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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 459 of 1230
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
Identity Attack0.015254694
Insult0.12159709
Profanity0.104876526
Threat0.2836219
Severe Toxicity0.01683561
Moderate 0.30716252 Low Con 0.222 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
Identity Attack0.37879246
Insult0.076819435
Profanity0.027547138
Threat0.019573374
Severe Toxicity0.0119018555
Moderate 0.30716252 Low Con 0.214 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
India is superpower Saaaaarrr 🇮🇳 💩 💩
India is superpower Saaaaarrr 🇮🇳 💩 💩
Identity Attack0.31892163
Insult0.26957804
Profanity0.2661081
Threat0.09316374
Severe Toxicity0.16960317
Moderate 0.30716252 Low Con 0.229 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, shes on fire, this was great.
Wow, shes on fire, this was great.
Identity Attack0.012340514
Insult0.06582214
Profanity0.1110661
Threat0.34804323
Severe Toxicity0.02077355
Moderate 0.30716252 Moderate Con 0.423
Oct 1, 2025 IRCC Names India in Study …
lmao yall deserve it for whatchyall did to ur natives good luck i guess
lmao yall deserve it for whatchyall did to ur natives good luck i guess
Identity Attack0.14875233
Insult0.11978693
Profanity0.19524631
Threat0.044925548
Severe Toxicity0.023076924
Moderate 0.30716252 Low Con 0.283
Jan 27, 2026 Inside Canada's Indian Invasion...
POO IN LOO POOJETS
POO IN LOO POOJETS
Identity Attack0.021987455
Insult0.19500497
Profanity0.36302176
Threat0.007909686
Severe Toxicity0.041283876
Moderate 0.30716252 Low Con 0.296 Advertisement_Spam
Feb 27, 2026 Inside Canada's Indian Invasion...
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian citizenship and the owners of the immigration agencies are involved and all drive G-Wagons.....CRA go look there!!!!!
Identity Attack0.18391247
Insult0.23704576
Profanity0.016957775
Threat0.053330876
Severe Toxicity0.011520386
Moderate 0.30716252 Low Con 0.203 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
Its sickk
Its sickk
Identity Attack0.014450782
Insult0.20668297
Profanity0.13344458
Threat0.008919456
Severe Toxicity0.0090408325
Moderate 0.30716252 Low Con 0.293
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to be honest about immigration. Its destroying this country.
We need to be honest about immigration. Its destroying this country.
Identity Attack0.28034934
Insult0.0838533
Profanity0.031140719
Threat0.044278983
Severe Toxicity0.009765625
Moderate 0.30716252 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children …
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children and the economy changes so drastically that now many of us are having to make the choice of which bill can't be paid this month because child needs school clothes and supplies and needs to eat for the month. I'm in Ontario and it's getting so ridiculously expensive to eat let alone live!!!
Identity Attack0.011247349
Insult0.26957804
Profanity0.0838743
Threat0.0064468146
Severe Toxicity0.004825592
Moderate 0.30716252 Constructive 0.753
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They ruined this country
They ruined this country
Identity Attack0.09824528
Insult0.10294484
Profanity0.09551262
Threat0.05171447
Severe Toxicity0.010910034
Moderate 0.30716252 Moderate Con 0.336
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the …
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the guy on the bike is based lol
Identity Attack0.37082586
Insult0.123407245
Profanity0.06145202
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.30716252 Constructive 0.664 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music …
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music doesn't make it dangerous.. But they putting all that effort for you and gave you a place to stay and you didn't pay them a penny.
Identity Attack0.006881601
Insult0.13245803
Profanity0.04516909
Threat0.13815513
Severe Toxicity0.010910034
Moderate 0.30716252 Constructive 0.58
Jan 27, 2026 Inside Canada's Indian Invasion...
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their …
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their culture" While other people can't even carry pepper spray. Unacceptable.
