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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 #}

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Active: "Trump did this to cause …" 9 comments
This immigrant problem has been going on for years, since the liberals (idiot Pierre Trudeau) got into power . Why now bring it up. Cause of that nimkumpoop trump?
This immigrant problem has been going on for years, since the liberals (idiot Pierre Trudeau) got into power . Why now bring it up. Cause of that nimkumpoop trump?
Identity Attack0.19890837
Insult0.71120167
Profanity0.3194067
Threat0.008556974
Severe Toxicity0.023411209
Moderate 0.6667219 Low Con 0.235 Insult Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
Identity Attack0.10221587
Insult0.36798462
Profanity0.70864636
Threat0.008712323
Severe Toxicity0.048457388
Moderate 0.6491204 Moderate Con 0.404 Identity_Assertion
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Identity Attack0.5135796
Insult0.5101222
Profanity0.20016506
Threat0.02855184
Severe Toxicity0.035007052
Moderate 0.51980776 Moderate Con 0.415 Identity Attack Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
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 …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to spite trumps wall and the Canadian liberal party followed the same policy.
Identity Attack0.018671319
Insult0.0638991
Profanity0.010945748
Threat0.0064144502
Severe Toxicity0.0016117096
Low Tox 0.11088664 Moderate Con 0.444 Policy_Critique
Dec 25, 2025 2 likes Deportations From Canada at Their …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 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.