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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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30,738 comments · Page 236 of 1230
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA …
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA and Canada , and there still will be pretty damn overpopulated and tight in India
Identity Attack0.3958119
Insult0.35161978
Profanity0.42185885
Threat0.01750142
Severe Toxicity0.02604016
Moderate 0.45396814 Low Con 0.255
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Targeting indian for view great
Targeting indian for view great
Identity Attack0.5135796
Insult0.18604483
Profanity0.1854088
Threat0.4352635
Severe Toxicity0.14916596
Moderate 0.45396814 Moderate Con 0.315 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
Identity Attack0.5135796
Insult0.34135336
Profanity0.12551236
Threat0.038220957
Severe Toxicity0.023176458
Moderate 0.45396814 Low Con 0.282 Identity Attack Humor_Satire
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I don’t think an Indian will never be considered a real Canadian. When I think of Canadian I think of a White person, a Métis person, or an Eskimo person. Indians are interlopers upon Canadian …
I don’t think an Indian will never be considered a real Canadian. When I think of Canadian I think of a White person, a Métis person, or an Eskimo person. Indians are interlopers upon Canadian civilization.
Identity Attack0.55044734
Insult0.3493834
Profanity0.10301965
Threat0.01750142
Severe Toxicity0.023645958
Moderate 0.45396814 Moderate Con 0.432 Identity Attack
Oct 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
Identity Attack0.5485698
Insult0.28586254
Profanity0.10611444
Threat0.05171447
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.361 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I want Inside India's Caucasian Invasion next.
I want Inside India's Caucasian Invasion next.
Identity Attack0.5051609
Insult0.24928534
Profanity0.2268346
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.45243698 Low Con 0.252 Identity Attack Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Did he say Africans have low intelligence?? Jheez
Did he say Africans have low intelligence?? Jheez
Identity Attack0.50515765
Insult0.39297962
Profanity0.20700185
Threat0.009877442
Severe Toxicity0.023364257
Moderate 0.45243698 Low Con 0.184 Identity Attack Question
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
Identity Attack0.46028158
Insult0.3416952
Profanity0.17380778
Threat0.05753354
Severe Toxicity0.032316983
Moderate 0.45243698 Low Con 0.276 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
Identity Attack0.50125694
Insult0.44126466
Profanity0.12220735
Threat0.028379176
Severe Toxicity0.023364257
Moderate 0.45243698 Low Con 0.265 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
Identity Attack0.061130337
Insult0.36798462
Profanity0.20483992
Threat0.015947454
Severe Toxicity0.021290002
Moderate 0.45243698 Low Con 0.228 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
Identity Attack0.5203519
Insult0.41530323
Profanity0.2395431
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.45243698 Low Con 0.129 Identity Attack Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I’m as racist as the next guy. 😂
I’m as racist as the next guy. 😂
Identity Attack0.38200524
Insult0.26957804
Profanity0.17926037
Threat0.02682521
Severe Toxicity0.023076924
Moderate 0.45243698 Moderate Con 0.343 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse …
I agree JamCan, they left us with no other option than to become the 51st state. We need ICE up here to get rid of the trash 🤮 Our Liberltard gov’t is making it worse every day
Identity Attack0.10221587
Insult0.5072643
Profanity0.16217725
Threat0.013579931
Severe Toxicity0.016254602
Moderate 0.45243698 Moderate Con 0.436 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Only greedy people will leave india for Canada and they will suffer a lot like the gipseys
Only greedy people will leave india for Canada and they will suffer a lot like the gipseys
Identity Attack0.41222036
Insult0.47384647
Profanity0.15019037
Threat0.13633445
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.212 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. 2. Immerse & adapt yourself in Canadian culture. For all : Sikhs are good people. Khalistanis are extremists.
Identity Attack0.55044734
Insult0.3416952
Profanity0.07126612
Threat0.063999176
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.57 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Identity Attack0.48915586
Insult0.4125297
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.022322904
Moderate 0.45243698 Moderate Con 0.349 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Another video to spread hatred against Indians.
Another video to spread hatred against Indians.
Identity Attack0.50125694
Insult0.18107465
Profanity0.14754629
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.195 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
id rather live with indians than muslims
id rather live with indians than muslims
Identity Attack0.54996765
Insult0.2435641
Profanity0.16403814
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.271 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Remove this PAM GILL these people’s are corrupt
Remove this PAM GILL these people’s are corrupt
Identity Attack0.057492398
Insult0.48675314
Profanity0.10611444
Threat0.085497424
Severe Toxicity0.01935331
Moderate 0.45243698 Low Con 0.145
Sep 28, 2025 31 likes IRCC Names India in Study …
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Identity Attack0.39207554
Insult0.4534306
Profanity0.24818924
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.256
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
9.00 don't cover windows , walk naked,embarrassing,; but this Polish immigrant is showing a lot of skin..Embarrassing?
9.00 don't cover windows , walk naked,embarrassing,; but this Polish immigrant is showing a lot of skin..Embarrassing?
Identity Attack0.44690517
Insult0.42881694
Profanity0.1184936
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.45243698 Moderate Con 0.354
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Identity Attack0.3895355
Insult0.40243408
Profanity0.16682947
Threat0.00948907
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.199 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport Carney and his Liberal party crooks. It’ll fix all the Canada’s problems within a year!
Deport Carney and his Liberal party crooks. It’ll fix all the Canada’s problems within a year!
Identity Attack0.10221587
Insult0.5101222
Profanity0.07708528
Threat0.06238277
Severe Toxicity0.017739398
Moderate 0.45243698 Low Con 0.138 Insult
Dec 24, 2025 Deportations From Canada at Their …
👏👏 great work Team Quebec 👏👏 All of Canada 🇨🇦 Needs to implement this immediately. Also 🛑 STOP 🛑 VOTING LIE-BERAL 💩👎.
👏👏 great work Team Quebec 👏👏 All of Canada 🇨🇦 Needs to implement this immediately. Also 🛑 STOP 🛑 VOTING LIE-BERAL 💩👎.
Identity Attack0.1508922
Insult0.5072643
Profanity0.11292298
Threat0.00866054
Severe Toxicity0.021290002
Moderate 0.45243698 Moderate Con 0.355 Insult
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.