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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 454 of 1230
🇨🇦 🍁 🇨🇦 Canada has 41 million people population but only 19 million Canadians... If they don't have mass deportations now they will have mass executions soon...
🇨🇦 🍁 🇨🇦 Canada has 41 million people population but only 19 million Canadians... If they don't have mass deportations now they will have mass executions soon...
Identity Attack0.15945168
Insult0.060927123
Profanity0.024951037
Threat0.39416263
Severe Toxicity0.017933069
Moderate 0.3127066 Moderate Con 0.309 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike was absolutely right about the Africans
Guy on the bike was absolutely right about the Africans
Identity Attack0.37361985
Insult0.08212569
Profanity0.07611542
Threat0.06658544
Severe Toxicity0.02296847
Moderate 0.3127066 Moderate Con 0.393 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. …
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. Another note. The Khalistan topic is all nonsense. I don't know why SO MANY CANADIAN BORN and AMERICAN BORN SIKHS support or push for this. IF YOU PLAN TO MOVE BACK TO KHALISTAN, for sure support it. Don't push an issue you would not commit to. Plus, no foreign born would comfortably move to KHALISTAN, if it existed, due to the lack of opportunities. My parents left India for the lack of opportunities (legally). They knew Punjab has no future, since the Indian nation shrunk it's state borders, and we become a LAND LOCKED state. If this LAND LOCKED COUNTRY were to be established, everything would be ridiculously expensive, and Khalistan would be lucky to become as "successful" as EXPENSIVE Switzerland. It's illogical to support Khalistan on an economic standpoint.
Identity Attack0.2823795
Insult0.24903896
Profanity0.08807703
Threat0.013269233
Severe Toxicity0.017933069
Moderate 0.3127066 Constructive 0.763 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You get this when WEF and Crown import cheap Labour slaves from One Colony to Other(Canadistan) !!!
You get this when WEF and Crown import cheap Labour slaves from One Colony to Other(Canadistan) !!!
Identity Attack0.25309357
Insult0.24561718
Profanity0.023994578
Threat0.009903334
Severe Toxicity0.011138916
Moderate 0.3127066 Low Con 0.162
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Identity Attack0.027011903
Insult0.12702756
Profanity0.094219476
Threat0.13815513
Severe Toxicity0.014898917
Moderate 0.3127066 Moderate Con 0.428 Meta_Commentary
Jan 28, 2026 451 likes Inside Canada's Indian Invasion...
Will they do the Poop-Throwing Festival in Canada too? 🤔
Will they do the Poop-Throwing Festival in Canada too? 🤔
Identity Attack0.026408968
Insult0.1342682
Profanity0.22663295
Threat0.03649433
Severe Toxicity0.01573815
Moderate 0.3127066 Low Con 0.237 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You should see UAE bro its worse
You should see UAE bro its worse
Identity Attack0.11396073
Insult0.19734058
Profanity0.10920923
Threat0.013372798
Severe Toxicity0.0090789795
Moderate 0.3127066 Low Con 0.284 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In America, kids 5 and younger whites are the minority. We can laugh at Canada, but they did it to us also.
In America, kids 5 and younger whites are the minority. We can laugh at Canada, but they did it to us also.
Identity Attack0.37292135
Insult0.10587067
Profanity0.03189224
Threat0.008893564
Severe Toxicity0.011062622
Moderate 0.3127066 Moderate Con 0.402 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Identity Attack0.10221587
Insult0.19967617
Profanity0.117874645
Threat0.063352615
Severe Toxicity0.009231567
Moderate 0.3127066 Moderate Con 0.348 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should be ashamed for being part of destroying this Country.