Identity Attack0.36942887
Insult0.12883772
Profanity0.035399333
Threat0.035113025
Severe Toxicity0.013607788
Moderate 0.30716252 Constructive 0.735 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Etobicoke ...hehehe just saying .. Lakeshore .. every 5th person is whitish ....
Etobicoke ...hehehe just saying .. Lakeshore .. every 5th person is whitish ....
Identity Attack0.36702603
Insult0.082372494
Profanity0.056441884
Threat0.0100069
Severe Toxicity0.01322045
Moderate 0.3057765 Moderate Con 0.44 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
13:00 look at the back seat American legends are based in true stories. Don't fall for one. 🕜
13:00 look at the back seat American legends are based in true stories. Don't fall for one. 🕜
Identity Attack0.014551271
Insult0.15698463
Profanity0.14402086
Threat0.011275585
Severe Toxicity0.010223389
Moderate 0.3057765 Low Con 0.223 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Our liberal government has turned Canada into a train wreck laughing stock.
Our liberal government has turned Canada into a train wreck laughing stock.
Identity Attack0.10221587
Insult0.2817503
Profanity0.023789622
Threat0.007197669
Severe Toxicity0.0050735474
Moderate 0.3057765 Low Con 0.172 Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
Identity Attack0.3817989
Insult0.070482984
Profanity0.051431753
Threat0.0089712385
Severe Toxicity0.012207031
Moderate 0.3057765 Low Con 0.206 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I think the government really need to start looking into Indians, Filipinos and even Nigerians with all the fake that they enter in the country with the government really need to take this seriously.. NCLEX …
I think the government really need to start looking into Indians, Filipinos and even Nigerians with all the fake that they enter in the country with the government really need to take this seriously.. NCLEX also need to do better than everyone keeps talking about Indians national.. when we have other nationals scamming the system
Identity Attack0.36702603
Insult0.1798321
Profanity0.12991914
Threat0.02492592
Severe Toxicity0.014059683
Moderate 0.3057765 Constructive 0.572
Oct 12, 2025 IRCC Names India in Study …
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a …
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a harbour for criminal gangs or scammers!
Identity Attack0.09245483
Insult0.3126888
Profanity0.036401358
Threat0.009722093
Severe Toxicity0.005874634
Moderate 0.3057765 Moderate Con 0.498 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Is the guy with the bike Down syndrome? No offence to down syndrome’s
Is the guy with the bike Down syndrome? No offence to down syndrome’s
Identity Attack0.2808415
Insult0.19734058
Profanity0.092279755
Threat0.008919456
Severe Toxicity0.019611536
Moderate 0.3057765 Moderate Con 0.394 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
DONT BRING your CULTURE here, ADAPT canadian culture
DONT BRING your CULTURE here, ADAPT canadian culture
Identity Attack0.36702603
Insult0.08508729
Profanity0.017982552
Threat0.00780612
Severe Toxicity0.014059683
Moderate 0.3057765 Low Con 0.173
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as …
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as well as image of all Indians. Also, If you want khalistan, why they are not protesting in where their land belongs(so called), why in Canada or Usa? There are 70% of the people are living in canada is punjabi. They have ruined the image of our whole country. We are peace loving people and follow rules but just because of these people, we fell into the same group. Fun fact: why brampton and surrey have bad reputation and increased crime rates because punjabi people live there. Thats heart wrenching. The other aspect is the Canadian government doing nothing to curb thia types of people instead of that these people do crime, get arrested, claim asylum, get free food for 1 year and become the resident of the Canada. I am really frustated and both the goverment and these khalistan entity. Go to hell man.
Identity Attack0.36702603
Insult0.20668297
Profanity0.07870171
Threat0.018364733
Severe Toxicity0.017158391
Moderate 0.3057765 Constructive 0.635 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Even as an Indian, i wouldn't want to live there.
Even as an Indian, i wouldn't want to live there.
Identity Attack0.37361985
Insult0.060927123
Profanity0.0715894
Threat0.02371728
Severe Toxicity0.012703998
Moderate 0.3057765 Moderate Con 0.413 Comparative_Framing
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...

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.