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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Good for you" 1,080 comments · Page 29 of 44
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in dubai .. nobody blocks roads to pray here ,... either pray at home or in mosque ... i hope europe wakes up too ... see how fast energy returns ? they didnt have good intentions for canada ... they just wanted to spread their extreme ideology
Identity Attack0.05794714
Insult0.030265106
Profanity0.0118338885
Threat0.0071717775
Severe Toxicity0.0022411346
Low Tox 0.102626406 Constructive 0.574 Fear_Threat
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Identity Attack0.05089863
Insult0.02051482
Profanity0.010655395
Threat0.01086132
Severe Toxicity0.0026512146
Low Tox 0.102626406 Moderate Con 0.372 Call_To_Action
Dec 25, 2025 1 likes Deportations From Canada at Their …
So long people. Hope your magic carpets get good fuel mileage
So long people. Hope your magic carpets get good fuel mileage
Identity Attack0.005438685
Insult0.029273475
Profanity0.021535112
Threat0.023199292
Severe Toxicity0.0038719177
Low Tox 0.102192536 Low Con 0.219
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Identity Attack0.044612918
Insult0.031036375
Profanity0.010552917
Threat0.00780612
Severe Toxicity0.0025749207
Low Tox 0.10089093 Constructive 0.537 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Not good at all
Not good at all
Identity Attack0.0069185994
Insult0.023866551
Profanity0.024882717
Threat0.008116818
Severe Toxicity0.0022029877
Low Tox 0.10089093 Moderate Con 0.327 Meta_Commentary
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Identity Attack0.037909906
Insult0.02373764
Profanity0.011663092
Threat0.009592636
Severe Toxicity0.0025939941
Low Tox 0.10089093 Moderate Con 0.331 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, …
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, but it's the whole country instead of an office.
Identity Attack0.06340405
Insult0.026058068
Profanity0.014874061
Threat0.007624879
Severe Toxicity0.0019931793
Low Tox 0.10045706 Moderate Con 0.484 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good. How about we accelerate the deportations?
Good. How about we accelerate the deportations?
Identity Attack0.04023018
Insult0.015948927
Profanity0.013268576
Threat0.014048163
Severe Toxicity0.0026130676
Low Tox 0.10002319 Low Con 0.24 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
If they're such good and hardworking people why dont they build their own country up?
If they're such good and hardworking people why dont they build their own country up?
Identity Attack0.051580742
Insult0.020837102
Profanity0.015147334
Threat0.0072365063
Severe Toxicity0.0023937225
Low Tox 0.09958932 Low Con 0.242 Moral_Argument
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent …
Good. Keep it going agree 💯💯. Don't like to see tax dollars going there. The people being deported should be made to pay for their own flights. $300 million plus 😮😮😮too much money being spent as it is
Identity Attack0.030691283
Insult0.023028618
Profanity0.012004685
Threat0.0076119336
Severe Toxicity0.0018310547
Low Tox 0.09872158 Constructive 0.61 Economic_Argument
Dec 25, 2025 Deportations From Canada at Their …
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need …
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need it and not for temporary foreigners.
Identity Attack0.06749674
Insult0.024124376
Profanity0.01128734
Threat0.0063367756
Severe Toxicity0.0019931793
Low Tox 0.09828771 Constructive 0.503 Economic_Argument
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Identity Attack0.018269362
Insult0.021868404
Profanity0.024404489
Threat0.017156094
Severe Toxicity0.0031471252
Low Tox 0.09394901 Constructive 0.555
Aug 26, 2025 Why Canadians Are Turning Against …
Immigration is being reduced by Carney. We’re all good
Immigration is being reduced by Carney. We’re all good
Identity Attack0.0440973
Insult0.020063626
Profanity0.013883443
Threat0.009437286
Severe Toxicity0.0025367737
Low Tox 0.09351514 Moderate Con 0.414 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
South Korean immigrant is good… correct?
South Korean immigrant is good… correct?
Identity Attack0.060675595
Insult0.019225692
Profanity0.013917602
Threat0.006543908
Severe Toxicity0.0021457672
Low Tox 0.09351514 Moderate Con 0.334
Jan 18, 2026 2.9 million Canadian temporary visas …
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
Identity Attack0.009767435
Insult0.036545437
Profanity0.013644327
Threat0.006207318
Severe Toxicity0.001449585
Low Tox 0.0926474 Low Con 0.284 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
Bro the Indian food is so good though, it's worth it bro it's worth it
Bro the Indian food is so good though, it's worth it bro it's worth it
Identity Attack0.05794714
Insult0.020321451
Profanity0.042413518
Threat0.008582866
Severe Toxicity0.00459671
Low Tox 0.091913216 Moderate Con 0.482 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
21:35 GOOD JUMPSCARE!!!
21:35 GOOD JUMPSCARE!!!
Identity Attack0.0061416444
Insult0.019676886
Profanity0.04592061
Threat0.01254427
Severe Toxicity0.0062942505
Low Tox 0.091913216 Low Con 0.296 Meta_Commentary
Jan 27, 2026 10 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.