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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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Active: Tox: 0.5 – 1 4,704 comments · Page 60 of 189
8:55 did you wash you butt buddy? Indians did. They are cleaner than you. They don’t eat dead animal like you. Yeah?
8:55 did you wash you butt buddy? Indians did. They are cleaner than you. They don’t eat dead animal like you. Yeah?
Identity Attack0.46028158
Insult0.5678696
Profanity0.5188411
Threat0.15434735
Severe Toxicity0.35368225
Toxic 0.743089 Low Con 0.231 Insult
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada STUPID = SECURITY, LAW - weak. When PROBLEM - Governments COVERS UP CORRUPTION MESSING OUT OF CONTROLS
Canada STUPID = SECURITY, LAW - weak. When PROBLEM - Governments COVERS UP CORRUPTION MESSING OUT OF CONTROLS
Identity Attack0.38215697
Insult0.72756535
Profanity0.28708664
Threat0.0074048014
Severe Toxicity0.024350211
Toxic 0.743089 Low Con 0.078 Insult
Dec 23, 2025 2 likes Deportations From Canada at Their …
"Poor white trash" couldn't have said it better
"Poor white trash" couldn't have said it better
Identity Attack0.6649212
Insult0.65865606
Profanity0.36230123
Threat0.011379151
Severe Toxicity0.22513679
Toxic 0.743089 Low Con 0.282 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.72 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Of course they are our government is so dumb they are a bunch of dishonest people
Of course they are our government is so dumb they are a bunch of dishonest people
Identity Attack0.17614605
Insult0.7497506
Profanity0.36752504
Threat0.009307829
Severe Toxicity0.023645958
Toxic 0.743089 Low Con 0.162 Insult Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
White liberals are a cancer that white people must deal with.
White liberals are a cancer that white people must deal with.
Identity Attack0.7207808
Insult0.5678696
Profanity0.35848376
Threat0.2836219
Severe Toxicity0.34927294
Toxic 0.743089 Low Con 0.174 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
Identity Attack0.55011386
Insult0.6407567
Profanity0.47435758
Threat0.030623792
Severe Toxicity0.44787344
Toxic 0.743089 Low Con 0.167 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Shits cooked. So cooked
Shits cooked. So cooked
Identity Attack0.024801146
Insult0.3388922
Profanity0.7888968
Threat0.010188141
Severe Toxicity0.12019568
Toxic 0.743089 Low Con 0.282 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from India but it's fcuking annoying to see people spent thousands of dollars just to go to Canada and working there as a taxi driver or as a waiter in fast food joints. …
I am from India but it's fcuking annoying to see people spent thousands of dollars just to go to Canada and working there as a taxi driver or as a waiter in fast food joints. Same fcuking indian mindset of culture takeover
Identity Attack0.58354634
Insult0.4986907
Profanity0.7466957
Threat0.011793415
Severe Toxicity0.35004315
Toxic 0.743089 Constructive 0.525 Identity Attack Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
Identity Attack0.17226285
Insult0.67254376
Profanity0.44613865
Threat0.03235042
Severe Toxicity0.20984669
Toxic 0.743089 Low Con 0.212 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Carney is.canadas threat. Getnrid of this scumbag.
Carney is.canadas threat. Getnrid of this scumbag.
Identity Attack0.11280017
Insult0.7492263
Profanity0.36230123
Threat0.3481519
Severe Toxicity0.16960317
Toxic 0.743089 Low Con 0.123 Insult Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
All suckers are immigrants to Canada
All suckers are immigrants to Canada
Identity Attack0.57554024
Insult0.65865606
Profanity0.47435758
Threat0.008556974
Severe Toxicity0.23224801
Toxic 0.743089 Low Con 0.218 Identity Attack Insult Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
Yesterday and Indian guy working at a liquor store say the Canadians are so stupid, and I asked him why you are here, he didn't like it 😂
Identity Attack0.6227552
Insult0.7090544
Profanity0.36230123
Threat0.0091524795
Severe Toxicity0.05832097
Toxic 0.743089 Constructive 0.522 Identity Attack Insult Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however …
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however is insanely racist can we stop hyping up? He literally said we’re ‘lucky’ it’s Indians and not Africans or Muslims. Be so deadass what the fuck?
