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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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30,738 comments · Page 901 of 1230
Quebec gets tonnes of asylum seekers from North Africa - so makes sense. Also that keeps both sides busy on heated discussion about 'right dress code'.
Quebec gets tonnes of asylum seekers from North Africa - so makes sense. Also that keeps both sides busy on heated discussion about 'right dress code'.
Identity Attack0.04280826
Insult0.018516673
Profanity0.010809111
Threat0.006641001
Severe Toxicity0.0016021729
Low Tox 0.059974585 Constructive 0.527 Comparative_Framing
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Within 20-30years it will become desolated, mark my words.
Within 20-30years it will become desolated, mark my words.
Identity Attack0.005364689
Insult0.017420914
Profanity0.015215653
Threat0.015256803
Severe Toxicity0.002374649
Low Tox 0.059974585 Low Con 0.209
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro I'm in Buffalo and some of my Indian classmates are from Brampton Ontario... for reference its less than 2 hours away including border crossing. It's so real
Bro I'm in Buffalo and some of my Indian classmates are from Brampton Ontario... for reference its less than 2 hours away including border crossing. It's so real
Identity Attack0.049761772
Insult0.017420914
Profanity0.019622196
Threat0.0071199946
Severe Toxicity0.002298355
Low Tox 0.059974585 Constructive 0.721
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
As an immigrant in Canada, I'm 100% certain even immigrants are opposed to excessive Immigration, especially refugees.
As an immigrant in Canada, I'm 100% certain even immigrants are opposed to excessive Immigration, especially refugees.
Identity Attack0.04641757
Insult0.018001022
Profanity0.011475217
Threat0.006492125
Severe Toxicity0.0014400482
Low Tox 0.059974585 Constructive 0.703 Personal_Narrative
Feb 11, 2026 96 likes Canada's tighter immigration policy divides …
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 …
Start checking the Indian Resturant, that's where their working.
Start checking the Indian Resturant, that's where their working.
Identity Attack0.04822223
Insult0.017872108
Profanity0.013849284
Threat0.00704232
Severe Toxicity0.00166893
Low Tox 0.059974585 Moderate Con 0.393 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Canada for Canadiens
Canada for Canadiens
Identity Attack0.04538634
Insult0.020256994
Profanity0.015659723
Threat0.008065036
Severe Toxicity0.0029182434
Low Tox 0.059974585 Moderate Con 0.409 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
tingininginginginginginging
tingininginginginginginging
Identity Attack0.0068076057
Insult0.015796926
Profanity0.043415543
Threat0.009955117
Severe Toxicity0.004463196
Low Tox 0.059974585 Moderate Con 0.307 Advertisement_Spam
Jan 27, 2026 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 …
Finally a video about a real crisis
Finally a video about a real crisis
Identity Attack0.009619443
Insult0.014314918
Profanity0.025497584
Threat0.01086132
Severe Toxicity0.0032997131
Low Tox 0.059974585 Moderate Con 0.313 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It was better before they came, it will be better once they're gone.
It was better before they came, it will be better once they're gone.
Identity Attack0.004846719
Insult0.017872108
Profanity0.014498309
Threat0.0130621
Severe Toxicity0.0018405914
Low Tox 0.059727192 Moderate Con 0.359 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Identity Attack0.027413858
Insult0.01929015
Profanity0.011116544
Threat0.0070034824
Severe Toxicity0.0014781952
Low Tox 0.059727192 Moderate Con 0.498 Identity_Assertion
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain parts of Asia, as if they are here to take over Canada. Some years ago I was going home from work about 9 :45 pm and an Indian female told me to get up from beside her, so her friend could sit beside her.
