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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: "Deport all of them. 100%. …" 16 comments
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Identity Attack0.39207554
Insult0.23704576
Profanity0.02973333
Threat0.017846745
Severe Toxicity0.01806218
Moderate 0.37073207 Moderate Con 0.336 Call_To_Action
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Deport all non-citizens %100
Deport all non-citizens %100
Identity Attack0.33352965
Insult0.107333586
Profanity0.054938845
Threat0.13815513
Severe Toxicity0.019740647
Moderate 0.34328604 Low Con 0.147 Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
Identity Attack0.28034934
Insult0.1669316
Profanity0.019622196
Threat0.017846745
Severe Toxicity0.011138916
Moderate 0.30539915 Low Con 0.177
Nov 6, 2025 IRCC Names India in Study …
Deport all of them. 100%. Cancel all student programs. Set up new laws including the tools for tracking all temporary student visas. Mandatory country exit upon finishing school. Violations : deportation with ban of entry …
Deport all of them. 100%. Cancel all student programs. Set up new laws including the tools for tracking all temporary student visas. Mandatory country exit upon finishing school. Violations : deportation with ban of entry the country forever.
Identity Attack0.109318495
Insult0.04969218
Profanity0.018392462
Threat0.11002964
Severe Toxicity0.008392334
Low Tox 0.24442963 Low Con 0.239 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
Identity Attack0.19495805
Insult0.045007613
Profanity0.014942379
Threat0.04029291
Severe Toxicity0.007858276
Low Tox 0.23090743 Low Con 0.24 Call_To_Action
Dec 28, 2025 Deportations From Canada at Their …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada needs, right now, a 100% moratorium on all immigration for at least three years to allow infrastructure and health care to catch up. After that, a very slow and gradual increase to maximim 1% current population levels, with a strict focus on STEM and health care grads. Not their parents and grandparents and great aunts. And if any of them breaks the Canadian criminal code, they are deported within 24 hours.
Identity Attack0.073429056
Insult0.06634661
Profanity0.020373698
Threat0.007637825
Severe Toxicity0.0036239624
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Trump should put a 100% tariff on Canada for immediate mass deportations.
Trump should put a 100% tariff on Canada for immediate mass deportations.
Identity Attack0.050671257
Insult0.023995465
Profanity0.012107162
Threat0.014566151
Severe Toxicity0.0031280518
Low Tox 0.11192002 Low Con 0.109 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
19,000 deportations is a joke. It should be around 100,000.
19,000 deportations is a joke. It should be around 100,000.
Identity Attack0.033011556
Insult0.024768941
Profanity0.014293353
Threat0.009437286
Severe Toxicity0.0024223328
Low Tox 0.11098998 Low Con 0.188
Dec 23, 2025 30 likes Deportations From Canada at Their …
We need to speed up the deportation 100,000 per month.
We need to speed up the deportation 100,000 per month.
Identity Attack0.049761772
Insult0.017012933
Profanity0.013131939
Threat0.013528148
Severe Toxicity0.0030899048
Low Tox 0.11057663 Moderate Con 0.35 Call_To_Action
Dec 25, 2025 275 likes Deportations From Canada at Their …
Canada is too nice and is being taken advantage of. This money spent should be charged to the people being deported if they don’t comply. We need to stop immigration 100% until Canada gets a …
Canada is too nice and is being taken advantage of. This money spent should be charged to the people being deported if they don’t comply. We need to stop immigration 100% until Canada gets a hold on the people already here. One in one out !!!
Identity Attack0.06567776
Insult0.022190686
Profanity0.011133623
Threat0.011172019
Severe Toxicity0.0030899048
Low Tox 0.10870059 Moderate Con 0.377 Policy_Critique
Jan 6, 2026 Deportations From Canada at Their …
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
Identity Attack0.051353373
Insult0.019547975
Profanity0.010587076
Threat0.006757513
Severe Toxicity0.0017166138
Low Tox 0.08004235 Moderate Con 0.376 Unverified_Claim
Feb 8, 2026 Deportations From Canada at Their …
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Identity Attack0.027614836
Insult0.018065477
Profanity0.010587076
Threat0.008000307
Severe Toxicity0.0015830994
Low Tox 0.075294 Constructive 0.545 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …

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.