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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

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Active: "The US of A put …" 58 comments · Page 3 of 3
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am …
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am not against immigration, I am against mass immigration. There should be no more than 10,000 entering the country every year, and not all mainly from one country. The Liberal government is lining us up for disaster under the direction of the WEF.
Identity Attack0.032753747
Insult0.03070583
Profanity0.013473531
Threat0.008349842
Severe Toxicity0.0019836426
Low Tox 0.10089093 Constructive 0.598 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and free EVERYTHING! I made 30 thousand working and paying for them...GAWD help us all that have put our entire lives into paying for other people and countries well being, maybe one day Canada will put me first and make sure I can afford to eat in this country
Identity Attack0.058401883
Insult0.024640027
Profanity0.012004685
Threat0.0060066585
Severe Toxicity0.0021076202
Low Tox 0.08953904 Constructive 0.716 Personal_Narrative
Feb 27, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would work for
Identity Attack0.030691283
Insult0.01890341
Profanity0.011628932
Threat0.0064597605
Severe Toxicity0.0014591217
Low Tox 0.057748068 Moderate Con 0.472 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. Prime Minister in place had an election and somehow he was still the Prime Minister so much for voting.
Identity Attack0.0047357255
Insult0.023221988
Profanity0.015557245
Threat0.006757513
Severe Toxicity0.0010728836
Low Tox 0.051068526 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
Identity Attack0.0034777985
Insult0.0114649
Profanity0.010535837
Threat0.006272047
Severe Toxicity0.000667572
Low Tox 0.021785567 Constructive 0.771 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Ah! Thank you very much for putting this practice test together. I got 18 out of 20! You have helped so many of us and we are very grateful!
Ah! Thank you very much for putting this practice test together. I got 18 out of 20! You have helped so many of us and we are very grateful!
Identity Attack0.002885833
Insult0.007778878
Profanity0.01309778
Threat0.0072882893
Severe Toxicity0.0010156631
Low Tox 0.011937759 Constructive 0.671 Meta_Commentary
Jan 6, 2026 1 likes Canadian Citizenship Test 2025 – …

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.