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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: "Can you shut up and …" 104 comments · Page 3 of 5
Shut the immigration, enough is enough
Shut the immigration, enough is enough
Identity Attack0.2846865
Insult0.06285016
Profanity0.036401358
Threat0.05203775
Severe Toxicity0.013155893
Moderate 0.3047732 Low Con 0.206 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Shut down ALL FAKE COLLEGES🤔
Shut down ALL FAKE COLLEGES🤔
Identity Attack0.084182754
Insult0.16773392
Profanity0.09098661
Threat0.033386398
Severe Toxicity0.01159668
Low Tox 0.29771072 Low Con 0.165 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at them to shut up. ME: She prob just wanted silence my gawd. Loud speaker phones, no sense of respect for the park....like come on. Give the lady some peace. its so disrespectful... I dont recall growing up being so annoyed with noise pollution. Even speaker phones on trains WTH
Identity Attack0.27759558
Insult0.16817254
Profanity0.11354194
Threat0.011042561
Severe Toxicity0.011291504
Low Tox 0.29039988 Constructive 0.683
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
And I don't care if YouTube shut me out. I'll just let you know that I'm good with it. You probably own it too much anyway
And I don't care if YouTube shut me out. I'll just let you know that I'm good with it. You probably own it too much anyway
Identity Attack0.021083053
Insult0.070482984
Profanity0.13873272
Threat0.031314444
Severe Toxicity0.0118255615
Low Tox 0.2854971 Moderate Con 0.373
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and see the best way of reducing useless imigrations, you guys are just shutting down plans generically and that will affect economy drastically. Good people, great workers, families that pays their taxes fairly and controbute every day on setvices and as consumers... I don't know man. The government seems to have hurt his legs and is now trying to fix It removing the leg instead of treating It.
Identity Attack0.05976611
Insult0.26957804
Profanity0.036401358
Threat0.008582866
Severe Toxicity0.005645752
Low Tox 0.2854869 Constructive 0.614
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Deport and shut the doors so Canadians can be the beneficiaries of the taxes we are paying!!
Deport and shut the doors so Canadians can be the beneficiaries of the taxes we are paying!!
Identity Attack0.28034934
Insult0.071116626
Profanity0.017299367
Threat0.04029291
Severe Toxicity0.010986328
Low Tox 0.28548008 Low Con 0.273 Call_To_Action
Nov 9, 2025 1 likes IRCC Names India in Study …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a free for all why are we even paying taxes anymore anyway? For lip service? If the conservatives aren’t going to do anything then shut up already. Quit wasting taxpayers money on this if nothing is going to happen about it.
Identity Attack0.025806036
Insult0.22770336
Profanity0.0569429
Threat0.013372798
Severe Toxicity0.007820129
Low Tox 0.28312725 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Identity Attack0.26833034
Insult0.082372494
Profanity0.019007329
Threat0.050744623
Severe Toxicity0.010223389
Low Tox 0.27236435 Moderate Con 0.337 Call_To_Action
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
SHUT IT DOWN!
SHUT IT DOWN!
Identity Attack0.0059936526
Insult0.06372428
Profanity0.07047026
Threat0.1366716
Severe Toxicity0.012054443
Low Tox 0.2667042 Moderate Con 0.306 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
BS... She wants CHEAP labor that is why she went to Tunisia. Pay local workers more or shut your bad business down.... The workers should not SUBSIDIZE unprofitable business with their low wages.
BS... She wants CHEAP labor that is why she went to Tunisia. Pay local workers more or shut your bad business down.... The workers should not SUBSIDIZE unprofitable business with their low wages.
Identity Attack0.094936445
Insult0.15414265
Profanity0.089370176
Threat0.0071588317
Severe Toxicity0.0075149536
Low Tox 0.25462922 Moderate Con 0.378 Economic_Argument
Feb 12, 2026 7 likes Canada's tighter immigration policy divides …
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But …
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But I feel very uneasy about how the us will look in 2 decades. Its going to be a brown melting pot 😢
Identity Attack0.27510223
Insult0.06858205
Profanity0.038154904
Threat0.016292779
Severe Toxicity0.008735657
Low Tox 0.2540519 Constructive 0.557 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to be let outside India.
