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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: "This is what New Zealand …" 58 comments · Page 2 of 3
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to …
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to be a NZ citizen and no visa required.
Identity Attack0.2308735
Insult0.053791173
Profanity0.066963166
Threat0.0077802283
Severe Toxicity0.006980896
Low Tox 0.19870108 Moderate Con 0.468
Jan 27, 2026 Inside Canada's Indian Invasion...
Looks like my neighbourhood in Auckland, New Zealand. It was still mostly White when we moved here about a decade ago...
Looks like my neighbourhood in Auckland, New Zealand. It was still mostly White when we moved here about a decade ago...
Identity Attack0.24150419
Insult0.032248367
Profanity0.03389629
Threat0.008298059
Severe Toxicity0.0059509277
Low Tox 0.19694418 Constructive 0.563 Comparative_Framing
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Identity Attack0.18546575
Insult0.05086332
Profanity0.021603432
Threat0.008505191
Severe Toxicity0.0065994263
Low Tox 0.18554166 Low Con 0.259 Identity_Assertion
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
New Zealand also has mass immigration from India. It needs to stop.
New Zealand also has mass immigration from India. It needs to stop.
Identity Attack0.21470967
Insult0.033019636
Profanity0.017367685
Threat0.008013252
Severe Toxicity0.0050354004
Low Tox 0.18364124 Low Con 0.266 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Identity Attack0.120924085
Insult0.038566336
Profanity0.046922635
Threat0.012854968
Severe Toxicity0.0077056885
Low Tox 0.15932569 Low Con 0.117 Comparative_Framing
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Enough immigrants in Canada,Australia,England,Ireland,New Zealand and other Western countries.No more.
Enough immigrants in Canada,Australia,England,Ireland,New Zealand and other Western countries.No more.
Identity Attack0.1508922
Insult0.029273475
Profanity0.012175481
Threat0.007534259
Severe Toxicity0.0039100647
Low Tox 0.15656179 Low Con 0.197 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
Identity Attack0.10815793
Insult0.025155678
Profanity0.023106437
Threat0.008336896
Severe Toxicity0.003643036
Low Tox 0.11316007 Low Con 0.3 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Identity Attack0.07591068
Insult0.030265106
Profanity0.0147374235
Threat0.0070034824
Severe Toxicity0.0033187866
Low Tox 0.11212669 Moderate Con 0.437 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, …
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, IT etc.
Identity Attack0.048995655
Insult0.03588435
Profanity0.012926984
Threat0.007249452
Severe Toxicity0.0022888184
Low Tox 0.11150667 Moderate Con 0.363 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Better Canada than New Zealand.
Better Canada than New Zealand.
Identity Attack0.05612817
Insult0.024640027
Profanity0.012277958
Threat0.0072106146
Severe Toxicity0.0026130676
Low Tox 0.091913216 Low Con 0.299 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
Identity Attack0.06704199
Insult0.020901557
Profanity0.015420608
Threat0.008039144
Severe Toxicity0.0023937225
Low Tox 0.091913216 Constructive 0.563
Jan 27, 2026 Inside Canada's Indian Invasion...
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
Identity Attack0.014249804
Insult0.01890341
Profanity0.01620627
Threat0.010239923
Severe Toxicity0.0020313263
Low Tox 0.06896287 Low Con 0.249
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
come to auckland new zealand bro , same story here even tho we on the other side of the world, or go to australia
come to auckland new zealand bro , same story here even tho we on the other side of the world, or go to australia
Identity Attack0.025203101
Insult0.015568925
Profanity0.02071529
Threat0.009722093
Severe Toxicity0.0024986267
Low Tox 0.056016337 Constructive 0.548 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It is happening in Australia new Zealand England
It is happening in Australia new Zealand England
Identity Attack0.027011903
Insult0.014504919
Profanity0.024541125
Threat0.012026439
Severe Toxicity0.003528595
Low Tox 0.055768944 Low Con 0.282
Dec 31, 2025 2 likes Why Canadians Are Turning Against …
New Zealand has the same problem
New Zealand has the same problem
Identity Attack0.033269364
Insult0.017936565
Profanity0.017026093
Threat0.0072882893
Severe Toxicity0.0016880035
Low Tox 0.05378982 Low Con 0.296
Jan 27, 2026 Inside Canada's Indian Invasion...
We have the same problem in New Zealand
We have the same problem in New Zealand
Identity Attack0.02138452
Insult0.012832909
Profanity0.014156717
Threat0.0072106146
Severe Toxicity0.0013923645
Low Tox 0.03875561 Moderate Con 0.389
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
New Zealand has the same problem its not an accident.Highly skilled migrants like gas station and liquor store employees. Theyre also realy good drivers who dont mess up the motorways by driving 30kms under the …
New Zealand has the same problem its not an accident.Highly skilled migrants like gas station and liquor store employees. Theyre also realy good drivers who dont mess up the motorways by driving 30kms under the speed limit.
Identity Attack0.019575719
Insult0.013820915
Profanity0.012243799
Threat0.0069387536
Severe Toxicity0.0012588501
Low Tox 0.037577134 Constructive 0.641
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Identity Attack0.015154205
Insult0.012680908
Profanity0.012585391
Threat0.006874025
Severe Toxicity0.0011539459
Low Tox 0.032627538 Moderate Con 0.5
Jan 27, 2026 1 likes 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 …
seeing this after the New Zealand protest is perfect timing
seeing this after the New Zealand protest is perfect timing
Identity Attack0.007843546
Insult0.009355888
Profanity0.014225035
Threat0.010162249
Severe Toxicity0.0016593933
Low Tox 0.027442247 Moderate Con 0.354 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
NEW ZEALAND. PLEASE TAKE NOTES
NEW ZEALAND. PLEASE TAKE NOTES
Identity Attack0.008250522
Insult0.010058892
Profanity0.013166099
Threat0.008103873
Severe Toxicity0.0015544891
Low Tox 0.025674535 Low Con 0.223 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
Identity Attack0.013546381
Insult0.009241886
Profanity0.014088398
Threat0.008531082
Severe Toxicity0.0015068054
Low Tox 0.024260364 Moderate Con 0.453 Identity_Assertion
Feb 3, 2026 14 likes Inside Canada's Indian Invasion...

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.