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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: "as a Canadian i can …" 3,707 comments · Page 136 of 149
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Identity Attack0.0045507364
Insult0.012566907
Profanity0.010996987
Threat0.008440462
Severe Toxicity0.0013446808
Low Tox 0.029092113 Moderate Con 0.401 Call_To_Action
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Singh Hortons is what Canadians call it.
Singh Hortons is what Canadians call it.
Identity Attack0.009545447
Insult0.01617693
Profanity0.01173141
Threat0.006641001
Severe Toxicity0.001115799
Low Tox 0.028974265 Low Con 0.293 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I was JUST in this area. I also noticed these things. Canadians complained of the drivers, for example.
I was JUST in this area. I also noticed these things. Canadians complained of the drivers, for example.
Identity Attack0.014953227
Insult0.012680908
Profanity0.010245483
Threat0.0063367756
Severe Toxicity0.00084400177
Low Tox 0.028856417 Constructive 0.504 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
Lets make montreal canadian again
Lets make montreal canadian again
Identity Attack0.015355183
Insult0.010476895
Profanity0.013610168
Threat0.008686432
Severe Toxicity0.0019931793
Low Tox 0.02873857 Low Con 0.241 Identity_Assertion
Nov 20, 2025 20 likes Quebec Ends Economic Immigration Program …
whoever still wanna go to there and Canadian. Deserved that.
whoever still wanna go to there and Canadian. Deserved that.
Identity Attack0.00263157
Insult0.0036360973
Profanity0.0005401246
Threat0.0020217425
Severe Toxicity0.000006074122
Low Tox 0.02872444 Fear_Threat
Dec 8, 2025
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit your office a couple times a year if you want.
Identity Attack0.010803374
Insult0.012756908
Profanity0.009622077
Threat0.006265574
Severe Toxicity0.0009822845
Low Tox 0.028620722 Constructive 0.674
Dec 29, 2017 8 likes How much do refugees and …
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
Identity Attack0.018470341
Insult0.011046898
Profanity0.011167783
Threat0.0060260775
Severe Toxicity0.0009441376
Low Tox 0.028385026 Moderate Con 0.407
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Love the buddy on the bike, true Canadian I’d say. But he should’ve also mentioned the mistakes our governments made in the past few years.
Love the buddy on the bike, true Canadian I’d say. But he should’ve also mentioned the mistakes our governments made in the past few years.
Identity Attack0.0076215584
Insult0.016024929
Profanity0.009237786
Threat0.0063885585
Severe Toxicity0.00071048737
Low Tox 0.02826718 Constructive 0.611 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You didn't mention free dental care which Canadians do not get.
You didn't mention free dental care which Canadians do not get.
Identity Attack0.017867407
Insult0.012566907
Profanity0.009195087
Threat0.0057606893
Severe Toxicity0.000834465
Low Tox 0.028149333 Moderate Con 0.468
Dec 15, 2019 7 likes How much do refugees and …
Thank you for covering this Canadian Pandemic
Thank you for covering this Canadian Pandemic
Identity Attack0.010803374
Insult0.013174911
Profanity0.010091767
Threat0.006382086
Severe Toxicity0.0012588501
Low Tox 0.028149333 Moderate Con 0.448
Jan 27, 2026 Inside Canada's Indian Invasion...
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
Identity Attack0.0093974555
Insult0.012338906
Profanity0.009570839
Threat0.006537435
Severe Toxicity0.0010299683
Low Tox 0.028149333 Moderate Con 0.395 Economic_Argument
Aug 25, 2025 672 likes Why Canadians Are Turning Against …
0:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. …
0:38 Yes, immigrants in Canada pay taxes. Your tax obligations depend on your residency status, which is based on factors like the number of days you spend in Canada and your ties to the country. Income earned from Canadian sources is generally taxable for both residents and non-residents.
