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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: "Its back up!" 1,445 comments · Page 9 of 58
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass …
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass immigration .. just stop bringing in temp workers just because they're subsidized.. send the shit immigrants back home .. we will have more jobs for the people that are actually born here .. there will be places for our citizens to live ... all these things our citizens should have .. It just needs to stop Canadian women need to spread their legs and produce more kids .. but can't do that because no one is able to support another person .. because we cannot even support ourselves due to the lack of jobs and places because of immigrants
Identity Attack0.46028158
Insult0.5101222
Profanity0.47435758
Threat0.053330876
Severe Toxicity0.16960317
Moderate 0.55739564 Moderate Con 0.426 Insult
Sep 8, 2025 Why Canadians Are Turning Against …
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
All Indians should go back to their country, the time for returning home has come.
All Indians should go back to their country, the time for returning home has come.
Identity Attack0.6007182
Insult0.36709076
Profanity0.15019037
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.253 Identity Attack Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Identity Attack0.44690517
Insult0.28997475
Profanity0.4170448
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.284 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Good job 👍 👍 👍 👍 👍 People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send …
Good job 👍 👍 👍 👍 👍 People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; if they refuse, throw them into the nearest ocean.
Identity Attack0.6007182
Insult0.39297962
Profanity0.22653213
Threat0.4438339
Severe Toxicity0.23224458
Moderate 0.5566829 Low Con 0.3 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back …
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back 'home'. Edit: I have no issue with immigration, immigrants, or other cultures. I hate the abuse of the system, and lack of humility when given a better opportunity.
Identity Attack0.2831485
Insult0.3486032
Profanity0.6001929
Threat0.013010317
Severe Toxicity0.08859174
Moderate 0.5559701 Constructive 0.637 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
UT is a big BS..they need to go back to India..they are Fake!!
UT is a big BS..they need to go back to India..they are Fake!!
Identity Attack0.50515443
Insult0.5130944
Profanity0.33453682
Threat0.045895394
Severe Toxicity0.16760159
Moderate 0.5559701 Low Con 0.153 Identity Attack Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak …
Even the 2nd generation info Canadians I grew up hate these new fucking wave it isn't a white vs brown it's Canadians vs those who won't adapt My wife's Russian speaks Russian my kids speak Russian So I'm not against immigration People saying they can't find work just aren't willing to look around in my city I can think of 10 plus company's hiring but it's construction but immigrants look down on it as it was low paying not respected etc back home Prime example is central america
Identity Attack0.49032792
Insult0.4302003
Profanity0.5188411
Threat0.02250864
Severe Toxicity0.16960317
Moderate 0.5559701 Constructive 0.797 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
this is repulsive. every White, Western nation it's the same thing. we need to sever these (((shackles))) and take our homeland back. this is so incredibly emasculating.
this is repulsive. every White, Western nation it's the same thing. we need to sever these (((shackles))) and take our homeland back. this is so incredibly emasculating.
Identity Attack0.46614665
Insult0.46173862
Profanity0.4170448
Threat0.13616586
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.339 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Send all this indians back!!
Send all this indians back!!
Identity Attack0.6007182
Insult0.34782293
Profanity0.17752954
Threat0.21332647
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.2 Identity Attack
Jan 17, 2026 2.9 million Canadian temporary visas …
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
Identity Attack0.36702603
Insult0.46173862
Profanity0.24631839
Threat0.5507274
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.119 Threat Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
send em back, don't give them any money!!!!!!!!!!!!!! we are FULL! and pissed off.
send em back, don't give them any money!!!!!!!!!!!!!! we are FULL! and pissed off.
Identity Attack0.036878675
Insult0.46476576
Profanity0.39409557
Threat0.050098058
Severe Toxicity0.02604016
Moderate 0.5532103 Moderate Con 0.312 Call_To_Action
Jan 5, 2026 1 likes Migrants cross into Canada near …
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers …
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers of honest applicants whom deserve to be here and will contribute. How hard is that? So sick of the racist rant and many immigrants I know that followed the rules to come cannot stand the Liberal mantra.
Identity Attack0.29951343
Insult0.58196646
Profanity0.1067334
Threat0.026307223
Severe Toxicity0.023076924
Moderate 0.54823303 Constructive 0.517 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is a sickness. This is disgusting. Canada take your Country back
This is a sickness. This is disgusting. Canada take your Country back
Identity Attack0.43896464
Insult0.5130944
Profanity0.098067984
Threat0.0086087575
Severe Toxicity0.023076924
Moderate 0.54823303 Low Con 0.216 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
These Indians need to go back to their own country
These Indians need to go back to their own country
Identity Attack0.6007182
Insult0.35505778
Profanity0.17148167
Threat0.07093142
Severe Toxicity0.104393706
Moderate 0.54823303 Low Con 0.194 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Well a lot of YOU voted for Trudeau oops I mean Carney and this is why we work hard to stay broke so pat yourself on the back b1tches , wokeness is killing us 🙏
Well a lot of YOU voted for Trudeau oops I mean Carney and this is why we work hard to stay broke so pat yourself on the back b1tches , wokeness is killing us 🙏
Identity Attack0.10221587
Insult0.5130944
Profanity0.44133487
Threat0.34804323
Severe Toxicity0.10702737
Moderate 0.54823303 Moderate Con 0.354 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all b""t and Mark carney not helping. Thats my opinion
Identity Attack0.46028158
Insult0.5678696
Profanity0.114160895
Threat0.011793415
Severe Toxicity0.02402156
Moderate 0.54325575 Moderate Con 0.483 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on …
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on our heads not diapers. We wash our feet in the bath not public sinks. You stink you are pigs. You work for next to nothing then send the money home to India. Last but not least if you say it is easier in India then as I said earlier please go back. Did you see the sign in the church donate and get a tax receipt.
Identity Attack0.48915586
Insult0.5678696
Profanity0.15459715
Threat0.010731863
Severe Toxicity0.024725812
Moderate 0.54325575 Moderate Con 0.448 Insult Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your …
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your mental process? Im genuinely curious
Identity Attack0.44690517
Insult0.4962726
Profanity0.42990944
Threat0.011042561
Severe Toxicity0.02444411
Moderate 0.53579444 Moderate Con 0.418 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
These Indians need to go back to their country.🇨🇦
These Indians need to go back to their country.🇨🇦
Identity Attack0.5913144
Insult0.36193377
Profanity0.16403814
Threat0.06432246
Severe Toxicity0.12019568
Moderate 0.52811706 Low Con 0.178 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
Identity Attack0.57554024
Insult0.45135358
Profanity0.17055123
Threat0.013476364
Severe Toxicity0.024866661
Moderate 0.52811706 Low Con 0.263 Identity Attack Unverified_Claim
Feb 19, 2026 Inside Canada's Indian Invasion...
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become destroyed! Now that it’s happening to you, now you wanna to say something about it? Get fucking real! Maybe it’s time for you to go back and let the native people rebuild. Before it’s too late! Period
Identity Attack0.28034934
Insult0.40975618
Profanity0.4819111
Threat0.13815513
Severe Toxicity0.12282934
Moderate 0.52272606 Moderate Con 0.388
Aug 26, 2025 Why Canadians Are Turning Against …
SENT THEM BACK TO BJP MODI GANDHI KILLERS INDIA
SENT THEM BACK TO BJP MODI GANDHI KILLERS INDIA
Identity Attack0.48915586
Insult0.6120431
Profanity0.36230123
Threat0.49142194
Severe Toxicity0.45895407
Moderate 0.52272606 Low Con 0.137 Insult Call_To_Action
Mar 1, 2026 2 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.