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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

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: "Time to shut off the …" 10 comments
Indian people openly give ads.. Hiring only Indians and the govt has shut their eyes.... Meanwhile young white ppl suffer.. Time to hit the streets
Indian people openly give ads.. Hiring only Indians and the govt has shut their eyes.... Meanwhile young white ppl suffer.. Time to hit the streets
Identity Attack0.5075293
Insult0.25205973
Profanity0.14930901
Threat0.34876925
Severe Toxicity0.024960563
Moderate 0.45549932 Moderate Con 0.327 Identity Attack
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining …
I am not anti migration but I am against those who come here and will not assimilate to Canadian ways but bring with them the crap they left their own Country for and are ruining Canada it's time to shut the door and make new rules when Migrants want to live in Canada they have to Assimilate to Canadian customs and laws .
Identity Attack0.3857254
Insult0.4596616
Profanity0.33453682
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.45090583 Constructive 0.546
Aug 29, 2025 Why Canadians Are Turning Against …
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Identity Attack0.40255263
Insult0.14874944
Profanity0.023721304
Threat0.04233929
Severe Toxicity0.016577384
Moderate 0.3375374 Moderate Con 0.356
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend …
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend better value no exchange rate.
Identity Attack0.0046557887
Insult0.15017739
Profanity0.0022990184
Threat0.00050246605
Severe Toxicity0.000007764708
Low Tox 0.18352273
Dec 8, 2025
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many universities shut down when students stopped to come secondly students pays 3 times higher fees and 20000$ to gic with stays with Canadian bank for two years and secondly which money u are talking do u have any document that government gives free money? There is difference between refugees and students, this polish guy him self is on road half naked and talking about others are dirty firstly go and fcng take shower
Identity Attack0.025404079
Insult0.07967083
Profanity0.028093686
Threat0.007586042
Severe Toxicity0.004272461
Low Tox 0.16331999 Constructive 0.606
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our …
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our own countries time we woke up
Identity Attack0.051126
Insult0.028171662
Profanity0.016547862
Threat0.0068869707
Severe Toxicity0.002784729
Low Tox 0.103928015 Moderate Con 0.401 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no …
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no time. I’d suggest the immigrants who are setting up businesses to extend their employment to other racial groups. The government should screen better and slow or shut immigration down for some time.
Identity Attack0.059311368
Insult0.018645585
Profanity0.013029462
Threat0.007974415
Severe Toxicity0.0020885468
Low Tox 0.08479069 Constructive 0.636 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Time to shut the gates and look better after our own who need more help than ever before
Time to shut the gates and look better after our own who need more help than ever before
Identity Attack0.0037922803
Insult0.013478912
Profanity0.012243799
Threat0.008505191
Severe Toxicity0.0011920929
Low Tox 0.034041706 Moderate Con 0.356
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and …
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and they told me to shut off the t v
Identity Attack0.000078428246
Insult0.00030842802
Profanity0.000032065822
Threat0.00007475557
Severe Toxicity0.0000023035361
Low Tox 0.0009950195
Dec 11, 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.