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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

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Active: "I live in Nova Scotia …" 8 comments
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
Identity Attack0.36702603
Insult0.6149945
Profanity0.91513264
Threat0.05559385
Severe Toxicity0.45895407
Toxic 0.944597 Moderate Con 0.397 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
Identity Attack0.36733335
Insult0.21602537
Profanity0.02795705
Threat0.009023022
Severe Toxicity0.009460449
Moderate 0.3389984 Constructive 0.703 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and across the country
Identity Attack0.09741807
Insult0.03588435
Profanity0.014464149
Threat0.007624879
Severe Toxicity0.003929138
Low Tox 0.112333365 Constructive 0.524 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a feeling the government is lying about our census studies.
Identity Attack0.06340405
Insult0.04090862
Profanity0.016957775
Threat0.006537435
Severe Toxicity0.0019073486
Low Tox 0.11212669 Constructive 0.594 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
yessss thank youuu i love you tyler im from nova scotia living in calgary
yessss thank youuu i love you tyler im from nova scotia living in calgary
Identity Attack0.0065856185
Insult0.009355888
Profanity0.018802373
Threat0.008298059
Severe Toxicity0.001745224
Low Tox 0.019477395 Moderate Con 0.474 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...

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.