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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 298 of 1230
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
Identity Attack0.46028158
Insult0.25205973
Profanity0.049427703
Threat0.009023022
Severe Toxicity0.015867263
Moderate 0.4014846 Moderate Con 0.335 Moral_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian Government should do something about these Turban apes
Canadian Government should do something about these Turban apes
Identity Attack0.2816105
Insult0.43450394
Profanity0.16403814
Threat0.011741633
Severe Toxicity0.02077355
Moderate 0.4014846 Low Con 0.122 Fear_Threat
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
this is disgusting
this is disgusting
Identity Attack0.01565665
Insult0.3388922
Profanity0.22723788
Threat0.008764107
Severe Toxicity0.014705247
Moderate 0.4014846 Moderate Con 0.391 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian and I don't really like Indians.
Identity Attack0.4931391
Insult0.23704576
Profanity0.17334256
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.679 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
So much racism packed into one video
So much racism packed into one video
Identity Attack0.293411
Insult0.15236975
Profanity0.13961408
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.298 Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
“People are very friendly and dey r nize.” “These people are yucky and a liability”
“People are very friendly and dey r nize.” “These people are yucky and a liability”
Identity Attack0.038167715
Insult0.44464502
Profanity0.34391102
Threat0.009722093
Severe Toxicity0.02077355
Moderate 0.4014846 Moderate Con 0.389 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
Problem is they are not white
Problem is they are not white
Identity Attack0.48949075
Insult0.16809943
Profanity0.12374964
Threat0.010343489
Severe Toxicity0.02167734
Moderate 0.4014846 Low Con 0.205
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I just want to clarify the dude in a worker vest with his bicycle.. is a homeless guy.. He's a very bad representative of canadien population.. I wonder tho, if he's a drunk or a …
I just want to clarify the dude in a worker vest with his bicycle.. is a homeless guy.. He's a very bad representative of canadien population.. I wonder tho, if he's a drunk or a schyzo.
Identity Attack0.1808059
Insult0.47357693
Profanity0.05243378
Threat0.0072882893
Severe Toxicity0.010528564
Moderate 0.4014846 Constructive 0.509 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
SAME,CT, SCAN 6 MONTHS LIKE WTF
SAME,CT, SCAN 6 MONTHS LIKE WTF
Identity Attack0.009693438
Insult0.09416737
Profanity0.48510036
Threat0.009799767
Severe Toxicity0.023106033
Moderate 0.4014846 Moderate Con 0.313 Question
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
You hate what all Africa no way
You hate what all Africa no way
Identity Attack0.44690517
Insult0.23237456
Profanity0.18049006
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.31
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro just throw them out it's your country
Bro just throw them out it's your country
Identity Attack0.38200524
Insult0.1669316
Profanity0.092279755
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.174 Call_To_Action
Feb 13, 2026 Inside Canada's Indian Invasion...
as an Indian, we are sorry for invading your country
as an Indian, we are sorry for invading your country
Identity Attack0.44690517
Insult0.18480228
Profanity0.11477985
Threat0.044278983
Severe Toxicity0.023106033
Moderate 0.4014846 Moderate Con 0.469 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they …
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they live in their niches.
Identity Attack0.5075293
Insult0.25800487
Profanity0.044417568
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.446 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work done and defend them like in a situation at this time saying people are racist Islamophobic etc and give them everything they want backed by extremist organizations and political parties given a passport and get them to vote for them🗳 These extremists hate all religions, white people, western countries except Islam and terrorism around the world 🌎 🙄 😒 😑 😴 🤣
Identity Attack0.39870077
Insult0.40243408
Profanity0.11477985
Threat0.027515862
Severe Toxicity0.021031776
Moderate 0.4014846 Moderate Con 0.499
Dec 24, 2025 1 likes Deportations From Canada at Their …
Poop will fill the streets soon
Poop will fill the streets soon
Identity Attack0.03894114
Insult0.23704576
Profanity0.33954415
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.18 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Remove every illegal from CANADA.
Remove every illegal from CANADA.
Identity Attack0.46028158
Insult0.16766082
Profanity0.04792466
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.192
Sep 29, 2025 IRCC Names India in Study …
This is disgusting
This is disgusting
Identity Attack0.013948337
Insult0.3388922
Profanity0.22673377
Threat0.008686432
Severe Toxicity0.013995127
Moderate 0.4014846 Moderate Con 0.365 Fear_Threat
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they should’ve never let Indians in.
Identity Attack0.50515604
Insult0.23704576
Profanity0.17287734
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.291 Identity Attack Economic_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Canadians are fed up with our governments and the homeless drug addicts on disability.
Canadians are fed up with our governments and the homeless drug addicts on disability.
Identity Attack0.2808415
Insult0.43296707
Profanity0.026180768
Threat0.008103873
Severe Toxicity0.01121521
Moderate 0.4014846 Low Con 0.286
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Requests from indian « asylum seekers » should be rejected. They are economic immigrants trying to jump the queue
Requests from indian « asylum seekers » should be rejected. They are economic immigrants trying to jump the queue
Identity Attack0.48915586
Insult0.2679134
Profanity0.16450337
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.244
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.