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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: "will the costs of the …" 265 comments · Page 11 of 11
But food cost 500% more in the last 6 years thanks for nothing
But food cost 500% more in the last 6 years thanks for nothing
Identity Attack0.0015169121
Insult0.010400894
Profanity0.010911589
Threat0.0060131317
Severe Toxicity0.00071048737
Low Tox 0.017089844 Moderate Con 0.319 Economic_Argument
Jan 14, 2026 1 likes Canada’s new rules in 2026
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
Identity Attack0.0017943961
Insult0.009564889
Profanity0.010689554
Threat0.006530962
Severe Toxicity0.0007581711
Low Tox 0.015016444 Moderate Con 0.401 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
The cost is not the issue. How much is the damage keeping things going as they are now is the problem. CBSA data says not to much. It's just a side of the coin.
The cost is not the issue. How much is the damage keeping things going as they are now is the problem. CBSA data says not to much. It's just a side of the coin.
Identity Attack0.0015354111
Insult0.009032886
Profanity0.010262563
Threat0.006479179
Severe Toxicity0.00059604645
Low Tox 0.013822667 Constructive 0.518
Dec 24, 2025 1 likes Deportations From Canada at Their …
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
Identity Attack0.005956655
Insult0.0075698765
Profanity0.009417122
Threat0.0062914654
Severe Toxicity0.00068187714
Low Tox 0.013320025 Low Con 0.272 Question
Jan 1, 2026 Deportations From Canada at Their …
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Identity Attack0.0018591423
Insult0.0070948736
Profanity0.010279642
Threat0.0076119336
Severe Toxicity0.0007915497
Low Tox 0.0126288915 Low Con 0.269 Question
Dec 26, 2025 Deportations From Canada at Their …
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
This is why our government services are maxed out, housing cost etc.. it affects everyone in Canada one way or another.
Identity Attack0.0034038029
Insult0.008253881
Profanity0.009212166
Threat0.00598724
Severe Toxicity0.0005221367
Low Tox 0.011874928 Constructive 0.542 Economic_Argument
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada needs to step back and reassess the plan for immigration and refugees. Housing, jobs, healthcare, education, cost of living, and in general all resources are already strained. We need to prioritize the application for …
Canada needs to step back and reassess the plan for immigration and refugees. Housing, jobs, healthcare, education, cost of living, and in general all resources are already strained. We need to prioritize the application for citizenship of trained and educated workers that are needed and will benefit our economy.
Identity Attack0.0057346676
Insult0.0075698765
Profanity0.009015751
Threat0.0061749537
Severe Toxicity0.0005865097
Low Tox 0.011874928 Constructive 0.577
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Protect this guy at all costs 🙏🏻
Protect this guy at all costs 🙏🏻
Identity Attack0.0019238886
Insult0.007170874
Profanity0.011253181
Threat0.00814271
Severe Toxicity0.0009393692
Low Tox 0.011560776 Moderate Con 0.355 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless …
I also want to add that municipal taxes are going up 7 to 8% a year because municipalities are building homeless shelter and it costs 40,000 a month to house one person in a homeless shelter!
Identity Attack0.0022568693
Insult0.008443882
Profanity0.009348803
Threat0.005964585
Severe Toxicity0.0005674362
Low Tox 0.011560776 Constructive 0.652 Economic_Argument
Feb 16, 2026 Canada's tighter immigration policy divides …
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
100% Common sense! At some point, the Canadian government needs to prioritize Canadian and permanent residents; And let employers cover the cost of discounted private insurance for work permit holders.
Identity Attack0.0039587705
Insult0.007930879
Profanity0.009357343
Threat0.00598724
Severe Toxicity0.0005578995
Low Tox 0.010492661 Constructive 0.57 Policy_Critique
Feb 24, 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 …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through their greediness
Identity Attack0.00038317507
Insult0.0040671253
Profanity0.000058668196
Threat0.0000607873
Severe Toxicity0.0000020598457
Low Tox 0.0077626333
Apr 18, 2025 22 likes
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
Identity Attack0.0033602428
Insult0.0004533838
Profanity0.000038152957
Threat0.00007659749
Severe Toxicity0.0000031243146
Low Tox 0.0021526632
Dec 8, 2025 1 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 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.