Identity Attack0.28622448
Insult0.0816321
Profanity0.015625564
Threat0.010680079
Severe Toxicity0.0062942505
Low Tox 0.25084448 Constructive 0.639 Call_To_Action
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Still not enough for immigration. Shut the borders , visitors only!
Still not enough for immigration. Shut the borders , visitors only!
Identity Attack0.20878418
Insult0.042665333
Profanity0.015488927
Threat0.020954676
Severe Toxicity0.007286072
Low Tox 0.23667802 Low Con 0.177 Call_To_Action
Jan 15, 2026 Canada’s new rules in 2026
I think the majority will agree… Shut it down!
I think the majority will agree… Shut it down!
Identity Attack0.003921773
Insult0.06424874
Profanity0.033645786
Threat0.05721026
Severe Toxicity0.00541687
Low Tox 0.21642438 Moderate Con 0.321
Nov 27, 2025 Thousands of refugees allowed into …
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
Identity Attack0.23846684
Insult0.036104713
Profanity0.017709278
Threat0.012596053
Severe Toxicity0.0052261353
Low Tox 0.20572066 Low Con 0.157 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Shut down All the private colleges , schools including fake truck driving schools
Shut down All the private colleges , schools including fake truck driving schools
Identity Attack0.031464707
Insult0.082866095
Profanity0.02836696
Threat0.012181788
Severe Toxicity0.0050735474
Low Tox 0.20265625 Low Con 0.11 Call_To_Action
Sep 28, 2025 578 likes IRCC Names India in Study …
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
Identity Attack0.11163961
Insult0.034341812
Profanity0.055940874
Threat0.014220826
Severe Toxicity0.010299683
Low Tox 0.20242359 Moderate Con 0.453 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen us morph from an economic powerhouse to wasted potential. Add in strict criteria for being able to come to Canada, incentivize construction of new infrastructure, and add in new laws for all these immigrants that dictate what they can and cannot do in Canada. This ain't no free ride, people! Get off the government gravy train and start working in places OTHER than entry-level work! Leave that for teens and twentiers!
Identity Attack0.14233272
Insult0.076502606
Profanity0.022218296
Threat0.010835429
Severe Toxicity0.0059509277
Low Tox 0.1996317 Constructive 0.669 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
Identity Attack0.06613251
Insult0.055547886
Profanity0.019622196
Threat0.05203775
Severe Toxicity0.005493164
Low Tox 0.19219314 Moderate Con 0.343 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural. If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Identity Attack0.1769227
Insult0.054962315
Profanity0.025087673
Threat0.021472665
Severe Toxicity0.0064849854
Low Tox 0.18364124 Constructive 0.634 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend …
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend better value no exchange rate.
Identity Attack0.0046557887
Insult0.15017739
Profanity0.0022990184
Threat0.00050246605
Severe Toxicity0.000007764708
Low Tox 0.18352273
Dec 8, 2025
Shut that website down we don't need anymore we need to help our own
Shut that website down we don't need anymore we need to help our own
Identity Attack0.0068076057
Insult0.032028005
Profanity0.036651865
Threat0.021472665
Severe Toxicity0.00579834
Low Tox 0.17891699 Moderate Con 0.305 Policy_Critique
Nov 24, 2025 2 likes Thousands of refugees allowed into …
Import the 3rd world become the 3rd world…. Canada need to shut down immigration and. tfw programs for 2-6 years and start to realize we need change
Import the 3rd world become the 3rd world…. Canada need to shut down immigration and. tfw programs for 2-6 years and start to realize we need change
Identity Attack0.14661247
Insult0.047935467
Profanity0.013985921
Threat0.010110466
Severe Toxicity0.005874634
Low Tox 0.17805049 Low Con 0.167
Aug 25, 2025 Why Canadians Are Turning Against …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many …
8:57 let these guy know most of these are students paying 3 times higher fees on which ur universities run and local students have to pay less fees just look at the numbers how many universities shut down when students stopped to come secondly students pays 3 times higher fees and 20000$ to gic with stays with Canadian bank for two years and secondly which money u are talking do u have any document that government gives free money? There is difference between refugees and students, this polish guy him self is on road half naked and talking about others are dirty firstly go and fcng take shower
Identity Attack0.025404079
Insult0.07967083
Profanity0.028093686
Threat0.007586042
Severe Toxicity0.004272461
Low Tox 0.16331999 Constructive 0.606
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.