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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

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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: "Just curious if you are …" 20 comments
curious question : Would Canada prefer more Muslims, Africans or Indians ?? pick your poison . 😂 . Your corrupt politicians have screwed over your country ...
curious question : Would Canada prefer more Muslims, Africans or Indians ?? pick your poison . 😂 . Your corrupt politicians have screwed over your country ...
Identity Attack0.57150364
Insult0.6099415
Profanity0.26603898
Threat0.011819307
Severe Toxicity0.049354076
Moderate 0.6342749 Low Con 0.206 Identity Attack Insult Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your …
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your mental process? Im genuinely curious
Identity Attack0.44690517
Insult0.4962726
Profanity0.42990944
Threat0.011042561
Severe Toxicity0.02444411
Moderate 0.53579444 Moderate Con 0.418 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son …
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son is currently still running this scam with indian agents who lie and commit fraud and other wise lie on the application the ileds and also lie to the government about money in there bank 😂😂😂 i have more i have been trying to tell mps from coast to coast but no one will listen i have names and times and i have even know one of the indians that fled canada cause the government wanted him too and still scamming canada 😂 i have all the information if you guys are even slight curious 😂😂 😂
Identity Attack0.22935481
Insult0.3388922
Profanity0.1589207
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.593
Nov 23, 2025 Quebec Ends Economic Immigration Program …
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Identity Attack0.4453683
Insult0.16780703
Profanity0.1184936
Threat0.011223801
Severe Toxicity0.01896597
Moderate 0.36095104 Moderate Con 0.443 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
Taylor the overly curious YouTube interviewer grift has been dead.
Taylor the overly curious YouTube interviewer grift has been dead.
Identity Attack0.029144434
Insult0.16846494
Profanity0.1308005
Threat0.13815513
Severe Toxicity0.014188796
Moderate 0.3260917 Low Con 0.128 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the years coming when the White working people are retired and no longer paying for the subsidized wages. I guess that’s why Carney wants to tax the equity in our payed off homes. Gene pool going to get thin for the elites as Caucasian race is genocided.
Identity Attack0.34974504
Insult0.10148193
Profanity0.047173142
Threat0.048481647
Severe Toxicity0.011520386
Low Tox 0.295883 Moderate Con 0.441
Jun 19, 2025 How Canada broke its immigration …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.32184324
Insult0.076819435
Profanity0.029460056
Threat0.0076507707
Severe Toxicity0.0075912476
Low Tox 0.27750343 Constructive 0.638 Question
Feb 5, 2026 Inside Canada's Indian Metropolis (Brampton)
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? "Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.29188538
Insult0.071750276
Profanity0.043916557
Threat0.008453408
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.633 Question
Feb 15, 2026 Inside Canada's Indian Metropolis (Brampton)
Finland is full of indians too. Im not racist but im very curious; why?
Finland is full of indians too. Im not racist but im very curious; why?
Identity Attack0.2839175
Insult0.06529768
Profanity0.07999486
Threat0.008427517
Severe Toxicity0.008354187
Low Tox 0.24763705 Moderate Con 0.435 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
Identity Attack0.26325142
Insult0.03511308
Profanity0.02836696
Threat0.011974656
Severe Toxicity0.0061798096
Low Tox 0.19314334 Moderate Con 0.426 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple question: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.18546575
Insult0.0573046
Profanity0.027820412
Threat0.009178371
Severe Toxicity0.0064086914
Low Tox 0.17198499 Constructive 0.754 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Spent my first 21 years in Brampton and in that time it grew in population and decayed in culture. I will likely never move back. And if you are curious about why Btowns driving is …
Spent my first 21 years in Brampton and in that time it grew in population and decayed in culture. I will likely never move back. And if you are curious about why Btowns driving is so awful, go look at the local dmv... you might find something there.
Identity Attack0.0102854045
Insult0.06267534
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0018310547
Low Tox 0.112643376 Constructive 0.674 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
I'm curious to know if immigrants were treated the same as Canadian citizens if they would even show up here
Identity Attack0.08500996
Insult0.020643732
Profanity0.0137468055
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.09872158 Constructive 0.516
Aug 25, 2025 9 likes Why Canadians Are Turning Against …
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Identity Attack0.011617327
Insult0.033901088
Profanity0.025634222
Threat0.0068869707
Severe Toxicity0.0017261505
Low Tox 0.09655223 Moderate Con 0.41 Meta_Commentary
Oct 2, 2025 How Canada broke its immigration …
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Once enough Canadians are broke UBI will be introduced, right along side a digital ID program. And birth rates? Well, curiously those went down after the plandemic.
Identity Attack0.051353373
Insult0.02618698
Profanity0.012073003
Threat0.009281937
Severe Toxicity0.0023174286
Low Tox 0.09394901 Low Con 0.203 Unverified_Claim
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, …
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, Sudan 🇸🇩, And Kenya 🇰🇪 To, Started Coming To Canada 🍁 🇨🇦 ?
Identity Attack0.07094744
Insult0.018065477
Profanity0.015659723
Threat0.0066798385
Severe Toxicity0.00289917
Low Tox 0.077668175 Moderate Con 0.322
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Identity Attack0.011617327
Insult0.008538882
Profanity0.00998929
Threat0.0062332097
Severe Toxicity0.0007915497
Low Tox 0.019854378 Moderate Con 0.362 Question
Feb 23, 2026 Canada's tighter immigration policy divides …
soon in the EU with the new "trade deal". I'm curious who voted for this...
soon in the EU with the new "trade deal". I'm curious who voted for this...
Identity Attack0.0046247323
Insult0.0094128875
Profanity0.010740792
Threat0.0069516995
Severe Toxicity0.0008010864
Low Tox 0.018723432 Moderate Con 0.422 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Curious what experts say "they will give back more to Canada then they will cost in the beginning"? I would like to see some facts to back up that claim and how long that would …
Curious what experts say "they will give back more to Canada then they will cost in the beginning"? I would like to see some facts to back up that claim and how long that would take.
Identity Attack0.00362579
Insult0.007645877
Profanity0.0088961935
Threat0.0061425893
Severe Toxicity0.0004506111
Low Tox 0.010429831 Moderate Con 0.387
Aug 1, 2018 74 likes How much do refugees and …

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.