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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: "So we have a bunch …" 99 comments · Page 4 of 4
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice how only white western countries are being morally gaslit into believing its their responsibility to take care of the entire world.
Identity Attack0.38230872
Insult0.16758773
Profanity0.06495911
Threat0.010654188
Severe Toxicity0.012962224
Moderate 0.3302291 Moderate Con 0.304 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
Identity Attack0.018872296
Insult0.16780703
Profanity0.13256322
Threat0.011638066
Severe Toxicity0.01083374
Moderate 0.32128486 Low Con 0.124 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm not an English major but I always spelled immigration this way.... Now immigration is spelled invasion and yes you all can start having babies but you also have a bunch of inbred genetics your …
I'm not an English major but I always spelled immigration this way.... Now immigration is spelled invasion and yes you all can start having babies but you also have a bunch of inbred genetics your family tree is more of a circle over there
Identity Attack0.293411
Insult0.15840563
Profanity0.098067984
Threat0.012130005
Severe Toxicity0.019611536
Moderate 0.31686464 Moderate Con 0.419
Sep 7, 2025 Why Canadians Are Turning Against …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit of tax payers. Asian immigrants are a different breed. They work, and education is very important to them, do you can’t compare the two. A bunch of BS liberal propaganda.
Identity Attack0.23011416
Insult0.24928534
Profanity0.14666493
Threat0.0070552654
Severe Toxicity0.009727478
Moderate 0.30993456 Constructive 0.545
Nov 4, 2018 How much do refugees and …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, free healthcare, surgeries, special schools for handicapped kids. The list of free stuff they receive doesn't end. Good deal good deal! That's great for them but terrible for us. All the social housing that we build and pay for are almost exclusively made for immigrants (especially Arabs and Haitians). We Canadians are a nice bunch of suckers. The good old "Let's go to Canada to go on welfare and get social housing" must end.
Identity Attack0.29798782
Insult0.14150882
Profanity0.0741757
Threat0.008815889
Severe Toxicity0.013672344
Low Tox 0.29039988 Constructive 0.607 Unverified_Claim
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
I remember a while back a bunch of Chinese tourists visited Ontario and were confused, they asked "Where are the white people?"
Identity Attack0.36803186
Insult0.06599696
Profanity0.037904397
Threat0.009126588
Severe Toxicity0.008163452
Low Tox 0.28312725 Moderate Con 0.482 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I know where there is a bunch of illegals in PEI
I know where there is a bunch of illegals in PEI
Identity Attack0.27701542
Insult0.123407245
Profanity0.032894265
Threat0.008103873
Severe Toxicity0.0064468384
Low Tox 0.27236435 Moderate Con 0.346 Unverified_Claim
Nov 1, 2025 IRCC Names India in Study …
we just got a bunch of Indians in my city, now we have 300 subway Sandwich shops
we just got a bunch of Indians in my city, now we have 300 subway Sandwich shops
Identity Attack0.28622448
Insult0.076502606
Profanity0.077731855
Threat0.0116639575
Severe Toxicity0.012207031
Low Tox 0.25727063 Low Con 0.283 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
Identity Attack0.12208464
Insult0.061976057
Profanity0.06546012
Threat0.013476364
Severe Toxicity0.007133484
Low Tox 0.23090743 Low Con 0.3 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I very much imagine that's how the Canadian aboriginals felt when a bunch of Europeans came and took over, lol.
I very much imagine that's how the Canadian aboriginals felt when a bunch of Europeans came and took over, lol.
Identity Attack0.18002926
Insult0.06372428
Profanity0.030639706
Threat0.0086087575
Severe Toxicity0.005302429
Low Tox 0.20056234 Moderate Con 0.442 Humor_Satire
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out …
The immigration system running well in 2010? Really. Under Harper? The man who wanted "Old Stock"? The federal government spends 9000 per year per canadian on health care. Do the math. This sum works out to about 1400 per person. As a Canadian, I say big hairy deal!. Anothrr bunch of Old Stock Canadians creating a tempist in a teapot!
Identity Attack0.06249457
Insult0.07808672
Profanity0.015454767
Threat0.006925808
Severe Toxicity0.0030899048
Low Tox 0.1641865 Moderate Con 0.465 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You interviewed a bunch of old people and are surprised you get this reaction.
You interviewed a bunch of old people and are surprised you get this reaction.
Identity Attack0.017465452
Insult0.0623257
Profanity0.018187506
Threat0.006912862
Severe Toxicity0.002193451
Low Tox 0.12520397 Low Con 0.209 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly we shouldn't even consider any part of Canada becoming the 51st State... They're all a bunch of specialists
Honestly we shouldn't even consider any part of Canada becoming the 51st State... They're all a bunch of specialists
Identity Attack0.039972372
Insult0.060927123
Profanity0.015830519
Threat0.006848133
Severe Toxicity0.0024032593
Low Tox 0.112746716 Low Con 0.185 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the …
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the good work. Thank you so much for showcasing just one of the things going on here in Canada.
Identity Attack0.004920715
Insult0.06337463
Profanity0.020442016
Threat0.0058998563
Severe Toxicity0.0012159348
Low Tox 0.10566349 Constructive 0.692 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a …
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a housing crisis, Canada HAS to turn the "NO VACANCY" light on and send a bunch back. And before any governments send $$$ care packages to another country, Canadians should be asked if yes or no and about how much, NOT the governments. They are there to work FOR us not us for them!
Identity Attack0.014249804
Insult0.038566336
Profanity0.055940874
Threat0.0065697995
Severe Toxicity0.0027275085
Low Tox 0.102192536 Constructive 0.54 Policy_Critique
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Identity Attack0.06158508
Insult0.0279513
Profanity0.015420608
Threat0.006427396
Severe Toxicity0.0019359589
Low Tox 0.10045706 Moderate Con 0.322 Identity_Assertion
Jun 20, 2025 11 likes How Canada broke its immigration …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
Dear Canadians what happened to elbows up? Bunch of W.A.P.’s ! Sell your winter homes in Florida and be done!
Dear Canadians what happened to elbows up? Bunch of W.A.P.’s ! Sell your winter homes in Florida and be done!
Identity Attack0.0023918424
Insult0.0107723195
Profanity0.004124734
Threat0.005793668
Severe Toxicity0.000015530592
Low Tox 0.05205726 Humor_Satire
Dec 10, 2025
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Identity Attack0.004402745
Insult0.022706337
Profanity0.0147374235
Threat0.00780612
Severe Toxicity0.0014400482
Low Tox 0.048842013 Moderate Con 0.366 Unverified_Claim
Oct 22, 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.