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: "It makes a lot of …" 72 comments · Page 3 of 3
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC. Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english? Just how it is man. I know, its hard to comprehend. Facts are facts however.
Identity Attack0.045901958
Insult0.06984934
Profanity0.02433617
Threat0.009074804
Severe Toxicity0.0031661987
Low Tox 0.15213956 Constructive 0.797 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better life
Identity Attack0.10221587
Insult0.033239998
Profanity0.020373698
Threat0.0077154995
Severe Toxicity0.0034713745
Low Tox 0.15213956 Moderate Con 0.361
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Identity Attack0.034300596
Insult0.030044744
Profanity0.016411226
Threat0.040638234
Severe Toxicity0.0050354004
Low Tox 0.1182615 Moderate Con 0.427 Economic_Argument
Sep 3, 2025 Why Canadians Are Turning Against …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom have already overpopulated themselves. While actual canadians have no opportunities and means to make products and services and compete in the marketplace for our people. Nobody seems to give a care about french and british isles canadians who built this country. Most of everyone else just moved in and out of those many just came for the government benefits and perks, and also the fact they could move their whole family and acquaintances. Let's be honest. A lot of people born here are descendants of scammers and grifters of the canadian system in some way. At this point, I think we should criticize all the various groups that have come here en masse. Most of the MPs have no spine. You can still have a liberal policy and still end immigration. It's the elephant in the room. End immigration and subsequent benefits and family unification policies.
Identity Attack0.06385879
Insult0.05964688
Profanity0.021125201
Threat0.0069516995
Severe Toxicity0.0033950806
Low Tox 0.11429678 Constructive 0.624
Jan 27, 2026 Inside Canada's Indian Invasion...
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Identity Attack0.05612817
Insult0.034782536
Profanity0.02023706
Threat0.009722093
Severe Toxicity0.0030326843
Low Tox 0.11388343 Low Con 0.229 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders changed. That's why Mexican culture blends into the U.S. more naturally - same Western roots, similar religion, long shared history. With India and Canada, it's different. There's no shared history or cultural foundation there, so when large numbers move in, they bring an entirely separate culture instead of blending into what already exists. That's why it feels more noticeable and disconnected.
Identity Attack0.10221587
Insult0.025929155
Profanity0.017436003
Threat0.006815769
Severe Toxicity0.0026893616
Low Tox 0.10653123 Constructive 0.546 Comparative_Framing
Jan 27, 2026 107 likes Inside Canada's Indian Invasion...
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. …
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. Not settling for just collecting welfare or hwhat-not. They are net contributors to Canadian society. Fortunately, the ones I knew had their claims approved. But hwhat if they didn't? hWhat if they lied/exaggerated about the persecution back home. They're still productive members of society. hWhy send em back? Better yet: Don't make em lie in the first place! Let them live and work here indefinitely just because they want to.
Identity Attack0.018470341
Insult0.03235855
Profanity0.017572641
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.07608539 Constructive 0.842
Dec 29, 2025 1 likes Deportations From Canada at Their …
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Identity Attack0.004920715
Insult0.03158728
Profanity0.013951761
Threat0.0067057298
Severe Toxicity0.0012302399
Low Tox 0.069754265 Moderate Con 0.371 Personal_Narrative
Oct 8, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
As an immigrate i work two jobs but They're lots of immigrants in, Toronto, Montreal, and Laval on welfare. Free dental, and home rent. Like $600 for a 2-bedroom apartment. On welfare but also have …
As an immigrate i work two jobs but They're lots of immigrants in, Toronto, Montreal, and Laval on welfare. Free dental, and home rent. Like $600 for a 2-bedroom apartment. On welfare but also have a side business, which makes $1000 to $2000 a day!
Identity Attack0.047706615
Insult0.017227544
Profanity0.013883443
Threat0.006420923
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.754
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" or "there's a lot of fake universities", i think it would be right to try and back that up or know the details of this
Identity Attack0.00880549
Insult0.02618698
Profanity0.015454767
Threat0.006272047
Severe Toxicity0.001115799
Low Tox 0.056263726 Constructive 0.628 Policy_Critique
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for …
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for over 20 jobs, but unfortunately I haven’t received any responses. This has never happened to me before. When I first came to Canada, it felt very safe—you could even leave your door unlocked at night. Things have changed a lot since then. Nowadays, there are many new immigrants and refugees, which has also changed the job market. I’ve noticed that many companies prefer hiring workers with student visas, because the government subsidizes part of their wages. That makes it more cost-effective for companies compared to hiring Canadian workers. I heard this directly from my former manager. As a result, some of my old colleagues now only get one or two days of work per week, while companies continue bringing in new employees.
Identity Attack0.0233943
Insult0.021868404
Profanity0.016001316
Threat0.00704232
Severe Toxicity0.001745224
Low Tox 0.050573748 Constructive 0.796
Aug 25, 2025 26 likes Why Canadians Are Turning Against …
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 …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
Make it easy, don’t go. Lots to see in Canada
Make it easy, don’t go. Lots to see in Canada
Identity Attack0.00017231374
Insult0.00020387981
Profanity0.000023755887
Threat0.000051840074
Severe Toxicity0.000002303277
Low Tox 0.00065214984 Humor_Satire
Dec 11, 2025

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.