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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: "“Elbows up.”" 82 comments · Page 2 of 4
F your elbows
F your elbows
Identity Attack0.026007013
Insult0.34203702
Profanity0.42990944
Threat0.048158366
Severe Toxicity0.12546301
Moderate 0.47886392 Low Con 0.298 Advertisement_Spam
Jan 11, 2026 New rules, regulations take effect …
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
Identity Attack0.10221587
Insult0.40243408
Profanity0.44431314
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.309
Jan 20, 2026 Why Canada’s immigration system has …
This I not diversity. This is colonialism, and these people are racist. Elbows up this is what you voted for
This I not diversity. This is colonialism, and these people are racist. Elbows up this is what you voted for
Identity Attack0.3817989
Insult0.40243408
Profanity0.10735235
Threat0.009540852
Severe Toxicity0.019482423
Moderate 0.43230394 Low Con 0.201 Moral_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches …
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches and the elbows up boomers.
Identity Attack0.28034934
Insult0.4718924
Profanity0.11663672
Threat0.0113014765
Severe Toxicity0.017739398
Moderate 0.4269174 Moderate Con 0.443
Aug 25, 2025 Why Canadians Are Turning Against …
Trudeau Liberal - Elbows up dummies
Trudeau Liberal - Elbows up dummies
Identity Attack0.052490227
Insult0.42743355
Profanity0.1352073
Threat0.013372798
Severe Toxicity0.012703998
Moderate 0.37795907 Low Con 0.162 Humor_Satire
Jun 20, 2025 How Canada broke its immigration …
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
Identity Attack0.030175667
Insult0.27763805
Profanity0.30161268
Threat0.008634649
Severe Toxicity0.015092585
Moderate 0.37751234 Moderate Con 0.486 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Elbows up and bend over
Elbows up and bend over
Identity Attack0.013948337
Insult0.05203446
Profanity0.17473823
Threat0.44185185
Severe Toxicity0.023076924
Moderate 0.34328604 Low Con 0.226 Meta_Commentary
Sep 8, 2025 Why Canadians Are Turning Against …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies. National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats. Dual Citizenship: so grateful to have it.
Identity Attack0.32768643
Insult0.26957804
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.013349563
Moderate 0.33338684 Moderate Con 0.462 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should …
Why was it when Harper was Prime Minister, our Country was prosperous . Then Trudeau hit, followed by elbows up Carnage Carney and look where we are now. People who voted in this mess should be ashamed for being part of destroying this Country.
Identity Attack0.015757138
Insult0.27558193
Profanity0.023516348
Threat0.033386398
Severe Toxicity0.0061798096
Moderate 0.3127066 Moderate Con 0.346 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Voting does have consequnces...for you Not Justin or Jugmeat They are now enjoying their millionaire pensions And what do you get...Lib Carney and out of whack inflation Elbow up Canada .....Hell is on for about …
Voting does have consequnces...for you Not Justin or Jugmeat They are now enjoying their millionaire pensions And what do you get...Lib Carney and out of whack inflation Elbow up Canada .....Hell is on for about 5 more years
Identity Attack0.029660052
Insult0.16846494
Profanity0.26280963
Threat0.010990778
Severe Toxicity0.010681152
Moderate 0.30716252 Low Con 0.209 Policy_Critique
Jun 30, 2025 1 likes How Canada broke its immigration …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Next thing you’ll know, the Libs will say we need a digital ID to combat this nonsense and force it upon us. And the elbows up crowd with name and shame us like they did …
Next thing you’ll know, the Libs will say we need a digital ID to combat this nonsense and force it upon us. And the elbows up crowd with name and shame us like they did during Covid with the vaccine pass.
Identity Attack0.018972786
Insult0.25800487
Profanity0.035649836
Threat0.010214032
Severe Toxicity0.004043579
Low Tox 0.2820025 Moderate Con 0.351
Sep 30, 2025 IRCC Names India in Study …
Elbows up and don't forget your flu and booster shots
Elbows up and don't forget your flu and booster shots
Identity Attack0.013244915
Insult0.08212569
Profanity0.0816113
Threat0.09623027
Severe Toxicity0.015350811
Low Tox 0.27525392 Moderate Con 0.405
Jan 8, 2026 New rules, regulations take effect …
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
Identity Attack0.2816105
Insult0.09563028
Profanity0.016172111
Threat0.008531082
Severe Toxicity0.0064468384
Low Tox 0.27525392 Moderate Con 0.324 Policy_Critique
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
Identity Attack0.20088354
Insult0.10440776
Profanity0.041160982
Threat0.079364374
Severe Toxicity0.0104522705
Low Tox 0.2667042 Moderate Con 0.43 Humor_Satire
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow! How could this ever happen?! Maybe the introduction of One Touch where anyone can just walk right in our open borders! Give your head a shake! Elbows up
Wow! How could this ever happen?! Maybe the introduction of One Touch where anyone can just walk right in our open borders! Give your head a shake! Elbows up
Identity Attack0.00984143
Insult0.11616662
Profanity0.027683776
Threat0.054947287
Severe Toxicity0.006713867
Low Tox 0.25462922 Low Con 0.22 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Trudeau and Carney: there's nothing wrong with our border security. Elbows up! Gullible Canadians: okay, and they said a hockey term, I'm going to vote for them! Rational Canadians: 🤦🏼‍♂️
Trudeau and Carney: there's nothing wrong with our border security. Elbows up! Gullible Canadians: okay, and they said a hockey term, I'm going to vote for them! Rational Canadians: 🤦🏼‍♂️
Identity Attack0.17925262
Insult0.16795322
Profanity0.022423252
Threat0.007586042
Severe Toxicity0.0061035156
Low Tox 0.25462922 Low Con 0.233 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
The ONLY sulution. Elbows up . PUSH Trump. Push Trump. USA INVATION . Millions will immediately leave.
The ONLY sulution. Elbows up . PUSH Trump. Push Trump. USA INVATION . Millions will immediately leave.
Identity Attack0.116281845
Insult0.070482984
Profanity0.024814399
Threat0.07399795
Severe Toxicity0.012054443
Low Tox 0.2540519 Low Con 0.281 Call_To_Action
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Identity Attack0.10221587
Insult0.082372494
Profanity0.020442016
Threat0.06863153
Severe Toxicity0.005493164
Low Tox 0.2524482 Low Con 0.254
Jan 3, 2026 New rules, regulations take effect …
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Identity Attack0.10221587
Insult0.089778624
Profanity0.015932998
Threat0.035113025
Severe Toxicity0.00579834
Low Tox 0.2396185 Low Con 0.236 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Just keep your elbows and it will be okay.
Just keep your elbows and it will be okay.
Identity Attack0.007843546
Insult0.06687108
Profanity0.06145202
Threat0.064969026
Severe Toxicity0.008621216
Low Tox 0.23812068 Moderate Con 0.328 Humor_Satire
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
When can we start judging Carney by the prices of groceries ? Elbows up you LIberal 🤡🐑
When can we start judging Carney by the prices of groceries ? Elbows up you LIberal 🤡🐑
Identity Attack0.027614836
Insult0.15485314
Profanity0.032643758
Threat0.035113025
Severe Toxicity0.0065231323
Low Tox 0.23271075 Low Con 0.166
Jan 14, 2026 Canada’s new rules in 2026
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Identity Attack0.10221587
Insult0.08484049
Profanity0.020442016
Threat0.008867673
Severe Toxicity0.006790161
Low Tox 0.19789438 Moderate Con 0.499 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …

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.