Identity Attack0.01766643
Insult0.010096892
Profanity0.011133623
Threat0.0057606893
Severe Toxicity0.00088214874
Low Tox 0.028031485 Moderate Con 0.451 Meta_Commentary
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Identity Attack0.0073255757
Insult0.014352918
Profanity0.009920971
Threat0.0063108844
Severe Toxicity0.0009536743
Low Tox 0.028031485 Moderate Con 0.476 Policy_Critique
Feb 24, 2026 9 likes 'We do know that there's …
Need a Canadian ICE
Need a Canadian ICE
Identity Attack0.009027477
Insult0.011198899
Profanity0.0128245065
Threat0.0091524795
Severe Toxicity0.0020885468
Low Tox 0.028031485 Moderate Con 0.371 Call_To_Action
Dec 1, 2025 1 likes IRCC Names India in Study …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would want to protect its borders from those “Canadians”
Identity Attack0.008588185
Insult0.007371856
Profanity0.000062916915
Threat0.00027536758
Severe Toxicity0.000004110165
Low Tox 0.027917115 Unverified_Claim
Dec 9, 2025
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
Identity Attack0.023008294
Insult0.0025617492
Profanity0.0001309912
Threat0.0013773915
Severe Toxicity0.000007673837
Low Tox 0.027914505 Identity_Assertion
Apr 15, 2025
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Finally a good move. About time the rest of Canada follows for the sake of all Canadians.
Identity Attack0.014048826
Insult0.011312899
Profanity0.009784333
Threat0.008103873
Severe Toxicity0.0011062622
Low Tox 0.02779579 Moderate Con 0.409 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact opposite of that.
Identity Attack0.00880549
Insult0.013516913
Profanity0.009442741
Threat0.0061749537
Severe Toxicity0.00071048737
Low Tox 0.02779579 Constructive 0.584
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Decently based bike guy. More canadians need to be like him, but further in defence of the land.
Decently based bike guy. More canadians need to be like him, but further in defence of the land.
Identity Attack0.008324518
Insult0.01625293
Profanity0.010108846
Threat0.0066927844
Severe Toxicity0.0009393692
Low Tox 0.02779579 Constructive 0.53 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
Make Canada CANADIAN again
Make Canada CANADIAN again
Identity Attack0.014149316
Insult0.010818896
Profanity0.013336895
Threat0.007586042
Severe Toxicity0.0018978119
Low Tox 0.02779579 Low Con 0.245
Nov 5, 2025 IRCC Names India in Study …
Did you say "native Canadians"?
Did you say "native Canadians"?
Identity Attack0.019977676
Insult0.010932897
Profanity0.010894509
Threat0.0059969495
Severe Toxicity0.0010824203
Low Tox 0.02779579 Low Con 0.284 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains …
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains from international tuition fees. Young labor to support aging populations. Potential future immigrants who are already educated and adapted to the country. Governments often design these systems intentionally — international students are part of their immigration and economic growth strategies, not just passive victims or actors. India has a massive, educated, English-speaking population. India has the largest pool of college graduates who are English-proficient, making them eligible and attractive for global mobility. Canadian colleges and universities actively recruit in India because it's a guaranteed market. Some Canadians have prioritized volume over quality, which has led to systemic issues. You are not alone England, Australia and New Zealand are milking Indians too
Identity Attack0.011321344
Insult0.013592913
Profanity0.011765569
Threat0.0063885585
Severe Toxicity0.0011014938
Low Tox 0.02779579 Constructive 0.646
Oct 2, 2025 IRCC Names India in Study …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses based on those shared values. Sadly things seem to have shifted in the past 10 years…
Identity Attack0.017766917
Insult0.0116169015
Profanity0.010621235
Threat0.0059775305
Severe Toxicity0.0008010864
Low Tox 0.027560094 Constructive 0.701 Personal_Narrative
Feb 6, 2026 3 likes Inside Canada's Indian Invasion...
And 385k is still almost 1% of the country's population, effectively continuing unnatural annual-exponential “growth” that has crushed the home market for young Canadians.
And 385k is still almost 1% of the country's population, effectively continuing unnatural annual-exponential “growth” that has crushed the home market for young Canadians.
Identity Attack0.0064006294
Insult0.015264924
Profanity0.010330882
Threat0.006084333
Severe Toxicity0.0007343292
Low Tox 0.027560094 Moderate Con 0.319 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …

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.