Identity Attack0.57957685
Insult0.62169385
Profanity0.6983885
Threat0.13815513
Severe Toxicity0.34993178
Toxic 0.743089 Constructive 0.567 Identity Attack Insult Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.722 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
If your not canadian piss off
If your not canadian piss off
Identity Attack0.55044734
Insult0.5935568
Profanity0.5365423
Threat0.023199292
Severe Toxicity0.26766825
Toxic 0.743089 Low Con 0.23 Identity Attack Insult
Sep 8, 2025 Why Canadians Are Turning Against …
You should interview experts, not ignorant morons on the street, who are a full of misinformation 🙁
You should interview experts, not ignorant morons on the street, who are a full of misinformation 🙁
Identity Attack0.031722516
Insult0.7657292
Profanity0.36230123
Threat0.009359611
Severe Toxicity0.023458159
Toxic 0.743089 Low Con 0.163 Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, …
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, Indians or any other foreigner group that wants to replace us! How stupid are we?!
Identity Attack0.6007182
Insult0.68668073
Profanity0.28938356
Threat0.011560392
Severe Toxicity0.09912638
Toxic 0.743089 Moderate Con 0.379 Identity Attack Insult Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
These guys think indians are their problem but they never gonna say a word about muslims who want to change everything about their country. Still it there loss none of indians get effected by these …
These guys think indians are their problem but they never gonna say a word about muslims who want to change everything about their country. Still it there loss none of indians get effected by these bullshit agenda’s
Identity Attack0.5203519
Insult0.5130944
Profanity0.6643082
Threat0.030278467
Severe Toxicity0.21290472
Toxic 0.743089 Low Con 0.193 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Good riddance, enough useless garbage in Canada...
Good riddance, enough useless garbage in Canada...
Identity Attack0.44690517
Insult0.7218519
Profanity0.15635987
Threat0.01187109
Severe Toxicity0.02444411
Toxic 0.743089 Low Con 0.267 Insult Identity_Assertion
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
Can we recommend maid for all liberals please and give it to them now and all these elbows up idiots also maid for them all.
Can we recommend maid for all liberals please and give it to them now and all these elbows up idiots also maid for them all.
Identity Attack0.26155844
Insult0.7657292
Profanity0.2963245
Threat0.13815513
Severe Toxicity0.024725812
Toxic 0.743089 Low Con 0.121 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
That lady is 10000% correct about the auto insurance. Same bullshit is happening in California. Newsom and our dumb ass government lets illegals register cars without a drivers license and without insurance and it’s causing …
That lady is 10000% correct about the auto insurance. Same bullshit is happening in California. Newsom and our dumb ass government lets illegals register cars without a drivers license and without insurance and it’s causing my insurance to double year after fucking year on a 1996 Toyota with 200k miles. Same shit for CDL drivers. You have illegals with no license operating a train on wheels at 80mph on the freeway.
Identity Attack0.3817989
Insult0.6099415
Profanity0.70864636
Threat0.013165667
Severe Toxicity0.19455661
Toxic 0.743089 Constructive 0.557 Insult Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
How there's no immigration cap per country? This is absolutely wild. Diversity my ass.
How there's no immigration cap per country? This is absolutely wild. Diversity my ass.
Identity Attack0.11163961
Insult0.44464502
Profanity0.6242122
Threat0.010990778
Severe Toxicity0.06488878
Toxic 0.743089 Low Con 0.268
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White trash dude knows what’s going on
White trash dude knows what’s going on
Identity Attack0.6458014
Insult0.6500014
Profanity0.42102736
Threat0.027170537
Severe Toxicity0.23226003
Toxic 0.743089 Low Con 0.198 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bulshit news
Bulshit news
Identity Attack0.021083053
Insult0.40243408
Profanity0.80158395
Threat0.009981008
Severe Toxicity0.16960317
Toxic 0.743089 Low Con 0.187
Aug 2, 2018 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.