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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

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Active: "Its in the millions not …" 526 comments · Page 17 of 22
So how much 28k canadians were contributing in economy compared to half million indians. You will have answers.
So how much 28k canadians were contributing in economy compared to half million indians. You will have answers.
Identity Attack0.04203484
Insult0.016860934
Profanity0.010945748
Threat0.006440342
Severe Toxicity0.0015068054
Low Tox 0.056016337 Low Con 0.235
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
18000 Out, 2 million in lol
18000 Out, 2 million in lol
Identity Attack0.0056236745
Insult0.019934712
Profanity0.031140719
Threat0.0089712385
Severe Toxicity0.002822876
Low Tox 0.055768944 Low Con 0.279
Dec 28, 2025 Deportations From Canada at Their …
Why does it cost 78 million? More money laundering.
Why does it cost 78 million? More money laundering.
Identity Attack0.00155391
Insult0.026444806
Profanity0.011116544
Threat0.0063497215
Severe Toxicity0.0008583069
Low Tox 0.055768944 Low Con 0.165
Dec 30, 2025 Deportations From Canada at Their …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Identity Attack0.043839492
Insult0.016024929
Profanity0.011184863
Threat0.0064144502
Severe Toxicity0.001206398
Low Tox 0.055521555 Moderate Con 0.416 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and are the reason we can't buy homes at affordable prices
Identity Attack0.03919895
Insult0.020256994
Profanity0.010792031
Threat0.0061166976
Severe Toxicity0.0014209747
Low Tox 0.054779384 Constructive 0.601 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
Identity Attack0.0037922803
Insult0.027347196
Profanity0.012722028
Threat0.0060196044
Severe Toxicity0.0007915497
Low Tox 0.054284602 Low Con 0.07 Unverified_Claim
Dec 30, 2025 1 likes Deportations From Canada at Their …
the numbers should be 2.96 million. this is weak, do better canada
the numbers should be 2.96 million. this is weak, do better canada
Identity Attack0.012240025
Insult0.02122384
Profanity0.011475217
Threat0.0069905366
Severe Toxicity0.0012302399
Low Tox 0.05205809 Low Con 0.169 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Hard to imagine where are all those millions and millions of foreign students now? Nobody knows, nobody follows up, 99% of them came here to stay.
Hard to imagine where are all those millions and millions of foreign students now? Nobody knows, nobody follows up, 99% of them came here to stay.
Identity Attack0.033527173
Insult0.015416925
Profanity0.012346277
Threat0.0063497215
Severe Toxicity0.0013256073
Low Tox 0.050573748 Moderate Con 0.31
Jan 2, 2026 10 likes New rules, regulations take effect …
$78.25 million? Stop flying them out in business class!
$78.25 million? Stop flying them out in business class!
Identity Attack0.0042917514
Insult0.020643732
Profanity0.012277958
Threat0.008440462
Severe Toxicity0.0013256073
Low Tox 0.050078966 Low Con 0.129 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
What else would you expect in "post-national" Canada with the gates thrown open to 1 million every year?
What else would you expect in "post-national" Canada with the gates thrown open to 1 million every year?
Identity Attack0.01857083
Insult0.02193286
Profanity0.01084327
Threat0.0067445673
Severe Toxicity0.0016880035
Low Tox 0.048842013 Low Con 0.198
Jan 20, 2026 1 likes Why Canada’s immigration system has …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I would text her and say ok its mine now. She was so funny. There is a class system, but I must have lived with amazing people. If you make a friend of them. You have a friend for life. Again, this is Dallas millions of populations!
Identity Attack0.029402243
Insult0.017743196
Profanity0.023379711
Threat0.0082074385
Severe Toxicity0.0025558472
Low Tox 0.04834723 Constructive 0.827 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
If immigration is a human right then expect 400,000 million more. Soon you will be equal.
If immigration is a human right then expect 400,000 million more. Soon you will be equal.
Identity Attack0.021987455
Insult0.013858915
Profanity0.0103821205
Threat0.007068211
Severe Toxicity0.0014305115
Low Tox 0.04785245 Low Con 0.206 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
Identity Attack0.00569767
Insult0.019999169
Profanity0.01127026
Threat0.007262398
Severe Toxicity0.0016117096
Low Tox 0.04785245 Low Con 0.215 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts on many components of your life and future generations of your family's life.
Identity Attack0.009915425
Insult0.02173949
Profanity0.01127026
Threat0.0068869707
Severe Toxicity0.0011205673
Low Tox 0.04711028 Constructive 0.58 Policy_Critique
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Identity Attack0.016862517
Insult0.01302291
Profanity0.010108846
Threat0.007948523
Severe Toxicity0.0012111664
Low Tox 0.04686289 Constructive 0.516 Unverified_Claim
Dec 24, 2025 8 likes Deportations From Canada at Their …
Only a few million more to go
Only a few million more to go
Identity Attack0.012943448
Insult0.014504919
Profanity0.016547862
Threat0.010964886
Severe Toxicity0.0025939941
Low Tox 0.046368107 Low Con 0.21 Fear_Threat
Feb 18, 2026 48 likes Canadian immigration officers investigating hundreds …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where it's hard to fire d@mb workers because of Unions, getting high wages - so many have afforded expensive houses & luxury cars after living here in a year or two - this rarely happened in the past.
Identity Attack0.00449524
Insult0.02425329
Profanity0.010655395
Threat0.006550381
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.502 Unverified_Claim
Aug 24, 2025 172 likes Why Canadians Are Turning Against …
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Identity Attack0.010137413
Insult0.015948927
Profanity0.020373698
Threat0.0074954215
Severe Toxicity0.0020599365
Low Tox 0.046120718 Low Con 0.163 Humor_Satire
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It’s a start keep doing it. We need millions gone from Canada.
It’s a start keep doing it. We need millions gone from Canada.
Identity Attack0.018972786
Insult0.0154929245
Profanity0.010996987
Threat0.009437286
Severe Toxicity0.0020313263
Low Tox 0.045873325 Low Con 0.285 Call_To_Action
Dec 28, 2025 2 likes Deportations From Canada at Their …
There is already millions of them here daaaa.
There is already millions of them here daaaa.
Identity Attack0.017163984
Insult0.01465692
Profanity0.017777596
Threat0.0077802283
Severe Toxicity0.0017738342
Low Tox 0.045625936 Low Con 0.22 Fear_Threat
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …

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.