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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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Search comment text, filter by category or toxicity level
Active: "You claim not to be …" 264 comments · Page 11 of 11
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Identity Attack0.010433395
Insult0.011692902
Profanity0.010245483
Threat0.006110225
Severe Toxicity0.0010347366
Low Tox 0.025556687 Constructive 0.753 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
I am sympathic to refuge claims but there is a limit on how many refuges can be absorbed into any country in a year …..
Identity Attack0.010507392
Insult0.009488888
Profanity0.010365041
Threat0.006738094
Severe Toxicity0.0008249283
Low Tox 0.023317585 Constructive 0.621 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
A year and a half looking for work .. welfare claims thru the roof
A year and a half looking for work .. welfare claims thru the roof
Identity Attack0.0017111509
Insult0.011692902
Profanity0.011611853
Threat0.006530962
Severe Toxicity0.00082969666
Low Tox 0.02308189 Moderate Con 0.36 Economic_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters …
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters the most inflammatory voices to suggest consensus. That’s not neutral documentation that’s narrative framing. Silence isn’t objectivity, it’s an editorial choice.
Identity Attack0.0022198714
Insult0.013174911
Profanity0.010501678
Threat0.006712203
Severe Toxicity0.00069618225
Low Tox 0.022846194 Constructive 0.537 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing and benefits?
Identity Attack0.008324518
Insult0.00983089
Profanity0.009903891
Threat0.0065697995
Severe Toxicity0.0008916855
Low Tox 0.022728346 Moderate Con 0.349 Question
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back …
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back log they have
Identity Attack0.0024048607
Insult0.011730902
Profanity0.0113215
Threat0.006304411
Severe Toxicity0.0006866455
Low Tox 0.022610499 Moderate Con 0.362
Aug 22, 2018 How much do refugees and …
Here , I pay taxes ,hige taxes ,and it's ok if it goes to the right person or branch of the government. Please investigate those who claim single mother status and those who are on …
Here , I pay taxes ,hige taxes ,and it's ok if it goes to the right person or branch of the government. Please investigate those who claim single mother status and those who are on welfare , having nice cars on welfare? 🤔
Identity Attack0.0060676485
Insult0.010932897
Profanity0.010194245
Threat0.005964585
Severe Toxicity0.0007247925
Low Tox 0.022374803 Constructive 0.589
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Identity Attack0.0032188136
Insult0.009678889
Profanity0.010194245
Threat0.0064468146
Severe Toxicity0.00068187714
Low Tox 0.019728716 Low Con 0.206 Question
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Refuge's claim should be deemed recevable only if made outside the canadian territory. In an other country, in a canadian embassy.
Refuge's claim should be deemed recevable only if made outside the canadian territory. In an other country, in a canadian embassy.
Identity Attack0.0103594
Insult0.008329881
Profanity0.010108846
Threat0.006770459
Severe Toxicity0.00074386597
Low Tox 0.019728716 Low Con 0.221 Policy_Critique
Feb 26, 2026 13 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Those same 2.9 million will claim for asylum and refugees status
Those same 2.9 million will claim for asylum and refugees status
Identity Attack0.009767435
Insult0.007778878
Profanity0.010894509
Threat0.0064468146
Severe Toxicity0.0008392334
Low Tox 0.019477395 Low Con 0.208 Unverified_Claim
Jan 16, 2026 2.9 million Canadian temporary visas …
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
Identity Attack0.006696612
Insult0.008253881
Profanity0.009852652
Threat0.00666042
Severe Toxicity0.00069618225
Low Tox 0.01834645 Low Con 0.263 Policy_Critique
Feb 24, 2026 9 likes 'We do know that there's …
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Identity Attack0.0031633168
Insult0.008785884
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0007534027
Low Tox 0.017466826 Low Con 0.237 Question
Feb 23, 2026 'We do know that there's …
Curious what experts say "they will give back more to Canada then they will cost in the beginning"? I would like to see some facts to back up that claim and how long that would …
Curious what experts say "they will give back more to Canada then they will cost in the beginning"? I would like to see some facts to back up that claim and how long that would take.
Identity Attack0.00362579
Insult0.007645877
Profanity0.0088961935
Threat0.0061425893
Severe Toxicity0.0004506111
Low Tox 0.010429831 Moderate Con 0.387
Aug 1, 2018 74 likes How much do refugees and …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025

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.