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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: "How did Trump win the …" 7 comments
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
Identity Attack0.16373143
Insult0.06739554
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.005531311
Low Tox 0.21241048 Moderate Con 0.347 Unverified_Claim
Jan 30, 2026 Inside Canada's Indian Invasion...
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Identity Attack0.06929302
Insult0.07967083
Profanity0.05168226
Threat0.010654188
Severe Toxicity0.0049591064
Low Tox 0.19124292 Moderate Con 0.483 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how dangerous they are becoming, I also remember this could be America lol idk why we can't win... just needs to be accountability and actual morals
Identity Attack0.009989422
Insult0.076819435
Profanity0.022354934
Threat0.008013252
Severe Toxicity0.0025367737
Low Tox 0.15213956 Constructive 0.627
Jan 27, 2026 Inside Canada's Indian Invasion...
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …

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.