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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: "This is how a world …" 1,032 comments · Page 41 of 42
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Identity Attack0.004439743
Insult0.0084818825
Profanity0.010501678
Threat0.0062137907
Severe Toxicity0.0006866455
Low Tox 0.0131943645 Moderate Con 0.405 Advertisement_Spam
Jun 20, 2025 How Canada broke its immigration …
Donald trump actively trying to turn America into a third world country
Donald trump actively trying to turn America into a third world country
Identity Attack0.00039082437
Insult0.006611411
Profanity0.000059223566
Threat0.00011876498
Severe Toxicity0.000001919801
Low Tox 0.013104271 Unverified_Claim
Dec 9, 2025
On the bright side. Canada should rise on the cricket world rankings.
On the bright side. Canada should rise on the cricket world rankings.
Identity Attack0.004347248
Insult0.00808288
Profanity0.010296722
Threat0.006492125
Severe Toxicity0.00071525574
Low Tox 0.011874928 Low Con 0.276 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I remember Tiger Singh the ex wrestler who became businessman in Brampton. He was very famous in the world of Australian wrestling in the early 1970’s.
I remember Tiger Singh the ex wrestler who became businessman in Brampton. He was very famous in the world of Australian wrestling in the early 1970’s.
Identity Attack0.0032743104
Insult0.007170874
Profanity0.011184863
Threat0.0067898775
Severe Toxicity0.00061035156
Low Tox 0.009361716 Constructive 0.602 Personal_Narrative
Dec 3, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Another world class story covered Thanks Tyler.
Another world class story covered Thanks Tyler.
Identity Attack0.0010544389
Insult0.0072658747
Profanity0.009493981
Threat0.0059095654
Severe Toxicity0.00047445297
Low Tox 0.00719407 Moderate Con 0.457
Jan 27, 2026 Inside Canada's Indian Invasion...
Import third world get treated like third world
Import third world get treated like third world
Identity Attack0.0011062972
Insult0.0010005025
Profanity0.00003378188
Threat0.0007088552
Severe Toxicity0.0000040217283
Low Tox 0.006588108 Identity_Assertion
Dec 8, 2025 1 likes
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…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
Thank you world for not supporting American economy and a military state country!
Thank you world for not supporting American economy and a military state country!
Identity Attack0.00083915686
Insult0.0011553422
Profanity0.00007973959
Threat0.000067632864
Severe Toxicity0.0000027497417
Low Tox 0.004349994 Moral_Argument
Dec 9, 2025
Don't Go what' do they have we canadian don't have. The world is big go some other place..
Don't Go what' do they have we canadian don't have. The world is big go some other place..
Identity Attack0.002306108
Insult0.00087561406
Profanity0.00005849234
Threat0.000109016495
Severe Toxicity0.0000031675106
Low Tox 0.0036801049 Identity_Assertion
Dec 9, 2025 1 likes
Anyone surprised. Under the Liberals, Canada let’s in thousands of unvetted persons from around the world!
Anyone surprised. Under the Liberals, Canada let’s in thousands of unvetted persons from around the world!
Identity Attack0.0002600431
Insult0.0009480462
Profanity0.000028287086
Threat0.000049987124
Severe Toxicity0.0000018092055
Low Tox 0.0023935167
Dec 7, 2025 38 likes
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.
Identity Attack0.00043323298
Insult0.0007989344
Profanity0.00003867091
Threat0.000058769103
Severe Toxicity0.0000022060215
Low Tox 0.0022614724
Dec 7, 2025
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
Identity Attack0.00013471128
Insult0.00049080193
Profanity0.000024154384
Threat0.00010638219
Severe Toxicity0.0000022922763
Low Tox 0.0016449208 Policy_Critique
Dec 10, 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.
Identity Attack0.0010031435
Insult0.0003425855
Profanity0.000034743753
Threat0.000071415816
Severe Toxicity0.0000028956022
Low Tox 0.0015371105 Call_To_Action
Dec 8, 2025
LIBERALS MAKE CANADA 3ed WORLD
LIBERALS MAKE CANADA 3ed WORLD
Identity Attack0.00010352851
Insult0.0006639782
Profanity0.000025611513
Threat0.000036034384
Severe Toxicity0.0000014579114
Low Tox 0.00152461
Apr 21, 2025
Newsflash. They do this all over the world now at customs.
Newsflash. They do this all over the world now at customs.
Identity Attack0.000117951815
Insult0.00049173145
Profanity0.000026127827
Threat0.000041258565
Severe Toxicity0.0000017261256
Low Tox 0.0013304314
Dec 12, 2025
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" …
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" for Yanks wanting to go to Alaska, Point Roberts and the North West Angle should focus the "murican mindset wonderfully" Far too long have we give them a break.
Identity Attack0.00059858494
Insult0.0002636598
Profanity0.000045734458
Threat0.00003525252
Severe Toxicity0.0000029478283
Low Tox 0.0011098926 Comparative_Framing
Dec 8, 2025 5 likes
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What …
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What a poor social-economic-political analysis. Sorry, Canada cannot take care of the whole world while some Canadians are in dare situation and the influx of immigrants are stifling off the resources and billions are given to foreign country to aid war.
Identity Attack0.00050741405
Insult0.00034904556
Profanity0.00002245363
Threat0.000031806645
Severe Toxicity0.0000024682852
Low Tox 0.0010979186 Policy_Critique
Apr 14, 2025
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Identity Attack0.000098772616
Insult0.00027792813
Profanity0.00003744795
Threat0.00013025607
Severe Toxicity0.0000027030273
Low Tox 0.0009716136 Humor_Satire
Dec 10, 2025
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Identity Attack0.00016125571
Insult0.00033830001
Profanity0.00003454697
Threat0.000036858186
Severe Toxicity0.0000018846267
Low Tox 0.0009357696 Policy_Critique
Dec 10, 2025
Of course Canadian must be included: the "new" Canada consists of mostly third world refugees and economic immigrants, and nobody is checking who is landing here anymore.
Of course Canadian must be included: the "new" Canada consists of mostly third world refugees and economic immigrants, and nobody is checking who is landing here anymore.
Identity Attack0.0003822023
Insult0.00020252395
Profanity0.000016734057
Threat0.000042898202
Severe Toxicity0.0000025539964
Low Tox 0.00080448174
Dec 8, 2025 1 likes
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
Identity Attack0.00036653172
Insult0.00021574546
Profanity0.000030279818
Threat0.000035926885
Severe Toxicity0.0000024186936
Low Tox 0.0007478373
Dec 8, 2025 1 likes
yeah...not for a while. So many other cool places around the world to see and without the hassle
yeah...not for a while. So many other cool places around the world to see and without the hassle
Identity Attack0.000059105987
Insult0.00032602556
Profanity0.000029315594
Threat0.000020379386
Severe Toxicity0.0000019348618
Low Tox 0.0006949049 Personal_Narrative
Dec 8, 2025 6 likes
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world …
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world is out there. Magastan wants to isolate itself?… So be it.
Identity Attack0.00013730553
Insult0.000262913
Profanity0.000026348744
Threat0.000031802887
Severe Toxicity0.0000020728714
Low Tox 0.000656457
Dec 8, 2025
Nothing wrong that they doing it all over the world so what’s the deal
Nothing wrong that they doing it all over the world so what’s the deal
Identity Attack0.00007336691
Insult0.00018026022
Profanity0.000029441104
Threat0.000028547329
Severe Toxicity0.000002170073
Low Tox 0.0005108144
Dec 8, 2025 5 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.