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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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Active: "Thank you Justin Trudeau! ❤ …" 11 comments
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as far as jobs go, you can think mark Carney, the successor of the supremely, crooked Liberal Party from Justin Trudeau. To another idiot bleeding the blind leading the blind of Liberal Party. They're the ones that allowed all these illegal immigrants in here to stay. We need mass deportations, maybe it's time to become part of the fifty first state.Let trump do his mass deportations and waive these illegal pieces of garbage foreign workers bye.Bye
Identity Attack0.27340925
Insult0.6308392
Profanity0.22542313
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.391 Insult Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous liberal government's policies on this issue had been completely "pie in the sky", thanks entirely to Justin Trudeau. The man was completely incompetent.
Identity Attack0.02238941
Insult0.50440645
Profanity0.030389199
Threat0.0068999166
Severe Toxicity0.005760193
Moderate 0.4269174 Constructive 0.527 Insult Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed …
We need Steven Harpen back .. not other kind or unresponsible we’re getting the white peoples jobs for e.g financial officers , immigration officers, educational officers, police headquarters officers etc all the top officials changed to IMMIGRANTS get those jobs now: Jamaican African South Americans Guyanese caribbeans etc… When Stephen Harpen was in seat: NO AND NIT ANYONE OR EVERYONE CAN TOUCH CANADIAN SOIL. I’m a disabled Canadian and cannot get a job over 5yrs now. Thanks to f’kn JUSTIN Trudeau ..Now Mark Carney
Identity Attack0.3817989
Insult0.26395
Profanity0.078378424
Threat0.013165667
Severe Toxicity0.020257099
Moderate 0.36095104 Constructive 0.552 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Identity Attack0.012842959
Insult0.25602314
Profanity0.015181494
Threat0.007340072
Severe Toxicity0.0037384033
Low Tox 0.27236435 Low Con 0.28
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the …
Thank Justin Trudeau for this. I was born here in Ottawa and live in low income housing. I worked since 16 years of age times have changed. Immigrants need to be sent back. All the people from India have taken jobs at Esso, Shell, Tim Hortons. Citcle K, McDonald's, Walmart!!!
Identity Attack0.27682206
Insult0.07903719
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.006790161
Low Tox 0.2359567 Constructive 0.705 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
Identity Attack0.050443888
Insult0.1087965
Profanity0.014122557
Threat0.008686432
Severe Toxicity0.0035095215
Low Tox 0.20032968 Low Con 0.26
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die industry for decades and many of my associates work for or manage tool and die businesses in Brampton. Everyone in Brampton knows what is changing there. When I try to explain to my friends that what is happening in Brampton is not balanced, they do not understand, they think I am a racist. I told them that my Indian friends in Brampton feel the same way I do. They look at me like a deer in the headlights. Nothing has turned me against a politician so vehemently as Justin Trudeau's management of immigration. The man had no idea how to effectively manage immigration in a way which would integrate people into a culture and society such as Canada. That certainly is not creating a microcosm of one nation in a city.
Identity Attack0.07012023
Insult0.06512285
Profanity0.022013342
Threat0.0089712385
Severe Toxicity0.003566742
Low Tox 0.14429577 Constructive 0.874
Sep 26, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
Thanks Justin Trudeau . Lots of major arrests recently, the family name Singh is common in the news.
Thanks Justin Trudeau . Lots of major arrests recently, the family name Singh is common in the news.
Identity Attack0.007806548
Insult0.018065477
Profanity0.009733095
Threat0.009696201
Severe Toxicity0.0014877319
Low Tox 0.040925518 Moderate Con 0.417
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
You gotta thank uncle Justin Trudeau for that.
You gotta thank uncle Justin Trudeau for that.
Identity Attack0.0019423875
Insult0.008956885
Profanity0.010979908
Threat0.006530962
Severe Toxicity0.0008201599
Low Tox 0.013131535 Moderate Con 0.324 Policy_Critique
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Say thank you to Justin Trudeau .
Say thank you to Justin Trudeau .
Identity Attack0.0018036455
Insult0.0067338715
Profanity0.0103821205
Threat0.006317357
Severe Toxicity0.000705719
Low Tox 0.00713124 Moderate Con 0.396 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.