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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

click to expand

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: "Mass deportations" 101 comments · Page 2 of 5
We need mass deportations
We need mass deportations
Identity Attack0.36702603
Insult0.06599696
Profanity0.08128801
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.234 Call_To_Action
Jan 21, 2026 Why Canada’s immigration system has …
Mass deportation is the only solution
Mass deportation is the only solution
Identity Attack0.31015682
Insult0.06512285
Profanity0.07643871
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.264 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Mass deportation now!!🇨🇦
Mass deportation now!!🇨🇦
Identity Attack0.30256465
Insult0.082372494
Profanity0.04141149
Threat0.13127698
Severe Toxicity0.02296847
Moderate 0.36043653 Low Con 0.242 Call_To_Action
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …
Mass deportation now!!!🇨🇦
Mass deportation now!!!🇨🇦
Identity Attack0.29951343
Insult0.0818789
Profanity0.04266402
Threat0.114629425
Severe Toxicity0.022064678
Moderate 0.3561489 Low Con 0.235 Call_To_Action
Sep 30, 2025 1 likes Why Canadians Are Turning Against …
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Identity Attack0.37655997
Insult0.15414265
Profanity0.021876704
Threat0.09776353
Severe Toxicity0.019224197
Moderate 0.3561489 Low Con 0.27 Fear_Threat
Sep 8, 2025 Why Canadians Are Turning Against …
MASS DEPORTATIONS NEEDED
MASS DEPORTATIONS NEEDED
Identity Attack0.31307843
Insult0.06757036
Profanity0.053435806
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.35186127 Low Con 0.206 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
we need mass deportations.
we need mass deportations.
Identity Attack0.30103904
Insult0.06302499
Profanity0.054437835
Threat0.13815513
Severe Toxicity0.019740647
Moderate 0.3389984 Low Con 0.234 Call_To_Action
Nov 1, 2025 How Canada broke its immigration …
FRAUDTON! Liberals did this! Mass Deportations NOW!
FRAUDTON! Liberals did this! Mass Deportations NOW!
Identity Attack0.12556632
Insult0.24835461
Profanity0.05017922
Threat0.12689553
Severe Toxicity0.015286255
Moderate 0.3389984 Low Con 0.15
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportation NOW!
Mass deportation NOW!
Identity Attack0.28034934
Insult0.0777699
Profanity0.027547138
Threat0.13815513
Severe Toxicity0.019998873
Moderate 0.3389984 Low Con 0.29 Call_To_Action
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
We need mass deportations.
We need mass deportations.
Identity Attack0.30256465
Insult0.06302499
Profanity0.053435806
Threat0.13815513
Severe Toxicity0.01935331
Moderate 0.3389984 Low Con 0.263
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Identity Attack0.29798782
Insult0.15236975
Profanity0.033645786
Threat0.13815513
Severe Toxicity0.020127986
Moderate 0.3389984 Low Con 0.26
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
MASS DEPORTATIONS NOW!!!
MASS DEPORTATIONS NOW!!!
Identity Attack0.28034934
Insult0.06953252
Profanity0.027000591
Threat0.10236332
Severe Toxicity0.018384963
Moderate 0.33587718 Low Con 0.189 Call_To_Action
Jan 20, 2026 6 likes Why Canada’s immigration system has …
MASS DEPORTATION!! IT IS COMING!!😂
MASS DEPORTATION!! IT IS COMING!!😂
Identity Attack0.23770751
Insult0.06687108
Profanity0.03715288
Threat0.09929679
Severe Toxicity0.01986976
Moderate 0.33504707 Low Con 0.167
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
We need mass deportations ASAP!
We need mass deportations ASAP!
Identity Attack0.2808415
Insult0.06407392
Profanity0.044417568
Threat0.13144556
Severe Toxicity0.018449519
Moderate 0.3317266 Low Con 0.271 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Identity Attack0.2831485
Insult0.24928534
Profanity0.027137227
Threat0.010188141
Severe Toxicity0.008811951
Moderate 0.3302291 Moderate Con 0.347 Call_To_Action
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Mass deportations NOW!!!!!!
Mass deportations NOW!!!!!!
Identity Attack0.28034934
Insult0.06687108
Profanity0.024882717
Threat0.10236332
Severe Toxicity0.016771052
Moderate 0.3302291 Low Con 0.272 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
mass deportations are needed
mass deportations are needed
Identity Attack0.2823795
Insult0.054962315
Profanity0.06796519
Threat0.13700877
Severe Toxicity0.021290002
Moderate 0.3281604 Low Con 0.242 Call_To_Action
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mass Deportations NOW!
Mass Deportations NOW!
Identity Attack0.2803029
Insult0.06774519
Profanity0.026180768
Threat0.09776353
Severe Toxicity0.017933069
Moderate 0.3245134 Low Con 0.237 Call_To_Action
Jan 20, 2026 26 likes Why Canada’s immigration system has …
MASS DEPORTATIONS NOW!
MASS DEPORTATIONS NOW!
Identity Attack0.2803029
Insult0.06617179
Profanity0.026044132
Threat0.10236332
Severe Toxicity0.016964722
Moderate 0.32397532 Low Con 0.191 Call_To_Action
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Mass deportations ❤
Mass deportations ❤
Identity Attack0.28034934
Insult0.06826523
Profanity0.04291453
Threat0.064645745
Severe Toxicity0.018836858
Moderate 0.32182294 Moderate Con 0.342 Call_To_Action
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Mass Deportation needed yesterday!!!
Mass Deportation needed yesterday!!!
Identity Attack0.25986546
Insult0.06794841
Profanity0.02344803
Threat0.13363713
Severe Toxicity0.01683561
Moderate 0.32182294 Low Con 0.243 Call_To_Action
Sep 14, 2025 Why Canadians Are Turning Against …
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
Identity Attack0.31307843
Insult0.107333586
Profanity0.017367685
Threat0.024753258
Severe Toxicity0.015221698
Moderate 0.32128486 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 1 likes 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 …
🇨🇦 🍁 🇨🇦 Canada has 41 million people population but only 19 million Canadians... If they don't have mass deportations now they will have mass executions soon...
🇨🇦 🍁 🇨🇦 Canada has 41 million people population but only 19 million Canadians... If they don't have mass deportations now they will have mass executions soon...
Identity Attack0.15945168
Insult0.060927123
Profanity0.024951037
Threat0.39416263
Severe Toxicity0.017933069
Moderate 0.3127066 Moderate Con 0.309 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Mass deportation required immediately
Mass deportation required immediately
Identity Attack0.2795294
Insult0.05203446
Profanity0.054437835
Threat0.1368402
Severe Toxicity0.017481172
Moderate 0.30716252 Low Con 0.269
Sep 19, 2025 1 likes 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.