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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.

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Search comment text, filter by category or toxicity level
Active: "It is interesting how T …" 161 comments · Page 7 of 7
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 …
its interesting how he went to the temple where they provide free meals but didnt metion that
its interesting how he went to the temple where they provide free meals but didnt metion that
Identity Attack0.011617327
Insult0.010172892
Profanity0.012858666
Threat0.006420923
Severe Toxicity0.0010442734
Low Tox 0.027442247 Moderate Con 0.325 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold in my house The point is there shouldn’t be one extra dollar that’s spent on anything that is outside of Canadian interests
Identity Attack0.0060676485
Insult0.014808921
Profanity0.010057608
Threat0.006003422
Severe Toxicity0.00071048737
Low Tox 0.025910228 Moderate Con 0.419 Policy_Critique
Feb 24, 2026 'We do know that there's …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Identity Attack0.010433395
Insult0.011692902
Profanity0.010245483
Threat0.006110225
Severe Toxicity0.0010347366
Low Tox 0.025556687 Constructive 0.753 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Man, I like this guy’s documentary is so interesting
Man, I like this guy’s documentary is so interesting
Identity Attack0.007917541
Insult0.011046898
Profanity0.021808386
Threat0.00866054
Severe Toxicity0.002002716
Low Tox 0.025203144 Moderate Con 0.403
Jan 27, 2026 Inside Canada's Indian Invasion...
i love your work, always an interesting watch
i love your work, always an interesting watch
Identity Attack0.005253696
Insult0.008937885
Profanity0.017982552
Threat0.008492245
Severe Toxicity0.0016307831
Low Tox 0.017341165 Moderate Con 0.41 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased immigration. Despite the government not properly integrating people or providing services for our own countrymen, this immigration has also staved off demographic collapse by several decades.
Identity Attack0.005512681
Insult0.010172892
Profanity0.009195087
Threat0.006003422
Severe Toxicity0.0005841255
Low Tox 0.01646154 Constructive 0.781
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Identity Attack0.0014614153
Insult0.0073798755
Profanity0.00995513
Threat0.0059030927
Severe Toxicity0.00046491623
Low Tox 0.009110395 Moderate Con 0.355 Question
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Migrants should have no rights to remain in Canada if it is deemed not in the interests of Canada.
Migrants should have no rights to remain in Canada if it is deemed not in the interests of Canada.
Identity Attack0.0049456996
Insult0.0011902818
Profanity0.000022378874
Threat0.00008871886
Severe Toxicity0.0000024695048
Low Tox 0.0072762948
Apr 14, 2025
Zero interest in going to states.
Zero interest in going to states.
Identity Attack0.00012802296
Insult0.00020636184
Profanity0.000021229078
Threat0.000021439835
Severe Toxicity0.0000019749361
Low Tox 0.0006024626
Dec 10, 2025 1 likes
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Haven't traveled outside the country in 15 years. No interest in going anywhere anyway.
Identity Attack0.000102789854
Insult0.00016099545
Profanity0.000019404317
Threat0.000021340047
Severe Toxicity0.0000021628662
Low Tox 0.00044381074
Dec 7, 2025 3 likes

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.