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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

click to expand

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: "I warned you" 62 comments · Page 3 of 3
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation and injustice. Sikhs know for a fact that the Indian government is fully involved, as the RCMP found in their investigation on transnational repression and extortion cases. But the biggest piece of evidence is just south of the border with Nikhil Gupta’s case. Mr. Gupta pleaded guilty to trying to hire a US undercover cop to assassinate Gurpatwant Singh Pannu, who is a human rights activist and lawyer who is spearheading the Khalistan movement. He showed the undercover cop photos of Hardeep Singh Nijjar’s body and said we just finished this job, and when you complete your job, we have a long list of others we need dead. Nikhil Gupta had placed a call with Indian RAW agents, who are named as C1 and C2, who said they will pay $100,000 for each hit. We have Sikh activists who have repeatedly told the media they have been hit on their heads, including Jagmeet Singh, the former leader of the NDP. If Canada refuses to take this seriously, the government officials are being traitors to their own country. Canada is now doing a disservice by withholding information from Canadians, and did so before, during the inquiry into the Air India incident, when the government asked the courts not to include it in their investigation of any Indian involvement. A Canadian- Norwegian spy who said India tried to hire him to place explosives in one of the planes. He warned our government, and they knew about this and still covered it up! Now, the government is doing the same to secure business deals with India. Like India has nothing to offer Canada except labour (with their billion population), and we Canadians cannot find jobs and don't need unskilled workers from India when we can educate our citizens and give them jobs here. There must be a full, transparent investigation into India and its embassy and agents.
Identity Attack0.06795148
Insult0.038566336
Profanity0.016616182
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.11067997 Constructive 0.743 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also 'Secret RCMP report warns Canadians may revolt once they realize how broke they are within 5 years' This report came out in 2024.
Identity Attack0.050671257
Insult0.032799274
Profanity0.011782649
Threat0.00823333
Severe Toxicity0.0025939941
Low Tox 0.102192536 Constructive 0.531 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I warned everyone about the northern boarder this last year
I warned everyone about the northern boarder this last year
Identity Attack0.015154205
Insult0.02103047
Profanity0.018324144
Threat0.011405042
Severe Toxicity0.0020503998
Low Tox 0.085582085 Moderate Con 0.407
Jan 27, 2026 Inside Canada's Indian Invasion...
I even tried to give warnings 🤦🏻‍♂️
I even tried to give warnings 🤦🏻‍♂️
Identity Attack0.0035517942
Insult0.017807651
Profanity0.02795705
Threat0.011042561
Severe Toxicity0.0023078918
Low Tox 0.08083374 Moderate Con 0.364 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
That is what Trump has been warning us about. Time to act.
That is what Trump has been warning us about. Time to act.
Identity Attack0.0040327664
Insult0.029163294
Profanity0.011355659
Threat0.009566744
Severe Toxicity0.001411438
Low Tox 0.07291982 Low Con 0.237 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Go home. Were done and a war will break out in the future. Im not warning but instead predicting. I want everyone safe and sheltered.
Go home. Were done and a war will break out in the future. Im not warning but instead predicting. I want everyone safe and sheltered.
Identity Attack0.004347248
Insult0.017088935
Profanity0.013507691
Threat0.018710058
Severe Toxicity0.0024986267
Low Tox 0.07291982 Moderate Con 0.475 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
Identity Attack0.050443888
Insult0.02122384
Profanity0.012995303
Threat0.007935578
Severe Toxicity0.0019073486
Low Tox 0.06896287 Low Con 0.218 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yes, Canada’s asylum system is currently facing intense scrutiny due to record-high claim volumes and allegations of systemic fraud. THE SCALE OF THE PROBLEM Backlog Explosion: The inventory of pending asylum claims has surged significantly, …
Yes, Canada’s asylum system is currently facing intense scrutiny due to record-high claim volumes and allegations of systemic fraud. THE SCALE OF THE PROBLEM Backlog Explosion: The inventory of pending asylum claims has surged significantly, reaching approximately 300,000 active cases as of late 2025. Rising Claim Volumes: Annual claims reached a record 190,000 in 2024, though they decreased by about a third in early 2025 following new policy measures. Removal Gap: Criticisms have been raised regarding the low rate of deportations; reports indicate that 86% of rejected claimants remain in Canada. SOURCES OF "BOGUS" CLAIMS International Student Surge: There has been an "alarming trend" of international students claiming asylum to remain in the country after their study permits expire or in response to new caps on student visas. Fraud Networks: Investigations have highlighted vulnerabilities where unauthorized agents and transnational fraud networks counsel migrants to submit fabricated narratives or forged documents. "Rubber-Stamping" Allegations: A recent report by the C.D. Howe Institute warned that a paper-based "fast-track" system for certain high-risk countries may be bypassing essential security screenings and in-person questioning. ECONOMIC AND SOCIAL IMPACT Healthcare Costs: The Interim Federal Health Program (IFHP), which provides medical benefits to claimants, saw its budget jump from roughly $66 million to over $1 billion annually. Policy Shift: To reduce incentives for non-genuine claims, the government is introducing a co-pay system for supplementary health services (like dental and vision) starting May 1, 2026. CONSEQUENCES OF FRAUD For individuals, filing a "bogus" or misrepresented claim carries severe penalties: A five-year ban from entering or remaining in Canada. Permanent record of fraud with Immigration, Refugees and Citizenship Canada (IRCC). Loss of current temporary or permanent resident status
Identity Attack0.011099357
Insult0.02425329
Profanity0.015181494
Threat0.008181547
Severe Toxicity0.0019359589
Low Tox 0.059974585 Constructive 0.668 Policy_Critique
Feb 25, 2026 'We do know that there's …
Toronto Mayor Olivia Chow speaks with reporters at Toronto City Hall Monday September 29, 2025. Toronto Mayor Olivia Chow is warning that Toronto residents could see a bump in their taxes to account for shelter …
Toronto Mayor Olivia Chow speaks with reporters at Toronto City Hall Monday September 29, 2025. Toronto Mayor Olivia Chow is warning that Toronto residents could see a bump in their taxes to account for shelter costs if the federal government doesn’t provide more cash for asylum seekers coming to the city. In a news conference ahead of a meeting of her executive committee Monday, Chow said the city’s reserve funds are depleted. Now a days international student also looking for asylum 😂😂😂 😂😂😂😂😂
Identity Attack0.010951365
Insult0.026831545
Profanity0.021466793
Threat0.0068869707
Severe Toxicity0.0019073486
Low Tox 0.059974585 Constructive 0.509
Sep 30, 2025 1 likes IRCC Names India in Study …
Maxime Bernier warned against the dangers of mass immigration. That was years ago. Look where we are at now.
Maxime Bernier warned against the dangers of mass immigration. That was years ago. Look where we are at now.
Identity Attack0.017465452
Insult0.012528907
Profanity0.010160086
Threat0.007197669
Severe Toxicity0.0011396408
Low Tox 0.037577134 Moderate Con 0.437 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
In the UK if you don't show up, you breach the terms of your student visa and they will revoke the vis after a prior warning.
In the UK if you don't show up, you breach the terms of your student visa and they will revoke the vis after a prior warning.
Identity Attack0.010729378
Insult0.011882903
Profanity0.012380436
Threat0.009281937
Severe Toxicity0.0010919571
Low Tox 0.031684756 Moderate Con 0.398 Comparative_Framing
Sep 29, 2025 IRCC Names India in Study …

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.