Identity Attack0.06294931
Insult0.018129934
Profanity0.013439372
Threat0.0072753434
Severe Toxicity0.0019931793
Low Tox 0.059727192 Constructive 0.857
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Do not redeem
Do not redeem
Identity Attack0.005660672
Insult0.017485369
Profanity0.019758832
Threat0.009747985
Severe Toxicity0.0020694733
Low Tox 0.059727192 Moderate Con 0.362
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Another banger to watch while eating biryani :)
Another banger to watch while eating biryani :)
Identity Attack0.005919657
Insult0.017163089
Profanity0.023243073
Threat0.009256045
Severe Toxicity0.00289917
Low Tox 0.059727192 Moderate Con 0.392 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
looks like an inside job
looks like an inside job
Identity Attack0.0030153254
Insult0.01838776
Profanity0.033645786
Threat0.006912862
Severe Toxicity0.0025558472
Low Tox 0.059727192 Low Con 0.233 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
The among us sounds in Tim Hortons took me out 😂😂😂
The among us sounds in Tim Hortons took me out 😂😂😂
Identity Attack0.006881601
Insult0.017872108
Profanity0.027000591
Threat0.009437286
Severe Toxicity0.0023651123
Low Tox 0.059727192 Moderate Con 0.376 Humor_Satire
Jan 27, 2026 25 likes Inside Canada's Indian Invasion...
Country’s broken need to wake up and fix
Country’s broken need to wake up and fix
Identity Attack0.008250522
Insult0.021803947
Profanity0.01846078
Threat0.010809537
Severe Toxicity0.0020694733
Low Tox 0.059727192 Low Con 0.132 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Let's be honest it was liberals tool for votes
Let's be honest it was liberals tool for votes
Identity Attack0.017264472
Insult0.026831545
Profanity0.015079016
Threat0.006912862
Severe Toxicity0.0014591217
Low Tox 0.059727192 Low Con 0.162 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Thank a Liberal today!!! Ankles up!!!!
Thank a Liberal today!!! Ankles up!!!!
Identity Attack0.016259583
Insult0.025284592
Profanity0.014225035
Threat0.008738215
Severe Toxicity0.0021457672
Low Tox 0.059727192 Moderate Con 0.384
Jan 3, 2026 New rules, regulations take effect …
Love bike guy we need more of him 😂
Love bike guy we need more of him 😂
Identity Attack0.0059936526
Insult0.02122384
Profanity0.027820412
Threat0.009903334
Severe Toxicity0.0034332275
Low Tox 0.059727192 Moderate Con 0.408 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
9:10 that’s right across from my house! 😂😂😂
9:10 that’s right across from my house! 😂😂😂
Identity Attack0.007214582
Insult0.012984909
Profanity0.027683776
Threat0.012233571
Severe Toxicity0.0048446655
Low Tox 0.059727192 Moderate Con 0.405 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a brit, Calgary is my dream location I hope they dont ruin it too
As a brit, Calgary is my dream location I hope they dont ruin it too
Identity Attack0.013144426
Insult0.018516673
Profanity0.02433617
Threat0.009851551
Severe Toxicity0.0017642975
Low Tox 0.059727192 Moderate Con 0.482 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s no housing crisis, only an over immigration crisis disguised as other crises. There are over 500,000 illegal immigrants in Canada and 4.9 million immigrant visas expiring by the end of 2025. If all these …
There’s no housing crisis, only an over immigration crisis disguised as other crises. There are over 500,000 illegal immigrants in Canada and 4.9 million immigrant visas expiring by the end of 2025. If all these people were removed from Canada there would be no housing crisis, no shortage of doctors, no shortage of anything. Immigration crisis solved. You’re welcome.
Identity Attack0.033527173
Insult0.017356457
Profanity0.010228404
Threat0.0097738765
Severe Toxicity0.0020694733
Low Tox 0.059727192 Moderate Con 0.404
Jul 23, 2025 1 likes How Canada broke its immigration …
65 million years ago, dinosaurs strutted around thinking they owned this place—right up until the asteroid sent the eviction notice. The history repeats
65 million years ago, dinosaurs strutted around thinking they owned this place—right up until the asteroid sent the eviction notice. The history repeats
Identity Attack0.0051427023
Insult0.025929155
Profanity0.015283971
Threat0.0074954215
Severe Toxicity0.0014209747
Low Tox 0.059727192 Low Con 0.187 Humor_Satire
Oct 3, 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.