Identity Attack0.015757138
Insult0.27558193
Profanity0.023516348
Threat0.033386398
Severe Toxicity0.0061798096
Moderate 0.3127066 Moderate Con 0.346 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Identity Attack0.36942887
Insult0.12159709
Profanity0.09001675
Threat0.009126588
Severe Toxicity0.017610285
Moderate 0.3127066 Low Con 0.251
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Pakistan was built-up by the great replacement...muslims overtook india...making islamic Pakistan
Pakistan was built-up by the great replacement...muslims overtook india...making islamic Pakistan
Identity Attack0.3817989
Insult0.16758773
Profanity0.077731855
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.3127066 Low Con 0.2 Unverified_Claim
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
im so sick of em
im so sick of em
Identity Attack0.035074018
Insult0.16846494
Profanity0.1184936
Threat0.018882722
Severe Toxicity0.009498596
Moderate 0.3127066 Moderate Con 0.355 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax …
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax payers for the millions of immigrants and fake refugees. I can't get a loan for 10,000 but they get 80,000 a year FREE... This country is being destroyed
Identity Attack0.26494437
Insult0.18977246
Profanity0.022218296
Threat0.019228047
Severe Toxicity0.010375977
Moderate 0.3127066 Constructive 0.505
Nov 27, 2025 Thousands of refugees allowed into …
Krishna is DEAD. Pray to JESUS the Living God I suggest.
Krishna is DEAD. Pray to JESUS the Living God I suggest.
Identity Attack0.120924085
Insult0.16780703
Profanity0.09324962
Threat0.18913531
Severe Toxicity0.023076924
Moderate 0.3127066 Low Con 0.212 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Finally opened the eyes Deport deport deport and ban if they are not respectful
Finally opened the eyes Deport deport deport and ban if they are not respectful
Identity Attack0.20088354
Insult0.082372494
Profanity0.041912504
Threat0.10696311
Severe Toxicity0.014769804
Moderate 0.3127066 Low Con 0.297 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly for farmers and other rural area businesses for the specific business they flew here for. They just get fired and work somewhere else, illegally and stay illegally. They come in by the thousands and congest our economy, traffic and housing market. Local youths can't find jobs. They just take the money they make and go back to India with it. They DO NOT assimilate to our culture and take over restaurants to the point where it feels like we're being forced to assimilate to them. Trust me, the things I see them do in the kitchen.... it won't be long until we all die of E. coli
Identity Attack0.23694818
Insult0.25007802
Profanity0.044668075
Threat0.014911477
Severe Toxicity0.013995127
Moderate 0.31132057 Constructive 0.717 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with …
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with proven skills, you had to speak the language and be ready to integrate and contribute. Now? They do nothing, get everything and demand MORE. STOP immigration.
Identity Attack0.2803029
Insult0.24561718
Profanity0.025087673
Threat0.007935578
Severe Toxicity0.008277893
Moderate 0.31132057 Moderate Con 0.344
Nov 23, 2025 85 likes Quebec Ends Economic Immigration Program …
India Hindu radikal
India Hindu radikal
Identity Attack0.37012735
Insult0.26957804
Profanity0.14842765
Threat0.06561559
Severe Toxicity0.023880709
Moderate 0.31132057 Moderate Con 0.331 Unverified_Claim
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
Identity Attack0.37730414
Insult0.13245803
Profanity0.02836696
Threat0.007249452
Severe Toxicity0.008506775
Moderate 0.31132057 Moderate Con 0.323 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Identity Attack0.26325142
Insult0.24903896
Profanity0.22612886
Threat0.051067904
Severe Toxicity0.017610285
Moderate 0.31132057 Constructive 0.645 Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What a disgrace these people do not know where these students are
What a disgrace these people do not know where these students are
Identity Attack0.030433474
Insult0.24287975
Profanity0.09034003
Threat0.008453408
Severe Toxicity0.008049011
Moderate 0.31132057 Low Con 0.278 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
Identity Attack0.2831485
Insult0.13607834
Profanity0.0864606
Threat0.010576514
Severe Toxicity0.013478675
Moderate 0.31132057 Moderate Con 0.492 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
thought my airport shuttle driver was going to kill me, went the wrong way down a separated two lane road
thought my airport shuttle driver was going to kill me, went the wrong way down a separated two lane road
Identity Attack0.008176526
Insult0.030154925
Profanity0.08096472
Threat0.44235477
Severe Toxicity0.01502803
Moderate 0.31132057 Moderate Con 0.429 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation with everybody that already has, I think immigration is a great thing, but they need to be FORCED to learn english, they need to be FORCED to learn our culture and our religion.
Identity Attack0.3780483
Insult0.07428485
Profanity0.08064143
Threat0.018710058
Severe Toxicity0.01644827
Moderate 0.31132057 Moderate Con 0.404
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)

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.