Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "*This is about our home …" 869 comments · Page 28 of 35
As a city worker, I personally saw signs on grass and intersections in colleges and universities to contact them to circumvent the immigration system. And Allow students to stay when they should have been sent …
As a city worker, I personally saw signs on grass and intersections in colleges and universities to contact them to circumvent the immigration system. And Allow students to stay when they should have been sent home. Our government is so complacent.This was out in plain sight.
Identity Attack0.011025362
Insult0.039151907
Profanity0.012858666
Threat0.006330303
Severe Toxicity0.0012397766
Low Tox 0.09655223 Constructive 0.621 Personal_Narrative
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
Identity Attack0.053399716
Insult0.022770792
Profanity0.03339528
Threat0.007935578
Severe Toxicity0.00289917
Low Tox 0.09655223 Constructive 0.518 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Living around them makes you not want leave your home. It's that bad.
Living around them makes you not want leave your home. It's that bad.
Identity Attack0.008583503
Insult0.02657372
Profanity0.016889455
Threat0.008634649
Severe Toxicity0.0018405914
Low Tox 0.09568449 Moderate Con 0.418 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Identity Attack0.003385304
Insult0.032138187
Profanity0.013712646
Threat0.006537435
Severe Toxicity0.0024414062
Low Tox 0.09438288 Moderate Con 0.421 Economic_Argument
Jan 20, 2026 1 likes Why Canada’s immigration system has …
time to go home
time to go home
Identity Attack0.008620501
Insult0.02122384
Profanity0.02023706
Threat0.012181788
Severe Toxicity0.0030326843
Low Tox 0.09438288 Moderate Con 0.414
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
PJ go home 🌍 ✈️
PJ go home 🌍 ✈️
Identity Attack0.0064006294
Insult0.03489272
Profanity0.026727317
Threat0.009411395
Severe Toxicity0.0038146973
Low Tox 0.09308127 Moderate Con 0.414 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
DUDE I LIVE RIGHT NEXT TO THAT HOME DEPOT
Identity Attack0.008953481
Insult0.020772645
Profanity0.032643758
Threat0.010472948
Severe Toxicity0.0040626526
Low Tox 0.09112182 Moderate Con 0.301 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE …
IRRELEVANT. IT IS TIME TO TAKE CARE OF CANADIANS. TRAIN CANADIANS. EDUCATE CANADIANS. ALLOW CANADIANS To BUY HOMES. TIME TO REDUCE IMMIGRATION BY 99% OF ALL COLOURS AND CREEDS UNTIL WE TAKE CARE OF THE PEOPLE HERE AND SOLVE OUR OWN ISSUES. YOU WANT TO HELP THE WORLD? DO LIKE CHINA AND GIVE THEM LOW INTEREST LOANS TO IMPROVE THEIR OWN COUNTRY.
Identity Attack0.0543092
Insult0.022577424
Profanity0.010706633
Threat0.00780612
Severe Toxicity0.0026893616
Low Tox 0.09112182 Moderate Con 0.362
Dec 27, 2018 How much do refugees and …
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that …
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that use to be quiet and empty now is packed with mostly if not all indians. They are getting dropped off by public transit in groups of 10+ on all four sides of the street.
Identity Attack0.06476828
Insult0.022899706
Profanity0.01442999
Threat0.00866054
Severe Toxicity0.0023555756
Low Tox 0.09033044 Constructive 0.571 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Wait a minute didn’t the French colonize a land that was home to the indigenous Native Americans.Now you know how it feels to be Native.
Wait a minute didn’t the French colonize a land that was home to the indigenous Native Americans.Now you know how it feels to be Native.
Identity Attack0.051353373
Insult0.021868404
Profanity0.012687869
Threat0.006835188
Severe Toxicity0.0020885468
Low Tox 0.09033044 Moderate Con 0.423
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
Identity Attack0.012641981
Insult0.024382202
Profanity0.016821137
Threat0.0077154995
Severe Toxicity0.0022506714
Low Tox 0.08637348 Moderate Con 0.363
Jan 3, 2026 1 likes New rules, regulations take effect …
these people knew the program was ending these people need to go home 👋🏾 🎈
these people knew the program was ending these people need to go home 👋🏾 🎈
Identity Attack0.0075845607
Insult0.026960457
Profanity0.015591404
Threat0.008738215
Severe Toxicity0.0022220612
Low Tox 0.08637348 Low Con 0.212
Nov 27, 2025 Quebec Ends Economic Immigration Program …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to be canceled and it’s destroying our home and our traditional ways of life
Identity Attack0.008657498
Insult0.028612386
Profanity0.015557245
Threat0.007948523
Severe Toxicity0.0017166138
Low Tox 0.083999306 Constructive 0.616 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Identity Attack0.0037922803
Insult0.026960457
Profanity0.018119188
Threat0.00756015
Severe Toxicity0.0016784668
Low Tox 0.08083374 Moderate Con 0.32 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What about the health care all the infrastructure education. They must go home
What about the health care all the infrastructure education. They must go home
Identity Attack0.009027477
Insult0.023221988
Profanity0.013507691
Threat0.00951496
Severe Toxicity0.0021362305
Low Tox 0.08083374 Low Con 0.272 Policy_Critique
Nov 2, 2025 How much do refugees and …
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government …
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government does. Pure communism.
Identity Attack0.031722516
Insult0.023479814
Profanity0.010689554
Threat0.006207318
Severe Toxicity0.001335144
Low Tox 0.08004235 Moderate Con 0.471
Nov 21, 2025 9 likes Thousands of refugees allowed into …
Good bye and go home 👋👋
Good bye and go home 👋👋
Identity Attack0.004125261
Insult0.026058068
Profanity0.016035475
Threat0.01086132
Severe Toxicity0.0030708313
Low Tox 0.079250954 Moderate Con 0.406
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Go home. This isn't it.
Go home. This isn't it.
Identity Attack0.003089321
Insult0.025284592
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0019454956
Low Tox 0.079250954 Low Con 0.197 Identity_Assertion
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Time to go home.
Time to go home.
Identity Attack0.00569767
Insult0.021417208
Profanity0.014327513
Threat0.011482717
Severe Toxicity0.0022888184
Low Tox 0.079250954 Moderate Con 0.392 Call_To_Action
Jan 15, 2026 19 likes 2.9 million Canadian temporary visas …
Should’ve came to Winnipeg Manitoba, it’s the same thing over here, send em home their visas expired
Should’ve came to Winnipeg Manitoba, it’s the same thing over here, send em home their visas expired
Identity Attack0.024801146
Insult0.022319598
Profanity0.012141321
Threat0.0077025536
Severe Toxicity0.0019454956
Low Tox 0.07687678 Moderate Con 0.335 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...

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.