct 1, 2025 10 likes IRCC Names India in Study …
Getting views on the name of India
Getting views on the name of India
Identity Attack0.01766643
Insult0.010096892
Profanity0.018734055
Threat0.009437286
Severe Toxicity0.0021839142
Low Tox 0.028385026 Moderate Con 0.312 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
You didn't mention free dental care which Canadians do not get.
You didn't mention free dental care which Canadians do not get.
Identity Attack0.017867407
Insult0.012566907
Profanity0.009195087
Threat0.0057606893
Severe Toxicity0.000834465
Low Tox 0.028149333 Moderate Con 0.468
Dec 15, 2019 7 likes How much do refugees and …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years …
This is the system: Student immigrates to Canada on a student Visa, gets a Diploma which they use to get a Post-Graduation Work Permit, this is used to get Permanent Residence (PR). After 3 years apply for Citizenship, which makes it easier to bring their parents into Canada. Those parents apply for PR, then wait 3 years, after which they can also apply for Citizenship. If they are 55+ years old, they don't need to take the test or prove they can speak the English. They just apply and get become Citizens. All of this while enjoying the benefits of a Socialized Healthcare, Old Age Pension after 65+, Canada Child Benefit paid to parents with kids under 18, and more. This is not a sustainable economic model, we WILL run out of money. Technically we already have 😂
Identity Attack0.00984143
Insult0.014124917
Profanity0.01265371
Threat0.0065115434
Severe Toxicity0.0011348724
Low Tox 0.028149333 Constructive 0.612 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Identity Attack0.001692652
Insult0.0129089095
Profanity0.011663092
Threat0.008116818
Severe Toxicity0.00086307526
Low Tox 0.027677942 Moderate Con 0.453 Fear_Threat
Jan 27, 2026 212 likes Inside Canada's Indian Invasion...
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 …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
Identity Attack0.0024048607
Insult0.016556932
Profanity0.011680172
Threat0.0060066585
Severe Toxicity0.00076293945
Low Tox 0.027560094 Moderate Con 0.397
Oct 19, 2024 1 likes How much do refugees and …
Kids are losing their job opportunities due to the government subsidized programs that businesses benefit from to save money. Remove those programs, then your children will get job application replies
Kids are losing their job opportunities due to the government subsidized programs that businesses benefit from to save money. Remove those programs, then your children will get job application replies
Identity Attack0.0037922803
Insult0.012072904
Profanity0.0113385795
Threat0.0077025536
Severe Toxicity0.0009441376
Low Tox 0.027442247 Moderate Con 0.324 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Let's get it rolling .
Let's get it rolling .
Identity Attack0.003866276
Insult0.010248893
Profanity0.018665737
Threat0.01101667
Severe Toxicity0.0019931793
Low Tox 0.027206551 Low Con 0.294 Call_To_Action
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
Identity Attack0.008583503
Insult0.014238917
Profanity0.010894509
Threat0.005906329
Severe Toxicity0.00089645386
Low Tox 0.027088705 Moderate Con 0.387 Unverified_Claim
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
Identity Attack0.012061302
Insult0.011996903
Profanity0.009442741
Threat0.0062008454
Severe Toxicity0.0009012222
Low Tox 0.026970858 Constructive 0.578
Nov 26, 2025 Quebec Ends Economic Immigration Program …
this is a 180 from the past 5 years, however, it is a false promise. once the immigration cuts are out of recent memory of the voter base, restaurants begin to need customers (11,000 shuttered …
this is a 180 from the past 5 years, however, it is a false promise. once the immigration cuts are out of recent memory of the voter base, restaurants begin to need customers (11,000 shuttered in 2 years), colleges get surplus nostalgia, and landlords demand their inflated rental income (see economic rent), the government will ramp the numbers up again.
Identity Attack0.0062526376
Insult0.01309891
Profanity0.010604155
Threat0.0065827454
Severe Toxicity0.00081062317
Low Tox 0.026970858 Constructive 0.518 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for this?
Identity Attack0.008953481
Insult0.012756908
Profanity0.010040528
Threat0.0062914654
Severe Toxicity0.00093460083
Low Tox 0.026735162 Moderate Con 0.428 Unverified_Claim
Dec 30, 2025 Deportations From Canada at Their …
So they get what we get but only we pay for it.
So they get what we get but only we pay for it.
Identity Attack0.00258985
Insult0.010970897
Profanity0.012858666
Threat0.007935578
Severe Toxicity0.0010824203
Low Tox 0.026617315 Moderate Con 0.336
Oct 25, 2017 59 likes How much do refugees and …

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.