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: "Its the same way in …" 970 comments · Page 34 of 39
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we or our ancestors did this to the Native people. Just think about it & again I get WHY people feel that way but we ALL essentially took Canada from the Native people so we ALL as a country NEED to do better!!!! 👍🙂
Identity Attack0.025806036
Insult0.01617693
Profanity0.010706633
Threat0.006317357
Severe Toxicity0.0014972687
Low Tox 0.046368107 Constructive 0.722 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
4:12 Borat film was indeed way ahead of it's time.
4:12 Borat film was indeed way ahead of it's time.
Identity Attack0.008213525
Insult0.014732921
Profanity0.02474608
Threat0.011068452
Severe Toxicity0.002632141
Low Tox 0.046120718 Low Con 0.269 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Way one to go cold country anyway 🇧🇩🇧🇩
Way one to go cold country anyway 🇧🇩🇧🇩
Identity Attack0.009767435
Insult0.014314918
Profanity0.020373698
Threat0.008582866
Severe Toxicity0.0029182434
Low Tox 0.044883765 Low Con 0.281 Humor_Satire
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
🌈🧬🦄🧬🌈 Even many of the Punjabi people agree it is just way too many in Canada. The Punjabi people are mostly very nice good people though. 🇨🇦✨🇨🇦
Identity Attack0.04306607
Insult0.015416925
Profanity0.015010698
Threat0.0066798385
Severe Toxicity0.0018978119
Low Tox 0.044883765 Constructive 0.689 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
Identity Attack0.004606233
Insult0.019225692
Profanity0.016752819
Threat0.007314181
Severe Toxicity0.0015926361
Low Tox 0.044636376 Constructive 0.622 Solidarity
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
By voting for a liberal party for the last 10 years.By the way I didn’t vote for the Liberals.
By voting for a liberal party for the last 10 years.By the way I didn’t vote for the Liberals.
Identity Attack0.019073274
Insult0.017485369
Profanity0.011355659
Threat0.0066798385
Severe Toxicity0.0011062622
Low Tox 0.044388983 Moderate Con 0.462
Dec 14, 2025 How Canada broke its immigration …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for …
Bogus asylum claim was always a way become legal for few years,get SIN,make money,srnt to home country.Asylum claim is in air for 3-4 years because system is overloaded,and after claim rejected you can apply for humanitarian cause and be legal longer
Identity Attack0.015053716
Insult0.015340924
Profanity0.014054239
Threat0.00704232
Severe Toxicity0.0015163422
Low Tox 0.0438942 Moderate Con 0.447 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Identity Attack0.025404079
Insult0.016100928
Profanity0.010006369
Threat0.0062137907
Severe Toxicity0.0010442734
Low Tox 0.043646812 Constructive 0.677 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way. You do have certain industry groups that disagree, but among the population these reductions have broad support. This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live. The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world. However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level. Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government. On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces. The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing. Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada. There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own. That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial. Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Identity Attack0.011099357
Insult0.022899706
Profanity0.013029462
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.043399423 Constructive 0.821 Policy_Critique
Feb 11, 2026 29 likes Canada's tighter immigration policy divides …
Thank you for coming, please stop at the gift shop in the airport on your way home.
Thank you for coming, please stop at the gift shop in the airport on your way home.
Identity Attack0.0031263188
Insult0.018129934
Profanity0.010723713
Threat0.0077154995
Severe Toxicity0.0012159348
Low Tox 0.043399423 Moderate Con 0.472 Humor_Satire
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Identity Attack0.012061302
Insult0.019419061
Profanity0.010023449
Threat0.0073789097
Severe Toxicity0.0011634827
Low Tox 0.04315203 Low Con 0.221 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion Indians. Or stated another way, you could quadruple the populations of the Anglophone countries with Indians
Identity Attack0.038683333
Insult0.011882903
Profanity0.013678487
Threat0.0072882893
Severe Toxicity0.0016212463
Low Tox 0.04290464 Moderate Con 0.318 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re still living in the sixth century and trying to bring the sixth century into the 21st-century and use their way of living. It’s not going to work.
They’re still living in the sixth century and trying to bring the sixth century into the 21st-century and use their way of living. It’s not going to work.
Identity Attack0.0102854045
Insult0.016632931
Profanity0.012175481
Threat0.0074306927
Severe Toxicity0.0012397766
Low Tox 0.04290464 Low Con 0.183
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
5:30 I love this guy😂 He isn’t wrong I just love his way of speech.
Identity Attack0.00984143
Insult0.0140109155
Profanity0.030389199
Threat0.010188141
Severe Toxicity0.003376007
Low Tox 0.04290464 Moderate Con 0.414 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada …
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada since then
Identity Attack0.031464707
Insult0.014884921
Profanity0.011184863
Threat0.0062526283
Severe Toxicity0.0013446808
Low Tox 0.04240986 Constructive 0.51 Personal_Narrative
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Identity Attack0.015053716
Insult0.015264924
Profanity0.017777596
Threat0.00746953
Severe Toxicity0.0015163422
Low Tox 0.041172907 Low Con 0.29 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
Identity Attack0.027815815
Insult0.014960921
Profanity0.010467518
Threat0.006097279
Severe Toxicity0.0012493134
Low Tox 0.041172907 Low Con 0.265 Identity_Assertion
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy with the helmet is based. Im with him all the way.
The guy with the helmet is based. Im with him all the way.
Identity Attack0.0051797
Insult0.018967867
Profanity0.015864678
Threat0.009307829
Severe Toxicity0.0016117096
Low Tox 0.040925518 Moderate Con 0.406
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Identity Attack0.008657498
Insult0.018001022
Profanity0.011458136
Threat0.008453408
Severe Toxicity0.0014877319
Low Tox 0.04067813 Constructive 0.736 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
Identity Attack0.018771807
Insult0.014390918
Profanity0.009733095
Threat0.0070552654
Severe Toxicity0.0011301041
Low Tox 0.039935954 Constructive 0.597 Economic_Argument
Jan 20, 2026 5 likes Why Canada’s immigration system has …
Quebec, teach the rest of Canada your ways!
Quebec, teach the rest of Canada your ways!
Identity Attack0.015154205
Insult0.016784932
Profanity0.010211324
Threat0.0069905366
Severe Toxicity0.0014686584
Low Tox 0.039226998 Low Con 0.218
Nov 21, 2025 3 likes Quebec Ends Economic Immigration Program …
Bro no way he was in Brampton 😭😭😭
Bro no way he was in Brampton 😭😭😭
Identity Attack0.007029593
Insult0.013478912
Profanity0.020510335
Threat0.00746953
Severe Toxicity0.0018692017
Low Tox 0.038991302 Moderate Con 0.332 Humor_Satire
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.