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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "usa has been the world's …" 34 comments · Page 2 of 2
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Inside Canada's Indian Invasion... · 45: Cluster #44
Close reading → Discourse → Video sentiment →
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine thinking the USA is the greatest country in the world
Imagine thinking the USA is the greatest country in the world
Inside Canada's Indian Invasion... · 48: Cluster #47
Close reading → Discourse → Video sentiment →
Identity Attack0.023595277
Insult0.015416925
Profanity0.019963788
Threat0.008065036
Severe Toxicity0.002155304
Low Tox 0.049584184 Low Con 0.142 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Invasion...
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the …
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the USA border, these people get into an airport, but how?
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.021183543
Insult0.011844902
Profanity0.010330882
Threat0.006304411
Severe Toxicity0.0011062622
Low Tox 0.032627538 Moderate Con 0.34
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0011994684
Insult0.002749452
Profanity0.000105210725
Threat0.0029555399
Severe Toxicity0.000006617666
Low Tox 0.017347202 Comparative_Framing
Dec 10, 2025
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
· 27: Cluster #26
Close reading → Discourse → Video sentiment →
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
This world is never be the same every where you go not just the USA.
This world is never be the same every where you go not just the USA.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00043323298
Insult0.0007989344
Profanity0.00003867091
Threat0.000058769103
Severe Toxicity0.0000022060215
Low Tox 0.0022614724
Dec 7, 2025
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Why would any Canadian still want to go to the USA? Boycot the World Cup.
· 6: Cluster #5
Close reading → Discourse → Video sentiment →
Identity Attack0.0010031435
Insult0.0003425855
Profanity0.000034743753
Threat0.000071415816
Severe Toxicity0.0000028956022
Low Tox 0.0015371105 Call_To_Action
Dec 8, 2025
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in …
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in Canada so long USA
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00005048602
Insult0.00017170592
Profanity0.000022286635
Threat0.000020514557
Severe Toxicity0.0000023438358
Low Tox 0.0003805725 Call_To_Action
Dec 8, 2025 1 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.