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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 was such a powerful …" 220 comments · Page 2 of 9
I wish i had the power to kick all of them pretty much I wish i wish
I wish i had the power to kick all of them pretty much I wish i wish
Identity Attack0.099072486
Insult0.113185234
Profanity0.2661772
Threat0.6615786
Severe Toxicity0.17009245
Moderate 0.57271194 Moderate Con 0.345 Threat
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once they become majority, play with your vote system game and maitrise the power. Also, rape is in the gene, read the lizard story. Good luck, anglosaxons.
Identity Attack0.5548181
Insult0.4718924
Profanity0.36230123
Threat0.2836219
Severe Toxicity0.17009245
Moderate 0.55739564 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those …
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those belong to western and Muslim ecosystems. @drsjaishankar, #NoFTAWithCanada! Indians of Hindu origin, it's time to show these worms of purchasing power of Hindus by boycotting these ecosystems.
Identity Attack0.56445944
Insult0.5130944
Profanity0.26628086
Threat0.08396416
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.317 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
guess what I am racist now white fn power
guess what I am racist now white fn power
Identity Attack0.55044734
Insult0.34548226
Profanity0.29168049
Threat0.065292306
Severe Toxicity0.1597006
Moderate 0.5532103 Moderate Con 0.306 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Identity Attack0.4911651
Insult0.5130944
Profanity0.4185329
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.455 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx …
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx but trudeau government opened the gates during the pandemic and now we are in major trouble but leftoes likes to pretend theres no issues. They are in power , we have no say so therefore the country is being invaded by hordes of non skilled migration which is absolutely devastating for our beautiful nation
Identity Attack0.39677486
Insult0.5393265
Profanity0.25915453
Threat0.01254427
Severe Toxicity0.023880709
Moderate 0.5024724 Moderate Con 0.485 Insult
Nov 8, 2025 Why Canadians Are Turning Against …
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the …
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the country.
Identity Attack0.5135796
Insult0.48228607
Profanity0.24910301
Threat0.122295745
Severe Toxicity0.16960317
Moderate 0.4977744 Low Con 0.239 Identity Attack Unverified_Claim
Jun 30, 2025 1 likes How Canada broke its immigration …
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Identity Attack0.46028158
Insult0.48627716
Profanity0.06796519
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.176 Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words have been used so much that they no longer hold the power They used to. Let them call us what they want. It is time for us to take our country back and make it clear that this crappy behavior will NEVER BE OK. 🤬
Identity Attack0.39334553
Insult0.48627716
Profanity0.22105443
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Get them out of Canada already like Jesus Christ it’s disgusting these woman should not be in power they are pushovers and people pleasers get someone in there who wants a better future for Canada
Get them out of Canada already like Jesus Christ it’s disgusting these woman should not be in power they are pushovers and people pleasers get someone in there who wants a better future for Canada
Identity Attack0.37953663
Insult0.49389273
Profanity0.11601777
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.342
Oct 1, 2025 IRCC Names India in Study …
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats …
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats . They will continue to import the vote and place them in key electoral riding's to retain power . And know one is holding them accountable . A Pathetic compliance to the downfall of existence in this country .
Identity Attack0.10221587
Insult0.5177041
Profanity0.062454045
Threat0.008375733
Severe Toxicity0.010757446
Moderate 0.47119883 Moderate Con 0.328 Insult Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
genuinely sucks and hurts to see what our government has done to our country just so they could keep power
genuinely sucks and hurts to see what our government has done to our country just so they could keep power
Identity Attack0.024801146
Insult0.34626248
Profanity0.39842105
Threat0.008634649
Severe Toxicity0.022064678
Moderate 0.45761138 Moderate Con 0.402 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Identity Attack0.28034934
Insult0.5130944
Profanity0.04291453
Threat0.008738215
Severe Toxicity0.014188796
Moderate 0.4575469 Low Con 0.194 Insult Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
Identity Attack0.06385879
Insult0.47273466
Profanity0.2258264
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.166
Nov 20, 2025 40 likes Thousands of refugees allowed into …
Greedy and power hungry politicians who sacrificed all of us for their own sickness.
Greedy and power hungry politicians who sacrificed all of us for their own sickness.
Identity Attack0.052035484
Insult0.48569724
Profanity0.06044999
Threat0.009929225
Severe Toxicity0.009651184
Moderate 0.43720075 Low Con 0.27 Policy_Critique
Feb 17, 2026 53 likes LILLEY UNLEASHED: The fall of …
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Identity Attack0.50515765
Insult0.36798462
Profanity0.053435806
Threat0.0086087575
Severe Toxicity0.01896597
Moderate 0.4269174 Low Con 0.08 Identity Attack Unverified_Claim
Oct 16, 2025 IRCC Names India in Study …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much will power it takes for those indians to come to places like north america to earn money and give their family back home the lives they never had. It takes so much to be someone, especially if youre coming from a place where youre just one ordinary human among 1 billion others. People can hate all the want but its a free world. Territories came after humans.
Identity Attack0.34974504
Insult0.3388922
Profanity0.20016506
Threat0.030278467
Severe Toxicity0.023317307
Moderate 0.42568782 Constructive 0.637 Solidarity
Feb 17, 2026 Inside Canada's Indian Invasion...
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Identity Attack0.14661247
Insult0.40243408
Profanity0.38343847
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify …
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify with them at all..
Identity Attack0.45348886
Insult0.31740165
Profanity0.19032755
Threat0.05268431
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work done and defend them like in a situation at this time saying people are racist Islamophobic etc and give them everything they want backed by extremist organizations and political parties given a passport and get them to vote for them🗳 These extremists hate all religions, white people, western countries except Islam and terrorism around the world 🌎 🙄 😒 😑 😴 🤣
Identity Attack0.39870077
Insult0.40243408
Profanity0.11477985
Threat0.027515862
Severe Toxicity0.021031776
Moderate 0.4014846 Moderate Con 0.499
Dec 24, 2025 1 likes Deportations From Canada at Their …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.